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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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0
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0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading...
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visual_change
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accessibility
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NULL
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading...
|
NULL
|
NULL
|
NULL
|
NULL
|
|
73136
|
2625
|
15
|
2026-05-26T17:52:18.565524+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817938565_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes...
|
[{"role":"AXRadioButton","text [{"role":"AXRadioButton","text":"Explorer (⇧⌘E)","depth":11,"bounds":{"left":0.0,"top":0.047885075,"width":0.015957447,"height":0.03830806},"on_screen":true,"role_description":"tab","subrole":"AXTabButton","is_enabled":true,"is_focused":false,"is_selected":true,"is_expanded":true},{"role":"AXStaticText","text":"","depth":14,"bounds":{"left":0.0039893617,"top":0.057462092,"width":0.007978723,"height":0.01915403},"on_screen":true,"role_description":"text"},{"role":"AXRadioButton","text":"Search (⇧⌘F)","depth":11,"bounds":{"left":0.0,"top":0.08619314,"width":0.015957447,"height":0.03830806},"on_screen":true,"role_description":"tab","subrole":"AXTabButton","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"","depth":14,"bounds":{"left":0.0039893617,"top":0.09577015,"width":0.007978723,"height":0.01915403},"on_screen":true,"role_description":"text"},{"role":"AXRadioButton","text":"Source Control 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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". 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No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes...
|
73135
|
NULL
|
NULL
|
NULL
|
|
73137
|
2622
|
13
|
2026-05-26T17:52:18.669835+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817938669_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer...
|
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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"}]...
|
4844300797720353623
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-5923753251733601777
|
typing_pause
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accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer...
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817939581_m2.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". 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No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"}]...
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Claude Code
Containers
EXPLORER
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Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
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OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
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remote SSH: nas
SSH: nas
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)...
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Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up 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/garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. 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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message 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running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
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remote SSH: nas
SSH: nas
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Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817940656_m1.jpg...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up 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/garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. 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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
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DEBUG CONSOLE
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PORTS
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Session history
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date...
|
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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer 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60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Source Control (⌃⇧G)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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0
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0
Notifications
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date...
|
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|
NULL
|
|
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|
2625
|
18
|
2026-05-26T17:52:21.492732+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817941492_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
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NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard...
|
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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false}]...
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
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Command Succeeded
Review project and plan improvements
Session history
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
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Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
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OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
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OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up 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/garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. 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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\d sleep\" -c \"\\d steps\" -c \"\\d heartrate\" 2>&1","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
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Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
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Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
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OUT
200
It's already running. Open this in your browser:
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http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
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OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
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OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
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OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
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OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking
Thinking...
|
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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\d sleep\" -c \"\\d steps\" -c \"\\d heartrate\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Table \"public.sleep\"\n Column | Type | Collation | Nullable | Default \n------------------+-------------------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('sleep_id_seq'::regclass)\n date | date | | | \n start | character varying | | | \n end | character varying | | | \n duration_minutes | integer | | | \nIndexes:\n \"sleep_pkey\" PRIMARY KEY, btree (id)\n \"ix_sleep_date\" btree (date)\n \"ix_sleep_id\" btree (id)\n\n Table \"public.steps\"\n Column | Type | Collation | Nullable | Default \n--------+---------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('steps_id_seq'::regclass)\n date | date | | | \n steps | integer | | | \nIndexes:\n \"steps_pkey\" PRIMARY KEY, btree (id)\n \"ix_steps_date\" btree (date)\n \"ix_steps_id\" btree (id)\n\n Table \"public.heartrate\"\n Column | Type | Collation | Nullable | Default \n--------+------------------------+-----------+----------+---------------------------------------\n id | integer | | not null | nextval('heartrate_id_seq'::regclass)\n date | date | | | \n time | time without time zone | | | \n bpm | integer | | | \nIndexes:\n \"heartrate_pkey\" PRIMARY KEY, btree (id)\n \"ix_heartrate_date\" btree (date)\n \"ix_heartrate_id\" btree (id)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check row counts and date ranges in all tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM steps;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"count | min | max \n-------+------------+------------\n 171 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 199 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 59007 | 2025-09-24 | 2026-05-25\n(1 row)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sample data from all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT * FROM sleep ORDER BY date DESC LIMIT 5;\" -c \"SELECT * FROM steps ORDER BY date DESC LIMIT 5;\" -c \"SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;\" 2>&1","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id | date | start | end | duration_minutes \n-----+------------+---------------+---------------+------------------\n 171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321\n 170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501\n 169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315\n 168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313\n 167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372\n(5 rows)\n\n id | date | steps \n-----+------------+-------\n 199 | 2026-05-25 | 134\n 198 | 2026-05-24 | 3025\n 197 | 2026-05-23 | 2597\n 196 | 2026-05-22 | 2221\n 195 | 2026-05-21 | 3333\n(5 rows)\n\n date | min | max | avg \n------------+-----+-----+-----\n 2026-05-25 | 54 | 102 | 67\n 2026-05-24 | 48 | 115 | 69\n 2026-05-23 | 52 | 112 | 73\n 2026-05-22 | 53 | 119 | 74\n 2026-05-21 | 47 | 119 | 71\n(5 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"}]...
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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0
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
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OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
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OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
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OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817942971_m1.jpg...
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Code
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
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OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts...
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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"}]...
|
-7874572077688397462
|
-5923753286227294705
|
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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Review project and plan improvements
Session history
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts...
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2026-05-26T17:52:23.370404+00:00
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817943370_m2.jpg...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
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OUT
200
It's already running. Open this in your browser:
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http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
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OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
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OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
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OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
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OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking...
|
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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\d sleep\" -c \"\\d steps\" -c \"\\d heartrate\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Table \"public.sleep\"\n Column | Type | Collation | Nullable | Default \n------------------+-------------------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('sleep_id_seq'::regclass)\n date | date | | | \n start | character varying | | | \n end | character varying | | | \n duration_minutes | integer | | | \nIndexes:\n \"sleep_pkey\" PRIMARY KEY, btree (id)\n \"ix_sleep_date\" btree (date)\n \"ix_sleep_id\" btree (id)\n\n Table \"public.steps\"\n Column | Type | Collation | Nullable | Default \n--------+---------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('steps_id_seq'::regclass)\n date | date | | | \n steps | integer | | | \nIndexes:\n \"steps_pkey\" PRIMARY KEY, btree (id)\n \"ix_steps_date\" btree (date)\n \"ix_steps_id\" btree (id)\n\n Table \"public.heartrate\"\n Column | Type | Collation | Nullable | Default \n--------+------------------------+-----------+----------+---------------------------------------\n id | integer | | not null | nextval('heartrate_id_seq'::regclass)\n date | date | | | \n time | time without time zone | | | \n bpm | integer | | | \nIndexes:\n \"heartrate_pkey\" PRIMARY KEY, btree (id)\n \"ix_heartrate_date\" btree (date)\n \"ix_heartrate_id\" btree (id)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check row counts and date ranges in all tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM steps;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"count | min | max \n-------+------------+------------\n 171 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 199 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 59007 | 2025-09-24 | 2026-05-25\n(1 row)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sample data from all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT * FROM sleep ORDER BY date DESC LIMIT 5;\" -c \"SELECT * FROM steps ORDER BY date DESC LIMIT 5;\" -c \"SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;\" 2>&1","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id | date | start | end | duration_minutes \n-----+------------+---------------+---------------+------------------\n 171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321\n 170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501\n 169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315\n 168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313\n 167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372\n(5 rows)\n\n id | date | steps \n-----+------------+-------\n 199 | 2026-05-25 | 134\n 198 | 2026-05-24 | 3025\n 197 | 2026-05-23 | 2597\n 196 | 2026-05-22 | 2221\n 195 | 2026-05-21 | 3333\n(5 rows)\n\n date | min | max | avg \n------------+-----+-----+-----\n 2026-05-25 | 54 | 102 | 67\n 2026-05-24 | 48 | 115 | 69\n 2026-05-23 | 52 | 112 | 73\n 2026-05-22 | 53 | 119 | 74\n 2026-05-21 | 47 | 119 | 71\n(5 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false}]...
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
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OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
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OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
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OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
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Code
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
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OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
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cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI....
|
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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"}]...
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EXPLORER
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Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
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DEBUG CONSOLE
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remote SSH: nas
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demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI....
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
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OUTPUT
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DEBUG CONSOLE
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TERMINAL
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PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
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No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
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Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
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cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. 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actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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Notifications
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
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Source Control (⌃⇧ Explorer (⇧⌘E)
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Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
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OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
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cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column...
|
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Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
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2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column...
|
73146
|
NULL
|
NULL
|
NULL
|
|
73150
|
2622
|
20
|
2026-05-26T17:52:27.466122+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817947466_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN...
|
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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"}]...
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Containers
EXPLORER
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Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN...
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
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DEBUG CONSOLE
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PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id...
|
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Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer 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60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Source Control (⌃⇧G)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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0
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0
Notifications
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Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id...
|
NULL
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NULL
|
NULL
|
NULL
|
|
73152
|
2622
|
21
|
2026-05-26T17:52:27.977683+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817947977_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
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NULL
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NULL
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NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type...
|
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Explorer (⇧⌘E)
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Claude Code
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EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type...
|
73150
|
NULL
|
NULL
|
NULL
|
|
73153
|
2622
|
22
|
2026-05-26T17:52:28.506799+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817948506_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
Copy code to clipboard
OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
Copy code to clipboard
OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
Copy code to clipboard
OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking
Thinking
Read
Dockerfile...
|
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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the 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minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer 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minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\d sleep\" -c \"\\d steps\" -c \"\\d heartrate\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Table \"public.sleep\"\n Column | Type | Collation | Nullable | Default \n------------------+-------------------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('sleep_id_seq'::regclass)\n date | date | | | \n start | character varying | | | \n end | character varying | | | \n duration_minutes | integer | | | \nIndexes:\n \"sleep_pkey\" PRIMARY KEY, btree (id)\n \"ix_sleep_date\" btree (date)\n \"ix_sleep_id\" btree (id)\n\n Table \"public.steps\"\n Column | Type | Collation | Nullable | Default \n--------+---------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('steps_id_seq'::regclass)\n date | date | | | \n steps | integer | | | \nIndexes:\n \"steps_pkey\" PRIMARY KEY, btree (id)\n \"ix_steps_date\" btree (date)\n \"ix_steps_id\" btree (id)\n\n Table \"public.heartrate\"\n Column | Type | Collation | Nullable | Default \n--------+------------------------+-----------+----------+---------------------------------------\n id | integer | | not null | nextval('heartrate_id_seq'::regclass)\n date | date | | | \n time | time without time zone | | | \n bpm | integer | | | \nIndexes:\n \"heartrate_pkey\" PRIMARY KEY, btree (id)\n \"ix_heartrate_date\" btree (date)\n \"ix_heartrate_id\" btree (id)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check row counts and date ranges in all tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM steps;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"count | min | max \n-------+------------+------------\n 171 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 199 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 59007 | 2025-09-24 | 2026-05-25\n(1 row)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sample data from all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT * FROM sleep ORDER BY date DESC LIMIT 5;\" -c \"SELECT * FROM steps ORDER BY date DESC LIMIT 5;\" -c \"SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;\" 2>&1","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id | date | start | end | duration_minutes \n-----+------------+---------------+---------------+------------------\n 171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321\n 170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501\n 169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315\n 168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313\n 167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372\n(5 rows)\n\n id | date | steps \n-----+------------+-------\n 199 | 2026-05-25 | 134\n 198 | 2026-05-24 | 3025\n 197 | 2026-05-23 | 2597\n 196 | 2026-05-22 | 2221\n 195 | 2026-05-21 | 3333\n(5 rows)\n\n date | min | max | avg \n------------+-----+-----+-----\n 2026-05-25 | 54 | 102 | 67\n 2026-05-24 | 48 | 115 | 69\n 2026-05-23 | 52 | 112 | 73\n 2026-05-22 | 53 | 119 | 74\n 2026-05-21 | 47 | 119 | 71\n(5 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"Dockerfile","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false}]...
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Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
Copy code to clipboard
OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
Copy code to clipboard
OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
Copy code to clipboard
OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking
Thinking
Read
Dockerfile...
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|
NULL
|
NULL
|
NULL
|
|
73154
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2625
|
23
|
2026-05-26T17:52:29.019754+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817949019_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
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NULL
|
NULL
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NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
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OUT
200
It's already running. Open this in your browser:
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http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
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OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables...
|
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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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0
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
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OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
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OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables...
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2026-05-26T17:52:30.038853+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817950038_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp...
|
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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp...
|
73153
|
NULL
|
NULL
|
NULL
|
|
73156
|
2625
|
24
|
2026-05-26T17:52:30.143907+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817950143_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes...
|
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It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes...
|
NULL
|
NULL
|
NULL
|
NULL
|
|
73157
|
2625
|
25
|
2026-05-26T17:52:31.430722+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817951430_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes...
|
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It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. 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It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
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2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes...
|
73156
|
NULL
|
NULL
|
NULL
|
|
73158
|
2622
|
24
|
2026-05-26T17:52:31.535158+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817951535_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK...
|
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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"}]...
|
-972654420627449919
|
-5923753251867819505
|
typing_pause
|
accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK...
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817952618_m2.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep...
|
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There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer 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day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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0
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0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep...
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Claude Code
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Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end...
|
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Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
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2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end...
|
73159
|
NULL
|
NULL
|
NULL
|
|
73161
|
2622
|
25
|
2026-05-26T17:52:34.522534+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817954522_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column...
|
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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column...
|
73158
|
NULL
|
NULL
|
NULL
|
|
73162
|
2622
|
26
|
2026-05-26T17:52:36.277831+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817956277_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type...
|
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60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer 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day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"}]...
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4160903232946407304
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-5923753251867819505
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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0
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Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type...
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2026-05-26T17:52:36.381183+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817956381_m2.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Search (⇧⌘F)
Source Control (⌃⇧G)
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Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column...
|
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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"}]...
|
-7266787938657752916
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-5923753251733600753
|
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accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
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0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column...
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2026-05-26T17:52:38.551218+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817958551_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
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NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
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Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start...
|
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code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up 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/garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. 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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start...
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2026-05-26T17:52:38.656214+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817958656_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
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monitor_2
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NULL
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NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date...
|
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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"}]...
|
5080348309340946308
|
-5923753251731765745
|
typing_pause
|
accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date...
|
73163
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NULL
|
NULL
|
NULL
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73166
|
2625
|
30
|
2026-05-26T17:52:39.717084+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817959717_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied...
|
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name","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Interactive demo script","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"demo.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":") is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. Duplicate data on repeated runs","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:58-93","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:58-93","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"fetch_and_store()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"blindly","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"db.add()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"s every time it runs. Calling","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/fetch-today","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"twice creates duplicate rows for the same date. You need an upsert pattern (","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ON CONFLICT DO UPDATE","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or check-before-insert).","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"3. Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. 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No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. 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It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message 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running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
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remote SSH: nas
SSH: nas
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demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied...
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28
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2026-05-26T17:52:39.820201+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817959820_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
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monitor_1
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end...
|
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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
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Review project and plan improvements
Session history
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end...
|
NULL
|
NULL
|
NULL
|
NULL
|
|
73168
|
2625
|
31
|
2026-05-26T17:52:41.169879+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817961169_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp...
|
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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp...
|
73166
|
NULL
|
NULL
|
NULL
|
|
73169
|
2622
|
29
|
2026-05-26T17:52:41.274912+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817961274_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes...
|
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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"}]...
|
9202663184645054144
|
-5923753251867819505
|
typing_pause
|
accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes...
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2026-05-26T17:52:42.283129+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817962283_m2.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
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OUT
200
It's already running. Open this in your browser:
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http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
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OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1...
|
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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\d sleep\" -c \"\\d steps\" -c \"\\d heartrate\" 2>&1","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Source Control (⌃⇧G)
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Remote Explorer
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1...
|
NULL
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73171
|
2622
|
30
|
2026-05-26T17:52:42.992745+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817962992_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
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|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
Copy code to clipboard
OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
Copy code to clipboard
OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
Copy code to clipboard
OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking...
|
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timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\d sleep\" -c \"\\d steps\" -c \"\\d heartrate\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Table \"public.sleep\"\n Column | Type | Collation | Nullable | Default \n------------------+-------------------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('sleep_id_seq'::regclass)\n date | date | | | \n start | character varying | | | \n end | character varying | | | \n duration_minutes | integer | | | \nIndexes:\n \"sleep_pkey\" PRIMARY KEY, btree (id)\n \"ix_sleep_date\" btree (date)\n \"ix_sleep_id\" btree (id)\n\n Table \"public.steps\"\n Column | Type | Collation | Nullable | Default \n--------+---------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('steps_id_seq'::regclass)\n date | date | | | \n steps | integer | | | \nIndexes:\n \"steps_pkey\" PRIMARY KEY, btree (id)\n \"ix_steps_date\" btree (date)\n \"ix_steps_id\" btree (id)\n\n Table \"public.heartrate\"\n Column | Type | Collation | Nullable | Default \n--------+------------------------+-----------+----------+---------------------------------------\n id | integer | | not null | nextval('heartrate_id_seq'::regclass)\n date | date | | | \n time | time without time zone | | | \n bpm | integer | | | \nIndexes:\n \"heartrate_pkey\" PRIMARY KEY, btree (id)\n \"ix_heartrate_date\" btree (date)\n \"ix_heartrate_id\" btree (id)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check row counts and date ranges in all tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM steps;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"count | min | max \n-------+------------+------------\n 171 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 199 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 59007 | 2025-09-24 | 2026-05-25\n(1 row)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sample data from all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT * FROM sleep ORDER BY date DESC LIMIT 5;\" -c \"SELECT * FROM steps ORDER BY date DESC LIMIT 5;\" -c \"SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;\" 2>&1","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id | date | start | end | duration_minutes \n-----+------------+---------------+---------------+------------------\n 171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321\n 170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501\n 169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315\n 168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313\n 167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372\n(5 rows)\n\n id | date | steps \n-----+------------+-------\n 199 | 2026-05-25 | 134\n 198 | 2026-05-24 | 3025\n 197 | 2026-05-23 | 2597\n 196 | 2026-05-22 | 2221\n 195 | 2026-05-21 | 3333\n(5 rows)\n\n date | min | max | avg \n------------+-----+-----+-----\n 2026-05-25 | 54 | 102 | 67\n 2026-05-24 | 48 | 115 | 69\n 2026-05-23 | 52 | 112 | 73\n 2026-05-22 | 53 | 119 | 74\n 2026-05-21 | 47 | 119 | 71\n(5 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false}]...
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Claude Code
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EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
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demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
Copy code to clipboard
OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
Copy code to clipboard
OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
Copy code to clipboard
OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking...
|
NULL
|
NULL
|
NULL
|
NULL
|
|
73172
|
2625
|
33
|
2026-05-26T17:52:43.296533+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817963296_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
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NULL
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NULL
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NULL
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". 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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"}]...
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3145717443161950012
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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Review project and plan improvements
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1...
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|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817964328_m2.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
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Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date...
|
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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"}]...
|
-6730085928260569053
|
-5923753251733862897
|
typing_pause
|
accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
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No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date...
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2026-05-26T17:52:44.432799+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817964432_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
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NULL
|
monitor_1
|
NULL
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NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer 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timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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0
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
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Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
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cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
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pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
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OUT
200
It's already running. Open this in your browser:
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http://<your-nas-ip>:8007/docs...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up 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/garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. 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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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typing_pause
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accessibility
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NULL
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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Review project and plan improvements
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demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
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OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
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OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash...
|
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There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\d sleep\" -c \"\\d steps\" -c \"\\d heartrate\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Table \"public.sleep\"\n Column | Type | Collation | Nullable | Default \n------------------+-------------------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('sleep_id_seq'::regclass)\n date | date | | | \n start | character varying | | | \n end | character varying | | | \n duration_minutes | integer | | | \nIndexes:\n \"sleep_pkey\" PRIMARY KEY, btree (id)\n \"ix_sleep_date\" btree (date)\n \"ix_sleep_id\" btree (id)\n\n Table \"public.steps\"\n Column | Type | Collation | Nullable | Default \n--------+---------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('steps_id_seq'::regclass)\n date | date | | | \n steps | integer | | | \nIndexes:\n \"steps_pkey\" PRIMARY KEY, btree (id)\n \"ix_steps_date\" btree (date)\n \"ix_steps_id\" btree (id)\n\n Table \"public.heartrate\"\n Column | Type | Collation | Nullable | Default \n--------+------------------------+-----------+----------+---------------------------------------\n id | integer | | not null | nextval('heartrate_id_seq'::regclass)\n date | date | | | \n time | time without time zone | | | \n bpm | integer | | | \nIndexes:\n \"heartrate_pkey\" PRIMARY KEY, btree (id)\n \"ix_heartrate_date\" btree (date)\n \"ix_heartrate_id\" btree (id)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check row counts and date ranges in all tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM steps;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"count | min | max \n-------+------------+------------\n 171 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 199 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 59007 | 2025-09-24 | 2026-05-25\n(1 row)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
Copy code to clipboard
OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
Copy code to clipboard
OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash...
|
73173
|
NULL
|
NULL
|
NULL
|
|
73177
|
2622
|
33
|
2026-05-26T17:52:46.673190+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817966673_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type...
|
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timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"}]...
|
8660495617550348402
|
-5923753251733600753
|
typing_pause
|
accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type...
|
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73178
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2625
|
36
|
2026-05-26T17:52:46.778153+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817966778_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
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date
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end
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duration_minutes
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date
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steps
steps
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Type
Notes
id
Integer PK
date
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steps
Integer
Sum of all 15-min interval buckets for the day
Column...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column...
|
NULL
|
NULL
|
NULL
|
NULL
|
|
73179
|
2625
|
37
|
2026-05-26T17:52:47.821787+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817967821_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". 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No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Source Control (⌃⇧G)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
Notifications
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Command Succeeded
Review project and plan improvements
Session history
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column...
|
73178
|
NULL
|
NULL
|
NULL
|
|
73180
|
2622
|
34
|
2026-05-26T17:52:47.923033+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817967923_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day...
|
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60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"}]...
|
8363290900995590208
|
-5923753253881085425
|
typing_pause
|
accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day...
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2026-05-26T17:52:48.781059+00:00
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817968781_m2.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT...
|
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denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT...
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NULL
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35
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2026-05-26T17:52:48.991079+00:00
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817968991_m1.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)...
|
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EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date...
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". 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No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
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Source Control (⌃⇧G)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date...
|
73181
|
NULL
|
NULL
|
NULL
|
|
73184
|
2622
|
36
|
2026-05-26T17:52:50.905624+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779817970905_m1.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate...
|
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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"}]...
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate...
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