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FirefoxFileProfiles• 0(allRetro - Platform • now10 FirefoxFileProfiles• 0(allRetro - Platform • now100% L28•Tue 12 May 17:07:25EditViewHistoryBookmarks→ToolsWindowHelpmeet.google.com/bdj-nvho-bms?authuser=lukas.kovalik%40jiminny.comStefka Stoyanova (Presenting, annotating)8Stefka StoyanovaSpacesPlatfo@ SumQ SealREADY FIStellyan GeorgievNikolay IvanovJIMINNYQ Search• JY-20739 / @ JY-20625|~ ActivityAllCommentsHistoryWork log₴Add a comment…Suggest a reply...Status update…Thanks...Pro tip: press M to commentNikolay Yankov27 April 2026 at 17:23Niki N: 5Niki Y: 5Nikolay YankovNikolay Nikolov+ Create• Details |Story PointsOrganisationsPriorityFix versionsSprintDays $Need QAParentCanny LinksAneliya Angelova• UpgradeAsk Rovo© 2Lukas Kovalik8None= MediumNonePlatform Sprint 3 Q210Add option• Jy-20739 Jiminny MCP ConneOpen Canny Links8 11 =6:57CTOR5:07 PM | Retro - PlatformSộ3...
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screenpipe_sync.sh — screenpipe [SSH: nas]
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Activity°MorerireroxToolsHelpcalVIewMistorJiminny Activity°MorerireroxToolsHelpcalVIewMistorJiminny ...TMore unreads# jiminny-bg# platform-tickets# product_launches# random# releases# sofia-office# support# thank-yous# the_people_of jimi...o Direct messagesD. Galya Dimitrova. Steliyan Georgiev E&. Petko Kashinski. Aneliya Angelova •a. Stefka StoyanovaC. Vasil Vasilev.. Nikolay Ivanov3 Aneliva Angelova, .•.. Stoyan Tanev&. Lukas Kovalik y...::: Apps© Jira Cloud• ToastbookmarksProtllesWindowJY-207... Sira Clo...Automated report - sentryJira Cloud CDetailsConversations 4DescriptionWe still get Sentry error when attempting to sendreport resuit witnout per un.•vve need to mark such a report as Tallea so luis not picked up for sending again in one hour•nx the issue so we can have a generatedreport for the customenStatusBack ogAssigneeNoneKeporterlukas KovallkWork TypeBugPriorityOpen in Jira©ProfileController.phpc) Searchcontroller.ohr> D Settings→E Telenhonv~ D Webhook• M Hubsoot> D IntegrationAppSubsc 136(C) ActivitvProviderCont(C) ActivitvtranscriotionC) BaseController.oho© CalendarController.pC) RenortController nho* SoftphoneWebhookCC. AbstractController nhn• TrackAutomatedReportGeneratedEvent.phpPlaybackController.phpcontroLlerest: JsonkesponsegetFrequency() === AutomatedReportsService::FREQUENCY_ONE_OFF) €batch(new SendReportJob($reportUuid));port if it set and generatedSreportPodcast->getStatus() === AutomatedReportResult::STATUS_GENERATED) {•dispatch(new SendReportJob(reportUuid: $reportPodcast->getUuid()));or aucomaced reporusгдескерогс)иsnlovaradoe саuсomасeакерort, «rерorc•>pushlovatadoa saucomatedkeport, sreportroacast^OG_PREFIX . ' Triggering Event for UserPilot tracking', InatedReport->getUuid(),rtuuid.spatchinew AutomatedRedortGeneratedSautomatedRenort:h $exception) {LOG_PREFIX •" Report not found', L›detMessade Oi.istatus' →> 'error', 'message' => 'Report not found'], status: 404);SummariseLOG_PREFIX . ' Failed to update report status', ['error' => $exception-›getMessage(),return response()->json(['status' => 'error', 'message' => 'Failed to update report status'], status: 500);return response()->json(['status' => 'ok']);C PlanhaTypeError: League|Flysystem|FileCloudWatch | us-east-2O Pipelines - jiminny/app(UY-20725) (HubSpot) Optimise CIJY-20725 add HS rate limit handlin7 wuy-207731 User Pilot not rece X@Jy-20773 fix user pilot tracking for(JY-20776] Automated report - seJY-20725 add HS rate limit handlir$ (SRD-6793] Les Mills activity typePlatform Team - Backlog - Jirau Userpilot | Automated Report Gene(UY-20776] Automated report - ser-7 Platform Sorint 3 02 - Platform Te— New TabO JIMINNY@ For you(• Recent# Starred8$ Apps• Spaces+...Jiminny (New)ul Plarorm leamIID Capture TeamWD Enterprise Stability I…..I Processing TeamMl SE Kanban( Service-Desk= More spaces— FiltersB DashboardsC÷ OperationsI2 Confluence:ã Teams"= Customise sidebarB < 50hl# Retro - Platform • nowninny.atlassian.net/browse/JY-20773Q Search |+ CreateSpaces / Jiminny (New) / & JY-19240 / ** JY-20773User Pilot not receiving events on report generated~ Key detailsDescriptionWhen new report is generated User Pilot should receive tracking event. The event is still inpending meaning no new event has arrived.Steps to reproduceNoneActual outcomeAdd text IExpected outcomeAdd textSubtasksAdd subtaskLinked work itemsAdd linked work item~ ActivityAllComments HistoryWork logTtvBI..|Type /ại for Atlassian Intelligence or@ to mention and notify someone.CancelLukas Kovalik8 hours agoThe issue is most probably AutomatedReportGenerated event and not listener sendingdata to UP. The PR should address it.100% C42 & • Tue 12 May 17:07:25Ask RovoIn Devv* Improve Bug~ DetailsAssignee@ Lukas KovalikReporterLukas KovalikDevelopmentQ Open with VS Code8S Create branch4 commits1 pull request3 builds3 hours agoMERGEDLabelsNoneSub-ProductAdd optionsStory PointsOrganisationsNoneComponentsPlatformFix versionsNoneParent# JY-19240 AJ ReportsSprintPlatform Sprint 3 Q2...
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screenpipe_sync.sh — screenpipe [SSH: nas]
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Explorer (⇧⌘E) - 1 unsaved file
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: screenpipe [SSH: nas]
Explorer Section: screenpipe [SSH: nas]
SCREENPIPE [SSH: NAS]
screenpipe
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Outline Section
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app_settings.json, Editor Group 1
screenpipe_sync.sh, Editor Group 1
screenpipe_fts_migrate.sh, Editor Group 1
screenpipe_sync_updated.sh, preview, Editor Group 1
pipe.md, Editor Group 1
.env, Editor Group 1
#!/bin/bash
# screenpipe_sync.sh
# Syncs Screenpipe SQLite data (vision + audio) to a NAS archive database.
# Append-only, no deletions.
#
# Multi-install safety
# --------------------
# Source IDs reset to 1 on every screenpipe reinstall, so the NAS archive
# must not rely on source `id` being globally unique.
#
# Base tables:
# Every synced table has an `install_id` column. Logical primary key is
# (install_id, id), enforced by a UNIQUE INDEX. install_id is a UUID kept
# in ~/.screenpipe/.sync_install_id; wiping ~/.screenpipe/ (which a
# reinstall does) discards it, and the next run generates a fresh one.
#
# FTS tables:
# Fully contentless. `install_id` and `source_id` are stored as UNINDEXED
# columns and SQLite auto-assigns rowids, so source-id collisions across
# installs are impossible. Queries JOIN back to the base table on
# (install_id, source_id).
#
# First-run migration:
# If old FTS tables (which used source `id` as `rowid`) are detected,
# they are dropped and rebuilt from the base tables. One-time slow step;
# subsequent runs are normal.
#
# Schema-drift tolerant:
# New columns added upstream get ALTER TABLE'd in. Inserts use explicit
# column lists so positional drift is impossible.
#
# Usage
# -----
# ./screenpipe_sync.sh # syncs yesterday
# ./screenpipe_sync.sh 2026-04-15 # syncs a specific date
# ./screenpipe_sync.sh today # syncs today so far
# ./screenpipe_sync.sh --reset-install-id # rotate install_id and exit
# ./screenpipe_sync.sh --show-install-id # print install_id and exit
# ./screenpipe_sync.sh --list-installs # print all known installs
set -euo pipefail
# ─── CONFIG ───────────────────────────────────────────────────────────────────
DB_SRC="${SCREENPIPE_DB:-$HOME/.screenpipe/db.sqlite}"
NAS_MOUNT="${NAS_MOUNT:-/Volumes/screenpipe}"
NAS_DB="$NAS_MOUNT/archive.db"
NAS_DATA="$NAS_MOUNT/data"
LOG_FILE="$HOME/.screenpipe/sync.log"
INSTALL_ID_FILE="$HOME/.screenpipe/.sync_install_id"
# Order matters: parents before children for FK-ish references.
VISION_TABLES=(video_chunks frames elements ocr_text ui_events meetings)
AUDIO_TABLES=(speakers speaker_embeddings audio_chunks audio_transcriptions audio_tags)
SHARED_TABLES=(tags vision_tags)
ALL_SYNC_TABLES=("${VISION_TABLES[@]}" "${AUDIO_TABLES[@]}" "${SHARED_TABLES[@]}")
FTS_TABLES=(frames_fts elements_fts ui_events_fts audio_transcriptions_fts)
# ──────────────────────────────────────────────────────────────────────────────
SCRIPT_START=$(date +%s)
# ─── HELPERS ──────────────────────────────────────────────────────────────────
log() {
local msg="[$(date '+%Y-%m-%d %H:%M:%S')] $*"
echo "$msg" | tee -a "$LOG_FILE"
}
step() {
local now=$(date +%s)
local elapsed=$(( now - SCRIPT_START ))
printf "\n[+%02dm%02ds] ▶ %s\n" "$(( elapsed / 60 ))" "$(( elapsed % 60 ))" "$*" | tee -a "$LOG_FILE"
}
run_sqlite_heredoc() {
local label="$1"
local sql="$2"
local start=$(date +%s)
printf " %-40s " "$label"
sqlite3 "$DB_SRC" <<< "$sql" &
local pid=$!
local spin=[PASSWORD] '⠙' '⠹' '⠸' '⠼' '⠴' '⠦' '⠧' '⠇' '⠏')
local i=0
while kill -0 "$pid" 2>/dev/null; do
printf "\r %-40s %s " "$label" "${spin[$i]}"
i=$(( (i + 1) % 10 ))
sleep 0.2
done
wait "$pid"
local rc=$?
if [ $rc -ne 0 ]; then
printf "\r %-40s ✗ FAILED\n" "$label" | tee -a "$LOG_FILE"
exit $rc
fi
local dur=$(( $(date +%s) - start ))
printf "\r %-40s ✓ %dm%02ds\n" "$label" "$(( dur / 60 ))" "$(( dur % 60 ))" | tee -a "$LOG_FILE"
}
run_nas_sqlite() {
# Same spinner pattern, runs on the NAS DB directly. For migrations that
# don't need the source DB attached.
local label="$1"
local sql="$2"
local start=$(date +%s)
printf " %-40s " "$label"
sqlite3 "$NAS_DB" <<< "$sql" &
local pid=$!
local spin=[PASSWORD] '⠙' '⠹' '⠸' '⠼' '⠴' '⠦' '⠧' '⠇' '⠏')
local i=0
while kill -0 "$pid" 2>/dev/null; do
printf "\r %-40s %s " "$label" "${spin[$i]}"
i=$(( (i + 1) % 10 ))
sleep 0.2
done
wait "$pid"
local rc=$?
if [ $rc -ne 0 ]; then
printf "\r %-40s ✗ FAILED\n" "$label" | tee -a "$LOG_FILE"
exit $rc
fi
local dur=$(( $(date +%s) - start ))
printf "\r %-40s ✓ %dm%02ds\n" "$label" "$(( dur / 60 ))" "$(( dur % 60 ))" | tee -a "$LOG_FILE"
}
check() {
local label="$1" got="$2" expected="$3"
if [ "$got" -eq "$expected" ]; then
printf " %-25s %s / %s ✓\n" "$label:" "$got" "$expected"
else
printf " %-25s %s / %s ✗ MISMATCH\n" "$label:" "$got" "$expected"
fi
}
table_columns_with_types() {
sqlite3 "$1" "PRAGMA table_info($2);" | awk -F'|' '{print $2 "|" $3}'
}
table_columns() {
sqlite3 "$1" "PRAGMA table_info($2);" | awk -F'|' '{print $2}'
}
table_exists() {
local count
count=$(sqlite3 "$1" "SELECT COUNT(*) FROM sqlite_master WHERE type='table' AND name='$2';")
[ "$count" -gt 0 ]
}
ensure_columns() {
local table="$1"
local label="schema: $table"
printf " %-40s " "$label"
if ! table_exists "$DB_SRC" "$table"; then
printf "✗ source missing — skipping\n"
return 0
fi
if ! table_exists "$NAS_DB" "$table"; then
printf "✓ fresh (created above)\n"
return 0
fi
local src_cols nas_cols
src_cols=$(table_columns_with_types "$DB_SRC" "$table")
nas_cols=$(table_columns "$NAS_DB" "$table")
local added=0 added_names=""
while IFS='|' read -r name type; do
[ -z "$name" ] && continue
if ! echo "$nas_cols" | grep -Fxq "$name"; then
sqlite3 "$NAS_DB" "ALTER TABLE $table ADD COLUMN \"$name\" $type;"
added=$((added + 1))
added_names="$added_names $name"
fi
done <<< "$src_cols"
if [ "$added" -gt 0 ]; then
printf "✓ added %d:%s\n" "$added" "$added_names"
else
printf "✓ in sync\n"
fi
}
build_col_list() {
local table="$1" alias="${2:-}" prefix=""
[ -n "$alias" ] && prefix="${alias}."
table_columns "$DB_SRC" "$table" | awk 'NF' | awk -v p="$prefix" '{print p "\"" $0 "\""}' | paste -sd, -
}
# ──────────────────────────────────────────────────────────────────────────────
# ─── ARG HANDLING ─────────────────────────────────────────────────────────────
case "${1:-}" in
--reset-install-id)
if [ -f "$INSTALL_ID_FILE" ]; then
OLD=$(cat "$INSTALL_ID_FILE")
rm -f "$INSTALL_ID_FILE"
echo "Removed install_id: $OLD"
else
echo "No install_id file at $INSTALL_ID_FILE"
fi
echo "A new install_id will be generated on the next sync run."
exit 0
;;
--show-install-id)
if [ -f "$INSTALL_ID_FILE" ]; then cat "$INSTALL_ID_FILE"; else echo "(none)"; fi
exit 0
;;
--list-installs)
if [ -f "$NAS_DB" ] && table_exists "$NAS_DB" "_installs"; then
sqlite3 -header -column "$NAS_DB" "SELECT install_id, install_seq, first_seen, last_seen FROM _installs ORDER BY install_seq;"
else
echo "No _installs table on NAS yet."
fi
exit 0
;;
esac
if [ "${1:-}" = "today" ]; then
TARGET_DATE=$(date +%Y-%m-%d)
elif [ -n "${1:-}" ]; then
TARGET_DATE="$1"
if ! [[ "$TARGET_DATE" =~ ^[0-9]{4}-[0-9]{2}-[0-9]{2}$ ]]; then
echo "ERROR: Invalid date. Use YYYY-MM-DD, 'today', or no argument for yesterday."
exit 1
fi
else
TARGET_DATE=$(date -v-1d +%Y-%m-%d)
fi
# ─── INSTALL ID ───────────────────────────────────────────────────────────────
INSTALL_ID=""
if [ -f "$INSTALL_ID_FILE" ]; then
INSTALL_ID=$(tr -d '[:space:]' < "$INSTALL_ID_FILE")
fi
if [ -z "$INSTALL_ID" ]; then
INSTALL_ID=$(uuidgen | tr 'A-Z' 'a-z')
echo "$INSTALL_ID" > "$INSTALL_ID_FILE"
log "Generated new install_id: $INSTALL_ID"
fi
log "========================================"
log "Screenpipe sync starting for: $TARGET_DATE"
log "install_id: $INSTALL_ID"
log "========================================"
# ─── PREFLIGHT ────────────────────────────────────────────────────────────────
step "Preflight checks"
[ -f "$DB_SRC" ] || { log "ERROR: Source DB not found at $DB_SRC"; exit 1; }
printf " %-25s %s (%s)\n" "Source DB:" "OK" "$(du -sh "$DB_SRC" | cut -f1)"
[ -d "$NAS_MOUNT" ] || { log "ERROR: NAS not mounted at $NAS_MOUNT"; exit 1; }
printf " %-25s %s\n" "NAS mount:" "OK $NAS_MOUNT"
DB_ALREADY_SYNCED=false
if [ -f "$NAS_DB" ] && table_exists "$NAS_DB" "frames"; then
HAS_INSTALL_COL=$(sqlite3 "$NAS_DB" "SELECT COUNT(*) FROM pragma_table_info('frames') WHERE name='install_id';")
if [ "$HAS_INSTALL_COL" -gt "0" ]; then
EXISTING=$(sqlite3 "$NAS_DB" "SELECT COUNT(*) FROM frames WHERE date(timestamp)='$TARGET_DATE' AND install_id='$INSTALL_ID';")
else
EXISTING=$(sqlite3 "$NAS_DB" "SELECT COUNT(*) FROM frames WHERE date(timestamp)='$TARGET_DATE';")
fi
if [ "$EXISTING" -gt "0" ]; then
log "Date $TARGET_DATE / install $INSTALL_ID already has $EXISTING frames — skipping DB sync"
DB_ALREADY_SYNCED=true
else
printf " %-25s %s (%s)\n" "Archive DB:" "exists" "$(du -sh "$NAS_DB" | cut -f1)"
fi
else
printf " %-25s %s\n" "Archive DB:" "will be created"
fi
DATA_SRC="$HOME/.screenpipe/data/data/$TARGET_DATE"
if [ -d "$DATA_SRC" ]; then
printf " %-25s %s (%s files, %s)\n" "Frame data dir:" "OK" "$(ls "$DATA_SRC" | wc -l | tr -d ' ')" "$(du -sh "$DATA_SRC" | cut -f1)"
else
printf " %-25s %s\n" "Frame data dir:" "not found — skipping"
fi
shopt -s nullglob
AUDIO_SRC_FILES=( "$HOME/.screenpipe/data/"*_"${TARGET_DATE}"_*.mp4 )
shopt -u nullglob
if [ ${#AUDIO_SRC_FILES[@]} -gt 0 ]; then
AUDIO_TOTAL=$(du -ch "${AUDIO_SRC_FILES[@]}" | tail -1 | cut -f1)
printf " %-25s %s (%s files, %s)\n" "Audio files:" "OK" "${#AUDIO_SRC_FILES[@]}" "$AUDIO_TOTAL"
else
printf " %-25s %s\n" "Audio files:" "none for this date"
fi
# ─── INSTALL REGISTRY ─────────────────────────────────────────────────────────
sqlite3 "$NAS_DB" "
CREATE TABLE IF NOT EXISTS _installs (
install_id TEXT PRIMARY KEY,
install_seq INTEGER NOT NULL UNIQUE,
first_seen TEXT NOT NULL DEFAULT (datetime('now')),
last_seen TEXT NOT NULL DEFAULT (datetime('now'))
);
INSERT OR IGNORE INTO _installs(install_id, install_seq)
VALUES ('$INSTALL_ID', (SELECT COALESCE(MAX(install_seq),0)+1 FROM _installs));
UPDATE _installs SET last_seen = datetime('now') WHERE install_id = '$INSTALL_ID';
"
# ─── SCHEMA MIGRATION: install_id on base tables ─────────────────────────────
if [ -f "$NAS_DB" ]; then
step "Schema migration: install_id on base tables"
LEGACY_TAG="legacy-$(date +%Y%m%d)"
LEGACY_USED=false
for tbl in "${ALL_SYNC_TABLES[@]}"; do
if ! table_exists "$NAS_DB" "$tbl"; then continue; fi
HAS_COL=$(sqlite3 "$NAS_DB" "SELECT COUNT(*) FROM pragma_table_info('$tbl') WHERE name='install_id';")
if [ "$HAS_COL" = "0" ]; then
ROW_COUNT=$(sqlite3 "$NAS_DB" "SELECT COUNT(*) FROM $tbl;")
printf " %-40s adding install_id, backfill %s rows → %s\n" "$tbl" "$ROW_COUNT" "$LEGACY_TAG"
sqlite3 "$NAS_DB" "ALTER TABLE $tbl ADD COLUMN install_id TEXT;"
sqlite3 "$NAS_DB" "UPDATE $tbl SET install_id = '$LEGACY_TAG' WHERE install_id IS NULL;"
[ "$ROW_COUNT" -gt "0" ] && LEGACY_USED=true
fi
# vision_tags has a composite PK (vision_id, tag_id), no `id` column.
if [ "$tbl" = "vision_tags" ]; then
sqlite3 "$NAS_DB" "CREATE UNIQUE INDEX IF NOT EXISTS idx_vision_tags_install_pk ON vision_tags(install_id, vision_id, tag_id);"
else
sqlite3 "$NAS_DB" "CREATE UNIQUE INDEX IF NOT EXISTS idx_${tbl}_install_pk ON ${tbl}(install_id, id);"
fi
done
if [ "$LEGACY_USED" = true ]; then
sqlite3 "$NAS_DB" "
INSERT OR IGNORE INTO _installs(install_id, install_seq, first_seen, last_seen)
VALUES ('$LEGACY_TAG', (SELECT COALESCE(MAX(install_seq),0)+1 FROM _installs), 'pre-migration', 'pre-migration');
"
fi
fi
# ─── SCHEMA MIGRATION: rebuild FTS if old schema detected ────────────────────
# Old schema either uses content='<table>' or lacks install_id UNINDEXED.
# Either way: drop, recreate contentless, repopulate from base tables.
if [ -f "$NAS_DB" ]; then
OLD_FTS_DETECTED=false
for fts in "${FTS_TABLES[@]}"; do
if table_exists "$NAS_DB" "$fts"; then
SCHEMA_SQL=$(sqlite3 "$NAS_DB" "SELECT sql FROM sqlite_master WHERE name='$fts';")
if echo "$SCHEMA_SQL" | grep -q "content=" || ! echo "$SCHEMA_SQL" | grep -q "install_id"; then
OLD_FTS_DETECTED=true
break
fi
fi
done
if [ "$OLD_FTS_DETECTED" = true ]; then
step "FTS migration: rebuilding all FTS tables (one-time)"
log "WARNING: this can take a while on a large archive."
for fts in "${FTS_TABLES[@]}"; do
if table_exists "$NAS_DB" "$fts"; then
run_nas_sqlite "drop old $fts" "DROP TABLE $fts;"
fi
done
run_nas_sqlite "create new frames_fts" "
CREATE VIRTUAL TABLE frames_fts USING fts5(
full_text, app_name, window_name, browser_url,
install_id UNINDEXED, source_id UNINDEXED,
tokenize='unicode61'
);
"
run_nas_sqlite "create new elements_fts" "
CREATE VIRTUAL TABLE elements_fts USING fts5(
text, role,
install_id UNINDEXED, source_id UNINDEXED, frame_id UNINDEXED,
tokenize='unicode61'
);
"
run_nas_sqlite "create new ui_events_fts" "
CREATE VIRTUAL TABLE ui_events_fts USING fts5(
text_content, app_name, window_title, element_name,
install_id UNINDEXED, source_id UNINDEXED,
tokenize='unicode61'
);
"
run_nas_sqlite "create new audio_transcriptions_fts" "
CREATE VIRTUAL TABLE audio_transcriptions_fts USING fts5(
transcription, device,
speaker_id UNINDEXED, install_id UNINDEXED, source_id UNINDEXED,
tokenize='unicode61'
);
"
if table_exists "$NAS_DB" "frames"; then
run_nas_sqlite "rebuild frames_fts" "
INSERT INTO frames_fts(full_text, app_name, window_name, browser_url, install_id, source_id)
SELECT full_text, app_name, window_name, browser_url, install_id, id
FROM frames WHERE full_text IS NOT NULL AND full_text != '';
"
fi
if table_exists "$NAS_DB" "elements"; then
run_nas_sqlite "rebuild elements_fts" "
INSERT INTO elements_fts(text, role, install_id, source_id, frame_id)
SELECT text, role, install_id, id, frame_id
FROM elements WHERE text IS NOT NULL;
"
fi
if table_exists "$NAS_DB" "ui_events"; then
run_nas_sqlite "rebuild ui_events_fts" "
INSERT INTO ui_events_fts(text_content, app_name, window_title, element_name, install_id, source_id)
SELECT text_content, app_name, window_title, element_name, install_id, id
FROM ui_events WHERE text_content IS NOT NULL;
"
fi
if table_exists "$NAS_DB" "audio_transcriptions"; then
run_nas_sqlite "rebuild audio_transcriptions_fts" "
INSERT INTO audio_transcriptions_fts(transcription, device, speaker_id, install_id, source_id)
SELECT transcription, COALESCE(device,''), speaker_id, install_id, id
FROM audio_transcriptions WHERE transcription IS NOT NULL AND transcription != '';
"
fi
log "FTS rebuild complete."
fi
fi
# ─── DB SYNC ──────────────────────────────────────────────────────────────────
if [ "$DB_ALREADY_SYNCED" = false ]; then
step "Counting source rows for $TARGET_DATE"
SRC_FRAMES=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM frames WHERE date(timestamp) = '$TARGET_DATE';")
SRC_ELEMENTS=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM elements WHERE frame_id IN (SELECT id FROM frames WHERE date(timestamp) = '$TARGET_DATE');")
SRC_UI=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM ui_events WHERE date(timestamp) = '$TARGET_DATE';")
SRC_OCR=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM ocr_text WHERE frame_id IN (SELECT id FROM frames WHERE date(timestamp) = '$TARGET_DATE');")
SRC_MEETINGS=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM meetings WHERE date(meeting_start) = '$TARGET_DATE';")
SRC_ACHUNKS=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM audio_chunks WHERE date(timestamp) = '$TARGET_DATE';")
SRC_ATRANS=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM audio_transcriptions WHERE audio_chunk_id IN (SELECT id FROM audio_chunks WHERE date(timestamp) = '$TARGET_DATE');")
SRC_ATAGS=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM audio_tags WHERE audio_chunk_id IN (SELECT id FROM audio_chunks WHERE date(timestamp) = '$TARGET_DATE');")
SRC_VTAGS=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM vision_tags WHERE vision_id IN (SELECT id FROM frames WHERE date(timestamp) = '$TARGET_DATE');")
SRC_SPEAKERS=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM speakers;")
SRC_SEMB=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM speaker_embeddings;")
SRC_TAGS=$(sqlite3 "$DB_SRC" "SELECT COUNT(*) FROM tags;")
printf " %-25s %s\n" "frames:" "$SRC_FRAMES"
printf " %-25s %s\n" "elements:" "$SRC_ELEMENTS"
printf " %-25s %s\n" "ui_events:" "$SRC_UI"
printf " %-25s %s\n" "ocr_text:" "$SRC_OCR"
printf " %-25s %s\n" "meetings:" "$SRC_MEETINGS"
printf " %-25s %s\n" "audio_chunks:" "$SRC_ACHUNKS"
printf " %-25s %s\n" "audio_transcriptions:" "$SRC_ATRANS"
printf " %-25s %s\n" "audio_tags:" "$SRC_ATAGS"
printf " %-25s %s\n" "vision_tags:" "$SRC_VTAGS"
printf " %-25s %s (all-time)\n" "speakers:" "$SRC_SPEAKERS"
printf " %-25s %s (all-time)\n" "speaker_embeddings:" "$SRC_SEMB"
printf " %-25s %s (all-time)\n" "tags:" "$SRC_TAGS"
if [ "$SRC_FRAMES" -eq "0" ] && [ "$SRC_ACHUNKS" -eq "0" ]; then
log "No frames or audio chunks for $TARGET_DATE — skipping DB sync"
DB_ALREADY_SYNCED=true
fi
fi
if [ "$DB_ALREADY_SYNCED" = false ]; then
step "Initialising tables (CREATE IF NOT EXISTS)"
run_sqlite_heredoc "creating vision tables" "
ATTACH '$NAS_DB' AS nas;
CREATE TABLE IF NOT EXISTS nas.frames AS SELECT * FROM main.frames WHERE 0;
CREATE TABLE IF NOT EXISTS nas.elements AS SELECT * FROM main.elements WHERE 0;
CREATE TABLE IF NOT EXISTS nas.ui_events AS SELECT * FROM main.ui_events WHERE 0;
CREATE TABLE IF NOT EXISTS nas.ocr_text AS SELECT * FROM main.ocr_text WHERE 0;
CREATE TABLE IF NOT EXISTS nas.video_chunks AS SELECT * FROM main.video_chunks WHERE 0;
CREATE TABLE IF NOT EXISTS nas.meetings AS SELECT * FROM main.meetings WHERE 0;
DETACH nas;
"
run_sqlite_heredoc "creating audio tables" "
ATTACH '$NAS_DB' AS nas;
CREATE TABLE IF NOT EXISTS nas.audio_chunks AS SELECT * FROM main.audio_chunks WHERE 0;
CREATE TABLE IF NOT EXISTS nas.audio_transcriptions AS SELECT * FROM main.audio_transcriptions WHERE 0;
CREATE TABLE IF NOT EXISTS nas.speakers AS SELECT * FROM main.speakers WHERE 0;
CREATE TABLE IF NOT EXISTS nas.speaker_embeddings AS SELECT * FROM main.speaker_embeddings WHERE 0;
CREATE TABLE IF NOT EXISTS nas.audio_tags AS SELECT * FROM main.audio_tags WHERE 0;
DETACH nas;
"
run_sqlite_heredoc "creating shared tables" "
ATTACH '$NAS_DB' AS nas;
CREATE TABLE IF NOT EXISTS nas.tags AS SELECT * FROM main.tags WHERE 0;
CREATE TABLE IF NOT EXISTS nas.vision_tags AS SELECT * FROM main.vision_tags WHERE 0;
DETACH nas;
"
# Ensure install_id + unique index on freshly-created tables too.
for tbl in "${ALL_SYNC_TABLES[@]}"; do
HAS_COL=$(sqlite3 "$NAS_DB" "SELECT COUNT(*) FROM pragma_table_info('$tbl') WHERE name='install_id';")
[ "$HAS_COL" = "0" ] && sqlite3 "$NAS_DB" "ALTER TABLE $tbl ADD COLUMN install_id TEXT;"
if [ "$tbl" = "vision_tags" ]; then
sqlite3 "$NAS_DB" "CREATE UNIQUE INDEX IF NOT EXISTS idx_vision_tags_install_pk ON vision_tags(install_id, vision_id, tag_id);"
else
sqlite3 "$NAS_DB" "CREATE UNIQUE INDEX IF NOT EXISTS idx_${tbl}_install_pk ON ${tbl}(install_id, id);"
fi...
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screenpipe_sync.sh — screenpipe [SSH: nas]
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Explorer (⇧⌘E) - 1 unsaved file
1
Search (⇧⌘F)
Explorer (⇧⌘E) - 1 unsaved file
1
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update, 1 requires restart
3
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: screenpipe [SSH: nas]
Explorer Section: screenpipe [SSH: nas]
SCREENPIPE [SSH: NAS]
screenpipe
!
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
app_settings.json, Editor Group 1
screenpipe_sync.sh, Editor Group 1
screenpipe_fts_migrate.sh, Editor Group 1
screenpipe_sync_updated.sh, preview, Editor Group 1
pipe.md, Editor Group 1
.env, Editor Group 1
Activity°MorerireroxToolsHelpcalVIewMistorJiminny ...TMore unreads# jiminny-bg# platform-tickets# product_launches# random# releases# sofia-office# support# thank-yous# the_people_of jimi...o Direct messagesD. Galya Dimitrova. Steliyan Georgiev E&. Petko Kashinski. Aneliya Angelova •a. Stefka StoyanovaC. Vasil Vasilev.. Nikolay Ivanov3 Aneliva Angelova, .•.. Stoyan Tanev&. Lukas Kovalik y...::: Apps© Jira Cloud• ToastbookmarksProtllesWindowJY-207... Sira Clo...Automated report - sentryJira Cloud CDetailsConversations 4DescriptionWe still get Sentry error when attempting to sendreport resuit witnout per un.•vve need to mark such a report as Tallea so luis not picked up for sending again in one hour•nx the issue so we can have a generatedreport for the customenStatusBack ogAssigneeNoneKeporterlukas KovallkWork TypeBugPriorityOpen in Jira©ProfileController.phpc) Searchcontroller.ohr> D Settings→E Telenhonv~ D Webhook• M Hubsoot> D IntegrationAppSubsc 136(C) ActivitvProviderCont(C) ActivitvtranscriotionC) BaseController.oho© CalendarController.pC) RenortController nho* SoftphoneWebhookCC. AbstractController nhn• TrackAutomatedReportGeneratedEvent.phpPlaybackController.phpcontroLlerest: JsonkesponsegetFrequency() === AutomatedReportsService::FREQUENCY_ONE_OFF) €batch(new SendReportJob($reportUuid));port if it set and generatedSreportPodcast->getStatus() === AutomatedReportResult::STATUS_GENERATED) {•dispatch(new SendReportJob(reportUuid: $reportPodcast->getUuid()));or aucomaced reporusгдескерогс)иsnlovaradoe саuсomасeакерort, «rерorc•>pushlovatadoa saucomatedkeport, sreportroacast^OG_PREFIX . ' Triggering Event for UserPilot tracking', InatedReport->getUuid(),rtuuid.spatchinew AutomatedRedortGeneratedSautomatedRenort:h $exception) {LOG_PREFIX •" Report not found', L›detMessade Oi.istatus' →> 'error', 'message' => 'Report not found'], status: 404);SummariseLOG_PREFIX . ' Failed to update report status', ['error' => $exception-›getMessage(),return response()->json(['status' => 'error', 'message' => 'Failed to update report status'], status: 500);return response()->json(['status' => 'ok']);C PlanhaTypeError: League|Flysystem|FileCloudWatch | us-east-2O Pipelines - jiminny/app(UY-20725) (HubSpot) Optimise CIJY-20725 add HS rate limit handlin7 wuy-207731 User Pilot not rece X@Jy-20773 fix user pilot tracking for(JY-20776] Automated report - seJY-20725 add HS rate limit handlir$ (SRD-6793] Les Mills activity typePlatform Team - Backlog - Jirau Userpilot | Automated Report Gene(UY-20776] Automated report - ser-7 Platform Sorint 3 02 - Platform Te— New TabO JIMINNY@ For you(• Recent# Starred8$ Apps• Spaces+...Jiminny (New)ul Plarorm leamIID Capture TeamWD Enterprise Stability I…..I Processing TeamMl SE Kanban( Service-Desk= More spaces— FiltersB DashboardsC÷ OperationsI2 Confluence:ã Teams"= Customise sidebarB < 50hl# Retro - Platform • nowninny.atlassian.net/browse/JY-20773Q Search |+ CreateSpaces / Jiminny (New) / & JY-19240 / ** JY-20773User Pilot not receiving events on report generated~ Key detailsDescriptionWhen new report is generated User Pilot should receive tracking event. The event is still inpending meaning no new event has arrived.Steps to reproduceNoneActual outcomeAdd text IExpected outcomeAdd textSubtasksAdd subtaskLinked work itemsAdd linked work item~ ActivityAllComments HistoryWork logTtvBI..|Type /ại for Atlassian Intelligence or@ to mention and notify someone.CancelLukas Kovalik8 hours agoThe issue is most probably AutomatedReportGenerated event and not listener sendingdata to UP. The PR should address it.100% C42 & • Tue 12 May 17:07:25Ask RovoIn Devv* Improve Bug~ DetailsAssignee@ Lukas KovalikReporterLukas KovalikDevelopmentQ Open with VS Code8S Create branch4 commits1 pull request3 builds3 hours agoMERGEDLabelsNoneSub-ProductAdd optionsStory PointsOrganisationsNoneComponentsPlatformFix versionsNoneParent# JY-19240 AJ ReportsSprintPlatform Sprint 3 Q2...
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screenpipe_sync.sh — screenpipe [SSH: nas]
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Could not establish connection to "nas".
C Could not establish connection to "nas".
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CodFileEditSelectionViewRunTerminalWindowHelpO.emho dator Caula nat no anonod dulo th an tnoynoctod omar olasehShow LogsOUTPUT128:35:48,9101 Rest.resolveWithLocalServer (/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/extension.is:2:788147ynckusclslukos.vscooc/cxtchsons/-scocccolc.lcolcsh0.110.0/0ul/cxichs1on.3.4.011411t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(20:35:48.915)manntone Oifl N kint found fe dha eaeant PheedoeGoAn t!100% 1428. Tue 26 May 20:35:5008(0 00Review pro ect and olan>Could not establish connectiorClose RemoteRetrMore Actions.vx=8 .....
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Could not establish connection to "nas".
C Could not establish connection to "nas".
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Retry
More Actions...
FirefoxFileEditViewHistoryBookmarksToolsWindowHelp100% <8 • Tue 26 May 20:36:13screenpipe"DOCKER₴81DEV (docker)O ₴2APP (-zsh)• *3whisper_model_load:qntvr=0"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.whisper_model_load:type= 1 (tiny)whisper_model_load:adding1608extra tokenswhisper_model_load: n_langs=99whisper_model_load:Metaltotalsize =77.11 MBwhisper_model_load:modelsize77.11 MB2026-05-26T20:34:57.6937222INFO screenpipe_audio::transcription::engine: whisper model loaded successfullywhisper_backend_init_gpu:device 0: Metal (type:1)whisper_backend_init_gpu:found GPU device 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init:founddevice: Apple M1ggml_metal_init:picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init: use concurrency= trueggml_metal_init: use graph optimize=truewhisper_backend_init: using BLAS backendwhisper_init_state: kv selfsize3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)14.17 MBwhisper_init_state: compute buffer(encode)=65.96 MBwhisper_init_state: compute buffer (cross)whisper_init_state:computebuffer(decode)=8.50 MB=96.83 MB2026-05-26T20:34:57.698597ZINFOscreenpipe_audio::audio_manager::manager: transcription session created(will be reused across segments)2026-05-26T20:34:57.698798ZINFOscreenpipe_audio::meeting_streaming::controller: meeting streaming: coordinator listening (provider=selected-engine)2026-05-26120:34:57.7000882INFOscreenpipe_audio::audio_manager::manager: seeded67speakers (named + unnamed) from DB into embedding manager2026-05-26T20:34:57.701536ZINFOscreenpipe_audio::audio_manager::manager: audio manager started2026-05-26T20:34:57.701576ZINFOscreenpipe_audio::audio_manager::manager: calendar-assistedspeakerdiarization: listening for meeting events2026-05-26T20:34:58.863416ZINFOscreenpipe_audio::device::device_manager: starting recording for device: System Audio (output)2026-05-26120:34:58.864807ZINFOsck_rs::stream_manager:2026-05-26T20:34:59.014727Zpersistent SCK stream started for display 2 (1920x800, 2fps, 0 excluded)INFOscreenpipe_audio::device::device_manager:starting recording for device: MacBook Pro Microphone (input)2026-05-26T20:34:59.014823ZINFOscreenpipe_audio::core::run_record_and_transcribe: starting continuous recording for MacBook Pro Microphone (input) (wired / 30s segments)2026-05-26120:34:59.0148342INFOscreenpipe_audio::core::run_record_and_transcribe: startingcontinuous recordingfor System Audio (output) (unknown / 30s segments)2026-05-26T20:35:19.528078ZINFOscreenpipe_engine::event_driven_capture: content dedup:skipping capture for monitor 2 (hash=6006427227685445749, trigger=visual_change)2026-05-26T20:35:29.140170ZINFOscreenpipe_engine::frame_linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72712 paired=1 still_pending=02026-05-26T20:35:37.241805ZINFOscreenpipe_engine:: frame_linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72715 paired=1 still_pending=02026-05-26T20:35:40.312430ZINFOscreenpipe_engine: : frame.linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72716 paired-1 still_pending=02026-05-26T20:53.422567ZFROM\nframes\nWHERE\nWARNsqlx::query:summary="SELECT id, snapshot_path,device_name,db.statement="\n\nSELECT\n id,\nsnapshot_path, \ndevice_name, \ntimestamp\nsnapshot_pathISNOTNULL\nANDtimestamp < ?1\nORDER BYlndevice_name, \ntimestamp ASC\nLIMIT\n 5000\n" rows_affected-0 rows_returned-136 elapsed-5.95980045852026-05-26T20:35:53.422796Z2026-05-26T20:35:57.869877Z2026-05-26120:36:01.6015592INFOscreenpipe_engine::snapshot_compaction: snapshot compaction: found 136eligible framesINFOscreenpipe_engine::snapshot_compaction: snapshot compaction: 75 frames,INFOscreenpipe.engine::snapshot_compaction: snapshot compaction: 59 frames, 9.2MB + 2.OMB (4.7x), 59 JPEGs deleted20 (2), o ee cadd...
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72724
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72725
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
CodFileEditSelectionViewRunTerminalWindowHelpO.emE%ho dator Caula nat no anonod dulo th an tnoynoctod omar olasehShow LogsOUTPUT128:35:48,9101 Resynckusclslukos.vscooc/cxtchsons/-scocccolc.lcolcsh0.110.0/0ul/cxichs1on.3.4.011411t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(29:35:48.915)manntone Oifl N kint found fe dha eaeant PheedoeGoAn t!100% 1428. Tue 26 May 20:36:2008(0 00Review pro ect and olan>Could not establish connectiorClose RemoteRetrMore Actions.Remote - SSHvxA.IA>(*) Screen reader usage detected. Do you want to enable...
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72725
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72726
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
FirefoxFileEditViewHistoryBookmarksToolsWindowHelp100% <8• Tue 26 May 20:36:44screenpipe"DOCKER• ₴1DEV (docker)O 82APP (-zsh)• *3whisper_model_load:qntvr=0"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.whisper_model_load:type1 (tiny)whisper_model_load:adding1608extra tokenswhisper_model_load: n_langs=99whisper_model_load:Metaltotalsize =77.11 MBwhisper_model_load:modelsize77.11 MB2026-05-26T20:34:57.6937222INFO screenpipe_audio::transcription::engine: whisper model loaded successfullywhisper_backend_init_gpu:device 0: Metal (type:1)whisper_backend_init_gpu:found GPU device 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init:founddevice: Apple M1ggml_metal_init:picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init: use concurrency= trueggml_metal_init: use graph optimize=truewhisper_backend_init: using BLAS backendwhisper_init_state: kv selfsize3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)14.17 MBwhisper_init_state: compute buffer(encode)=65.96 MBwhisper_init_state: compute buffer (cross)whisper_init_state:computebuffer(decode)=8.50 MB=96.83 MB2026-05-26T20:34:57.698597ZINFOscreenpipe_audio::audio_manager::manager: transcription session created(will be reused across segments)2026-05-26T20:34:57.698798ZINFOscreenpipe_audio::meeting_streaming::controller: meeting streaming: coordinator listening (provider=selected-engine)2026-05-26120:34:57.7000882INFOscreenpipe_audio::audio_manager::manager: seeded67speakers (named + unnamed) from DB into embedding manager2026-05-26T20:34:57.701536ZINFOscreenpipe_audio::audio_manager::manager: audio manager started2026-05-26T20:34:57.701576ZINFOscreenpipe_audio::audio_manager::manager: calendar-assistedspeakerdiarization: listening for meeting events2026-05-26T20:34:58.863416ZINFOscreenpipe_audio::device::device_manager: starting recording for device: System Audio (output)2026-05-26120:34:58.864807ZINFOsck_rs::stream_manager:2026-05-26T20:34:59.014727Zpersistent SCK stream started for display 2 (1920x800, 2fps, 0 excluded)INFOscreenpipe_audio::device::device_manager:starting recording for device: MacBook Pro Microphone (input)2026-05-26T20:34:59.014823ZINFOscreenpipe_audio::core::run_record_and_transcribe: starting continuous recording for MacBook Pro Microphone (input) (wired / 30s segments)2026-05-26120:34:59.0148342INFOscreenpipe_audio::core::run_record_and_transcribe: startingcontinuous recordingfor System Audio (output) (unknown / 30s segments)2026-05-26T20:35:19.528078ZINFOscreenpipe_engine::event_driven_capture: content dedup:skipping capture for monitor 2 (hash=6006427227685445749, trigger=visual_change)2026-05-26T20:35:29.140170ZINFOscreenpipe_engine::frame_linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72712 paired=1 still_pending=02026-05-26T20:35:37.241805ZINFOscreenpipe_engine:: frame_linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72715 paired=1 still_pending=02026-05-26T20:35:40.312430ZINFOscreenpipe_engine: : frame.linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72716 paired-1 still_pending=02026-05-26T20:53.422567ZFROM\nframes\nWHERE\nWARNsqlx::query:summary="SELECT id, snapshot_path,device_name,db.statement="\n\nSELECT\n id,\nsnapshot_path, \ndevice_name, \ntimestamp\nsnapshot_pathISNOTNULL\nANDtimestamp < ?1\nORDER BYlndevice_name, \ntimestamp ASC\nLIMIT\n 5000\n" rows_affected-0 rows_returned-136 elapsed-5.95980045852026-05-26T20:35:53.422796Z2026-05-26T20:35:57.869877Z2026-05-26120:36:01.6015592INFOscreenpipe_engine::snapshot_compaction: snapshot compaction: found 136eligible framesINFOscreenpipe_engine::snapshot_compaction: snapshot compaction: 75 frames,INFOscreenpipe.engine::snapshot_compaction: snapshot compaction: 59 frames, 9.2MB + 2.OMB (4.7x), 59 JPEGs deleted20 (2), o ee cadd...
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
CodFileEditSelectionViewRunTerminalWindowHelpO.emE%ho dator Caula nat no anonod dulo th an tnoynoctod omar olasehShow LogsOUTPUT128:35:48,9101 Resynckusclslukos.vscooc/cxtchsons/-scocccolc.lcolcsh0.110.0/0ul/cxichs1on.3.4.011411t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(29:35:48.915)manntone Oifl N kint found fe dha eaeant PheedoeGoAn t!100% 1428. Tue 26 May 20:36:5008(0 00Review pro ect and olan>Could not establish connectiorClose RemoteRetrMore Actions.Remote - SSHvxA.IA>(*) Screen reader usage detected. Do you want to enable...
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72727
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72728
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
CodFileEditSelectionViewRunTerminalWindowHelpO.emE%ho dator Caula nat no anonod dulo th an tnoynoctod omar olasehShow LogsOUTPUT128:35:48,9101 Resynckusclslukos.vscooc/cxtchsons/-scocccolc.lcolcsh0.110.0/0ul/cxichs1on.3.4.011411t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(29:35:48.915)manntone Oifl N kint found fe dha eaeant PheedoeGoAn t!100% 1428. Tue 26 May 20:37:2*08(0 00Review pro ect and olan>Could not establish connectiorClose RemoteRetrMore Actions.Remote - SSHvxA.IA>(*) Screen reader usage detected. Do you want to enable...
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72729
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
FirefoxFileEditViewHistoryBookmarksToolsWindowHelp100% <8• Tue 26 May 20:37:28screenpipe"₴2DOCKERO 81DEV (docker)APP (-zsh)• *3whisper_init_state:kv padsize=2.36 MB"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.whisper_init_state:compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state:compute buffer (cross)=whisper_init_state:compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type:1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt:0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device:Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrency= trueggml_metal_init: use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize =2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu:device 0: Metal (type: 1)whisper_backend_init_gpu: found GPUdevice 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrencytrueggml_metal_init:use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocating2026-05-26T20:36:59.182696ZINFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 1 (hash=-8193354591428272283, trigger=visual_change)2026-05-26120:36:59.4419922INFO screenpipe_audio::audio_manager::manager: reconciliation: transcribed 40 orphaned chunks...
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72729
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72730
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
CodFileEditSelectionViewRunTerminalWindowHelpO.emE%ho dator Caula nat no anonod dulo th an tnoynoctod omar olasehShow LogsOUTPUT128:35:48,9101 Resynckusclslukos.vscooc/cxtchsons/-scocccolc.lcolcsh0.110.0/0ul/cxichs1on.3.4.011411t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(29:35:48.915)manntone Oifl N kint found fe dha eaeant PheedoeGoAn t!100% 142. Tue 26 May 20:37:5*08(0 00Review pro ect and olan>Could not establish connectiorClose RemoteRetrMore Actions.Remote - SSHvxA.IA>(*) Screen reader usage detected. Do you want to enable...
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72731
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
FirefoxFileEditViewHistoryBookmarksToolsWindowHelp100% <8 • Tue 26 May 20:37:59screenpipe"₴2DOCKERO 81DEV (docker)APP (-zsh)• *3whisper_init_state:kv padsize=2.36 MB"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.whisper_init_state:compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state:compute buffer (cross)=whisper_init_state:compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type:1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt:0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device:Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrency= trueggml_metal_init: use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize =2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu:device 0: Metal (type: 1)whisper_backend_init_gpu: found GPUdevice 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrencytrueggml_metal_init:use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocating2026-05-26T20:36:59.182696ZINFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 1 (hash=-8193354591428272283, trigger=visual_change)2026-05-26120:36:59.4419922INFO screenpipe_audio::audio_manager::manager: reconciliation: transcribed 40 orphaned chunks...
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
CodFileEditSelectionViewRunTerminalWindowHelpO.emE%ho dator Caula nat no anonod dulo th an tnoynoctod omar olasehShow LogsOUTPUT128:35:48,9101 Resynckusclslukos.vscooc/cxtchsons/-scocccolc.lcolcsh0.110.0/0ul/cxichs1on.3.4.011411t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(29:35:48.915)manntone Oifl N kint found fe dha eaeant PheedoeGoAn t!100% 1428. Tue 26 May 20:38:2108(0 00Review pro ect and olan>Could not establish connectiorClose RemoteRetrMore Actions.Remote - SSHvxA.IA>(*) Screen reader usage detected. Do you want to enable...
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
FirefoxFileEditViewHistoryBookmarksToolsWindowHelp100% <8• Tue 26 May 20:38:29screenpipe"₴2DOCKERO 81DEV (docker)APP (-zsh)• *3whisper_init_state:kv padsize=2.36 MB"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.whisper_init_state:compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state:compute buffer (cross)=whisper_init_state:compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type:1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt:0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device:Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrency= trueggml_metal_init: use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize =2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu:device 0: Metal (type: 1)whisper_backend_init_gpu: found GPUdevice 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrencytrueggml_metal_init:use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocating2026-05-26T20:36:59.182696ZINFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 1 (hash=-8193354591428272283, trigger=visual_change)2026-05-26120:36:59.4419922INFO screenpipe_audio::audio_manager::manager: reconciliation: transcribed 40 orphaned chunks...
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
CodFileEditSelectionViewRunTerminalWindowHelpO.emE%ho dator Caula nat no anonod dulo th an tnoynoctod omar olasehShow LogsOUTPUT128:35:48,9101 Resynckusclslukos.vscooc/cxtchsons/-scocccolc.lcolcsh0.110.0/0ul/cxichs1on.3.4.011411t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(29:35:48.915)manntone Oifl N kint found fe dha eaeant PheedoeGoAn t!100% 142Q. Tue 26 May 20:38:5108(0 00Review pro ect and olan>Could not establish connectiorClose RemoteRetrMore Actions.Remote - SSHvxA.IA>(*) Screen reader usage detected. Do you want to enable...
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
FirefoxFileEditViewHistoryBookmarksToolsWindowHelp100% <8• Tue 26 May 20:39:05screenpipe"$82DOCKERDEV (docker)APP (-zsh)• *3whisper_init_state:compute buffer(decode) =96.83 MB"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.ggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type: 1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt:Cb: Mtal (eype: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init: use concurrency= trueggml_metal_init: use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv selfsize=3.15MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type: 1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt: 0)(b: Ma (type: 1, ent: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init:picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init: use concurrency= trueggml_metal_init: use graph optimize= truewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode)=whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocating2026-05-26T20:36:59.182696ZINFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 1 (hash=-8193354591428272283, trigger=visual_change)2026-05-26T20:36:59.441992ZINFO screenpipe_audio::audio_manager::manager: reconciliation: transcribed 40 orphaned chunks2026-05-26120:38:55.372811ZWARNscreenpipe_engine::frame_linker_actor: frame_linker: stale entries expired without pairing(frame or event never arrived) evicted=4 pending_events=0 pending_frames=0 total_pairs=3 total_evicted=4 total_failed=02026-05-26T20:38:55.373043ZINFO screenpipe_engine::frame_linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72720 paired-1 still_pending=02026-05-26120:38:58.3158572INFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 1 (hash=-8193354591428272283, trigger=visual_change)forentr, tori v Cfins-3165954534 77770 ps, ed...
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
FirefoxFileEditViewHistoryBookmarksToolsWindowHelp100% <8• Tue 26 May 20:39:06screenpipe"₴2DOCKERDEV (docker)APP (-zsh)• *3whisper_init_state:compute buffer(decode) =96.83 MB"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.ggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type: 1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt:0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init: use concurrency= trueggml_metal_init: use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv selfsize=3.15MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type: 1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init:found device:Apple M1ggml_metal_init:picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrency= trueggml_metal_init: use graph optimizetruewhisper_backend_init: using BLASbackendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer(encode)whisper_init_state: compute buffer(cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocating2026-05-26T20:36:59.182696ZINFOscreenpipe_engine::puantdniven_capture: content dedup: skipping capture for monitor 1 (hash=-8193354591428272283, trigger=visual_change)2026-05-26T20:36:59.441992ZINFOscreenpipe_audio::alNotion ger::manager: reconciliation: transcribed 40 orphaned chunks2026-05-26120:38:55.372811ZWARNscreenpipe_engine:: frame.-linker_actor: frame_linker: stale entries expired without pairing (frameeventnever arrived) evicted=4 pending_events=0pending_frames=0 total_pairs=32026-05-26T20:38:55.373043ZINFOSC2026-05-26120:38:58.3158572INFOSC$1310 paired-1 still_pending=02283, trigger=visual_change)...
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
FirefoxFileEditViewHistoryBookmarksToolsWindowHelp100% <8• Tue 26 May 20:39:07screenpipe"₴2DOCKERDEV (docker)APP (-zsh)• *3whisper_init_state:compute buffer(decode) =96.83 MB"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.ggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type: 1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt:0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init: use concurrency= trueggml_metal_init: use graph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv selfsize=3.15MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type: 1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init:found device:Apple M1ggml_metal_init:picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrency= trueggml_metal_init:use graph optimizetruewhisper_backend_init: using BLASbackendwhisper_init_state: kv self size3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer(encode)whisper_init_state: compute buffer(cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free:deallocating2026-05-26T20:36:59.182696ZINFOscreenpipe_engine::event_driven_capture: content dedup: skipping capture for mnniton 1 Chach=-8193354591428272283, trigger=visual_change)2026-05-26T20:36:59.441992ZINFOscreenpipe_audio::audio_manager::manager: reconciliation: transcribed 40 or Notion Calendar2026-05-26120:38:55.372811ZWARNscreenpipe_engine::frame_linker_actor: frame_linker: stale entries expired withoutpairing(frameoreventnever arrived) evicted=4 pending_events=0pending_frames=0 total_pairs=32026-05-26T20:38:55.373043ZINFOSC2026-05-26120:38:58.3158572INFOSC$13120 paired-1 still_pending=02283, trigger=visual_change)...
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Could not establish connection to "nas".
C Could not establish connection to "nas".
Close Remote
Retry
More Actions...
CodFileEditSelectionViewRunTerminalWindowHelpO.emE%1ho datar Cla nat no anonod dulo to an unoynoctod omor loloseShow LogsOUTPUT(20:39:07,364) Reswaswnckw/uscrslukos.vscooc/cxichsons/vscoor/cot.lcoxcnr0.110.0/0ul/exxchs1on.3.4.0114//at. async.t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(20:39:87.368)136.20.07 2601 M kint Ghund fn iha eeint hentonGoAn t!100% 1428. Tue 26 May 20:39:2908 10 9Review pro ect and olan>Could not establish connectiorClose RemoteRetryMore Actions.vx=8 .....
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CodFileEditSelectionViewRunTerminalWindowHelpO.emE CodFileEditSelectionViewRunTerminalWindowHelpO.emE%ho dator Caula nat no anonod dulo to an lunoynoctod omor foloseShow LogsOUTPUT(20:39:07,364) Reswaswnckw/uscrslukos.vscooc/cxichsons/vscoor/cot.lcoxcnr0.110.0/0ul/exxchs1on.3.4.0114//at. async.t.resolve (/Users/lukas/.vscode/extens.tons/es-yscode-reeote.resote-ssh-0.118.0/out/extenston.is:2:815775)wwswnclusers/ukaswscodelextenstons/ngewscodcarcmore.neorcascheoa8.0/our/extens.ton.15123002201(20:39:87.368)136.20.07 2601 M kint Ghund fn iha eeint hentonGoAn t!100% 1428. Tue 26 May 20:39:3*08(0 00Review pro ect and olan>Could not establish connectiorClose RemoteRetryMore Actions.vx=8 .....
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer Section: garmin-connector [SSH: nas]
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500rircroxhsttonooountrnroie.WindowHelpEXPLORE"o emGARMIN-CONNECTOR [SSH: NAS]0 .emexamplesQ.env@ db.pv• demo.py# [EMAIL]# python-garminconnect-testing.md© README.mdrequirements.txtsieep.processing.ovo ui.htmGARMINCYALL=KOVa L2KLUKaSDomg2L,COmPOSTGRES USEReanminPWtrEpRI-sAcrAtnaeorPOSTGRES DBwgarmin dbPOSTGRES PORT- 5437DXP4800PLUS-B5FE+ New TabOUTPUYDEBUG CONSOLEITERMINAL129:29:3820:39:38.921Serversfreconnectsion-arace-tirel No CLT arousent provided, usino default: 10800000ns (19800s).1139:39Acent Hos thanneuuReoistenesipeChannetSoen Hos Proxy'uostconn:tearerortiate20:39:39cunkno.ns58nc9884laxtensttonkost connect ionl Mar connection estabistched)aunknaunsTe3e858ee Manadseant Connectfool Mey connection ectabiti ched)cunkomnsl (69se08241 (SytancfonkoctConnectfonl 228226 Isunchad Fytancion Hact Procact.Taunknansll59n200241Bytractoabant.C.oonctlo0 29225EcAnandtion AOE OALSyLRACTAA BACTO DONALVSCONE DEGONMECETONLCOAOUTUINGTMETINXecuneMoAn do- nas.lakylak.xyz/desktop/&iFiesControl PanelStorageAoo eenterLogs?SupporTask ManageCloud DrivesFile Version Explorer* User ManagemeniFile Servicel• Device|ConnactionDomainiLDAPTerminalHardware & PowenTime & Lanquacel* Network|SecuritvEc Indexing ServiceAbouDLNASync & BackupUCREENATolno!SSHIAdvanced settingt# FnableAdvanced settingsSunction daccrintion#: Control Panel1h lote00%L7*• Tue 26 May 20:39:42n thie tunchoo?it recommeodad to thla etrond...
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.env — garmin-connector [SSH: nas]
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Explorer Section: garmin-connector [SSH: nas]
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db.py
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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
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Explorer Section: garmin-connector [SSH: nas]
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GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
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main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
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.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
Remote - SSH - Output
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
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...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
NULL
|
72758
|
|
72759
|
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
Remote - SSH - Output
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
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....
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
NULL
|
72759
|
|
72760
|
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
Remote - SSH - Output
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
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
:...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
NULL
|
72760
|
|
72761
|
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
[20:39:33.157] Log Level: 2
[20:39:33.170] VS Code version: 1.121.0
[20:39:33.170] Remote-SSH version: remote-ssh@0.118.0
[20:39:33.170] darwin arm64
[20:39:33.174] SSH Resolver called for "ssh-remote+nas", attempt 1
[20:39:33.177] remote.SSH.useLocalServer = true
[20:39:33.177] remote.SSH.useExecServer = true
[20:39:33.177] remote.SSH.bindHost = {}
[20:39:33.177] remote.SSH.path =
[20:39:33.177] remote.SSH.configFile =
[20:39:33.177] remote.SSH.useFlock = true
[20:39:33.177] remote.SSH.lockfilesInTmp = false
[20:39:33.178] remote.SSH.localServerDownload = auto
[20:39:33.178] remote.SSH.remoteServerListenOnSocket = false
[20:39:33.178] remote.SSH.defaultExtensions = []
[20:39:33.178] remote.SSH.defaultExtensionsIfInstalledLocally = []
[20:39:33.178] remote.SSH.loglevel = 2
[20:39:33.178] remote.SSH.enableDynamicForwarding = true
[20:39:33.178] remote.SSH.enableRemoteCommand = false
[20:39:33.178] remote.SSH.serverPickPortsFromRange = {}
[20:39:33.178] remote.SSH.serverInstallPath = {}
[20:39:33.178] remote.SSH.permitPtyAllocation = false
[20:39:33.178] remote.SSH.preferredLocalPortRange = undefined
[20:39:33.178] remote.SSH.useCurlAndWgetConfigurationFiles = false
[20:39:33.179] remote.SSH.experimental.chat = true
[20:39:33.179] remote.SSH.experimental.enhancedSessionLogs = true
[20:39:33.179] remote.SSH.httpProxy = {"*":""}
[20:39:33.179] remote.SSH.httpsProxy = {"*":""}
[20:39:33.188] SSH Resolver called for host: nas
[20:39:33.188] Setting up SSH remote "nas"
[20:39:33.195] Acquiring local install lock: /var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-remote-ssh-148ee939-install.lock
[20:39:33.197] Looking for existing server data file at /Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json
[20:39:33.197] No existing data file
[20:39:33.198] Using commit id "f6cfa2ea2403534de03f069bdf160d06451ed282" and quality "stable" for server
[20:39:33.198] Extensions to install:
[20:39:33.201] Install and start server if needed
[20:39:33.205] PATH: /Users/lukas/.local/bin:/Users/lukas/.codeium/windsurf/bin:/Users/lukas/.docker/bin:/Library/Frameworks/Python.framework/Versions/3.11/bin:/opt/homebrew/bin:/opt/homebrew/sbin:/Library/Frameworks/Python.framework/Versions/3.11/bin:/Users/lukas/.nvm/versions/node/v14.15.4/bin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/Library/Apple/usr/bin
[20:39:33.205] Checking ssh with "ssh -V"
[20:39:33.214] > OpenSSH_9.7p1, LibreSSL 3.3.6
[20:39:33.217] askpass server listening on /var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-1e7d672095d9a38d66a86b7ee05b006b6f2dfa92.sock
[20:39:33.218] Spawning local server with {"serverId":1,"ipcHandlePath":"/var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-25917f4491238e7fd68fa981bbe06f8380bab484.sock","sshCommand":"ssh","sshArgs":["-v","-T","-D","61527","-o","ConnectTimeout=15","nas"],"serverDataFolderName":".vscode-server","dataFilePath":"/Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json"}
[20:39:33.218] Local server env: {"SSH_AUTH_SOCK":"/private/tmp/com.apple.launchd.oSjldjXORV/Listeners","SHELL":"/bin/zsh","DISPLAY":"1","ELECTRON_RUN_AS_NODE":"1","SSH_ASKPASS":"/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/local-server/askpass.sh","VSCODE_SSH_ASKPASS_NODE":"/Applications/Visual Studio Code.app/Contents/Frameworks/Code Helper (Plugin).app/Contents/MacOS/Code Helper (Plugin)","VSCODE_SSH_ASKPASS_EXTRA_ARGS":"","VSCODE_SSH_ASKPASS_MAIN":"/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/askpass-main.js","VSCODE_SSH_ASKPASS_HANDLE":"/var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-1e7d672095d9a38d66a86b7ee05b006b6f2dfa92.sock"}
[20:39:33.219] Spawned 21009
[20:39:33.219] Using connect timeout of 17 seconds
[20:39:33.330] > local-server-1> Running ssh connection command: ssh -v -T -D 61527 -o ConnectTimeout=15 nas
[20:39:33.333] > local-server-1> Spawned ssh, pid=21020
[20:39:33.338] stderr> OpenSSH_9.7p1, LibreSSL 3.3.6
[20:39:33.423] stderr> debug1: Server host key: ssh-ed25519 SHA256:A9Nf0OWGn1no2t3zKzsh3IbPWg6/NvU4SLFDar0aN0s
[20:39:33.942] stderr> Authenticated to [IP_ADDRESS] ([[IP_ADDRESS]]:22) using "publickey".
[20:39:37.894] > ready: 8bd6c7b228f2
[20:39:37.896] > Linux 6.12.30+ #1 SMP PREEMPT_DYNAMIC Thu Apr 30 14:07:57 UTC 2026
[20:39:37.897] Platform: linux
[20:39:37.898] > /bin/bash
[20:39:37.898] Parent Shell: bash
[20:39:37.898] Parent Shell pid: 21009
[20:39:37.899] Waiting for subshell to start
[20:39:37.901] > 37846
[20:39:37.901] stdout -> '37846'
[20:39:37.901] sub-process detected
[20:39:37.908] > 8bd6c7b228f2: running
> Script executing under PID: 37846
[20:39:37.945] > Found existing installation at /home/Adm1n/.vscode-server...
> Starting VS Code CLI...
[20:39:37.947] > Removing old logfile at /home/Adm1n/.vscode-server/.cli.f6cfa2ea2403534de03f069bdf160d06451ed282.log
[20:39:37.952] > Spawned remote CLI: 37896
[20:39:37.956] > Waiting for server log...
[20:39:37.992] > Waiting for server log...
[20:39:38.026] > Waiting for server log...
[20:39:38.059] > Waiting for server log...
[20:39:38.094] > Waiting for server log...
[20:39:38.127] > Waiting for server log...
[20:39:38.162] > Waiting for server log...
[20:39:38.196] > Waiting for server log...
[20:39:38.232] > Waiting for server log...
[20:39:38.268] > Waiting for server log...
[20:39:38.314] > Waiting for server log...
[20:39:38.350] > 8bd6c7b228f2: start
> listeningOn==[IP_ADDRESS]:45899==
> osReleaseId==debian==
> arch==x86_64==
> vscodeArch==x64==
> bitness==64==
> tmpDir==/run/user/1000==
> platform==linux==
> unpackResult====
> didLocalDownload==0==
> downloadTime====
> installTime====
> serverStartTime==403==
> execServerToken==1a1aaa11-aaa1-11a1-aaaa-11a1111111aa==
> platformDownloadPath==cli-alpine-x64==
> SSH_AUTH_SOCK====
> DISPLAY====
> 8bd6c7b228f2: end
[20:39:38.351] Received install output:
listeningOn==[IP_ADDRESS]:45899==
osReleaseId==debian==
arch==x86_64==
vscodeArch==x64==
bitness==64==
tmpDir==/run/user/1000==
platform==linux==
unpackResult====
didLocalDownload==0==
downloadTime====
installTime====
serverStartTime==403==
execServerToken==1a1aaa11-aaa1-11a1-aaaa-11a1111111aa==
platformDownloadPath==cli-alpine-x64==
SSH_AUTH_SOCK====
DISPLAY====
[20:39:38.352] Remote server is listening on port 45899
[20:39:38.352] Parsed server configuration: {"serverConfiguration":{"remoteListeningOn":{"port":45899},"osReleaseId":"debian","arch":"x86_64","sshAuthSock":"","display":"","tmpDir":"/run/user/1000","platform":"linux","execServerToken":"1a1aaa11-aaa1-11a1-aaaa-11a1111111aa"},"serverStartTime":403,"installUnpackCode":""}
[20:39:38.353] Persisting server connection details to /Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json
[20:39:38.356] Starting forwarding server. local port 61531 -> socksPort 61527 -> remotePort 45899
[20:39:38.356] Forwarding server listening on port 61531
[20:39:38.357] Waiting for ssh tunnel to be ready
[20:39:38.357] Tunneled port 45899 to local port 61531
[20:39:38.358] Resolved "ssh-remote+nas" to "port 61531"
[20:39:38.362] Initizing new exec server for ssh-remote+nas
[20:39:38.362] Resolving exec server at port 61531
[20:39:38.363] [Forwarding server port 61531] Got connection 0
[20:39:38.363] [Forwarding server port 61531] Got connection 1
[20:39:38.415] Exec server for ssh-remote+nas created and cached
[20:39:38.415] Extensions to install:
[20:39:38.421] ------
[20:39:38.421] No hints found in the recent session.
[20:39:38.445] [server] Checking /home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/log.txt and /home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/pid.txt for a running server...
[20:39:38.491] [server] Installing and setting up Visual Studio Code Server...
[20:39:38.491] [server] Server setup complete
[20:39:38.491] [server] Starting server...
[20:39:38.491] [server] Starting server with command... Command { std: "/home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/server/bin/code-server" "--connection-token=remotessh" "--accept-server-license-terms" "--agent-host-bridge-port=35371" "--agent-host-bridge-host=[IP_ADDRESS]" "--agent-host-bridge-connection-token=0ab118c8-5fbf-4f7b-97c9-4722e4423a74" "--start-server" "--enable-remote-auto-shutdown" "--socket-path=/tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b", kill_on_drop: false }
[20:39:38.701] [server] *
[20:39:38.702] [server] * Visual Studio Code Server
[20:39:38.702] [server] *
[20:39:38.702] [server] * By using the software, you agree to
[20:39:38.702] [server] * the Visual Studio Code Server License Terms ([URL_WITH_CREDENTIALS]
[20:39:33.170] darwin arm64
[20:39:33.174] SSH Resolver called for "ssh-remote+nas", attempt 1
[20:39:33.177] remote.SSH.useLocalServer = true
[20:39:33.177] remote.SSH.useExecServer = true
[20:39:33.177] remote.SSH.bindHost = {}
[20:39:33.177] remote.SSH.path =
[20:39:33.177] remote.SSH.configFile =
[20:39:33.177] remote.SSH.useFlock = true
[20:39:33.177] remote.SSH.lockfilesInTmp = false
[20:39:33.178] remote.SSH.localServerDownload = auto
[20:39:33.178] remote.SSH.remoteServerListenOnSocket = false
[20:39:33.178] remote.SSH.defaultExtensions = []
[20:39:33.178] remote.SSH.defaultExtensionsIfInstalledLocally = []
[20:39:33.178] remote.SSH.loglevel = 2
[20:39:33.178] remote.SSH.enableDynamicForwarding = true
[20:39:33.178] remote.SSH.enableRemoteCommand = false
[20:39:33.178] remote.SSH.serverPickPortsFromRange = {}
[20:39:33.178] remote.SSH.serverInstallPath = {}
[20:39:33.178] remote.SSH.permitPtyAllocation = false
[20:39:33.178] remote.SSH.preferredLocalPortRange = undefined
[20:39:33.178] remote.SSH.useCurlAndWgetConfigurationFiles = false
[20:39:33.179] remote.SSH.experimental.chat = true
[20:39:33.179] remote.SSH.experimental.enhancedSessionLogs = true
[20:39:33.179] remote.SSH.httpProxy = {"*":""}
[20:39:33.179] remote.SSH.httpsProxy = {"*":""}
[20:39:33.188] SSH Resolver called for host: nas
[20:39:33.188] Setting up SSH remote "nas"
[20:39:33.195] Acquiring local install lock: /var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-remote-ssh-148ee939-install.lock
[20:39:33.197] Looking for existing server data file at /Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json
[20:39:33.197] No existing data file
[20:39:33.198] Using commit id "f6cfa2ea2403534de03f069bdf160d06451ed282" and quality "stable" for server
[20:39:33.198] Extensions to install:
[20:39:33.201] Install and start server if needed
[20:39:33.205] PATH: /Users/lukas/.local/bin:/Users/lukas/.codeium/windsurf/bin:/Users/lukas/.docker/bin:/Library/Frameworks/Python.framework/Versions/3.11/bin:/opt/homebrew/bin:/opt/homebrew/sbin:/Library/Frameworks/Python.framework/Versions/3.11/bin:/Users/lukas/.nvm/versions/node/v14.15.4/bin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/Library/Apple/usr/bin
[20:39:33.205] Checking ssh with "ssh -V"
[20:39:33.214] > OpenSSH_9.7p1, LibreSSL 3.3.6
[20:39:33.217] askpass server listening on /var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-1e7d672095d9a38d66a86b7ee05b006b6f2dfa92.sock
[20:39:33.218] Spawning local server with {"serverId":1,"ipcHandlePath":"/var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-25917f4491238e7fd68fa981bbe06f8380bab484.sock","sshCommand":"ssh","sshArgs":["-v","-T","-D","61527","-o","ConnectTimeout=15","nas"],"serverDataFolderName":".vscode-server","dataFilePath":"/Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json"}
[20:39:33.218] Local server env: {"SSH_AUTH_SOCK":"/private/tmp/com.apple.launchd.oSjldjXORV/Listeners","SHELL":"/bin/zsh","DISPLAY":"1","ELECTRON_RUN_AS_NODE":"1","SSH_ASKPASS":"/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/local-server/askpass.sh","VSCODE_SSH_ASKPASS_NODE":"/Applications/Visual Studio Code.app/Contents/Frameworks/Code Helper (Plugin).app/Contents/MacOS/Code Helper (Plugin)","VSCODE_SSH_ASKPASS_EXTRA_ARGS":"","VSCODE_SSH_ASKPASS_MAIN":"/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/askpass-main.js","VSCODE_SSH_ASKPASS_HANDLE":"/var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-1e7d672095d9a38d66a86b7ee05b006b6f2dfa92.sock"}
[20:39:33.219] Spawned 21009
[20:39:33.219] Using connect timeout of 17 seconds
[20:39:33.330] > local-server-1> Running ssh connection command: ssh -v -T -D 61527 -o ConnectTimeout=15 nas
[20:39:33.333] > local-server-1> Spawned ssh, pid=21020
[20:39:33.338] stderr> OpenSSH_9.7p1, LibreSSL 3.3.6
[20:39:33.423] stderr> debug1: Server host key: ssh-ed25519 SHA256:A9Nf0OWGn1no2t3zKzsh3IbPWg6/NvU4SLFDar0aN0s
[20:39:33.942] stderr> Authenticated to [IP_ADDRESS] ([[IP_ADDRESS]]:22) using "publickey".
[20:39:37.894] > ready: 8bd6c7b228f2
[20:39:37.896] > Linux 6.12.30+ #1 SMP PREEMPT_DYNAMIC Thu Apr 30 14:07:57 UTC 2026
[20:39:37.897] Platform: linux
[20:39:37.898] > /bin/bash
[20:39:37.898] Parent Shell: bash
[20:39:37.898] Parent Shell pid: 21009
[20:39:37.899] Waiting for subshell to start
[20:39:37.901] > 37846
[20:39:37.901] stdout -> '37846'
[20:39:37.901] sub-process detected
[20:39:37.908] > 8bd6c7b228f2: running
> Script executing under PID: 37846
[20:39:37.945] > Found existing installation at /home/Adm1n/.vscode-server...
> Starting VS Code CLI...
[20:39:37.947] > Removing old logfile at /home/Adm1n/.vscode-server/.cli.f6cfa2ea2403534de03f069bdf160d06451ed282.log
[20:39:37.952] > Spawned remote CLI: 37896
[20:39:37.956] > Waiting for server log...
[20:39:37.992] > Waiting for server log...
[20:39:38.026] > Waiting for server log...
[20:39:38.059] > Waiting for server log...
[20:39:38.094] > Waiting for server log...
[20:39:38.127] > Waiting for server log...
[20:39:38.162] > Waiting for server log...
[20:39:38.196] > Waiting for server log...
[20:39:38.232] > Waiting for server log...
[20:39:38.268] > Waiting for server log...
[20:39:38.314] > Waiting for server log...
[20:39:38.350] > 8bd6c7b228f2: start
> listeningOn==[IP_ADDRESS]:45899==
> osReleaseId==debian==
> arch==x86_64==
> vscodeArch==x64==
> bitness==64==
> tmpDir==/run/user/1000==
> platform==linux==
> unpackResult====
> didLocalDownload==0==
> downloadTime====
> installTime====
> serverStartTime==403==
> execServerToken==1a1aaa11-aaa1-11a1-aaaa-11a1111111aa==
> platformDownloadPath==cli-alpine-x64==
> SSH_AUTH_SOCK====
> DISPLAY====
> 8bd6c7b228f2: end
[20:39:38.351] Received install output:
listeningOn==[IP_ADDRESS]:45899==
osReleaseId==debian==
arch==x86_64==
vscodeArch==x64==
bitness==64==
tmpDir==/run/user/1000==
platform==linux==
unpackResult====
didLocalDownload==0==
downloadTime====
installTime====
serverStartTime==403==
execServerToken==1a1aaa11-aaa1-11a1-aaaa-11a1111111aa==
platformDownloadPath==cli-alpine-x64==
SSH_AUTH_SOCK====
DISPLAY====
[20:39:38.352] Remote server is listening on port 45899
[20:39:38.352] Parsed server configuration: {"serverConfiguration":{"remoteListeningOn":{"port":45899},"osReleaseId":"debian","arch":"x86_64","sshAuthSock":"","display":"","tmpDir":"/run/user/1000","platform":"linux","execServerToken":"1a1aaa11-aaa1-11a1-aaaa-11a1111111aa"},"serverStartTime":403,"installUnpackCode":""}
[20:39:38.353] Persisting server connection details to /Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json
[20:39:38.356] Starting forwarding server. local port 61531 -> socksPort 61527 -> remotePort 45899
[20:39:38.356] Forwarding server listening on port 61531
[20:39:38.357] Waiting for ssh tunnel to be ready
[20:39:38.357] Tunneled port 45899 to local port 61531
[20:39:38.358] Resolved "ssh-remote+nas" to "port 61531"
[20:39:38.362] Initizing new exec server for ssh-remote+nas
[20:39:38.362] Resolving exec server at port 61531
[20:39:38.363] [Forwarding server port 61531] Got connection 0
[20:39:38.363] [Forwarding server port 61531] Got connection 1
[20:39:38.415] Exec server for ssh-remote+nas created and cached
[20:39:38.415] Extensions to install:
[20:39:38.421] ------
[20:39:38.421] No hints found in the recent session.
[20:39:38.445] [server] Checking /home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/log.txt and /home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/pid.txt for a running server...
[20:39:38.491] [server] Installing and setting up Visual Studio Code Server...
[20:39:38.491] [server] Server setup complete
[20:39:38.491] [server] Starting server...
[20:39:38.491] [server] Starting server with command... Command { std: "/home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/server/bin/code-server" "--connection-token=remotessh" "--accept-server-license-terms" "--agent-host-bridge-port=35371" "--agent-host-bridge-host=[IP_ADDRESS]" "--agent-host-bridge-connection-token=0ab118c8-5fbf-4f7b-97c9-4722e4423a74" "--start-server" "--enable-remote-auto-shutdown" "--socket-path=/tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b", kill_on_drop: false }
[20:39:38.701] [server] *
[20:39:38.702] [server] * Visual Studio Code Server
[20:39:38.702] [server] *
[20:39:38.702] [server] * By using the software, you agree to
[20:39:38.702] [server] * the Visual Studio Code Server License Terms (https://aka.ms/vscode-server-license) and
[20:39:38.702] [server] * the Microsoft Privacy Statement (https://privacy.microsoft.com/en-US/privacystatement).
[20:39:38.702] [server] *
[20:39:38.704] [server] Server bound to /tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b
[20:39:38.704] [server] Extension host agent listening on /tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b
[20:39:38.705] [server] parsed location: "/tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b"
[20:39:38.705] [server]
[20:39:38.705] [server] Server started
[20:39:38.884] [server] [20:39:38]
[20:39:38.927] [server]
[20:39:38.927] [server]
[20:39:38.927] [server]
[20:39:39.210] [server] [reconnection-grace-time] No CLI argument provided, using default: 10800000ms (10800s)
[20:39:39.212] [server] [20:39:39] [AgentHostChannel] Registered IPC channel 'agentHostProxy' (upstream: [IP_ADDRESS]:35371)
[20:39:39.232] [server] [20:39:39] Extension host agent started.
[20:39:39.424] [server] [20:39:39] [<unknown>][58ac9834][ExtensionHostConnection] New connection established.
[20:39:39.466] [server] [20:39:39] [<unknown>][c3c858cc][ManagementConnection] New connection established.
[20:39:39.525] [server] [20:39:39] [<unknown>][58ac9834][ExtensionHostConnection] <38335> Launched Extension Host Process.
[20:39:39.997] [server] [20:39:40] [<unknown>][58ac9834][ExtensionHostConnection] <38335> [reconnection-grace-time] Extension host: read VSCODE_RECONNECTION_GRACE_TIME=10800000ms (10800s)
[20:39:39.997] [server]
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
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...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
NULL
|
72761
|
|
72762
|
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
[20:39:33.157] Log Level: 2
[20:39:33.170] VS Code version: 1.121.0
[20:39:33.170] Remote-SSH version: remote-ssh@0.118.0
[20:39:33.170] darwin arm64
[20:39:33.174] SSH Resolver called for "ssh-remote+nas", attempt 1
[20:39:33.177] remote.SSH.useLocalServer = true
[20:39:33.177] remote.SSH.useExecServer = true
[20:39:33.177] remote.SSH.bindHost = {}
[20:39:33.177] remote.SSH.path =
[20:39:33.177] remote.SSH.configFile =
[20:39:33.177] remote.SSH.useFlock = true
[20:39:33.177] remote.SSH.lockfilesInTmp = false
[20:39:33.178] remote.SSH.localServerDownload = auto
[20:39:33.178] remote.SSH.remoteServerListenOnSocket = false
[20:39:33.178] remote.SSH.defaultExtensions = []
[20:39:33.178] remote.SSH.defaultExtensionsIfInstalledLocally = []
[20:39:33.178] remote.SSH.loglevel = 2
[20:39:33.178] remote.SSH.enableDynamicForwarding = true
[20:39:33.178] remote.SSH.enableRemoteCommand = false
[20:39:33.178] remote.SSH.serverPickPortsFromRange = {}
[20:39:33.178] remote.SSH.serverInstallPath = {}
[20:39:33.178] remote.SSH.permitPtyAllocation = false
[20:39:33.178] remote.SSH.preferredLocalPortRange = undefined
[20:39:33.178] remote.SSH.useCurlAndWgetConfigurationFiles = false
[20:39:33.179] remote.SSH.experimental.chat = true
[20:39:33.179] remote.SSH.experimental.enhancedSessionLogs = true
[20:39:33.179] remote.SSH.httpProxy = {"*":""}
[20:39:33.179] remote.SSH.httpsProxy = {"*":""}
[20:39:33.188] SSH Resolver called for host: nas
[20:39:33.188] Setting up SSH remote "nas"
[20:39:33.195] Acquiring local install lock: /var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-remote-ssh-148ee939-install.lock
[20:39:33.197] Looking for existing server data file at /Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json
[20:39:33.197] No existing data file
[20:39:33.198] Using commit id "f6cfa2ea2403534de03f069bdf160d06451ed282" and quality "stable" for server
[20:39:33.198] Extensions to install:
[20:39:33.201] Install and start server if needed
[20:39:33.205] PATH: /Users/lukas/.local/bin:/Users/lukas/.codeium/windsurf/bin:/Users/lukas/.docker/bin:/Library/Frameworks/Python.framework/Versions/3.11/bin:/opt/homebrew/bin:/opt/homebrew/sbin:/Library/Frameworks/Python.framework/Versions/3.11/bin:/Users/lukas/.nvm/versions/node/v14.15.4/bin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/Library/Apple/usr/bin
[20:39:33.205] Checking ssh with "ssh -V"
[20:39:33.214] > OpenSSH_9.7p1, LibreSSL 3.3.6
[20:39:33.217] askpass server listening on /var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-1e7d672095d9a38d66a86b7ee05b006b6f2dfa92.sock
[20:39:33.218] Spawning local server with {"serverId":1,"ipcHandlePath":"/var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-25917f4491238e7fd68fa981bbe06f8380bab484.sock","sshCommand":"ssh","sshArgs":["-v","-T","-D","61527","-o","ConnectTimeout=15","nas"],"serverDataFolderName":".vscode-server","dataFilePath":"/Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json"}
[20:39:33.218] Local server env: {"SSH_AUTH_SOCK":"/private/tmp/com.apple.launchd.oSjldjXORV/Listeners","SHELL":"/bin/zsh","DISPLAY":"1","ELECTRON_RUN_AS_NODE":"1","SSH_ASKPASS":"/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/local-server/askpass.sh","VSCODE_SSH_ASKPASS_NODE":"/Applications/Visual Studio Code.app/Contents/Frameworks/Code Helper (Plugin).app/Contents/MacOS/Code Helper (Plugin)","VSCODE_SSH_ASKPASS_EXTRA_ARGS":"","VSCODE_SSH_ASKPASS_MAIN":"/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/askpass-main.js","VSCODE_SSH_ASKPASS_HANDLE":"/var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-1e7d672095d9a38d66a86b7ee05b006b6f2dfa92.sock"}
[20:39:33.219] Spawned 21009
[20:39:33.219] Using connect timeout of 17 seconds
[20:39:33.330] > local-server-1> Running ssh connection command: ssh -v -T -D 61527 -o ConnectTimeout=15 nas
[20:39:33.333] > local-server-1> Spawned ssh, pid=21020
[20:39:33.338] stderr> OpenSSH_9.7p1, LibreSSL 3.3.6
[20:39:33.423] stderr> debug1: Server host key: ssh-ed25519 SHA256:A9Nf0OWGn1no2t3zKzsh3IbPWg6/NvU4SLFDar0aN0s
[20:39:33.942] stderr> Authenticated to [IP_ADDRESS] ([[IP_ADDRESS]]:22) using "publickey".
[20:39:37.894] > ready: 8bd6c7b228f2
[20:39:37.896] > Linux 6.12.30+ #1 SMP PREEMPT_DYNAMIC Thu Apr 30 14:07:57 UTC 2026
[20:39:37.897] Platform: linux
[20:39:37.898] > /bin/bash
[20:39:37.898] Parent Shell: bash
[20:39:37.898] Parent Shell pid: 21009
[20:39:37.899] Waiting for subshell to start
[20:39:37.901] > 37846
[20:39:37.901] stdout -> '37846'
[20:39:37.901] sub-process detected
[20:39:37.908] > 8bd6c7b228f2: running
> Script executing under PID: 37846
[20:39:37.945] > Found existing installation at /home/Adm1n/.vscode-server...
> Starting VS Code CLI...
[20:39:37.947] > Removing old logfile at /home/Adm1n/.vscode-server/.cli.f6cfa2ea2403534de03f069bdf160d06451ed282.log
[20:39:37.952] > Spawned remote CLI: 37896
[20:39:37.956] > Waiting for server log...
[20:39:37.992] > Waiting for server log...
[20:39:38.026] > Waiting for server log...
[20:39:38.059] > Waiting for server log...
[20:39:38.094] > Waiting for server log...
[20:39:38.127] > Waiting for server log...
[20:39:38.162] > Waiting for server log...
[20:39:38.196] > Waiting for server log...
[20:39:38.232] > Waiting for server log...
[20:39:38.268] > Waiting for server log...
[20:39:38.314] > Waiting for server log...
[20:39:38.350] > 8bd6c7b228f2: start
> listeningOn==[IP_ADDRESS]:45899==
> osReleaseId==debian==
> arch==x86_64==
> vscodeArch==x64==
> bitness==64==
> tmpDir==/run/user/1000==
> platform==linux==
> unpackResult====
> didLocalDownload==0==
> downloadTime====
> installTime====
> serverStartTime==403==
> execServerToken==1a1aaa11-aaa1-11a1-aaaa-11a1111111aa==
> platformDownloadPath==cli-alpine-x64==
> SSH_AUTH_SOCK====
> DISPLAY====
> 8bd6c7b228f2: end
[20:39:38.351] Received install output:
listeningOn==[IP_ADDRESS]:45899==
osReleaseId==debian==
arch==x86_64==
vscodeArch==x64==
bitness==64==
tmpDir==/run/user/1000==
platform==linux==
unpackResult====
didLocalDownload==0==
downloadTime====
installTime====
serverStartTime==403==
execServerToken==1a1aaa11-aaa1-11a1-aaaa-11a1111111aa==
platformDownloadPath==cli-alpine-x64==
SSH_AUTH_SOCK====
DISPLAY====
[20:39:38.352] Remote server is listening on port 45899
[20:39:38.352] Parsed server configuration: {"serverConfiguration":{"remoteListeningOn":{"port":45899},"osReleaseId":"debian","arch":"x86_64","sshAuthSock":"","display":"","tmpDir":"/run/user/1000","platform":"linux","execServerToken":"1a1aaa11-aaa1-11a1-aaaa-11a1111111aa"},"serverStartTime":403,"installUnpackCode":""}
[20:39:38.353] Persisting server connection details to /Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json
[20:39:38.356] Starting forwarding server. local port 61531 -> socksPort 61527 -> remotePort 45899
[20:39:38.356] Forwarding server listening on port 61531
[20:39:38.357] Waiting for ssh tunnel to be ready
[20:39:38.357] Tunneled port 45899 to local port 61531
[20:39:38.358] Resolved "ssh-remote+nas" to "port 61531"
[20:39:38.362] Initizing new exec server for ssh-remote+nas
[20:39:38.362] Resolving exec server at port 61531
[20:39:38.363] [Forwarding server port 61531] Got connection 0
[20:39:38.363] [Forwarding server port 61531] Got connection 1
[20:39:38.415] Exec server for ssh-remote+nas created and cached
[20:39:38.415] Extensions to install:
[20:39:38.421] ------
[20:39:38.421] No hints found in the recent session.
[20:39:38.445] [server] Checking /home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/log.txt and /home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/pid.txt for a running server...
[20:39:38.491] [server] Installing and setting up Visual Studio Code Server...
[20:39:38.491] [server] Server setup complete
[20:39:38.491] [server] Starting server...
[20:39:38.491] [server] Starting server with command... Command { std: "/home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/server/bin/code-server" "--connection-token=remotessh" "--accept-server-license-terms" "--agent-host-bridge-port=35371" "--agent-host-bridge-host=[IP_ADDRESS]" "--agent-host-bridge-connection-token=0ab118c8-5fbf-4f7b-97c9-4722e4423a74" "--start-server" "--enable-remote-auto-shutdown" "--socket-path=/tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b", kill_on_drop: false }
[20:39:38.701] [server] *
[20:39:38.702] [server] * Visual Studio Code Server
[20:39:38.702] [server] *
[20:39:38.702] [server] * By using the software, you agree to
[20:39:38.702] [server] * the Visual Studio Code Server License Terms ([URL_WITH_CREDENTIALS]
[20:39:33.170] darwin arm64
[20:39:33.174] SSH Resolver called for "ssh-remote+nas", attempt 1
[20:39:33.177] remote.SSH.useLocalServer = true
[20:39:33.177] remote.SSH.useExecServer = true
[20:39:33.177] remote.SSH.bindHost = {}
[20:39:33.177] remote.SSH.path =
[20:39:33.177] remote.SSH.configFile =
[20:39:33.177] remote.SSH.useFlock = true
[20:39:33.177] remote.SSH.lockfilesInTmp = false
[20:39:33.178] remote.SSH.localServerDownload = auto
[20:39:33.178] remote.SSH.remoteServerListenOnSocket = false
[20:39:33.178] remote.SSH.defaultExtensions = []
[20:39:33.178] remote.SSH.defaultExtensionsIfInstalledLocally = []
[20:39:33.178] remote.SSH.loglevel = 2
[20:39:33.178] remote.SSH.enableDynamicForwarding = true
[20:39:33.178] remote.SSH.enableRemoteCommand = false
[20:39:33.178] remote.SSH.serverPickPortsFromRange = {}
[20:39:33.178] remote.SSH.serverInstallPath = {}
[20:39:33.178] remote.SSH.permitPtyAllocation = false
[20:39:33.178] remote.SSH.preferredLocalPortRange = undefined
[20:39:33.178] remote.SSH.useCurlAndWgetConfigurationFiles = false
[20:39:33.179] remote.SSH.experimental.chat = true
[20:39:33.179] remote.SSH.experimental.enhancedSessionLogs = true
[20:39:33.179] remote.SSH.httpProxy = {"*":""}
[20:39:33.179] remote.SSH.httpsProxy = {"*":""}
[20:39:33.188] SSH Resolver called for host: nas
[20:39:33.188] Setting up SSH remote "nas"
[20:39:33.195] Acquiring local install lock: /var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-remote-ssh-148ee939-install.lock
[20:39:33.197] Looking for existing server data file at /Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json
[20:39:33.197] No existing data file
[20:39:33.198] Using commit id "f6cfa2ea2403534de03f069bdf160d06451ed282" and quality "stable" for server
[20:39:33.198] Extensions to install:
[20:39:33.201] Install and start server if needed
[20:39:33.205] PATH: /Users/lukas/.local/bin:/Users/lukas/.codeium/windsurf/bin:/Users/lukas/.docker/bin:/Library/Frameworks/Python.framework/Versions/3.11/bin:/opt/homebrew/bin:/opt/homebrew/sbin:/Library/Frameworks/Python.framework/Versions/3.11/bin:/Users/lukas/.nvm/versions/node/v14.15.4/bin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/Library/Apple/usr/bin
[20:39:33.205] Checking ssh with "ssh -V"
[20:39:33.214] > OpenSSH_9.7p1, LibreSSL 3.3.6
[20:39:33.217] askpass server listening on /var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-1e7d672095d9a38d66a86b7ee05b006b6f2dfa92.sock
[20:39:33.218] Spawning local server with {"serverId":1,"ipcHandlePath":"/var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-25917f4491238e7fd68fa981bbe06f8380bab484.sock","sshCommand":"ssh","sshArgs":["-v","-T","-D","61527","-o","ConnectTimeout=15","nas"],"serverDataFolderName":".vscode-server","dataFilePath":"/Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json"}
[20:39:33.218] Local server env: {"SSH_AUTH_SOCK":"/private/tmp/com.apple.launchd.oSjldjXORV/Listeners","SHELL":"/bin/zsh","DISPLAY":"1","ELECTRON_RUN_AS_NODE":"1","SSH_ASKPASS":"/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/local-server/askpass.sh","VSCODE_SSH_ASKPASS_NODE":"/Applications/Visual Studio Code.app/Contents/Frameworks/Code Helper (Plugin).app/Contents/MacOS/Code Helper (Plugin)","VSCODE_SSH_ASKPASS_EXTRA_ARGS":"","VSCODE_SSH_ASKPASS_MAIN":"/Users/lukas/.vscode/extensions/ms-vscode-remote.remote-ssh-0.118.0/out/askpass-main.js","VSCODE_SSH_ASKPASS_HANDLE":"/var/folders/t6/ynq4zzy97872l4qgs00305580000gn/T/vscode-ssh-askpass-1e7d672095d9a38d66a86b7ee05b006b6f2dfa92.sock"}
[20:39:33.219] Spawned 21009
[20:39:33.219] Using connect timeout of 17 seconds
[20:39:33.330] > local-server-1> Running ssh connection command: ssh -v -T -D 61527 -o ConnectTimeout=15 nas
[20:39:33.333] > local-server-1> Spawned ssh, pid=21020
[20:39:33.338] stderr> OpenSSH_9.7p1, LibreSSL 3.3.6
[20:39:33.423] stderr> debug1: Server host key: ssh-ed25519 SHA256:A9Nf0OWGn1no2t3zKzsh3IbPWg6/NvU4SLFDar0aN0s
[20:39:33.942] stderr> Authenticated to [IP_ADDRESS] ([[IP_ADDRESS]]:22) using "publickey".
[20:39:37.894] > ready: 8bd6c7b228f2
[20:39:37.896] > Linux 6.12.30+ #1 SMP PREEMPT_DYNAMIC Thu Apr 30 14:07:57 UTC 2026
[20:39:37.897] Platform: linux
[20:39:37.898] > /bin/bash
[20:39:37.898] Parent Shell: bash
[20:39:37.898] Parent Shell pid: 21009
[20:39:37.899] Waiting for subshell to start
[20:39:37.901] > 37846
[20:39:37.901] stdout -> '37846'
[20:39:37.901] sub-process detected
[20:39:37.908] > 8bd6c7b228f2: running
> Script executing under PID: 37846
[20:39:37.945] > Found existing installation at /home/Adm1n/.vscode-server...
> Starting VS Code CLI...
[20:39:37.947] > Removing old logfile at /home/Adm1n/.vscode-server/.cli.f6cfa2ea2403534de03f069bdf160d06451ed282.log
[20:39:37.952] > Spawned remote CLI: 37896
[20:39:37.956] > Waiting for server log...
[20:39:37.992] > Waiting for server log...
[20:39:38.026] > Waiting for server log...
[20:39:38.059] > Waiting for server log...
[20:39:38.094] > Waiting for server log...
[20:39:38.127] > Waiting for server log...
[20:39:38.162] > Waiting for server log...
[20:39:38.196] > Waiting for server log...
[20:39:38.232] > Waiting for server log...
[20:39:38.268] > Waiting for server log...
[20:39:38.314] > Waiting for server log...
[20:39:38.350] > 8bd6c7b228f2: start
> listeningOn==[IP_ADDRESS]:45899==
> osReleaseId==debian==
> arch==x86_64==
> vscodeArch==x64==
> bitness==64==
> tmpDir==/run/user/1000==
> platform==linux==
> unpackResult====
> didLocalDownload==0==
> downloadTime====
> installTime====
> serverStartTime==403==
> execServerToken==1a1aaa11-aaa1-11a1-aaaa-11a1111111aa==
> platformDownloadPath==cli-alpine-x64==
> SSH_AUTH_SOCK====
> DISPLAY====
> 8bd6c7b228f2: end
[20:39:38.351] Received install output:
listeningOn==[IP_ADDRESS]:45899==
osReleaseId==debian==
arch==x86_64==
vscodeArch==x64==
bitness==64==
tmpDir==/run/user/1000==
platform==linux==
unpackResult====
didLocalDownload==0==
downloadTime====
installTime====
serverStartTime==403==
execServerToken==1a1aaa11-aaa1-11a1-aaaa-11a1111111aa==
platformDownloadPath==cli-alpine-x64==
SSH_AUTH_SOCK====
DISPLAY====
[20:39:38.352] Remote server is listening on port 45899
[20:39:38.352] Parsed server configuration: {"serverConfiguration":{"remoteListeningOn":{"port":45899},"osReleaseId":"debian","arch":"x86_64","sshAuthSock":"","display":"","tmpDir":"/run/user/1000","platform":"linux","execServerToken":"1a1aaa11-aaa1-11a1-aaaa-11a1111111aa"},"serverStartTime":403,"installUnpackCode":""}
[20:39:38.353] Persisting server connection details to /Users/lukas/Library/Application Support/Code/User/globalStorage/ms-vscode-remote.remote-ssh/vscode-ssh-host-148ee939-f6cfa2ea2403534de03f069bdf160d06451ed282-0.118.0-es/data.json
[20:39:38.356] Starting forwarding server. local port 61531 -> socksPort 61527 -> remotePort 45899
[20:39:38.356] Forwarding server listening on port 61531
[20:39:38.357] Waiting for ssh tunnel to be ready
[20:39:38.357] Tunneled port 45899 to local port 61531
[20:39:38.358] Resolved "ssh-remote+nas" to "port 61531"
[20:39:38.362] Initizing new exec server for ssh-remote+nas
[20:39:38.362] Resolving exec server at port 61531
[20:39:38.363] [Forwarding server port 61531] Got connection 0
[20:39:38.363] [Forwarding server port 61531] Got connection 1
[20:39:38.415] Exec server for ssh-remote+nas created and cached
[20:39:38.415] Extensions to install:
[20:39:38.421] ------
[20:39:38.421] No hints found in the recent session.
[20:39:38.445] [server] Checking /home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/log.txt and /home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/pid.txt for a running server...
[20:39:38.491] [server] Installing and setting up Visual Studio Code Server...
[20:39:38.491] [server] Server setup complete
[20:39:38.491] [server] Starting server...
[20:39:38.491] [server] Starting server with command... Command { std: "/home/Adm1n/.vscode-server/cli/servers/Stable-f6cfa2ea2403534de03f069bdf160d06451ed282/server/bin/code-server" "--connection-token=remotessh" "--accept-server-license-terms" "--agent-host-bridge-port=35371" "--agent-host-bridge-host=[IP_ADDRESS]" "--agent-host-bridge-connection-token=0ab118c8-5fbf-4f7b-97c9-4722e4423a74" "--start-server" "--enable-remote-auto-shutdown" "--socket-path=/tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b", kill_on_drop: false }
[20:39:38.701] [server] *
[20:39:38.702] [server] * Visual Studio Code Server
[20:39:38.702] [server] *
[20:39:38.702] [server] * By using the software, you agree to
[20:39:38.702] [server] * the Visual Studio Code Server License Terms (https://aka.ms/vscode-server-license) and
[20:39:38.702] [server] * the Microsoft Privacy Statement (https://privacy.microsoft.com/en-US/privacystatement).
[20:39:38.702] [server] *
[20:39:38.704] [server] Server bound to /tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b
[20:39:38.704] [server] Extension host agent listening on /tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b
[20:39:38.705] [server] parsed location: "/tmp/code-e55392a1-2889-4ce0-84d2-4fe94932bf5b"
[20:39:38.705] [server]
[20:39:38.705] [server] Server started
[20:39:38.884] [server] [20:39:38]
[20:39:38.927] [server]
[20:39:38.927] [server]
[20:39:38.927] [server]
[20:39:39.210] [server] [reconnection-grace-time] No CLI argument provided, using default: 10800000ms (10800s)
[20:39:39.212] [server] [20:39:39] [AgentHostChannel] Registered IPC channel 'agentHostProxy' (upstream: [IP_ADDRESS]:35371)
[20:39:39.232] [server] [20:39:39] Extension host agent started.
[20:39:39.424] [server] [20:39:39] [<unknown>][58ac9834][ExtensionHostConnection] New connection established.
[20:39:39.466] [server] [20:39:39] [<unknown>][c3c858cc][ManagementConnection] New connection established.
[20:39:39.525] [server] [20:39:39] [<unknown>][58ac9834][ExtensionHostConnection] <38335> Launched Extension Host Process.
[20:39:39.997] [server] [20:39:40] [<unknown>][58ac9834][ExtensionHostConnection] <38335> [reconnection-grace-time] Extension host: read VSCODE_RECONNECTION_GRACE_TIME=10800000ms (10800s)
[20:39:39.997] [server]
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
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"
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
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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
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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...
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FirefoxFileEditViewHistoryBookmarksProfilesToolsWi FirefoxFileEditViewHistoryBookmarksProfilesToolsWindowHelp100% C78• Tue 26 May 20:39:52screenpipe"O ₴2DOCKER• ₴1DEV (docker)APP (-zsh)• *3whisper_backend_init_gpu:using Metal backend"Docker Desktop" NotificationsNotifications may include alerts, soundsand icon badges.ggml_metal_init:allocatingggml_metal_init:founddevice: Apple M1ggml_metal_init:pickingdefault device: Apple M1ggml_metal_init:use fusiontrueggml_metal_init:use concurrencytrueggml_metal_init:usegraph optimizetruewhisper_backend_init: using BLAS backendwhisper_init_state: kv selfsize=3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize2.36 MBwhisper_init_state:compute buffer(conv)whisper_init_state:computebuffer(encode) =whisper_init_state:computebuffer (cross)whisper_init_state:compute buffer (decode)14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocating2026-05-26T20:36:59.182696Z2026-05-26T20:36:59.441992ZINFO screenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 1 (hash=-8193354591428272283, trigger=visual_change)INFOscreenpipe_audio::audio_manager::manager: reconciliation: transcribed 40 orphaned chunks2026-05-26T20:38:55.372811ZWARNscreenpipe_engine::frame_linker_actor: frame_linker: stale entries expired without pairing (frame or event never arrived) evicted=4 pending_events=0pending_frames=0 total_pairs=3total_evicted=4 total_failed=02026-05-26T20:38:55.373043ZINFO2026-05-26T20:38:58.315857Zscreenpipe_engine::frame_linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72720 paired=1 still_pending=0INFO2026-05-26T20:39:08.333315Zscreenpipe_engine::event_driven_capture: content dedup: skipping capture for monitor 1 (hash=-8193354591428272283, trigger=visual_change)INFO screenpipe_engine::frame_linker_actor: frame_linker: paired frame+events (events arrived first) frame_id=72736 paired-1 still_pending=02026-05-26T20:39:11.089225ZINFO screenpipe_engine::frame_linker_actor: frame_linker: paired frame+events (events arrived first) frame_id=72738 paired-1 still_pending=02026-05-26T20:39:11.090791ZINFOscreenpipe_engine::frame_linker_actor: frame_linker: paired frame+events (events arrived first) frame_id=72739 paired-1 still_pending=12026-05-26T20:39:12.4289807WARNc:"...."screenpipe_ally::tree::macos_lines: lines: AXUIElementCopyParameterizedAttributeValue(AXLineForIndex)help:failed status=os::Status { raw: -25212, fc"https://www.osstatus.com?search=-25212"} - first failure (further failures suppressed); search highlights will fall back to paragraph bbox onthis app2026-05-26T20:39:14.856446ZINFOscreenpipe_engine::frame_linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72741 paired-1 still_pending=02026-05-26T20:39:16.141101ZINFOscreenpipe_engine::frame_linker_actor: frame_linker: paired frame→events (events arrived first) frame_id=72743 paired-1 still_pending=02026-05-26T20:39:17.710142ZINFOscreenpipe_engine:: frame_linker_actor: frame_linker: paired frame+events (events arrived first)frame_id=72745 paired=1 still_pending=02026-05-26T20:39:19.156204ZINFOscreenpipe_engine:: frame._linker_actor: frame_linker: pairedframe→events (events arrived first)frame_id=72746 paired=1 still_pending=02026-05-26T20:39:23.456950ZINFO2026-05-26T20:39:25.157267ZINFOscreenpipe_engine:: frame.linker_actor: frame_linker: paired frame→events (events arrived first)frame_id=72748paired-1 still_pending=0screenpipe_engine:: frame.linker_actor: frame_linker: pairedframe→events (events arrived first)frame_id=72749paired=1still_pending=02026-05-26T20:39:29.124360ZINFOscreenpipe_engine:: framelinker_actor: frame_linker: paired frame→events (events arrived first)frame_id=72750 paired-1 still_pending=02026-05-26T20:39:31.976694ZINFOscreenpipe_engine::frame_linker_actor: frame_linker: paired frame+events (events arrived first)frame_id=72751 paired-1 still_pending=02026-05-26T20:39:33.375497ZINFOscreenpipe_engine::frame_linker_actor: frame_linker: paired frame→events (events arrived first)frame_id=72752 paired=1 still_pending=02026-05-26T20:39:42.759078ZINFOscreenpipe_engine::frame_linker_actor: frame_linker: paired frame+events (events arrived first) frame_id=72754 paired-1 still_pending=8tip: get thescreenpipehttps://screenpi.pedesktopapp for thefullexperience2026-05-26T20:39:48.577740Z2026-05-26T20:39:50.417690Z2026-05-26T20:39:51.925298ZINFOINFOscreenpipe_engine::frame_linker_actor: frame_linker: pairedframe→events (events arrived first) frame_id=72755 paired-1 still_pending=0screenpipe_engine::frame_linker_actor: frame_linker: paired frame+events (events arrived first) frame_id=72759 paired-1 still_pending=0INFOscreenpipe_engine:: frame.linker_actor: frame_linker: paired event»frame (frame arrived first) corr_id=22 row_id=74054 frame_id=72761...
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$
cockselccuohviewschiminswincowKeview prorect and plan … = garmini-connector ssM: nas00%LXo lue coMdy cUS3to08000o em0 .emReview prolect and olan ....>Review project and plan improvementsV CARMIN-CONNECTOR ISSH: NAST"-pyesenes>examples0.env@ db.pv• demo.py# [EMAIL]© README.md- requirements.txtsicep_processing.ovo ui.himGARMINCYALL=KOVa L2KLuxasDqma2L.ComPOSTGRES USEReanminPWtrEpRI-sAcrAtnaeorPOSTGRES DBwgarmin dbPOSTGRES PORT 5432bu ld soc un to see and titer the data. Also giv eihe the db structu re• Thinking >The container needs to be rebuilt to pick un the new files, I've made all the changes = I just can't trioger the Docker rebuild from this shell (no docker arouo access). You need to rebuild it yourselfRun this from a shell with Docker access (root or docker aroup))Or in Synology Container Manager: find garnin-api → Stop → Rebuild → Start.Once restartcd, ooenwttos/lcour-nac-fox:8047/mWhat wac Addad•GaT Idata/sleeo?fron datcasto datc= — sleep records with converted timestamo,ucl roore/stcosriro doresaco oaren = steos per dactt/:Whe.rreerrod1t2.0o1es=c3v.kSummvtnox0eoTonines.KTawTowS• GET /ui = the dashboardTh Aochhaned hod• Summary stat cards (avg sleep, best sleep, avg steps, avg HR, etc.•Date ranoc titer aciaulis to last 30 days).Parchen or dlooocolored creenwellowred. duratonPar AhAs LAr MAAR NShe SOOROlAR AAGLEN• Sortable tables below each chart (newest#Esc to foaus or untocus Claud.Iextention-cuteut-ens-yscodt-temots| Edit automaticasyPROBLEMSOUTPUYDEBUG CONSOLEITERMINA.PORTSo AdningOxP4808PLUS-B3F8:/vo lutez/docker/garmin-connectors lOpen chat (x][. Show suggestions [^](Space). Start typing to disniss or don't show this againGbash +vM@.|sxOUTUINGTIMETIM...
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ cd /volume2/docker/garmin-connector
docker compose down garmin-api
docker compose build garmin-api
docker compose up -d garmin-api...
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ cd /volume2/docker/garmin-connector
docker compose down garmin-api
docker compose build garmin-api
docker compose up -d garmin-api...
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ cd /volume2/docker/garmin-connector
docker compose down garmin-api
docker compose build garmin-api
docker compose up -d garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sdocker compose down garmin-api...
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ cd /volume2/docker/garmin-connector
docker compose down garmin-api
docker compose build garmin-api
docker compose up -d garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api...
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ cd /volume2/docker/garmin-connector
docker compose down garmin-api
docker compose build garmin-api
docker compose up -d garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ cd /volume2/docker/garmin-connector
docker compose down garmin-api
docker compose build garmin-api
docker compose up -d garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ cd /volume2/docker/garmin-connector
docker compose down garmin-api
docker compose build garmin-api
docker compose up -d garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
[sudo] password for Adm1n:
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 2/1
✔ Container garmin-api Removed 0.7s
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ docker compose down garmin-api...
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Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-conn Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ cd /volume2/docker/garmin-connector
docker compose down garmin-api
docker compose build garmin-api
docker compose up -d garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
[sudo] password for Adm1n:
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 2/1
✔ Container garmin-api Removed 0.7s
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ docker compose down garmin-api...
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docker compose build garmin-api
docker compose up docker compose build garmin-api
docker compose up -d garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
[sudo] password for Adm1n:
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 2/1
✔ Container garmin-api Removed 0.7s
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ docker compose down garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api...
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docker compose build garmin-api
docker compose up docker compose build garmin-api
docker compose up -d garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
[sudo] password for Adm1n:
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 2/1
✔ Container garmin-api Removed 0.7s
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ docker compose down garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api...
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ocker.sock: connect: permission denied
WARN[0000] ocker.sock: connect: permission denied
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
[sudo] password for Adm1n:
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 2/1
✔ Container garmin-api Removed 0.7s
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ docker compose down garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 1/0
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$...
|
Code
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Terminal - bash
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NULL
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72776
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|
72777
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Search (⇧⌘F)
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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...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
NULL
|
72777
|
|
72778
|
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...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
NULL
|
72778
|
|
72779
|
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...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
NULL
|
72779
|
|
72780
|
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...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
NULL
|
72780
|
|
72781
|
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
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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...
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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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ocker.sock: connect: permission denied
WARN[0000] ocker.sock: connect: permission denied
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
[sudo] password for Adm1n:
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 2/1
✔ Container garmin-api Removed 0.7s
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ docker compose down garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 1/0
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$...
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Terminal - bash
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ocker.sock: connect: permission denied
WARN[0000] ocker.sock: connect: permission denied
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
[sudo] password for Adm1n:
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 2/1
✔ Container garmin-api Removed 0.7s
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$ docker compose down garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
permission denied while trying to connect to the Docker daemon socket at [URL_WITH_CREDENTIALS] sudo docker compose down garmin-api
WARN[0000] /volume2/docker/garmin-connector/docker-compose.yml: `version` is obsolete
[+] Running 1/0
! Network garmin-connector_default Resource is still in use 0.0s
Adm1n@DXP4800PLUS-B5F8:/volume2/docker/garmin-connector$...
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Terminal - bash
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