Background
----------
A field audit of liveposition.rahamafresh.com on 2026-05-21 surfaced two
freshness gaps that share a single root cause: tracksolid.live_positions
was being written by only one path (the 60s polled sweep), and that path
silently omits devices that don't have a "current" fix in Jimi's
location.list response. Effect on the dashboard:
* 18 vehicles show OFFLINE for days-to-months — last fix is whatever
the sweep wrote before Jimi dropped them.
* 3 vehicles (KDK 780K, KCQ 618K, KCZ 476E) depend on dashcam fallback
because their dedicated tracker has been silent; the camera's lat/lng
arrives via /pushalarm webhooks (5,287/day, 100% lat/lng fill) but
we discard it after writing to tracksolid.alarms.
Verified upstream subscription state: only /pushalarm is registered with
Jimi; the n8n forwarders for /pushgps, /pushtripreport, /pushobd are
inactive. This change uses only data that already arrives.
What's in this PR
-----------------
ts_shared_rev.py
* upsert_live_position(cur, imei, lat, lng, gps_time, ..., extras=None)
— single time-guarded upsert all three writers will share. Guards on
is_valid_fix() (filters Zero-Island and out-of-range) and
EXCLUDED.gps_time > stored.gps_time so late-arriving alarms or
webhook retries can't rewind a fresher marker. COALESCE on optional
columns so sparse callers don't blank dense ones' values.
* get_stale_imeis(stale_minutes=30) — SELECT enabled_flag=1 devices
whose live_positions.gps_time is NULL or older than the threshold,
ordered NULLS FIRST so worst-offenders are in batch #1.
* ensure_device(cur, imei, device_name=None) — relocated from
webhook_receiver_rev so every live_positions writer can satisfy the
FK without re-defining the helper. The original underscore-prefixed
name in webhook_receiver_rev becomes a backwards-compat alias.
webhook_receiver_rev.py
* /pushalarm — after the alarm row insert, call upsert_live_position
with the alarm's lat/lng and alarmTime. Sits inside the existing
per-item SAVEPOINT, so a cross-feed failure rolls back only that
one alarm's cross-feed, not the alarm row.
ingest_movement_rev.py
* poll_live_positions — inline INSERT replaced with upsert_live_position
(extras dict carries the sweep-only columns). Same data, time-guarded.
* get_device_locations — inline INSERT replaced; also gains an
ensure_device call so it can be safely fed arbitrary IMEIs.
* poll_stale_locations() — new wrapper. Pulls get_stale_imeis() and
hands it to get_device_locations. Scheduled every 10 minutes plus a
startup catch-up call. Uses jimi.device.location.get which returns
*last-known* fix, so devices the 60s sweep drops can be re-warmed.
Expected post-deploy effect (estimates, see
260521_timescale_location_upgrade_major.md §4)
* ~1,100-1,600 additional live_positions upserts/day from the alarm
cross-feed, after the time-guard rejects ~70-80% of races vs the
fresher 60s sweep.
* The 3 camera-fallback plates flip to "seconds-after-alarm" cadence
(JC400P emits ~107 alarms/day per device).
* 8-14 of the 24 OFFLINE plates expected to recover via location.get's
last-known-fix path within the first 30 minutes.
* Dashboard's "Offline 24h+" KPI: 24 → 10-14 within the first hour.
* No 06_live_location code changes required — reads through
reporting.v_live_positions transparently.
Tests
-----
12 webhook integration tests pass (3 new: cross-feed fires on valid fix;
skips without lat/lng; skips Zero-Island). 8 new unit tests in
test_stale_imeis.py cover the stale selector, the poll wrapper, and the
time-guard contract on upsert_live_position. Full suite: 77 passed.
Deployment
----------
No schema migration. Both webhook_receiver and ingest_movement
containers must be rebuilt — source is image-baked, not bind-mounted.
Rollback is git revert + rebuild.
Plan & monitoring SQL: 06_live_location/260521_timescale_location_upgrade_major.md
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Fleet lives across three Tracksolid sub-accounts:
fireside — 63 devices
Fireside@HQ — 52 devices
Fireside_MSA — 41 devices
Previously sync_devices / poll_live_positions / poll_parking only
queried a single TARGET_ACCOUNT, so ~64% of the fleet was invisible to
the pipeline.
Changes:
- ts_shared_rev.py: new TARGETS list (env TRACKSOLID_TARGETS,
comma-separated; falls back to the single TARGET_ACCOUNT).
- ts_shared_rev.py: new get_active_imeis_by_target() helper that
groups active IMEIs by their stored account so parking calls can
pass the right account param per batch.
- ingest_movement_rev.py: sync_devices and poll_live_positions loop
over every target and dedupe by IMEI before upserting. poll_parking
loops over imeis_by_target so each batch carries the matching
account.
- CLAUDE.md: FIX-M19 entry.
Requires new env var TRACKSOLID_TARGETS="fireside,Fireside@HQ,Fireside_MSA"
on the ingest services in Coolify.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
jimi.user.device.list returns null for vehicleName, vehicleNumber,
driverName, driverPhone, and sim even after those fields are set via
jimi.open.device.update — the values only surface through
jimi.track.device.detail. sync_devices() now reads from dtl first with
d as fallback, which unblocks backfill of the 144 CSV-driven updates
pushed on 2026-04-22.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Audit fixes across the ingestion stack:
Observability
- Move log_ingestion out of batch loops in poll_alarms and poll_parking
(was emitting N cumulative log rows per run instead of one).
- Add missing log_ingestion + t0 to poll_trips.
- Count inserted via cur.rowcount instead of naive +=1 so ON CONFLICT
DO NOTHING no longer inflates the metric.
Resilience
- SAVEPOINT-per-item added to poll_alarms, poll_live_positions,
poll_trips, poll_parking so one bad row no longer aborts the batch
(webhook handlers already had this; pollers were inconsistent).
Performance
- /pushgps and poll_track_list now use psycopg2.extras.execute_values
with ON CONFLICT DO NOTHING — 10-50x write throughput on larger
batches.
- sync_devices and sync_driver_audit fetch jimi.track.device.detail
concurrently via ThreadPoolExecutor(max_workers=8), cutting the
daily registry sync from ~24s to ~3s for an 80-device fleet.
- poll_track_list split into two phases: parallel API fetch (4 workers,
no DB connection held) then one batched write. Previously the DB
connection was held across every per-IMEI HTTP call, risking pool
starvation.
Security
- _validate_token uses hmac.compare_digest for constant-time token
comparison (closes timing side-channel).
- _parse_data_list caps incoming items at WEBHOOK_MAX_ITEMS (default
5000) so a pathological push cannot blow memory.
Tests
- Fix test_null_alarm_type_skipped: its INSERT-count assertion was
catching the ingestion_log insert written by log_ingestion. Filter
that out so the test checks only data-table inserts.
- Full suite: 66 passed.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
[FIX-M16] jimi.device.track.mileage returns distance in metres despite
docs claiming km. Confirmed: avgSpeed × runTimeSecond / 3600 = distance/1000.
poll_trips() now divides raw value by 1000 before storing as distance_km.
3 existing bad rows corrected in prod DB (distance_km / 1000).
[FIX-M17] sync_devices() ON CONFLICT clause was only updating 5 of 26
fields, silently dropping driver_phone, sim, iccid, vehicle_name, status
etc. on subsequent syncs. Expanded to update all device fields so driver
assignments made in Tracksolid Pro UI propagate to DB on next daily sync.
Add sync_driver_audit.py: one-shot script to compare API vs DB device
registry, report driver/IMEI gaps, and force a full field upsert.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
POLL-01 (FIX-M14): Add poll_track_list() calling jimi.device.track.list
- Runs every 30 min with 35-min lookback window (5-min overlap prevents gaps)
- Inserts all device waypoints into position_history with source='track_list'
- Increases position density from ~1/min to 2-6 fixes/min per active vehicle
- Single shared DB connection for all devices per cycle (efficient)
POLL-03 (FIX-M15): Add get_device_locations() utility function
- Calls jimi.device.location.get for up to 50 specific IMEIs on demand
- Used for alarm enrichment, stale device recovery, dashboard precision refresh
Manual updates:
- position_history section rewritten to document dual ingestion sources
- Three new queries: data density check, harsh driving detection, route trace
- Known Data Issues: issues 10 and 11 added and marked Fixed
- API coverage table updated to reflect all three endpoints now in use
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
BUG-01 [FIX-E06]: jimi.device.alarm.list poll response uses alertTypeId/
alarmTypeName/alertTime, not the webhook field names. All 1,054 stored alarm
records had null alarm_type/alarm_name as a result. Corrected field mapping
in ingest_events_rev.py; also added alarm_name and source columns to INSERT.
BUG-02 [FIX-M11/M12]: trips.distance_m was storing millimetres due to an
erroneous * 1000 on an already-km API value. Removed the multiplication in
poll_trips() and push_trip_report(). Column renamed to distance_km in
migration 04 (historical rows divided by 1,000,000 to correct to km).
All SQL in both ingestion files updated to reference distance_km.
POLL-02 [FIX-M13]: parking poll returned 0 rows because the required
account and acc_type=0 parameters were missing. Also fixed response field
mapping: durSecond was incorrectly read as 'seconds'.
Migration 04: corrects and renames distance_m → distance_km.
Migration 05: adds normalized OBD columns, alarm/device enrichment columns,
new tables (device_events, fuel_readings, temperature_readings, lbs_readings,
geofences), expands dwh_gold fact table, and adds refresh_daily_metrics() ETL.
tracksolid_DB_manual.md updated to reflect column rename and mark fixed issues.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
dict.get("result", []) returns None when key exists with null value.
Changed to resp.get("result") or [] which handles both cases.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
