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tracksolid_timescale_grafan.../260412_baseline_report.md
David Kiania 2131faf8c6 Add 260412 baseline report — first trip data, FIX-M16 confirmed 
Post-deployment snapshot at ~00:15 EAT 2026-04-12. Key changes vs 260410:
- 3 trips recorded (FRED KMGW 538W HULETI, 6.94 km total) — pipeline validated
- FIX-M16 distance unit fix confirmed: implied speed matches API avgSpeed exactly
- 70 track_list fixes in 24h (was 13) — dense trail from active driving
- KDK 829A GP returned to primary depot from secondary Nairobi East cluster
- Uganda anomaly (X3-63282) persists — flagged for management
- Driver name root cause confirmed: not assigned in Tracksolid Pro UI

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-12 00:14:27 +03:00

17 KiB
Raw Blame History

Fireside Communications — Fleet Baseline Report

Date: 2026-04-12 · Time of queries: ~00:15 EAT
Database: tracksolid_db on TimescaleDB
Container: timescale_db-bo3nov2ija7g8wn9b1g2paxs-192322642108
Report scope: All 63 registered devices · All tables · Post-migration 04 + 05

1. Migration Status

All four schema migrations applied and tracked:

Migration File Applied (EAT) Status
02_tracksolid_full_schema_rev.sql 2026-04-11 22:25:37 ✓ Applied
03_webhook_schema_migration.sql 2026-04-11 22:25:37 ✓ Applied
04_bug_fix_migration.sql 2026-04-11 22:25:37 ✓ Applied — distance_km renamed & corrected
05_enhancement_migration.sql 2026-04-11 22:25:37 ✓ Applied — new tables + columns

Schema is fully current. No pending migrations.

2. Table Row Counts (as of 00:15 EAT)

Table Rows Δ vs 260410 Notes
tracksolid.devices 63 — Full fleet registry
tracksolid.live_positions 19 — 19 devices with a known position (30% of fleet)
tracksolid.position_history 101 −36 New container; accumulating since 22:25 EAT Apr 11
tracksolid.position_history (track_list) 70 +57 High-res trail density growing strongly
tracksolid.alarms 3 +1 ACC_ON/ACC_OFF events from evening movement
tracksolid.trips 3 +3 First real trips recorded — FIX-M16 distance fix confirmed
tracksolid.parking_events 0 — Fix deployed; will populate with completed park cycles
tracksolid.obd_readings 0 — Awaiting webhook registration
tracksolid.device_events 0 — Awaiting /pushevent registration
tracksolid.fuel_readings 0 — Awaiting /pushoil registration
tracksolid.temperature_readings 0 — Awaiting /pushtem registration
tracksolid.lbs_readings 0 — Awaiting /pushlbs registration
tracksolid.geofences 0 — Not yet configured
tracksolid.heartbeats 0 — Awaiting heartbeat webhook
tracksolid.fault_codes 0 — Awaiting fault code data
tracksolid.ingestion_log 43 — New container; fresh audit trail
dwh_gold.fact_daily_fleet_metrics 0 — ETL not yet run
dwh_gold.dim_vehicles 0 — Awaiting population

3. Fleet Composition

63 devices across 4 device models — unchanged:

Model Count Typical Use
AT4 23 Asset / cargo hardwired tracker
JC400P 23 Camera-capable tracker (larger vehicles)
X3 10 Compact vehicle tracker
GT06E 7 OBD-port tracker
Total 63

4. Full Device Registry

All 63 devices. driver_name is blank for every device — confirmed root cause: no drivers assigned in Tracksolid Pro account (not a DB sync issue). vehicle_number also unpopulated.

Device Name Model SIM Odometer (km) Expires Status
AT4-51820 AT4 — — — No position
AT4-53099 AT4 — — — No position
AT4-54246 AT4 — — — No position
AT4-55029 AT4 — — — No position
AT4-55235 AT4 — — — No position
AT4-57389 AT4 — — — No position
AT4-61860 AT4 — — — No position
AT4-64815 AT4 — 0 2036-02-05 Inactive (1,573h)
AT4-64823 AT4 — — — No position
AT4-64880 AT4 — — — No position
AT4-64989 AT4 — — — No position
AT4-65010 AT4 — — — No position
AT4-65135 AT4 — — — No position
AT4-65341 AT4 — — — No position
AT4-65598 AT4 — — — No position
AT4-65648 AT4 — — — No position
AT4-66158 AT4 — — — No position
AT4-67271 AT4 — — — No position
AT4-67693 AT4 — — — No position
KCE 690F AT4 — 0 2039-07-01 Inactive (57,329h)
KCS 903Y JK SUB AT4 0700024569 4 2039-06-09 Inactive (15,229h)
KCU 865Q Vanguard Sub AT4 0757270804 10 2039-12-20 Inactive (15,445h)
KMEH 692C KAWASAKI AT4 0110094467 3 2040-04-03 Inactive (24,709h)
Belta KCU-647D GT06E 0110094465 235 2040-04-03 Inactive (7,584h) — SERVICE FLAG
GT06E-85428 GT06E — — — No position
GT06E-86319 GT06E — — — No position
JK Subaru KCS 903Y GT06E 0746759925 73 2039-06-12 Very stale (670h)
KCU 145Q Solo Xtrail GT06E 0757270810 53 2039-12-20 Inactive (7,546h)
KCU 865Q Vanguard GT06E 0757270763 62 2039-12-20 Stale (79h)
KDK 829A GP GT06E 0707923872 239 2042-10-29 Recent (2h) — DEPOT — SERVICE FLAG
JC400P-07904 JC400P — — — No position
JC400P-85041 JC400P — — — No position
JC400P-85058 JC400P — — — No position
JC400P-85751 JC400P — 0 2036-03-11 Inactive (746h)
JC400P-86270 JC400P — — — No position
JC400P-86403 JC400P — — — No position
JC400P-87625 JC400P — — — No position
JC400P-87831 JC400P — — — No position
JC400P-89431 JC400P — — — No position
JC400P-89530 JC400P — — — No position
JC400P-89563 JC400P — — — No position
JC400P-89662 JC400P — — — No position
JC400P-89977 JC400P — — — No position
JC400P-90108 JC400P — — — No position
JC400P-90199 JC400P — — — No position
JC400P-90678 JC400P — — — No position
JC400P-91619 JC400P — — — No position
JC400P-92278 JC400P — — — No position
JC400P-92716 JC400P — — — No position
JC400P-92732 JC400P — — — No position
JC400P-94233 JC400P — — — No position
KDU 878T_CAM JC400P 0708351897 2 2035-08-18 Inactive (3,081h)
KDW 632M HL Cam JC400P 300002396032 IoT 0 2036-03-11 Inactive (756h)
FRED KMGW 538W HULETI X3 0119867174 2 2036-02-08 Active (0.1h) — MOVED
KDU 878T_Track X3 0708352823 5 2035-08-18 Stale (79h)
KDW 632M HL Tracker X3 300002396033 IoT 0 2036-02-09 Inactive (744h)
KMGR 409U HENRY JAZZ X3 0768697302 7 2035-07-31 Recent (7h)
X3-59405 X3 — — — No position
X3-63282 X3 — 4 2036-02-14 Active (0.2h) — UGANDA ANOMALY PERSISTS
X3-64223 X3 — — — No position
X3-68968 X3 — 0 2036-03-11 Inactive (744h)
X3-69172 X3 — — — No position
X3-78553 X3 — — — No position

5. Live Position Coverage

19 of 63 devices (30%) have a position in live_positions — same count as 260410.
44 devices (70%) have no position at all — offline, SIM not installed, or never activated.

Freshness Bands

Band Count Devices
< 2 hours (active) 2 FRED KMGW 538W HULETI, X3-63282
2–24 hours (recent) 2 KDK 829A GP (2h), KMGR 409U HENRY JAZZ (7h)
1–7 days (stale) 2 KCU 865Q Vanguard (79h), KDU 878T_Track (79h)
1–12 months (very stale) 3 JK Subaru KCS 903Y (670h), KCU 145Q (7,546h), Belta KCU-647D (7,584h)
> 1 year (inactive) 10 KDU 878T_CAM, KCS 903Y JK SUB, KCU 865Q Vanguard Sub, KMEH 692C KAWASAKI, KCE 690F, etc.

Full Live Position Detail

Device Model Lat Lng Speed (km/h) ACC GPS Signal Satellites Last Fix (EAT)
FRED KMGW 538W HULETI X3 -1.24444 36.72321 0 Off 4 13 2026-04-12 00:02:54
X3-63282 X3 0.19566 32.54004 0 Off 4 11 2026-04-11 23:58:38
KDK 829A GP GT06E -1.23850 36.72677 0 Off 4 9 2026-04-11 22:09:59
KMGR 409U HENRY JAZZ X3 -1.23743 36.72663 3 Off 3 3 2026-04-11 16:47:20
KCU 865Q Vanguard GT06E -1.23748 36.72641 5 Off 0 5 2026-04-08 17:17:45
KDU 878T_Track X3 -1.23528 36.72871 0 Off 4 10 2026-04-08 17:16:55
JK Subaru KCS 903Y GT06E -1.23560 36.72868 0 Off 1 6 2026-03-15 01:52:33
X3-68968 X3 -1.23799 36.72615 0 Off 4 15 2026-03-11 23:59:28
KDW 632M HL Tracker X3 -1.24087 36.72839 0 Off 4 6 2026-03-11 23:53:44
JC400P-85751 JC400P -1.23796 36.72611 0 Off 4 15 2026-03-11 22:15:44
KDW 632M HL Cam JC400P -1.24115 36.72847 0 Off 4 0 2026-03-11 11:52:01
AT4-64815 AT4 -1.24136 36.72872 0 Off 4 4 2026-02-05 11:19:55
KDU 878T_CAM JC400P -1.06900 37.01436 12 Off 4 15 2025-12-04 15:27:42
KCU 145Q Solo Xtrail GT06E -1.29728 36.88850 0 Off 4 7 2025-06-01 14:04:47
Belta KCU-647D GT06E -1.15151 36.63857 0 Off 4 11 2025-05-30 23:53:22
KCS 903Y JK SUB AT4 -1.23529 36.72875 0 Off 4 3 2024-07-16 10:41:42
KCU 865Q Vanguard Sub AT4 -1.23522 36.73104 0 Off 4 5 2024-07-07 10:43:21
KMEH 692C KAWASAKI AT4 -1.23849 36.72460 0 Off 4 11 2023-06-17 10:41:18
KCE 690F AT4 -1.24008 36.74522 31 Off 4 6 2019-09-27 07:20:08

6. Geographic Clustering

Cluster Area Coords Active Devices Δ vs 260410
Primary depot Nairobi West / Kikuyu Rd corridor -1.235 to -1.244, 36.722 to 36.731 14 devices KDK 829A GP moved here from secondary cluster
Secondary Nairobi East / Thika Rd -1.297, 36.888 1 device KDK 829A GP departed — now only KCU 145Q Solo (stale)
Outlier Thika / Ruiru -1.069, 37.014 1 device (KDU 878T_CAM) Unchanged
CRITICAL Uganda — Kampala region 0.196, 32.540 1 device (X3-63282) Persists — no change

KDK 829A GP position change confirmed: was at -1.328, 36.900 (Nairobi East) in the 260410 report; now at -1.238, 36.727 (primary depot). Vehicle drove from the secondary cluster to the main yard between the two report windows.

7. Position History

Total fixes: 101 across two ingestion sources (new container; accumulating since 22:25 EAT Apr 11):

Source Fixes Method Frequency
poll 31 Fleet-wide 60s sweep Every 60 seconds
track_list 70 Per-device high-res trail (POLL-01) Every 30 minutes
Total 101

Per-Device Fixes — Last 24 Hours

Device Model Source Fixes First Fix (EAT) Last Fix (EAT) Avg Speed Max Speed
FRED KMGW 538W HULETI X3 track_list 69 2026-04-11 21:52:44 2026-04-11 23:50:12 18.1 km/h 53 km/h
FRED KMGW 538W HULETI X3 poll 7 2026-04-11 22:25:12 2026-04-12 00:02:54 5.0 km/h 35 km/h
X3-63282 X3 poll 4 2026-04-11 22:13:38 2026-04-11 23:58:38 0.0 km/h 0 km/h
X3-63282 X3 track_list 1 2026-04-11 21:58:38 2026-04-11 21:58:38 0.0 km/h 0 km/h
KDK 829A GP GT06E poll 1 2026-04-11 22:09:59 2026-04-11 22:09:59 0.0 km/h 0 km/h
KMGR 409U HENRY JAZZ X3 poll 1 2026-04-11 16:47:20 2026-04-11 16:47:20 3.0 km/h 3 km/h

FRED KMGW 538W HULETI generated 69 high-resolution track_list waypoints with avg 18.1 km/h and peak 53 km/h — confirming real road movement during the evening. This is the first active driving data since pipeline deployment.

8. Alarms

Total alarms: 3 — all on FRED KMGW 538W HULETI, corresponding to evening trips.

# Device Alarm Type Alarm Name Time (EAT) Lat Lng Speed
1 FRED KMGW 538W HULETI ACC_ON ACC ON 2026-04-11 22:07:27 -1.23950 36.73979 0
2 FRED KMGW 538W HULETI ACC_OFF ACC OFF 2026-04-11 22:28:23 -1.24441 36.72324 0
3 FRED KMGW 538W HULETI ACC_OFF ACC OFF 2026-04-11 23:35:13 -1.24428 36.72300 0

Key findings:

  • ACC_ON at 22:07 → vehicle started; ACC_OFF at 22:28 → parked briefly; ACC_OFF at 23:35 → final park. Consistent with the 3 trips recorded.
  • ACC_ON event at -1.23950, 36.73979 — slightly east of primary depot, consistent with trip 3 start coordinates.
  • No vibration alerts this window (2 vibration alerts overnight on 260410). Quieter night.
  • No speeding, geofence, or power alarms.

9. Trips

Trips recorded: 3 — all FRED KMGW 538W HULETI on the evening of 2026-04-11.

FIX-M16 confirmed working: distances are physically consistent with duration and speed.

# Device Start (EAT) End (EAT) Distance (km) Drive Time (s) Implied Speed Avg Speed (API)
1 FRED KMGW 538W HULETI 21:47:05 21:49:44 1.430 km 159s 32.4 km/h 32.41 km/h ✓
2 FRED KMGW 538W HULETI 23:13:05 23:20:22 2.600 km 437s 21.4 km/h 21.38 km/h ✓
3 FRED KMGW 538W HULETI 23:27:36 23:35:13 2.910 km 457s 22.9 km/h 22.93 km/h ✓
Total 6.940 km 1,053s (17.6 min)

Notes:

  • Pre-fix, these trips were stored as 1,432 km / 2,596 km / 2,910 km — corrected in-place by DB update and code fix deployed.
  • max_speed_kmh not yet populated for these trips — API field maxSpeed not returned by jimi.device.track.mileage for this device/window.
  • Short urban trips (1.4–2.9 km) at 21–32 km/h — consistent with Nairobi city driving near the Kikuyu Rd depot.

10. Parking Events

Parking events: 0

POLL-02 fix deployed (acc_type=0, corrected durSecond mapping). API responding cleanly (14 calls, 0 rows). Events will populate once a complete park-stop-drive cycle is observed by the poller window.

11. Ingestion Pipeline Health

Container uptime: ~1h 50min at time of queries (restarted 22:25 EAT Apr 11 for FIX-M16 deployment).

Endpoint Calls Rows Upserted Rows Inserted Avg Duration Failures First Call (EAT) Last Call (EAT)
jimi.user.device.location.list 21 399 399 575ms 0 2026-04-11 22:25:45 2026-04-12 00:10:58
jimi.open.platform.report.parking 14 0 0 10,863ms 0 2026-04-11 22:25:55 2026-04-12 00:04:34
jimi.device.track.list 4 0 77 237,175ms 0 2026-04-11 22:26:10 2026-04-12 00:04:41
jimi.device.alarm.list 3 0 4 344ms 0 2026-04-11 22:30:39 2026-04-12 00:04:34
jimi.user.device.list+detail 2 126 0 5,768ms 0 2026-04-11 22:25:39 2026-04-12 00:04:12
Total 44 0

Observations:

  • Zero failures across all 44 API calls — pipeline stable after restart.
  • Location polling: 21 calls, 575ms avg — consistent with 260410 (493ms). Slightly slower, within normal variance.
  • Track list: 4 calls, 77 waypoints at 237s avg — slower per call than 260410 (137s). Likely due to FRED KMGW 538W HULETI generating dense waypoints during active driving.
  • Alarm poll: 344ms avg — fast and clean.
  • Device sync: 2 runs since restart; all 63 device records updated with full field sync (FIX-M17 now active).

12. Changes Since 260410 Baseline

Area 260410 260412 Assessment
Trips recorded 0 3 First real trip data — pipeline validated end-to-end
Trip distance accuracy Broken (km stored as m) Fixed (FIX-M16) Implied speed matches API avgSpeed exactly
sync_devices ON CONFLICT 5 fields only 26 fields (FIX-M17) Driver/phone/SIM will now update on each daily sync
track_list fixes (24h) 13 70 FRED KMGW 538W HULETI drove → dense trail captured
FRED KMGW 538W HULETI Parked at depot Active — 6.94 km driven First confirmed driving data
KDK 829A GP Secondary cluster (Nairobi East) Primary depot Returned to main yard overnight
sync_driver_audit.py Not present Added One-shot tool for API↔DB driver/IMEI gap reporting
Driver names in DB 0 0 Root cause confirmed: not assigned in Tracksolid Pro UI
Uganda anomaly (X3-63282) Active at 0.196, 32.540 Persists — no change Requires investigation
Service flags Belta KCU-647D (234,546 km), KDK 829A GP (239,264 km) Same — odometers approaching 240k Maintenance overdue

13. Open Items

Priority Item Owner
HIGH Assign driver names + vehicle numbers in Tracksolid Pro UI Operations
HIGH Investigate X3-63282 in Uganda (Kampala region) — legitimate deployment or stolen? Management
HIGH Service KDK 829A GP (239,264 km) and Belta KCU-647D (235,000 km) Fleet maintenance
MEDIUM Register webhooks in Tracksolid Pro: /pushobd, /pushoil, /pushtem, /pushlbs, /pushevent DevOps
MEDIUM Set fuel_100km per vehicle type to activate fuel cost analytics Operations
MEDIUM Investigate 44 devices with no GPS fix — deployed? SIM installed? Fleet ops
LOW Define geofences — depot boundary, approved route corridors Operations
LOW Run nightly ETL: SELECT dwh_gold.refresh_daily_metrics(CURRENT_DATE - 1) DevOps

Report generated: 2026-04-12 ~00:15 EAT · Stack: TimescaleDB 2.15 + PostGIS + Tracksolid Pro Open Platform API
Pipeline: ingest_movement_rev.py v2.2 (FIX-M16, FIX-M17) · ingest_events_rev.py · webhook_receiver_rev.py