From 347c97ec4c7f8ca29cb79425fef8245f386fb01b Mon Sep 17 00:00:00 2001 From: david kiania Date: Mon, 8 Jun 2026 13:54:47 +0300 Subject: [PATCH] feat(reporting): fleet segmentation + deduped vehicle roster (migration 14) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Add reporting.fn_fleet_segment() and reporting.v_vehicles, splitting the fleet into ticket-closing field_service vs specialist plant (crane/pick-up/motorbike) that does not close immediate customer tickets. The segment is DERIVED from tracksolid.devices.vehicle_models — itself an authoritative Tracksolid API field (sync_devices maps jimi.user.device.list -> vehicleModels) — so it stays API-current with no re-seeding; the manual vehicle_category column is intentionally unused. v_vehicles collapses the tracker+dashcam device pairs to one row per vehicle by reusing reporting.normalize_plate() and the same primary-device precedence as reporting.v_trips / v_live_positions (auto-merges 'KDS 453Y'/'KDS 453 Y', resolves within-plate model conflicts via the primary tracker). Verified live: 80 vehicles (61 field_service / 16 specialist / 3 unassigned), grafana_ro granted. Includes the supporting data-quality report. Co-Authored-By: Claude Opus 4.8 --- .../260608_fleet_registry_data_quality.md | 117 + .../260608_fleet_registry_data_quality.pdf | 6144 +++++++++++++++++ .../14_fleet_segment_and_vehicles_view.sql | 104 + run_migrations.py | 1 + 4 files changed, 6366 insertions(+) create mode 100644 docs/reports/260608_fleet_registry_data_quality.md create mode 100644 docs/reports/260608_fleet_registry_data_quality.pdf create mode 100644 migrations/14_fleet_segment_and_vehicles_view.sql diff --git a/docs/reports/260608_fleet_registry_data_quality.md b/docs/reports/260608_fleet_registry_data_quality.md new file mode 100644 index 0000000..c75904e --- /dev/null +++ b/docs/reports/260608_fleet_registry_data_quality.md @@ -0,0 +1,117 @@ +# Fleet Registry — Data Quality Report + +**Date:** 2026-06-08 +**Source:** `tracksolid.devices` (the single registry of record) +**Prepared for:** Fireside leadership / fleet operations +**Scope:** 181 tracking devices → **80 physical vehicles** after de-duplicating the GPS-tracker + dashcam pairs that share a number plate. + +--- + +## 1. Executive summary + +The fleet registry is **operationally usable but materially incomplete**, and the gaps concentrate in exactly the fields the business needs to run field-service KPIs: driver identity, driver contact, vehicle type, and device pairing. + +| Theme | Headline | Business impact | +|---|---|---| +| **Driver contact** | **97%** of records have **no driver phone** (175 / 181) | Dispatch and escalation can't reach the driver from our own systems | +| **Driver identity** | **23%** have **no driver name** (41 / 181) | Trips, speeding and idle time can't be attributed to a person — no accountability | +| **Vehicle type** | **22%** have **no model** (40 / 181) | We can't cleanly separate ticket-closing service cars from cranes / bikes | +| **Device pairing** | **29%** of vehicles (23 / 80) are **missing a tracker or a camera** | Blind spots: 6 vehicles have **no GPS at all**; 16 have **no dashcam evidence** | +| **Unidentified hardware** | **41** device rows carry **no plate**; 19 of those are fully blank | Hardware we are paying to track but cannot tie to a vehicle, driver or city | + +**Root cause is upstream, not in our database.** Almost every gap is a field that was never entered in the **Tracksolid Pro portal** at provisioning time — our pipeline faithfully stores whatever the portal holds. This is a **data-entry discipline** problem at vehicle onboarding, plus an **incomplete driver/plate import** that is still pending (the 144-device CSV). + +--- + +## 2. The fleet, de-duplicated + +After collapsing tracker+camera pairs to one row per number plate: + +| Segment | Vehicles | Detail | +|---|---|---| +| **Field service** (closes customer tickets) | ~62 | Probox ×57, Van, Vezel, Mazda, + a few UG/other cars | +| **Specialist** (cranes, bikes, pick-ups — *not* immediate tickets) | ~17 | Crane ×3, Motorbike ×8, Pick-Up ×~6 | +| **Ambiguous** (type conflicts — see §3) | 2 | KCY 080X, KCZ 223P | +| **Total physical vehicles** | **80** | from 181 devices | +| **Unassigned spare devices** (no plate) | 41 rows | cannot be counted as vehicles | + +--- + +## 3. Findings by severity + +### 🔴 Critical — operational blind spots + +**C1. 6 vehicles have a dashcam but NO GPS tracker** — they are invisible on the live fleet map and contribute no trips/mileage. +`KCN 496A · KCQ 215F · KCU 237Z · KDM 306S · KDN 759G · KCZ 199P` + +**C2. 16 vehicles have a GPS tracker but NO dashcam** — no video evidence for incidents, disputes, or safety review. Concentrated in the **specialist fleet** (all 8 motorbikes, the Uganda vehicles) plus several Proboxes. + +**C3. 41 device rows (23%) carry no number plate** — they cannot be tied to a vehicle, driver, or city. **19 of these are entirely blank** (no plate, no model, no driver, status "unknown") — hardware we track but cannot identify at all. + +### 🟠 High — accountability & classification gaps + +**H1. 97% of records have no driver phone** (175 / 181). Only 6 drivers are contactable from our data. + +**H2. 23% have no driver name** (41 / 181). Behaviour analytics (speeding, idle, harsh events) cannot be attributed. + +**H3. 22% have no vehicle model** (40 / 181) — this is the field that drives the field-service vs specialist split. Until it's populated, ~22% of the fleet can only be classified by guessing from the device name. + +**H4. Plate data-entry inconsistencies** corrupting the vehicle count: +- **`KDS 453Y` is entered twice** — `KDS 453Y` (tracker) and `KDS 453 Y` (camera, stray space). One vehicle, counted as two. +- **`KCC 199P` vs `KCZ 199P`** — both pick-ups, both driver *Mbuvi Kioko*, one tracker + one camera. Almost certainly **one vehicle mis-keyed under two plates**. + +**H5. Two plates disagree with themselves** — the tracker and dashcam on the *same plate* report different vehicle types: + +| Plate | Tracker says | Camera says | Driver | +|---|---|---|---| +| KCY 080X | Pick-Up | Probox | Lawrence Kijogi | +| KCZ 223P | Pick-Up | Probox | Felix Muema | + +### 🟡 Medium — analytics reliability + +**M1. `assigned_city` is unreliable.** 4 vehicles have their two devices assigned to *different cities* (e.g. KDC 490Q: Mombasa vs Nairobi; KCY 838X: Mombasa vs Voi). The field appears **derived from the Tracksolid account** the device sits in, not the vehicle's actual base — so **regional (Nairobi / Mombasa / Kampala) reporting is suspect**. + +**M2. Placeholder / non-person driver names** pollute driver-level analytics: `Garage` (×4), `UG` (×2), `Management_Mazda` (×2), `Parked` (×1). These are slots, not people. + +**M3. One driver, multiple plates** — 5 cases (`Garage`, `Gideon Kiprono`, `Kelvin Wambugu`, `Mbuvi Kioko`, `UG`). Some are the duplicate-plate issues above; the rest need confirmation of whether a driver genuinely rotates vehicles. + +### ⚪ Low — asset-register completeness (low operational impact today) + +**L1. `vehicle_brand` is 99% empty** (179 / 181) and **`vin` is 100% empty** (181 / 181). Not currently used in any KPI, but would be needed for a formal asset/insurance register. + +--- + +## 4. Completeness scorecard (device-level, 181 rows) + +| Field | Populated | Missing | % missing | +|---|---|---|---| +| Number plate | 140 | 41 | 23% | +| Vehicle model | 141 | 40 | 22% | +| Driver name | 140 | 41 | 23% | +| Driver phone | 6 | 175 | **97%** | +| SIM | 155 | 26 | 14% | +| Assigned city | 152 | 29 | 16% | +| Vehicle brand | 2 | 179 | **99%** | +| VIN | 0 | 181 | **100%** | + +--- + +## 5. Recommended actions + +| # | Action | Owner | Effort | Fixes | +|---|---|---|---|---| +| 1 | **Run the pending driver/plate CSV import** (144 devices with names + plates already prepared) | Engineering | Low — one command | H1, H2, H3 (large chunk) | +| 2 | **Mandate model + driver + phone at vehicle onboarding** in the Tracksolid Pro portal; make them required fields in the process | Operations | Process change | Root cause of most gaps | +| 3 | **Resolve the 4 specific record issues** in §3 (KDS 453Y dup, KCC/KCZ 199P, KCY 080X, KCZ 223P) | Operations to confirm, Engineering to correct | Low | H4, H5 | +| 4 | **Audit the 22 vehicles missing a tracker or camera** (§3 C1/C2) — install missing hardware or confirm intentional | Field ops | Medium | C1, C2 | +| 5 | **Identify the 19 fully-blank devices** — match serial → vehicle, or decommission | Field ops | Medium | C3 | +| 6 | **Stop trusting `assigned_city` for regional reporting** until it's set per-vehicle rather than inherited from the account | Engineering + Ops | Medium | M1 | +| 7 | Replace placeholder driver names with real assignments or a clear "unassigned" convention | Operations | Low | M2, M3 | + +**Quick wins:** Actions 1 and 3 are low-effort and would clear the majority of the High-severity gaps immediately. + +--- + +## 6. Method & reproducibility + +All figures derived from a single read-only scan of `tracksolid.devices`. De-duplication keys on a normalised plate (`UPPER(REPLACE(vehicle_number,' ',''))`) so spacing variants collapse. Tracker = device types `GT06E / X3 / AT4`; camera = `JC400P`. The scan script and the proposed `tracksolid.v_vehicles` de-duplicated view are tracked in the repository; re-running the scan after each remediation step will show progress against this baseline. diff --git a/docs/reports/260608_fleet_registry_data_quality.pdf b/docs/reports/260608_fleet_registry_data_quality.pdf new file mode 100644 index 0000000..2eba271 --- /dev/null +++ b/docs/reports/260608_fleet_registry_data_quality.pdf @@ -0,0 +1,6144 @@ +%PDF-1.7 +% + +1 0 obj +<< + /Type /Pages + /Count 6 + /Kids [389 0 R 391 0 R 393 0 R 395 0 R 397 0 R 399 0 R] +>> +endobj + +2 0 obj +<< + /Type /Outlines + /First 3 0 R + /Last 3 0 R + /Count 1 +>> +endobj + +3 0 obj +<< + /Parent 2 0 R + /First 4 0 R + /Last 13 0 R + /Count -6 + /Title + /Dest 384 0 R +>> +endobj + +4 0 obj +<< + /Parent 3 0 R + /Next 5 0 R + /Title (1. Executive summary) + /Dest 374 0 R +>> +endobj + +5 0 obj +<< + /Parent 3 0 R + /Next 6 0 R + /Prev 4 0 R + /Title (2. 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0 R + /A [<< + /O /Table + /Headers [(U4x3y0)] + >>] + /K [28] + /Pg 393 0 R +>> +endobj + +110 0 obj +<< + /Type /StructElem + /S /TD + /P 108 0 R + /A [<< + /O /Table + /Headers [(U4x2y0)] + >>] + /K [27] + /Pg 393 0 R +>> +endobj + +111 0 obj +<< + /Type /StructElem + /S /TD + /P 108 0 R + /A [<< + /O /Table + /Headers [(U4x1y0)] + >>] + /K [26] + /Pg 393 0 R +>> +endobj + +112 0 obj +<< + /Type /StructElem + /S /TD + /P 108 0 R + /A [<< + /O /Table + /Headers [(U4x0y0)] + >>] + /K [25] + /Pg 393 0 R +>> +endobj + +113 0 obj +<< + /Type /StructElem + /S /TR + /P 95 0 R + /K [117 0 R 116 0 R 115 0 R 114 0 R] +>> +endobj + +114 0 obj +<< + /Type /StructElem + /S /TD + /P 113 0 R + /A [<< + /O /Table + /Headers [(U4x3y0)] + >>] + /K [24] + /Pg 393 0 R +>> +endobj + +115 0 obj +<< + /Type /StructElem + /S /TD + /P 113 0 R + /A [<< + /O /Table + /Headers [(U4x2y0)] + >>] + /K [23] + /Pg 393 0 R +>> +endobj + +116 0 obj +<< + /Type /StructElem + /S /TD + /P 113 0 R + /A [<< + /O /Table + 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[/Solid /None /None /None] + /BorderThickness [1 0 0 0] + >>] + /K [56] + /Pg 391 0 R +>> +endobj + +188 0 obj +<< + /Type /StructElem + /S /TD + /P 184 0 R + /A [<< + /O /Table + /Headers [(U3x0y0)] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/Solid /None /None /None] + /BorderThickness [1 0 0 0] + >>] + /K [55] + /Pg 391 0 R +>> +endobj + +189 0 obj +<< + /Type /StructElem + /S /THead + /P 177 0 R + /K [190 0 R] +>> +endobj + +190 0 obj +<< + /Type /StructElem + /S /TR + /P 189 0 R + /K [194 0 R 193 0 R 192 0 R 191 0 R] +>> +endobj + +191 0 obj +<< + /Type /StructElem + /S /TH + /P 190 0 R + /ID (U3x3y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [54] + /Pg 391 0 R +>> +endobj + +192 0 obj +<< + /Type /StructElem + /S /TH + /P 190 0 R + /ID (U3x2y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [53] + /Pg 391 0 R +>> +endobj + +193 0 obj +<< + /Type /StructElem + /S /TH + /P 190 0 R + /ID (U3x1y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [52] + /Pg 391 0 R +>> +endobj + +194 0 obj +<< + /Type /StructElem + /S /TH + /P 190 0 R + /ID (U3x0y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [51] + /Pg 391 0 R +>> +endobj + +195 0 obj +<< + /Type /StructElem + /S /P + /P 22 0 R + /K [197 0 R 47 196 0 R 49 50] + /Pg 391 0 R +>> +endobj + +196 0 obj +<< + /Type /StructElem + /S /Em + /P 195 0 R + /K [48] + /Pg 391 0 R +>> +endobj + +197 0 obj +<< + /Type /StructElem + /S /Strong + /P 195 0 R + /K [46] + /Pg 391 0 R +>> +endobj + 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Findings by severity) + /K [0] + /Pg 391 0 R +>> +endobj + +230 0 obj +<< + /Type /StructElem + /S /Div + /P 22 0 R + /A [<< + /O /Layout + /Placement /Block + >>] + /K [231 0 R] +>> +endobj + +231 0 obj +<< + /Type /StructElem + /S /Table + /P 230 0 R + /K [260 0 R 232 0 R] +>> +endobj + +232 0 obj +<< + /Type /StructElem + /S /TBody + /P 231 0 R + /K [255 0 R 249 0 R 244 0 R 238 0 R 233 0 R] +>> +endobj + +233 0 obj +<< + /Type /StructElem + /S /TR + /P 232 0 R + /K [236 0 R 235 0 R 234 0 R] +>> +endobj + +234 0 obj +<< + /Type /StructElem + /S /TD + /P 233 0 R + /A [<< + /O /Table + /Headers [(U2x2y0)] + >>] + /K [114] + /Pg 389 0 R +>> +endobj + +235 0 obj +<< + /Type /StructElem + /S /TD + /P 233 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >>] + /K [113] + /Pg 389 0 R +>> +endobj + +236 0 obj +<< + /Type /StructElem + /S /TD + /P 233 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [237 0 R 111 112] + /Pg 389 0 R +>> +endobj + +237 0 obj +<< + /Type /StructElem + /S /Strong + /P 236 0 R + /K [110] + /Pg 389 0 R +>> +endobj + +238 0 obj +<< + /Type /StructElem + /S /TR + /P 232 0 R + /K [242 0 R 240 0 R 239 0 R] +>> +endobj + +239 0 obj +<< + /Type /StructElem + /S /TD + /P 238 0 R + /A [<< + /O /Table + /Headers [(U2x2y0)] + >>] + /K [109] + /Pg 389 0 R +>> +endobj + +240 0 obj +<< + /Type /StructElem + /S /TD + /P 238 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >>] + /K [241 0 R] +>> +endobj + +241 0 obj +<< + /Type /StructElem + /S /Strong + /P 240 0 R + /K [108] + /Pg 389 0 R +>> +endobj + +242 0 obj +<< + /Type /StructElem + /S /TD + /P 238 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [243 0 R] +>> +endobj + +243 0 obj +<< + /Type /StructElem + /S /Strong + /P 242 0 R + /K [107] + /Pg 389 0 R +>> +endobj + +244 0 obj +<< + /Type /StructElem + /S /TR + /P 232 0 R + /K [247 0 R 246 0 R 245 0 R] +>> +endobj + +245 0 obj +<< + /Type /StructElem + /S /TD + /P 244 0 R + /A [<< + /O /Table + /Headers [(U2x2y0)] + >>] + /K [106] + /Pg 389 0 R +>> +endobj + +246 0 obj +<< + /Type /StructElem + /S /TD + /P 244 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >>] + /K [105] + /Pg 389 0 R +>> +endobj + +247 0 obj +<< + /Type /StructElem + /S /TD + /P 244 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [248 0 R 103 104] + /Pg 389 0 R +>> +endobj + +248 0 obj +<< + /Type /StructElem + /S /Strong + /P 247 0 R + /K [102] + /Pg 389 0 R +>> +endobj + +249 0 obj +<< + /Type /StructElem + /S /TR + /P 232 0 R + /K [252 0 R 251 0 R 250 0 R] +>> +endobj + +250 0 obj +<< + /Type /StructElem + /S /TD + /P 249 0 R + /A [<< + /O /Table + /Headers [(U2x2y0)] + >>] + /K [100 101] + /Pg 389 0 R +>> +endobj + +251 0 obj +<< + /Type /StructElem + /S /TD + /P 249 0 R + /A [<< + /O /Table + /Headers [(U2x1y0)] + >>] + /K [99] + /Pg 389 0 R +>> +endobj + +252 0 obj +<< + /Type /StructElem + /S /TD + /P 249 0 R + /A [<< + /O /Table + /Headers [(U2x0y0)] + >>] + /K [254 0 R 95 96 253 0 R 98] + /Pg 389 0 R +>> +endobj + +253 0 obj 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/BorderThickness [1 0 0 0] + >>] + /K [259 0 R 89 90] + /Pg 389 0 R +>> +endobj + +259 0 obj +<< + /Type /StructElem + /S /Strong + /P 258 0 R + /K [88] + /Pg 389 0 R +>> +endobj + +260 0 obj +<< + /Type /StructElem + /S /THead + /P 231 0 R + /K [261 0 R] +>> +endobj + +261 0 obj +<< + /Type /StructElem + /S /TR + /P 260 0 R + /K [264 0 R 263 0 R 262 0 R] +>> +endobj + +262 0 obj +<< + /Type /StructElem + /S /TH + /P 261 0 R + /ID (U2x2y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [87] + /Pg 389 0 R +>> +endobj + +263 0 obj +<< + /Type /StructElem + /S /TH + /P 261 0 R + /ID (U2x1y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [86] + /Pg 389 0 R +>> +endobj + +264 0 obj +<< + /Type /StructElem + /S /TH + /P 261 0 R + /ID (U2x0y0) + /A [<< + /O /Table + /Scope /Column + /Headers [] + >> << + /O /Layout + /BorderColor [0 0 0] + /BorderStyle [/None /Solid /None /None] + /BorderThickness [0 1 0 0] + >>] + /K [85] + /Pg 389 0 R +>> +endobj + +265 0 obj +<< + /Type /StructElem + /S /P + /P 22 0 R + /K [84] + /Pg 389 0 R +>> +endobj + +266 0 obj +<< + /Type /StructElem + /S /H2 + /P 22 0 R + /T (2. The fleet, de-duplicated) + /K [83] + /Pg 389 0 R +>> +endobj + +267 0 obj +<< + /Type /StructElem + /S /P + /P 22 0 R + /K [271 0 R 73 74 270 0 R 76 77 269 0 R 79 268 0 R 82] + /Pg 389 0 R +>> +endobj + +268 0 obj +<< + /Type /StructElem + /S /Strong + /P 267 0 R + /K [80 81] + /Pg 389 0 R +>> +endobj + +269 0 obj +<< + /Type /StructElem + /S /Strong + /P 267 0 R + /K [78] + /Pg 389 0 R +>> +endobj + +270 0 obj +<< + /Type /StructElem + /S /Strong + /P 267 0 R + /K [75] + /Pg 389 0 R +>> +endobj + +271 0 obj +<< + /Type /StructElem + /S /Strong + /P 267 0 R + /K [72] + /Pg 389 0 R +>> +endobj + +272 0 obj +<< + /Type /StructElem + /S /Table + /P 22 0 R + /K [311 0 R 273 0 R] +>> +endobj + +273 0 obj +<< + /Type /StructElem + /S /TBody + /P 272 0 R + /K [304 0 R 297 0 R 290 0 R 281 0 R 274 0 R] +>> +endobj + +274 0 obj +<< + /Type /StructElem + /S /TR + /P 273 0 R + /K [279 0 R 276 0 R 275 0 R] +>> +endobj + +275 0 obj +<< + /Type /StructElem + /S /TD + /P 274 0 R + /A [<< + /O /Table + /Headers [(U1x2y0)] + >>] + /K [69 70 71] + /Pg 389 0 R +>> +endobj + +276 0 obj +<< + /Type /StructElem + /S /TD + /P 274 0 R + /A [<< + /O /Table + /Headers [(U1x1y0)] + >>] + /K [278 0 R 65 277 0 R 67 68] + /Pg 389 0 R +>> +endobj + +277 0 obj +<< + /Type /StructElem + /S /Strong + /P 276 0 R + /K [66] + /Pg 389 0 R +>> +endobj + +278 0 obj +<< + /Type /StructElem + /S /Strong + /P 276 0 R + /K [64] + /Pg 389 0 R +>> +endobj + +279 0 obj +<< + /Type /StructElem + /S /TD + /P 274 0 R + /A [<< + /O /Table + /Headers [(U1x0y0)] + >>] + /K [280 0 R] +>> +endobj + +280 0 obj +<< + /Type /StructElem + /S /Strong + /P 279 0 R + /K [63] + /Pg 389 0 R +>> +endobj + +281 0 obj +<< + /Type /StructElem + /S /TR + /P 273 0 R + /K [288 0 R 285 0 R 282 0 R] +>> +endobj + +282 0 obj +<< + /Type /StructElem + /S /TD + /P 281 0 R + /A [<< + /O /Table + /Headers [(U1x2y0)] + >>] + /K [56 284 0 R 59 283 0 R] + /Pg 389 0 R +>> +endobj + +283 0 obj +<< + /Type /StructElem + /S /Strong + /P 282 0 R + /K [60 61 62] + /Pg 389 0 R +>> +endobj + +284 0 obj +<< + /Type /StructElem + /S /Strong + /P 282 0 R + /K [57 58] + /Pg 389 0 R +>> +endobj + +285 0 obj +<< + /Type /StructElem + /S /TD + /P 281 0 R + /A [<< + /O /Table + /Headers [(U1x1y0)] + >>] + /K [287 0 R 52 286 0 R] + /Pg 389 0 R +>> +endobj + +286 0 obj +<< + /Type /StructElem + /S /Strong + /P 285 0 R + /K [53 54 55] + /Pg 389 0 R +>> +endobj + +287 0 obj +<< + /Type /StructElem + /S /Strong + /P 285 0 R + /K [51] + /Pg 389 0 R +>> +endobj + +288 0 obj +<< + /Type /StructElem + /S /TD + /P 281 0 R + /A [<< + /O /Table + /Headers [(U1x0y0)] + >>] + /K [289 0 R] +>> +endobj + +289 0 obj +<< + /Type /StructElem + /S /Strong + /P 288 0 R + /K [50] + /Pg 389 0 R +>> +endobj + +290 0 obj +<< + /Type /StructElem + /S /TR + /P 273 0 R + /K [295 0 R 292 0 R 291 0 R] +>> +endobj + +291 0 obj +<< + /Type /StructElem + /S /TD + /P 290 0 R + /A [<< + /O /Table + /Headers [(U1x2y0)] + >>] + /K [47 48 49] + /Pg 389 0 R +>> +endobj + +292 0 obj +<< + /Type /StructElem + /S /TD + /P 290 0 R + /A [<< + /O /Table + /Headers [(U1x1y0)] + >>] + /K [294 0 R 44 293 0 R 46] + /Pg 389 0 R +>> +endobj + +293 0 obj +<< + /Type /StructElem + /S /Strong + /P 292 0 R + /K [45] + /Pg 389 0 R +>> +endobj + +294 0 obj +<< + /Type /StructElem + /S /Strong + /P 292 0 R + /K [43] + /Pg 389 0 R +>> +endobj + +295 0 obj +<< + /Type /StructElem + /S /TD + /P 290 0 R + /A [<< + /O /Table + /Headers [(U1x0y0)] + >>] + /K [296 0 R] +>> +endobj + +296 0 obj +<< + /Type /StructElem + /S /Strong + /P 295 0 R + /K [42] + /Pg 389 0 R +>> +endobj + +297 0 obj +<< + /Type /StructElem + /S /TR + /P 273 0 R + /K [302 0 R 299 0 R 298 0 R] +>> +endobj + +298 0 obj +<< + /Type /StructElem + /S /TD + /P 297 0 R + /A [<< + /O /Table + /Headers [(U1x2y0)] + >>] + /K [39 40 41] + /Pg 389 0 R +>> +endobj + +299 0 obj +<< + /Type /StructElem + /S /TD + /P 297 0 R + /A [<< + /O /Table + /Headers [(U1x1y0)] + >>] + /K [301 0 R 35 300 0 R 37 38] + /Pg 389 0 R +>> 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0000000..3b0a039 --- /dev/null +++ b/migrations/14_fleet_segment_and_vehicles_view.sql @@ -0,0 +1,104 @@ +-- 14_fleet_segment_and_vehicles_view.sql +-- Fleet segmentation + de-duplicated vehicle roster. +-- +-- Splits the fleet into ticket-closing FIELD SERVICE vehicles vs SPECIALIST plant +-- (cranes / pick-ups / motorbikes) that do NOT close immediate customer tickets. +-- +-- The segment is DERIVED, not stored: it is computed from tracksolid.devices.vehicle_models, +-- which is itself an authoritative Tracksolid API field (sync_devices() maps +-- jimi.user.device.list -> vehicleModels, refreshed daily). Keeping it derived means it +-- always tracks the API and needs no re-seeding. The manual tracksolid.vehicle_category +-- column is intentionally NOT used here. +-- +-- reporting.v_vehicles collapses the GPS-tracker + dashcam device pairs into one row per +-- vehicle, reusing reporting.normalize_plate() and the same "primary device per normalized +-- plate" precedence as reporting.v_trips / reporting.v_live_positions (migration 11). This +-- auto-merges plate-spacing duplicates (e.g. 'KDS 453Y' vs 'KDS 453 Y') and resolves any +-- within-plate model disagreement by letting the primary tracker's value win. +-- +-- Every object uses CREATE OR REPLACE / guarded grants so the file is safe to re-apply. +-- Provenance: docs/reports/260608_fleet_registry_data_quality.md + ~/.claude plan binary-singing-wave. + +SET search_path = tracksolid, reporting, public; + +-- ── classification rule (single source of truth) ───────────────────────────── +CREATE OR REPLACE FUNCTION reporting.fn_fleet_segment(model text) + RETURNS text + LANGUAGE sql + IMMUTABLE PARALLEL SAFE +AS $function$ + SELECT CASE lower(coalesce(trim(model), '')) + WHEN '' THEN 'unassigned' -- no model on record -> triage + WHEN 'crane' THEN 'specialist' + WHEN 'pick-up' THEN 'specialist' + WHEN 'pickup' THEN 'specialist' + WHEN 'truck' THEN 'specialist' + WHEN 'motorbike' THEN 'specialist' + ELSE 'field_service' -- Probox, Mazda, Van, Station Wagon, Vezel + any other named model + END +$function$; + +COMMENT ON FUNCTION reporting.fn_fleet_segment(text) IS + 'Maps tracksolid.devices.vehicle_models -> field_service | specialist | unassigned. ' + 'Specialist = crane/pick-up/motorbike/truck (do not close immediate customer tickets).'; + +-- ── de-duplicated vehicle roster (one row per physical vehicle) ─────────────── +CREATE OR REPLACE VIEW reporting.v_vehicles AS + WITH device_trip_counts AS ( + SELECT trips.imei, count(*) AS trip_count + FROM trips + GROUP BY trips.imei + ), primary_device AS ( + SELECT DISTINCT ON ((reporting.normalize_plate(d.vehicle_number))) + reporting.normalize_plate(d.vehicle_number) AS plate, + d.imei AS primary_imei, + d.vehicle_models, + d.driver_name, + d.driver_phone, + d.account, + d.assigned_city + FROM devices d + LEFT JOIN device_trip_counts c USING (imei) + WHERE d.vehicle_number IS NOT NULL AND d.enabled_flag = 1 + ORDER BY (reporting.normalize_plate(d.vehicle_number)), + (CASE WHEN d.mc_type = ANY (ARRAY['GT06E','X3','AT4']) THEN 0 ELSE 1 END), + (COALESCE(c.trip_count, 0::bigint)) DESC, + d.activation_time, + d.imei + ), plate_agg AS ( + SELECT reporting.normalize_plate(d.vehicle_number) AS plate, + bool_or(d.mc_type = ANY (ARRAY['GT06E','X3','AT4'])) AS has_tracker, + bool_or(d.mc_type = 'JC400P') AS has_camera, + count(*) AS device_count + FROM devices d + WHERE d.vehicle_number IS NOT NULL AND d.enabled_flag = 1 + GROUP BY reporting.normalize_plate(d.vehicle_number) + ) + SELECT pd.plate, + pd.vehicle_models AS vehicle_type, + reporting.fn_fleet_segment(pd.vehicle_models) AS fleet_segment, + pd.driver_name AS driver, + pd.driver_phone, + pd.account, + pd.assigned_city, + pa.has_tracker, + pa.has_camera, + pa.device_count, + pd.primary_imei + FROM primary_device pd + JOIN plate_agg pa USING (plate); + +COMMENT ON VIEW reporting.v_vehicles IS + 'One row per physical vehicle (tracker+dashcam pairs collapsed by normalize_plate, primary ' + 'device = tracker-first then trip-count). fleet_segment derived from API-authoritative ' + 'vehicle_models. Source: docs/reports/260608_fleet_registry_data_quality.md.'; + +-- ── grants (guarded: roles may not exist on a fresh DB) ─────────────────────── +DO $grants$ +BEGIN + IF EXISTS (SELECT 1 FROM pg_roles WHERE rolname = 'grafana_ro') THEN + GRANT USAGE ON SCHEMA reporting TO grafana_ro; + GRANT EXECUTE ON FUNCTION reporting.fn_fleet_segment(text) TO grafana_ro; + GRANT SELECT ON reporting.v_vehicles TO grafana_ro; + END IF; +END $grants$; diff --git a/run_migrations.py b/run_migrations.py index 578d7e4..a2a093a 100644 --- a/run_migrations.py +++ b/run_migrations.py @@ -37,6 +37,7 @@ MIGRATIONS = [ "11_reporting_schema.sql", # reporting.* map-dashboard read layer (dashboard_api) "12_drop_ops.sql", # purge dormant ops schema + dispatch_log + v_sla_inflight "13_drop_dwh_gold.sql", # purge dormant dwh_gold schema + v_utilisation_daily + "14_fleet_segment_and_vehicles_view.sql", # reporting.fn_fleet_segment + reporting.v_vehicles roster ] # ── Tables that must exist before the service is allowed to start ─────────────