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MobilityOps/docs/13-seed-and-demo-scenarios.md
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NuklearRabbit 8989ffb23c fix(demo): anchor seeded dates to the real reset moment
Booking/inspection/maintenance/outbox dates were authored as absolute
timestamps around a fixed 2026-08-01 anchor and never re-anchored at
seed/reset time, so demo scenarios (e.g. BK-DEMO-RETURN) silently drifted
into the past. Every reset now shifts seeded dates by (today - authored
anchor); dashboard's "today" filter uses real wall-clock time instead of
the now-removed frozen demo_today setting. Adds seed-validation tests
proving scenarios S1/S2/S4/S5 are present and internally consistent after
every reset.
2026-08-03 13:08:02 +02:00

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# Seed and demo scenarios
## Dataset
`seed/generate_seed.py` creates a deterministic snapshot for a chosen anchor date and random seed. The committed CSV files are generated with:
```bash
python seed/generate_seed.py --anchor 2026-08-01 --seed 20260801
```
Target scale:
- 50 vehicles;
- 180 customers including three duplicate pairs;
- 220 historical and 25 current/future bookings;
- realistic inspections and maintenance records;
- fixed quality and workflow scenarios.
## Required named scenarios
### S1 — Odometer regression return
Booking `BK-DEMO-RETURN` for vehicle `MO-024` is active. Submit a return reading below the canonical odometer. Expected: inspection saved, canonical odometer unchanged, vehicle blocked or cleaning according to other flags, quality issue created, event queued and audit visible.
### S2 — Duplicate customer merge
Customers `CUS-0012` and `CUS-0178` share normalized contact data and similar names. Expected: issue with explainable signals, merge rewires bookings, loser becomes tombstone, audit preserved.
### S3 — Missing inspection before next booking
Vehicle `MO-031` has a near-future booking and an unresolved operational attention item. Expected: dashboard links to its record.
### S4 — Legacy booking overlap
Vehicle `MO-016` has two imported overlapping reservations. Expected: visible quality issue; normal booking command would reject the same overlap.
### S5 — Failed workflow
One seeded outbox/workflow record is failed with a safe simulated connection error. Expected: dashboard and Automation page show it; Operations Manager can retry.
### S6 — Grounded damage question
Question: “What must I do when a vehicle returns with damage?” Expected: answer cites damage handling and return inspection procedures.
## Date anchoring
The committed CSVs store absolute ISO timestamps authored around a fixed anchor date
(`SEED_AUTHORED_ANCHOR = 2026-08-01` in `backend/app/seed_loader.py`, matching the
`--anchor` used to generate them). Every seed/reset shifts every seeded booking,
inspection, maintenance and outbox timestamp by `today SEED_AUTHORED_ANCHOR`, so
"today"/"near-future"/"currently overlapping" scenarios stay true to the real moment the
environment was (re)seeded instead of decaying as real time passes between resets. Public
refs and entity relationships are untouched by the shift — only datetime columns move.
`load_seed()` returns the resolved `anchor_date`/`seeded_at`, and records a
`demo_data_seeded` audit event carrying both the resolved anchor and the original
authoring anchor, so the shift applied on any given reset stays traceable.
## Demo reset
Reset must:
- require Operations Manager;
- rebuild the deterministic dataset;
- re-establish scenario references;
- re-anchor scenario dates to the real reset moment (see above);
- clear non-seed audit/workflow state;
- complete safely and visibly;
- be covered by a test.