docs(milestone): complete v0.4-operator-tier — v0.1.9 tagged, milestone release, merged to main
v0.4 (Operator Tier — Cohort Dashboard + Auth + Postgres) milestone complete. Phases: ✓ P0 pre-execution (planning) → v0.1.6 ✓ P1 operator foundation (Postgres+auth+VC migration) → v0.1.7 ✓ P2 cohort dashboard + aggregation → v0.1.8 ✓ P3 final review + ship → v0.1.9 (= v0.4 milestone release) Requirements covered (8/8): REQ-MT-01 (Postgres store), REQ-MT-02 (aggregation pipeline), REQ-AUTH-01 (operator auth), REQ-DASH-01 (cohort dashboard), REQ-NFR-AUTH-01 (auth NFRs), REQ-NFR-MT-01 (Postgres-in-LXC), REQ-NFR-DASH-01 (k-anonymity ≥10), REQ-NFR-DASH-02 (freshness ≤24h) Grill MUSTs honored (6/6): G-008, G-011, G-027, G-031, G-038, G-041 Tests: 317 pytest pass, 36 skip (Postgres-requiring), 0 fail; 17/17 vitest pass Review: APPROVE_WITH_NOTES (6/6 personas, 0 P0, 8 P1+ carry-forward) Audit: HEALTHY (reconstruction PASS, 8/8 REQ, 6/6 grill) ---ci--- project: praxis phase: 3 milestone: v0.4 status: complete phase_role: final milestone_complete: true milestone_merged_to_main: true tag: v0.1.9 requirements: covered: [REQ-MT-01, REQ-MT-02, REQ-AUTH-01, REQ-DASH-01, REQ-NFR-AUTH-01, REQ-NFR-MT-01, REQ-NFR-DASH-01, REQ-NFR-DASH-02] partial: [] ---/ci---
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"""GET /api/operator/failure-patterns — failure patterns view (TASK-08-03, D-053).
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Auth-gated. Returns failure pattern metrics: failure_mode frequency (cells
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with metric prefix `failure_mode:`) + branch outcome distribution (cells
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with metric prefix `branch:`). Weak-spot rubric criteria (mean < 3.0) are
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highlighted by the frontend. All k-anonymized.
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"""
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from __future__ import annotations
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import datetime as _dt
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from fastapi import APIRouter, Depends, Request
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from server.auth.dependencies import current_operator
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from server.auth.models import Operator
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from server.operator._common import (
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ViewResponse,
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all_recent_aggregates,
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group_by_path,
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require_pg_store,
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)
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router = APIRouter(prefix="/api/operator", tags=["operator-failure-patterns"])
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def _is_failure_metric(metric: str) -> bool:
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return metric.startswith("failure_mode:") or metric.startswith("branch:")
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@router.get("/failure-patterns", response_model=ViewResponse)
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async def failure_patterns_view(
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request: Request,
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op: Operator = Depends(current_operator),
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) -> ViewResponse:
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pg_store = await require_pg_store(request)
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since = _dt.date.today() - _dt.timedelta(days=30)
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rows = await all_recent_aggregates(pg_store, since)
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failure_rows = [r for r in rows if _is_failure_metric(r.get("metric", ""))]
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views, last_updated = group_by_path(failure_rows)
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return ViewResponse(views=views, last_updated=last_updated)
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__all__ = ["router"]
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