Files
praxis/server/operator/failure_patterns.py
T
Praxis CI ec6fcc64bc feat(milestone): merge phase/02 cohort-dashboard → milestone/v0.4-operator-tier
Phase 2 complete — Cohort Dashboard + Aggregation:
- Cohort aggregation pipeline (k-anon ≥10 write-time suppression, async hook, nightly 03:00 CT reconcile)
- 4 auth-gated operator API endpoints (cohort, mastery, failure-patterns, credentials)
- React cohort dashboard (BrowserRouter, login, 3 views, inline SVG sparklines, auth gate)
- SPA fallback via SpaStaticFiles subclass (G-041 — NOT catch-all route)
- G-038 differencing-attack test (unit + API e2e)
- 317 pytest pass, 36 skip, 0 fail; 17/17 vitest pass; npm build + typecheck clean

---ci---
project: praxis
phase: 2
milestone: v0.4
status: complete
requirements:
  covered: [REQ-DASH-01, REQ-NFR-DASH-01, REQ-NFR-DASH-02, REQ-MT-02]
  partial: []
---/ci---
2026-08-04 11:43:34 +00:00

44 lines
1.4 KiB
Python

"""GET /api/operator/failure-patterns — failure patterns view (TASK-08-03, D-053).
Auth-gated. Returns failure pattern metrics: failure_mode frequency (cells
with metric prefix `failure_mode:`) + branch outcome distribution (cells
with metric prefix `branch:`). Weak-spot rubric criteria (mean < 3.0) are
highlighted by the frontend. All k-anonymized.
"""
from __future__ import annotations
import datetime as _dt
from fastapi import APIRouter, Depends, Request
from server.auth.dependencies import current_operator
from server.auth.models import Operator
from server.operator._common import (
ViewResponse,
all_recent_aggregates,
group_by_path,
require_pg_store,
)
router = APIRouter(prefix="/api/operator", tags=["operator-failure-patterns"])
def _is_failure_metric(metric: str) -> bool:
return metric.startswith("failure_mode:") or metric.startswith("branch:")
@router.get("/failure-patterns", response_model=ViewResponse)
async def failure_patterns_view(
request: Request,
op: Operator = Depends(current_operator),
) -> ViewResponse:
pg_store = await require_pg_store(request)
since = _dt.date.today() - _dt.timedelta(days=30)
rows = await all_recent_aggregates(pg_store, since)
failure_rows = [r for r in rows if _is_failure_metric(r.get("metric", ""))]
views, last_updated = group_by_path(failure_rows)
return ViewResponse(views=views, last_updated=last_updated)
__all__ = ["router"]