## Summary
Brings the Keboola connector to feature parity with the legacy internal data-analyst's per-table sync strategies. Closes the four documented gaps from the spec branch (`zs/keboola-connector-specs`):
- **Typed parquet** in the legacy SDK extraction path — column types from Keboola Storage metadata (provider cascade `user > ai-metadata-enrichment > keboola.snowflake-transformation`) survive the CSV → parquet roundtrip; invalid date strings (`'0000-00-00'`) and invalid numeric strings (`'Non-Manager'`) become NULL while keeping the column's typed schema. Pre-fix everything was VARCHAR.
- **Incremental sync** via Storage API `changedSince` — opt-in per table; pulls only delta rows, merges into the existing parquet by `primary_key` (drop_duplicates with keep='last'). Cuts daily extraction from O(full table) to O(delta).
- **Partitioned sync** — flat per-partition layout `data/<table>/<key>.parquet` (e.g. `2026_05.parquet`), per-affected-partition merge for daily updates, chunked initial load with 1-day overlap and 2-empty-chunk stop heuristic.
- **`where_filters`** — server-side row filter with date placeholders (`{{today}}`, `{{last_3_months}}`, `{{start_of_3_months_ago}}`, etc.) resolved at sync time. Force the SDK path; reject `incremental + where_filters` combination at API layer (changedSince already filters temporally).
## Architecture
- **Schema migration v25 → v26**: 7 new columns on `table_registry`. Existing `sync_strategy` column reused (pre-v26 it was inert catalog metadata; post-v26 the extractor dispatches off it).
- **Per-table dispatcher** in `extractor.run()` routes to one of `_extract_via_extension` (full_refresh + extension), `_extract_via_legacy` (full_refresh + filters or extension fallback), `extract_incremental`, or `extract_partitioned`.
- **API conflict policy**: `incremental + where_filters` → 422; `partitioned + query_mode='remote'` → 422; `partitioned ⇒ partition_by required`.
- **Admin UI**: third "Direct extract (Storage API)" radio in the Keboola Register / Edit modals, alongside existing "Whole table (extension)" and "Custom SQL". When selected, exposes a v26 sync-strategy panel with conditional fields per strategy.
## Test plan
- [x] **Unit + module** — 134 v26 tests covering migration, repo, parquet_io, where_filters, incremental (compute_changed_since + merge_parquet + extract_incremental E2E), partitioned (key derivation + merge_partition + chunked windows + extract_partitioned E2E), extractor dispatcher, admin API validators, PUT field clearing, registry-shape → dispatcher bridge
- [x] **HTML form structure** — all v26 inputs + visibility classes + JS payload fields verified in rendered template
- [x] **Real Keboola roundtrip** — registered a small test table as `sync_strategy='incremental'` against a test Storage project, triggered two syncs:
- Sync 1: `changedSince=None` → full pull → 9 rows typed parquet
- Sync 2: `changedSince=last_sync - 1d window` → 9 delta rows merged with 9 existing → 9 after dedup on primary_key (PK merge confirmed)
- [x] **Browser UX** — agent-browser session against a local uvicorn: login → admin/tables → register modal → switch radios → verify field visibility per strategy → submit → edit existing row → switch to Direct/Incremental → save → confirm DB persistence
- [x] **Regression** — no regressions in the broader 3252-test suite (3 pre-v26 tests updated for the deprecation-marker removal + schema-version bump; 2 pre-existing environment-sensitive test failures unrelated to this change)
## Bugs caught + fixed during E2E
The browser + real-Keboola roundtrip exposed four bugs the unit tests missed:
1. **JS visibility race** — two competing `forEach` loops set `display=''` then `display='none'` on form elements sharing `kb-strategy-incremental kb-strategy-partitioned` classes (window_days + max_history_days are reused across strategies). Fix: single-pass selector with class-based visibility resolver.
2. **PUT cannot clear field** — pre-v26 `updates = {k: v ... if v is not None}` collapsed "omitted from body" and "sent as null" into the same case, so admin couldn't switch a partitioned row back to full_refresh and have stale `partition_by` clear. Fix: `model_dump(exclude_unset=True)`.
3. **Subprocess DB lock conflict** — `_read_last_sync` reopened `system.duckdb` while the parent server held the write lock (subprocess contract at `app/api/sync.py:_run_sync` line 260). Fix: parent injects `__last_sync__` into table_config before subprocess spawn.
4. **Wrong KBC table_id** — `extract_incremental` / `extract_partitioned` built the Storage API table_id from the registry row's slugified `id` (`circle_inc`) instead of `bucket.source_table` (`in.c-finance.circle`), producing 404s. Fix: prefer `bucket+source_table`; fall back to `id` only when bucket empty.
## Operator notes
- Existing tables stay on `full_refresh` after migration; admins opt individual tables in via `agnes admin register-table --sync-strategy ...`, the Keboola Edit modal, or `POST/PUT /api/admin/registry`.
- `merge_parquet` and `merge_partition` use `pd.concat + drop_duplicates`, loading both existing and delta into pandas RAM. For tables in the multi-million-row range this may OOM — switch to `partitioned` strategy for those (per-partition merge keeps memory bounded). Documented in `### Internal` of the changelog entry.
- Date placeholders are resolved at **sync time**, not register time — a typo'd `{{lasst_week}}` is accepted at register and surfaces only when the next sync runs. By design (rolling windows need late-binding).
## Spec source
The four corresponding plans on the `zs/keboola-connector-specs` branch under `docs/superpowers/plans/2026-05-07-0[1-4]-*.md` capture the design rationale and link back to internal repo references for each subsystem.
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374 lines
15 KiB
Python
374 lines
15 KiB
Python
"""Health check endpoint — structured diagnostics for AI agents.
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## Severity vocabulary
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Per-check `status` values, in order of escalation:
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- `ok` — nothing to surface.
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- `info` — non-trivial observation worth showing the operator, but the
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situation isn't broken. **Does not** promote the overall
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status to `degraded` (issue #178).
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- `unknown`— check couldn't run (missing dependency, FS error). Surfaced
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but doesn't promote overall.
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- `warning`— real issue, operator should look. Promotes overall to
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`degraded`.
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- `error` — critical. Promotes overall to `unhealthy`.
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Add an `info`-tier check by returning `{"status": "info", ...}` from the
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check function. The aggregator at the bottom of `health_check_detailed`
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treats `info` as non-promoting.
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"""
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import os
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from datetime import datetime, timezone
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from pathlib import Path
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from fastapi import APIRouter, Depends, Query
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import duckdb
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from app.auth.dependencies import _get_db, get_current_user
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from src.db import SCHEMA_VERSION, get_system_db
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from src.repositories.sync_state import SyncStateRepository
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router = APIRouter(tags=["health"])
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# Captured at module import (i.e., app process start) — proxy for "deployed at".
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# When the cron auto-upgrade pulls a new digest and recreates the container,
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# this resets. Accurate enough for a UI "last updated" badge.
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_DEPLOYED_AT = datetime.now(timezone.utc).isoformat()
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def _check_bq_billing_project() -> dict | None:
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"""Surface the USER_PROJECT_DENIED footgun when a BQ instance has
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`billing_project` falling back to (or explicitly equal to) `project`.
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Background: connectors/bigquery/access.py:339-342 lets `billing` default
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to `data` when `billing_project` is unset. A service account with
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`roles/bigquery.dataViewer` on the data project but no
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`serviceusage.services.use` on it then 403s on every BQ call with
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USER_PROJECT_DENIED. The config is technically valid, so we warn rather
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than error — the operator's billable project must be set distinctly.
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Returns:
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None when the check doesn't apply (non-BQ instance, or BQ deps missing).
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A service-entry dict otherwise: {"status": "ok"} or
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{"status": "warning", "detail": ..., "hint": ..., "billing_project": ...,
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"data_project": ...}.
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"""
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try:
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from app.instance_config import get_data_source_type
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except Exception:
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return None
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if (get_data_source_type() or "").lower() != "bigquery":
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return None
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try:
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from connectors.bigquery.access import get_bq_access
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bq = get_bq_access()
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billing = bq.projects.billing
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data = bq.projects.data
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except Exception as e:
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# Resolution failure (missing google-cloud-bigquery, auth error,
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# malformed config) is itself a problem worth surfacing. Returning
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# status='ok' would mask the failure from automated alerting that
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# keys on `status != 'ok'`. Use 'unknown' so the entry shows as
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# non-green in operator dashboards but doesn't promote the overall
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# check to 'degraded' (which 'warning' does). Devin finding
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# 2026-05-01: ANALYSIS_pr-review-job-642ff90f_0007.
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return {
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"status": "unknown",
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"detail": f"could not resolve BQ projects: {e}",
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}
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if not data:
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# not_configured sentinel — surfaced elsewhere; nothing to warn about here.
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return {"status": "ok", "detail": "BigQuery project not configured"}
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if billing == data:
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# Issue #178: this is informational, not a fault. Many valid
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# single-project dev instances run with billing == data and the SA
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# has `serviceusage.services.use`. Keep the message visible but
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# don't promote the overall status to `degraded` for it.
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return {
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"status": "info",
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"detail": "BigQuery billing project equals data project",
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"hint": (
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"If the SA hits USER_PROJECT_DENIED 403, set "
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"data_source.bigquery.billing_project in instance.yaml to a "
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"project the SA can bill against (typically your dev/billable "
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"project, distinct from a shared read-only data project). "
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"Configurable via /admin/server-config UI."
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),
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"billing_project": billing,
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"data_project": data,
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}
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return {
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"status": "ok",
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"billing_project": billing,
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"data_project": data,
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}
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def _check_session_pipeline(conn: duckdb.DuckDBPyConnection) -> dict:
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"""Detect a stuck session pipeline: jsonls land but never get processed.
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Heuristic (#176):
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max(mtime of /data/user_sessions/**/*.jsonl) <=
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max(processed_at in session_extraction_state) + grace_seconds
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grace_seconds = 2 × the verification-detector cadence (default 15m → 30m).
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Operators with a custom SCHEDULER_VERIFICATION_DETECTOR_INTERVAL can
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extend the grace by setting that env var.
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Returns ``warning`` (never ``error``) — the LLM may be down for
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maintenance, not a hard failure. Returns ``ok`` when no session
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files exist (cold-start case).
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"""
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# Resolve user_sessions dir from the same DATA_DIR conftest sets up.
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data_dir = Path(os.environ.get("DATA_DIR", "/data"))
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user_sessions = data_dir / "user_sessions"
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try:
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session_files = list(user_sessions.glob("**/*.jsonl"))
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except OSError:
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# Permission / FS error — surface as 'unknown' rather than ok/warning.
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return {"status": "unknown", "detail": "could not scan user_sessions"}
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if not session_files:
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return {"status": "ok", "detail": "no session files yet"}
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try:
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latest_session_mtime = max(f.stat().st_mtime for f in session_files)
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except OSError:
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return {"status": "unknown", "detail": "could not stat session files"}
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# Look up the most recent processed_at.
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try:
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row = conn.execute(
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"SELECT MAX(processed_at) FROM session_extraction_state"
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).fetchone()
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except Exception as e:
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return {"status": "unknown", "detail": f"could not query session_extraction_state: {e}"}
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last_processed = row[0] if row else None
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grace_seconds = _verification_detector_grace_seconds()
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if last_processed is None:
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# Files exist but state table is empty — pipeline never ran here.
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if (datetime.now(timezone.utc).timestamp() - latest_session_mtime) > grace_seconds:
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return {
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"status": "warning",
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"detail": (
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"session_extraction_state is empty but jsonl files exist. "
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"Check the verification-detector scheduler job."
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),
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"session_files": len(session_files),
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}
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return {"status": "ok", "session_files": len(session_files)}
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# Both available — compare. session_extraction_state.processed_at is
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# stored as DuckDB TIMESTAMP (naive). DuckDB converts tz-aware writes
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# to local time before storing, so the only safe interpretation is
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# local-naive on read. Compute the lag against `datetime.now()` (also
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# local-naive) and only convert to epoch via the OS's local timezone
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# mapping at the comparison boundary.
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now_local_naive = datetime.now()
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if hasattr(last_processed, "tzinfo") and last_processed.tzinfo is not None:
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last_processed = last_processed.replace(tzinfo=None)
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proc_age_seconds = (now_local_naive - last_processed).total_seconds()
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file_age_seconds = time_now() - latest_session_mtime
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# File is newer than the last processed_at by more than grace_seconds.
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if proc_age_seconds - file_age_seconds > grace_seconds:
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lag_seconds = int(proc_age_seconds - file_age_seconds)
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return {
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"status": "warning",
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"detail": (
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f"session jsonls newer than session_extraction_state by ~{lag_seconds}s "
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f"(grace={grace_seconds}s). Check the verification-detector scheduler "
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f"job — uploads are not being processed."
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),
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"lag_seconds": lag_seconds,
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"session_files": len(session_files),
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}
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return {"status": "ok", "session_files": len(session_files)}
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def time_now() -> float:
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"""Wall-clock seconds since epoch — separated out for test seam parity."""
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import time as _t
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return _t.time()
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def _verification_detector_grace_seconds() -> int:
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"""Compute the staleness grace window for the session pipeline check."""
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cadence_seconds_default = 15 * 60
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raw = os.environ.get("SCHEDULER_VERIFICATION_DETECTOR_INTERVAL")
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if raw:
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try:
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cadence_seconds = int(raw)
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if cadence_seconds > 0:
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return 2 * cadence_seconds
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except ValueError:
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pass
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return 2 * cadence_seconds_default
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def _check_db_schema() -> dict:
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"""Check DB schema version against expected SCHEMA_VERSION.
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Returns a dict with 'db_schema' key and optional 'detail' key.
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"""
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try:
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conn = get_system_db()
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row = conn.execute(
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"SELECT version FROM schema_version ORDER BY applied_at DESC LIMIT 1"
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).fetchone()
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if row is None:
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return {"db_schema": "mismatch", "detail": "no schema_version row found"}
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current_version = row[0]
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if current_version == SCHEMA_VERSION:
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return {"db_schema": "ok", "current": current_version, "expected": SCHEMA_VERSION}
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else:
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return {"db_schema": "mismatch", "current": current_version, "expected": SCHEMA_VERSION}
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except Exception as e:
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return {"db_schema": "unreachable", "detail": str(e)}
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@router.get("/api/health")
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async def health_check():
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"""Minimal health check for load balancers / compose healthcheck. No auth required."""
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schema_check = _check_db_schema()
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status = "ok"
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if schema_check["db_schema"] != "ok":
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status = "unhealthy"
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return {"status": status, **schema_check}
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@router.get("/api/health/detailed")
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async def health_check_detailed(
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conn: duckdb.DuckDBPyConnection = Depends(_get_db),
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_user: dict = Depends(get_current_user),
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include: str = Query(
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"",
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description=(
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"Comma-separated list of optional checks to include. "
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"Recognised values: `schema` (DB schema version against the "
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"expected migration). The default response omits these because "
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"they're rarely actionable on a healthy instance and add noise "
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"to `agnes diagnose` output (issue #204). Pass `?include=schema` "
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"to get the legacy behavior."
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),
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),
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):
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"""Structured health check with deployment metadata. Requires authentication."""
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checks = {}
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include_set = {p.strip() for p in include.split(",") if p.strip()}
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# DuckDB state
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try:
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conn.execute("SELECT 1").fetchone()
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checks["duckdb_state"] = {"status": "ok"}
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except Exception as e:
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checks["duckdb_state"] = {"status": "error", "detail": str(e)}
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# DB schema version check — opt-in (issue #204). Operators who run a
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# fresh release pinned to the same image as the running schema rarely
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# care about this number; analysts hitting the endpoint via
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# `agnes diagnose` see it as noise. Surface it on demand via
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# `?include=schema` (the dashboard / admin UI passes this; default
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# CLI does not).
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if "schema" in include_set:
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checks["db_schema"] = _check_db_schema()
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# Sync state summary
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try:
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repo = SyncStateRepository(conn)
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all_states = repo.get_all_states()
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total_tables = len(all_states)
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total_rows = sum(s.get("rows", 0) or 0 for s in all_states)
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stale = []
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now = datetime.now(timezone.utc)
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for s in all_states:
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last = s.get("last_sync")
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if last:
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try:
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# Handle both tz-aware and tz-naive datetimes from DuckDB
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if hasattr(last, 'tzinfo') and last.tzinfo is None:
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from datetime import timezone as tz
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last = last.replace(tzinfo=tz.utc)
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if (now - last).total_seconds() > 86400:
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stale.append(s["table_id"])
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except (TypeError, AttributeError):
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pass # skip if timestamp comparison fails
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checks["data"] = {
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"status": "ok" if not stale else "warning",
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"tables": total_tables,
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"total_rows": total_rows,
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"stale_tables": stale,
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}
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except Exception as e:
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checks["data"] = {"status": "error", "detail": str(e)}
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# User count
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try:
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user_count = conn.execute("SELECT COUNT(*) FROM users").fetchone()[0]
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checks["users"] = {"status": "ok", "count": user_count}
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except Exception as e:
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checks["users"] = {"status": "error", "detail": str(e)}
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# BigQuery billing-project sanity check (USER_PROJECT_DENIED footgun).
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bq_cfg = _check_bq_billing_project()
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if bq_cfg is not None:
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checks["bq_config"] = bq_cfg
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# Session pipeline (#176): warn when uploaded jsonls aren't getting
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# processed by the verification-detector cadence.
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try:
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checks["session_pipeline"] = _check_session_pipeline(conn)
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except Exception as e:
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checks["session_pipeline"] = {"status": "unknown", "detail": str(e)}
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# Aggregate to overall status. `info` and `unknown` surface in the
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# response but never escalate the headline (issue #178). `warning`
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# promotes to `degraded`; `error` (or a schema mismatch when the
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# caller asked for it) promotes to `unhealthy`.
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overall = "healthy"
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for check in checks.values():
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if check.get("status") == "error":
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overall = "unhealthy"
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break
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if check.get("status") == "warning":
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overall = "degraded"
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# Schema mismatch only escalates when the caller asked for the check
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# — otherwise the absent key is treated as "not asserted".
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if "db_schema" in checks and checks["db_schema"].get("db_schema") != "ok":
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overall = "unhealthy"
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return {
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"status": overall,
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"version": os.environ.get("AGNES_VERSION", "dev"),
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"channel": os.environ.get("RELEASE_CHANNEL", "dev"),
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"image_tag": os.environ.get("AGNES_TAG", "unknown"),
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"commit_sha": os.environ.get("AGNES_COMMIT_SHA", "unknown"),
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"schema_version": SCHEMA_VERSION,
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"deployed_at": _DEPLOYED_AT,
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"timestamp": datetime.now(timezone.utc).isoformat(),
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"services": checks,
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}
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@router.get("/api/version")
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async def version_info():
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"""Lightweight version info — cacheable, no DB touch. Used by UI footer badge."""
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return {
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"version": os.environ.get("AGNES_VERSION", "dev"),
|
||
"channel": os.environ.get("RELEASE_CHANNEL", "dev"),
|
||
"image_tag": os.environ.get("AGNES_TAG", "unknown"),
|
||
"commit_sha": os.environ.get("AGNES_COMMIT_SHA", "unknown"),
|
||
"schema_version": SCHEMA_VERSION,
|
||
"deployed_at": _DEPLOYED_AT,
|
||
}
|