agnes-the-ai-analyst/tests/test_metadata_models.py
ZdenekSrotyr aa5921da67
release: 0.47.0 — source-agnostic catalog metadata + cache discipline (#223)
## Summary

- Catalog enrichment for `query_mode='remote'` rows: `rows`, `size_bytes`, `partition_by`, `clustered_by` per table (BQ + Keboola providers).
- `/api/v2/schema/{id}` cache miss: 2 BQ jobs → 1 (-50%) via shared `fetch_bq_columns_full`.
- All four catalog/schema/sample/metadata caches flush on registry change; single-row re-warm scheduled.
- Automatic cache warmup at server startup (bounded concurrency, opt-out via `AGNES_SKIP_CACHE_WARMUP=1`).
- SSE-driven freshness toolbar on `/admin/tables` with progress bar, log, and per-row badge.
- New admin doc `docs/admin/query-modes.md` — single source of truth on `local` / `remote` / `materialized` choice.

Closes #155.
Closes #156.

## Test plan

- [x] 65+ targeted tests pass across 11 new test modules + 3 modified ones.
- [x] No DB migration; no wire-break; `MIN_COMPAT_CLI_VERSION` unchanged.
- [ ] Reviewer: register a remote BQ table via `/admin/tables`, observe the toolbar populates within ~2 s and the per-row badge transitions warming → fresh.
- [ ] Reviewer: trigger `Re-warm all`, verify SSE log scrolls and `cacheWarmupBar` progresses.
- [ ] Reviewer: edit a registered row's bucket, verify `agnes schema <id>` returns updated columns immediately (no 1-hour staleness).
- [ ] Reviewer: confirm `agnes admin register-table --query-mode remote` prints the new IAM-smoke-check hint.

## Notable design decisions

- BigQuery `INFORMATION_SCHEMA.TABLE_STORAGE` is the only valid scope for size+rows (verified live 2026-05-07; dataset-scoped doesn't exist). Region resolved from `instance.yaml.data_source.bigquery.location` → `bq.client().get_dataset(...)` → fall back to legacy `__TABLES__`.
- VIEW handling: TABLE_STORAGE returns no rows for views, fall through to `__TABLES__` (also empty) → `TableMetadata(rows=None, size_bytes=None, partition_by=..., clustered_by=...)`. Null size signals analyst Claude to apply existing CLAUDE.md guidance.
- `size_bytes` is `active_logical_bytes + long_term_logical_bytes` — full BQ scan reads both; reporting only active undercounts aged partitioned tables.
- Source-agnostic provider seam: per-source `connectors/<source>/metadata.py:fetch(MetadataRequest)`; dispatcher in `app/api/v2_catalog.py:_metadata_provider_for` lazily imports per source_type so a Keboola-only deployment doesn't pay the BQ-extension import cost.
- Warmup non-blocking: FastAPI `lifespan` schedules `asyncio.create_task(_warm_catalog_caches_bg)` before `yield`. Per-row failures isolated.

## Out of scope

- Profile / column histograms / dimension cardinality for remote tables (separate issue).
- Onboarding nudge ("you have 0 remote tables, consider registering some BQ ones") — separate UX call.
- Provider plug-in registration via entry-points (the dispatch table is a hardcoded if-tree today; one line per future source).

## Release

Bumps `pyproject.toml` 0.46.1 → 0.47.0 (main shipped 0.46.0 + 0.46.1 during this PR — see commit `d98976ec`). New CHANGELOG section under `## [0.47.0] — 2026-05-07`.

🤖 Generated with [Claude Code](https://claude.com/claude-code)
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2026-05-07 18:33:55 +02:00

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Python

"""Sanity tests for the shared metadata dataclasses."""
from app.api._metadata_models import MetadataRequest, TableMetadata
def test_metadata_request_constructs():
req = MetadataRequest(
table_id="orders", bucket="dwh_base", source_table="orders_2024",
)
assert req.table_id == "orders"
assert req.bucket == "dwh_base"
assert req.source_table == "orders_2024"
def test_metadata_request_is_frozen():
"""Frozen so cache keys derived from a request are stable."""
req = MetadataRequest(table_id="x", bucket="b", source_table="t")
import dataclasses
try:
req.bucket = "other"
except dataclasses.FrozenInstanceError:
return
raise AssertionError("MetadataRequest should be frozen")
def test_table_metadata_all_fields_optional():
tm = TableMetadata()
assert tm.rows is None
assert tm.size_bytes is None
assert tm.partition_by is None
assert tm.clustered_by is None
def test_table_metadata_partial_population():
tm = TableMetadata(rows=100, size_bytes=2048)
assert tm.rows == 100
assert tm.size_bytes == 2048
assert tm.partition_by is None
assert tm.clustered_by is None