## 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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🚩 /api/v2/catalog still async def while now calling sync stat()
`/api/v2/catalog` was left as `async def` when the rest of Tier 1 was
converted, on the assumption it was lightweight. The new
`_materialized_size_hint` populator added in this PR calls
`Path.stat()` / `Path.exists()` for every visible row to bucket the
parquet size — on a local FS that's microseconds, but on a
network-mounted DATA_DIR (NFS / CIFS / GCS-FUSE) those syscalls
can block the event loop. Convert to plain `def` so FastAPI
auto-offloads to the thread pool, mirroring /api/query etc.
🔴 stream_download translates HTTPStatusError as generic transport error
`response.raise_for_status()` inside the retry loop raises
`httpx.HTTPStatusError` on 4xx/5xx. After retries exhaust, the new
`isinstance(last_exc, httpx.HTTPError)` check at line 219 was eating
the status code: HTTPStatusError is a subclass of HTTPError, so the
generic transport translation produced "Unexpected error: HTTPStatusError"
instead of the informative "Client error '401 Unauthorized' for url …"
that callers expect. Fix: short-circuit HTTPStatusError before the
HTTPError branch — it re-raises verbatim so the caller's status-code
handling + the rich server error body (e.g. 401 expired token, 403
cross_project_forbidden) reach the analyst.
api_get / api_post / api_delete / api_patch don't have the same bug:
httpx Client.get/etc. don't raise HTTPStatusError unless the caller
explicitly calls .raise_for_status(), and our wrappers don't.
Only stream_download does, hence the targeted fix there.
Three concrete changes addressing the "analyst Claude misuses the CLI"
class of bugs (image.png table — issues #3, #5, plus the recurrent
"how big is this table" guesswork):
1. config/claude_md_template.txt — the template agnes init writes to
<workspace>/CLAUDE.md. Surfaces every catalog-row field with a why,
adds a query_mode-based decision tree, explicit --estimate scoping
(snapshot create ONLY — was the #1 first-try error), an agnes fetch
→ agnes snapshot create rename note, and a 6-row failure-mode table
that maps each common error wording to its right next step.
2. app/api/v2_catalog.py — populate rough_size_hint for local +
materialized rows from the on-disk parquet size, bucketed
small/medium/large/very_large. Was hardcoded null with a TODO; AI
couldn't tell "is this 6.8 GB" without a failed --remote round-trip.
3. cli/update_check.py — the [update] banner survived the da→agnes
rename and printed "[update] da X is out of date" on every command,
training analysts to associate the binary with the old name.
Verified by rendering the template against representative contexts
(33/33 tests pass) and running every use case from the original
screenshot through the real CLI against a dev VM.
13 Devin findings across 10 files:
🔴 Critical:
- app/api/v2_catalog.py:42 — `_fetch_hint` returns `da fetch` in /api/v2/catalog
responses (user-visible in every catalog list)
- cli/skills/agnes-data-querying.md — 11 stale `da fetch`/`da sync` refs in the
bundled skill markdown
- config/claude_md_template.txt:38 — referenced `agnes pull --docs-only` flag
that does NOT exist in agnes pull (removed; spec only ships --quiet/--json/
--dry-run)
🟡 Important:
- app/api/admin.py:252 — `da fetch` in bq_max_scan_bytes hint
- cli/commands/auth.py:119 — `da sync` in import-token docstring (--help text)
- cli/commands/tokens.py:48 — "Export it so `da` can use it" prose
- ARCHITECTURE.md — 4 stale rows in CLI commands table
- README.md — stale paragraphs for analysts (da sync, da analyst setup)
🚩 Substantive observations addressed:
- app/api/query.py:249,302,489 — server-side error/help strings still said
`da sync`/`da fetch` (returned in API responses to clients)
- cli/commands/snapshot.py:235-241 — DuckDB existence guard incorrectly
blocked `--estimate` (server-side dry-run that never opens local DB).
Added test ensuring estimate path skips the guard.
Skipped (intentionally historical):
- app/api/admin.py:2377,2429,2437 — historical comments describing past
manifest-vs-sync_state bug; past tense, accurate to keep as `da sync`.
* feat(rbac): drop dataset_permissions + access_requests + users.role + is_public; v19 migration
BREAKING. Sjednocení datové RBAC vrstvy do per-group resource_grants modelu.
Před PR byla legacy data RBAC vrstva (dataset_permissions + is_public bypass)
de-facto neaktivní — is_public neměl API/UI/CLI surface, default true znamenal
že can_access_table vždycky bypassl. Dnes každý non-admin přístup vyžaduje
explicitní resource_grants(group, "table", id) řádek.
Schema v18 → v19 (src/db.py:_v18_to_v19_finalize):
- DROP TABLE dataset_permissions, access_requests
- DROP COLUMN users.role (NULL artifact since v13)
- DROP COLUMN table_registry.is_public
- Drops přes table-rebuild idiom (rename → create new → INSERT … SELECT
→ drop old) kvůli DuckDB ALTER DROP COLUMN limitacím na tabulkách
s historic FK constraints. INSERT picks intersection sloupců, takže
test fixtures s minimal pre-v19 schemou migrate cleanly.
Runtime:
- src/rbac.py:can_access_table → deleguje na app.auth.access.can_access
- DatasetPermissionRepository, AccessRequestRepository smazány
- AGNES_ENABLE_TABLE_GRANTS env-gate v app/resource_types.py odstraněn
(TABLE je unconditionally enabled)
API drop:
- app/api/permissions.py, app/api/access_requests.py celé soubory
- /admin/permissions web route + admin_permissions.html
- "Request Access" modal v catalog.html + locked-row UI
- ~10 if user.get("role") != "admin" checků nahrazeno (admin shortcut
je uvnitř can_access_table)
- /api/settings: drop permissions field z GET; PUT /api/settings/dataset
gate přepnut na can_access(user_id, "table", dataset, conn)
Auth:
- app/auth/jwt.py:create_access_token: drop role parametr (claim zmizí
z nově vydávaných JWT; staré tokeny zůstávají valid, claim ignored)
- app/api/users.py: drop role z CreateUserRequest / UpdateUserRequest
(admin promotion = explicit add to Admin group via memberships API)
- src/repositories/users.py: drop role z create() / update()
CLI:
- da admin set-role smazán → hard-fail s replacement command
- da admin add-user --role flag pryč
- da auth import-token --role flag pryč
- da auth whoami: drop "Role:" výpis
- cli/config.py:save_token: role parametr now optional, no longer written
(back-compat se starými token.json soubory zachována — pole se ignoruje)
Tests:
- DELETE: test_permissions.py, test_permissions_api.py, test_access_requests_api.py
- REWRITE: test_access_control.py (resource_grants flow), test_rbac.py
(can_access_table over resource_grants), test_journey_rbac.py
(drop access-request flow), test_resource_types.py (drop env-gate
tests, drop is_public from helpers), test_v2_*.py (drop role-based
user dicts in favor of id-based + Admin group membership),
test_settings_api.py (no permissions field, can_access gate)
- TRIVIAL: ~30 souborů — drop role="admin" arg z UserRepository.create
a 3rd positional role z create_access_token
- NEW: test_v18_to_v19 migration test (test_db.py),
test_can_access_table_no_implicit_public (test_rbac.py),
test_admin_set_role_returns_hardfail (test_cli_admin.py)
- OpenAPI snapshot regenerated
Docs:
- CHANGELOG: BREAKING entry pod [Unreleased]
- CLAUDE.md: schema v18 → v19
- docs/architecture.md: schema table + RBAC sekce přepsána
- docs/auth-google-oauth.md: admin promotion přes da admin break-glass
- cli/skills/security.md: kompletně přepsáno na group-based model
- docs/TODO-rbac-data-enforcement.md: smazáno (TODO splněn)
Test results: 2363 passed, 19 failed. Zbývající failures jsou pre-existing
Windows-specific issues (fcntl, charset) nesouvisející s tímto PR —
ověřeno git stash pop.
Plan: ~/.claude/plans/floofy-coalescing-parnas.md
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore(release): cut 0.27.0
---------
Co-authored-by: Minas Arustamyan <arustamyan.minas@gmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: ZdenekSrotyr <zdenek.srotyr@keboola.com>
Replaces the BigQuery wrap-view pattern with a discovery + scoped-fetch toolkit driven by the analyst's Claude session. Adds /api/v2/{catalog,schema,sample,scan,scan/estimate}, da catalog/schema/describe/fetch/snapshot/disk-info CLI commands, sqlglot-backed WHERE validator, process-local quota tracker, agent rails skill (cli/skills/agnes-data-querying.md). BREAKING: BQ wrap views off by default — set data_source.bigquery.legacy_wrap_views=true for one cycle. Backward-compat field_validator on primary_key. Catalog cache now matches documented 300s TTL with RBAC fresh per request. Cuts release v0.14.0.
