## 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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## Summary
Two bugs in `agnes describe` surfaced from a real analyst session following the CLAUDE.md agent-rails discovery workflow. Together they break `agnes describe` end-to-end for any analyst (or analyst-AI) who follows the documented form.
### A) CLI parsing
`agnes describe TABLE -n 5` failed with `Missing argument 'TABLE_ID'`. Root cause: the command was registered as a `Typer.Typer` subcommand group via `app.add_typer(describe_app, name="describe")` + `@describe_app.callback(invoke_without_command=True)`, and that pattern mis-parses positional + short-int option in some orderings. Same pattern in `cli/commands/schema.py` works only because schema has no INTEGER short option. Fix: switch to flat `@app.command("describe")`.
### B) Server NaN
`/api/v2/sample/<id>` (called by `agnes describe`) returned HTTP 500 with `ValueError: Out of range float values are not JSON compliant: nan` whenever a row contained NaN. Fix: sanitize NaN/±inf to None before JSON serialization.
## Test plan
- [x] `pytest tests/test_cli_describe*.py` — added regression tests pinning `-n` parsing on either side of the positional.
- [x] `pytest tests/test_api_v2_sample*.py` — added regression test for NaN row → JSON `null` (not 500).
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## Summary
`agnes query "DESCRIBE unit_economics"` (where `unit_economics` is `query_mode='remote'`) previously returned DuckDB's nearest-name suggestion (`Did you mean "order_economics"`?), sending users down the wrong path. Now appends a friendly hint about remote tables.
Reproduced from a real analyst session — colleague spent ~30s diagnosing what was actually "this is a remote table, not materialized locally".
## Test plan
- [x] New test: `_query_local("DESCRIBE unit_economics", ...)` against an empty local DuckDB triggers the new hint, original DuckDB error still echoed.
- [x] Negative test: a syntax-error query does NOT trigger the hint (regex only matches "Table with name X does not exist").
- [x] `pytest tests/test_cli_query*.py` clean.
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* fix: cutover regressions + parallel Keboola legacy fallback
Bundled fixes from a fresh-deploy run on a Keboola Storage backend with
the block-shared-snowflake-access feature flag — DuckDB Keboola
extension's per-table scan can't access bucket schemas, so the legacy
kbcstorage Storage-API client is the only working path.
CUTOVER REGRESSIONS
- agnes pull hash mismatch on every Keboola local-mode table —
src/orchestrator.py:_update_sync_state stored md5(mtime+size)[:12]
while the CLI compares against full 32-char content MD5. Now stores
the same content MD5 the materialized SQL path already used.
- Trailing-slash sanitization in connectors/keboola/access.py and
extractor.py — DuckDB Keboola extension's ATTACH fails when the URL
ends in / (canonical form).
- src/profiler.py:TableInfo.description becomes optional — two call
sites instantiated without it, crashing the profiler pass.
- scripts/ops/agnes-auto-upgrade.sh: chown on UID change — older images
ran as root, current runs as agnes (uid 999). Reads target uid:gid
from /etc/passwd inside the new image and chowns ${STATE_DIR},
/data/extracts, /data/analytics when the digest moves.
- POST /api/sync/trigger is now singleton per process — two
near-simultaneous trigger calls each forked an extractor subprocess,
fought for extract.duckdb's file lock, starved uvicorn, flipped the
container to unhealthy. Trigger now returns 409
(sync_already_in_progress) when held; _run_sync acquires non-blocking.
PARALLEL LEGACY FALLBACK
- Process pool fan-out for the _extract_via_legacy queue (default 8
workers, override via AGNES_KEBOOLA_PARALLELISM). Process pool, not
thread pool, because connectors/keboola/client.py:export_table does
os.chdir(temp_dir) — process-global, so threads raced and slice files
landed in the wrong directory ("[Errno 2] No such file or directory:
'<job_id>.csv_X_Y_Z.csv'").
- Extractor subprocess timeout 1800s -> 3600s (configurable via
AGNES_EXTRACTOR_TIMEOUT_SEC). 28+ tables × multi-minute Keboola export
jobs need the headroom on telemetry-class projects.
- Process group cleanup on timeout — Popen(start_new_session=True) puts
the extractor in its own group. On timeout the parent SIGTERMs the
group (10s grace) then SIGKILLs stragglers. Without this, the pool
workers were reparented to PID 1 and continued holding open Keboola
Storage export jobs. Inline extractor script also installs a SIGTERM
-> sys.exit(143) handler so the with ProcessPoolExecutor(...) block
__exit__ runs cleanly.
Tests: existing tests that patched subprocess.run updated to patch
subprocess.Popen with a _FakePopen stand-in (same exit-code-injection
contract). Two tests that exercised the parallel path forced
AGNES_KEBOOLA_PARALLELISM=1 to keep mocks alive (mocks don't ride into
ProcessPoolExecutor subprocesses).
Squashed onto current main (was 7 commits + multi-commit CHANGELOG +
agnes-auto-upgrade.sh conflicts; squash avoids per-commit conflict
resolution against main's flat-mount STATE_DIR refactor and 0.38.0
release cut).
* feat(keboola): Storage API direct extract path; drop extension data path
The DuckDB Keboola extension's COPY routes through Keboola QueryService,
which is unreliable on linked-bucket projects (extension v0.1.6 fixes
that case but isn't yet in the community CDN, and pre-fix any project
with the block-shared-snowflake-access feature flag couldn't see bucket
schemas at all). Move the extract path off the extension entirely and
talk to the Storage API directly via signed-URL download — works on any
project, regardless of extension state.
connectors/keboola/storage_api.py (NEW)
Lightweight client built on requests.Session. Three endpoints:
- POST /v2/storage/tables/{id}/export-async (kicks off job)
- GET /v2/storage/jobs/{id} (poll until done)
- GET /v2/storage/files/{id}?federationToken=1 (signed URL detail)
- GET <signed_url> (download bytes)
Supports sliced exports (manifest + per-slice signed URLs) and gzipped
payloads. ExportFilter dataclass mirrors the Keboola filter spec
(whereFilters / columns / changedSince / limit) and handles JSON
round-trip with the registry's source_query column. Token redaction
in error messages. Bounded exponential backoff on job polling.
No cloud-SDK dependency on the data path; thread-safe.
connectors/keboola/extractor.py
- materialize_query() rewritten: takes bucket/source_table/source_query
(JSON filter spec), exports via KeboolaStorageClient, converts CSV
to parquet via DuckDB, atomic os.replace. Same return shape so
sync.py downstream code stays uniform with the BQ branch.
- _extract_via_legacy() also moved to Storage API direct (kept the
name for caller compatibility with _legacy_worker / the parallel
batch extractor). Per-call temp directories — no os.chdir, threads
don't race.
app/api/sync.py
_run_materialized_pass for source_type='keboola' rows now constructs a
KeboolaStorageClient (replaces KeboolaAccess) and passes
bucket/source_table/source_query to materialize_query. Reuses one
client across rows for HTTP keep-alive. Sources keboola URL from env
too (KEBOOLA_STACK_URL) when instance.yaml doesn't have stack_url
configured.
cli/commands/admin.py
discover-and-register defaults Keboola rows to query_mode='materialized'
(NULL source_query = full table), matching the v26 migration's
unification of the local/materialized split for Keboola. BigQuery and
Jira keep their per-source defaults.
src/db.py
Schema bump 25 → 26. Migration: UPDATE table_registry SET
query_mode='materialized' WHERE source_type='keboola' AND
query_mode='local'. NULL source_query on those rows means "full table
export" — same effective behavior the local mode provided, but now
via Storage API instead of the extension.
pyproject.toml
kbcstorage dep stays (admin-side bucket/table list still uses the
SDK in app/api/admin.py / connectors/keboola/client.py); only the
data path is migrated off the SDK. Comment updated to reflect the
new boundary.
tests
- test_keboola_storage_api.py (NEW, 19 tests): ExportFilter parsing,
HTTP client (token redaction, retry logic, polling), download_file
(single, gzipped, sliced), end-to-end export_table_to_csv.
- test_keboola_materialize.py rewritten: mocks KeboolaStorageClient
instead of FakeAccess; same atomic-write + zero-rows + unsafe-id
contracts.
- test_sync_trigger_keboola_materialized.py: registry rows now carry
bucket+source_table+JSON-shape source_query.
114+ Keboola-impacted tests green locally.
* test: schema version assertion bumped to 26 alongside the keboola query_mode migration
* fix(keboola): cutover hot-patches surfaced on agnes-dev
Five small fixes that were applied as in-container hot-patches during
agnes-dev cutover and need to be on the source-of-truth image so a fresh
upgrade does not undo them.
- app/api/sync.py: auto-discover gate considers the WHOLE registry (any
source, any mode), not just rows where source matches and query_mode
is local. After the v25→v26 keboola materialized migration an
instance can have 30 materialized rows and zero local rows; the
previous gate kept re-firing _discover_and_register_tables every
scheduler tick, creating duplicate auto-discovered rows with the
wrong bucket prefix every time.
- app/api/admin.py: _discover_and_register_tables reassembles the
bucket as <stage>.<bucket-id> (e.g. in.c-finance) instead of
dropping the stage prefix; default query_mode for keboola is now
materialized (the v26 contract); validator allows NULL source_query
for keboola materialized rows (full-table export via Storage API
export-async, no SQL needed).
- cli/commands/admin.py: register-table mirrors the server validator
(NULL source_query allowed for source_type=keboola); --bucket help
text generalized to cover both BQ dataset and Keboola bucket id.
- connectors/keboola/extractor.py: max_line_size=64 MiB on
read_csv_auto so embedded JSON / SQL cells (kbc_component_configuration
in particular) do not trip the default 2 MiB ceiling.
- connectors/keboola/storage_api.py: GCP backend support — when the
Storage API returns a manifest whose slice URLs are gs://
references with a gcsCredentials block, rewrite to the JSON REST
download endpoint and authenticate with the issued OAuth bearer
token; redact tokens in any surfaced error string.
* test: align with new keboola materialized + auto-discover-gate contracts
- test_admin_keboola_materialized: rename
test_register_keboola_materialized_rejects_missing_source_query →
test_register_keboola_materialized_accepts_missing_source_query.
v25→v26 introduced 'keboola materialized with NULL source_query
means full-table export via Storage API export-async' as the
default registration shape; the rejection case is no longer the
contract.
- test_sync_filter: add list_all() to _StubRegistry. The auto-discover
gate in _run_sync now keys off the WHOLE registry (not just local
rows) so materialized-only Keboola instances do not re-trigger
discovery on every tick.
* feat(keboola): native parquet export — skip CSV roundtrip
Storage API export-async accepts fileType={csv,parquet}. Switching the
materialized sync to parquet eliminates the CSV → DuckDB COPY → parquet
roundtrip that pinned a single uvicorn worker over 4 GiB on multi-GB
tables (read_csv with all_varchar + max_line_size=64MB has to
materialize the whole CSV in memory before COPY can stream out a
parquet). Snowflake UNLOAD on Keboola's side already produces typed,
self-contained parquet files; the extractor downloads them and renames
into place.
Two cases:
- **Single-file** export (small table): file_info.url points at one
signed URL; download_file streams chunks straight to .parquet.tmp
and we're done. No DuckDB.
- **Sliced** export (Snowflake UNLOAD respects MAX_FILE_SIZE — 16 MiB
default — so anything larger arrives as N parquet slices): each
slice is a complete parquet file with its own footer; naive concat
would corrupt them. download_file_slices keeps the slices as
separate files in a tempdir, then DuckDB COPY (SELECT * FROM
read_parquet([slice0, slice1, ...])) merges them into one
consolidated parquet. DuckDB streams row groups during this — peak
memory bounded to one row group (~1 MiB) regardless of source size.
The legacy CSV path stays as the explicit opt-in via source_query=
'{"file_type":"csv"}' for projects whose backend can't UNLOAD
parquet (none known today; cheap escape hatch). Backward-compat alias
KeboolaStorageClient.export_table_to_csv kept.
Also fixes a latent bug in download_file's gzip detection: previous
heuristic flagged any unencrypted file as gzipped, which would have
corrupted parquet downloads at gunzip time. Name-suffix-only now.
* fix: tempdir leak cleanup, every 0m schedule, /sync/trigger body shapes
Three small self-contained fixes uncovered during agnes-dev cutover.
- connectors/keboola/extractor.py: tempfile.TemporaryDirectory now uses
ignore_cleanup_errors=True so a worker death mid-write doesn't leave
multi-GiB stale slice trees on the boot disk. (12 GiB seen after a
disk-full crash where TemporaryDirectory's own cleanup also raised
and got swallowed.)
- src/scheduler.py: is_valid_schedule accepts 'every 0m' (interval=0
= always due). Force-resync of an errored row no longer requires
waiting out the default 'every 1h' interval — admin can flip the
schedule, trigger, then flip back.
- app/api/sync.py: POST /api/sync/trigger accepts both ['table_id']
(legacy bare-array body) and {'tables': ['table_id']} (matches the
response payload shape, more discoverable for clients building
requests by hand). Malformed bodies return 422 with a structured
detail; null/missing means 'sync everything' as before.
Tests cover: tempdir cleanup on raise (sliced parquet path),
is_valid_schedule + is_table_due 'every 0m' acceptance, and trigger
body parametrized matrix (8 valid shapes + 6 rejection cases).
* fix: targeted-trigger filter in materialized pass + auto-upgrade defer
Two operational gaps observed during agnes-dev cutover, in the same
sync-routing area.
- _run_materialized_pass now takes a 'tables' arg and skips rows not in
the target set with reason='not_in_target'. POST /api/sync/trigger
with a body of tables previously only scoped the legacy extractor
subprocess — the materialized pass kept iterating every due
materialized row, so an admin asking to re-sync kbc_job re-ran
every other due materialized row alongside it. Match on registry id
OR name (admins commonly pass either form). tables=None preserves
the no-filter behavior.
- New GET /api/sync/status (public, no auth) returns {locked: bool}
off _sync_lock.locked(). agnes-auto-upgrade.sh probes this before
docker compose up -d and exits 0 with a 'deferred recreate' log
line if a sync is in flight — the next 5-min cron tick retries.
Pre-fix, an auto-upgrade triggered mid-sync would recreate the
uvicorn worker and kill the in-flight extractor / Snowflake-UNLOAD
download (observed when kbc_job's first 7-day retry got SIGKILLed).
Connection failures in the probe fall through to the upgrade —
being stuck on a wedged image is worse than interrupting a
hypothetical sync.
* fix: auto-discover protects admin overrides + surfaces drift
Two real-world incidents on agnes-dev drove this:
1. kbc_job was registered manually with the correct
(in.c-kbc_telemetry, kbc_job) coordinates. A naive auto-discover
re-run would have inserted a SECOND kbc_job row at the slugified
id 'in_c-keboola-storage_kbc_job' (where Keboola's discovery
places it) — and that row's Storage API export-async 404s.
2. An earlier auto-discover bug stripped the stage prefix from
bucket ids ('c-finance' instead of 'in.c-finance'), inserting
137 rows whose syncs all failed.
Fix:
- _discover_and_register_tables now builds a plan first
(_build_keboola_discovery_plan) classifying each discovered table
into one of new / existing_match / existing_drift / invalid, then
executes only the 'new' bucket. Drift rows are reported with both
sides of the disagreement plus drift_kind:
- same_id_diff_coords: registry has the same id but different
bucket / source_table (admin migrated coords inline).
- name_collision: discovery's slugified id differs from any
registry id, but the discovered .name matches an existing row's
.name (case-insensitive). Catches the kbc_job case.
- Bucket detection now prefers the API's authoritative bucket_id
field (separate field on the Keboola tables.list response,
normalised by KeboolaClient.discover_all_tables). Falls back to
id-string parsing only when bucket_id is missing (older fallback
path inside discover_all_tables).
- Endpoint POST /api/admin/discover-and-register?dry_run=true
returns the plan without writing — would_register, drift,
invalid lists. Lets an operator audit before merging discovery
with a registry that has admin overrides.
Removed 'every 0m' from test_register_request_rejects_malformed_sync_schedule
— the runtime started accepting it in the previous commit (force-resync
override) and the validator follows suit.
* feat(keboola): AGNES_TEMP_DIR routes tempfiles off overlayfs /tmp
The container's /tmp lives on the boot disk's overlayfs (29 GiB on
agnes-dev, shared with /var). Snowflake UNLOAD of a wide table writes
slices into per-call /tmp tempdirs that fill multi-GiB / many-slice
exports long before the dedicated data disk fills. agnes-dev hit
100% boot-disk while the 20 GiB data disk had 15 GiB free.
connectors.keboola.storage_api.get_temp_root() reads AGNES_TEMP_DIR;
mkdirs the target on first use; unset / empty / unwritable falls
back to None (system tempdir, OSS-pre-fix behaviour). Both
materialize_query (parquet path) and _extract_via_legacy (CSV
fallback) and the sliced-CSV concat path in storage_api use the
helper now.
docker-compose.yml defaults AGNES_TEMP_DIR=/data/tmp on app, scheduler,
and extract services. The data volume is the dedicated disk in
production layouts and a plain docker volume in single-disk
dev/laptop setups — same blast radius as the previous /tmp default
on the latter, no regression.
Operator-and-analyst quality bundle: a security fix for the optional
Telegram bot, two CLI gaps closed, and three rounds of UX polish on
`agnes diagnose` and `agnes pull` so non-TTY consumers (CI runners,
Claude Code SessionStart hooks, sub-agent watchdogs) get readable,
actionable signal.
- Pairing-code RNG: random.choices -> secrets.choice (CSPRNG).
- Telegram script runner: refuse out-of-shape usernames before sudo -u.
CLAUDE.md.bak.<ISO-timestamp> before regenerating.
- agnes admin unregister-table <id> -> DELETE /api/admin/registry/{id}
- agnes admin update-table <id> --field=value ... -> PUT /api/admin/registry/{id}
response but never promotes the headline. BQ billing-equals-data check
downgraded warning -> info.
default (5 s / 1 MiB vs 30 s / 10%) so sub-agent watchdogs don't kill
the pull as a hung process. New env knobs:
AGNES_PULL_PROGRESS_INTERVAL_{SECONDS,BYTES}.
--include-schema (or ?include=schema) to opt back in.
Tests: 120 passed across the touched modules, including new tests for
each fix. Pre-existing failures on main (DB migration v1->v9, binary
rename) are unrelated and not introduced here.
Hook JSON path uses /reload-plugins (no restart needed); manual-mode
echo path was still telling the operator to /exit + restart. Both now
say /reload-plugins.
Tests renamed to *_reload_hint_* to match the new wording.
Claude Code's `/reload-plugins` slash command picks up newly installed
plugins into the running session without forcing the user to /exit and
restart Claude Code. The hook JSON `systemMessage` and `additionalContext`
both now point at it.
Tests updated to pin the new hint shape.
Without `--scope project`, `claude plugin update <name>@agnes` operated
at user scope (the default) instead of updating the project-scoped
install — so version bumps in the served manifest never propagated to
the workspace, even though `claude plugin install` correctly used
`--scope project` for the missing-plugin path.
Mirrors the install line in the same function. Any change refresh-
marketplace makes to a plugin must now stay in project scope —
consistent with the SessionStart hook firing per-workspace.
Adds end-to-end flow for installing and keeping the per-user filtered
Claude Code marketplace in sync with the user's Agnes stack
(admin RBAC grants \ MyAIStack opt-outs U /store installs).
Setup (one-liner in install prompt step 5):
`agnes refresh-marketplace --bootstrap` clones the per-user marketplace
bare repo to ~/.agnes/marketplace, strips PAT from the cloned origin
URL, registers the local path with Claude Code, and installs every
plugin in the served manifest at --scope project. Replaces a 15-line
inline shell sequence that tripped Claude Code's agent-driven `rm -rf`
permission gate.
Auto-refresh (SessionStart hook installed by `agnes init`):
`agnes refresh-marketplace --quiet` runs every Claude Code session,
fetches+resets the clone (server rebuilds as orphan commits, so
pull --ff-only is impossible), and version-aware reconciles:
- missing in workspace -> claude plugin install <name>@agnes --scope project
- version differs -> claude plugin update <name>@agnes
- matches -> skip
Don't auto-uninstall plugins that disappeared from the manifest --
a transient empty manifest from the server would wipe the stack.
Hook output: when --quiet AND something actually changed, emits Claude
Code hook JSON on stdout -- `systemMessage` (transient toast) and
`hookSpecificOutput.additionalContext` (model-side system reminder),
both carrying the change summary plus a "/exit + restart Claude Code"
instruction (Claude only scans plugins at session start).
Windows hook compatibility: the refresh-marketplace hook command is
wrapped in `bash -c "..."` because Claude Code on Windows runs hook
commands directly without invoking a shell, so `2>/dev/null || true`
would otherwise be passed as literal argv tokens.
Cross-cutting:
- cli/lib/marketplace.py: shared CLONE_DIR + MARKETPLACE_NAME constants.
- cli/lib/hooks.py: SessionStart now has two independent entries
(pull + refresh-marketplace) so a failure in one doesn't suppress
the other; legacy `da sync` and prior single-pull layouts upgrade
cleanly on re-init.
- PAT injection on every git fetch via per-invocation credential
helper (token in \$AGNES_TOKEN env, never in argv or .git/config).
- Pre-snapshot of installed plugins captured BEFORE
`claude plugin marketplace update` so silent auto-applied version
bumps still fire notifications.
- scripts/dev/agnes-client-reset.sh: cleans ~/.claude/plugins/marketplaces/agnes,
~/.claude/plugins/cache/agnes, drops uv build cache, documents
workspace-scoped residue that can't be enumerated from the script.
- app/web/setup_instructions.py: legacy AGNES_DEBUG_AUTH path also
uses clone (direct HTTPS marketplace add is broken end-to-end on
every Claude Code distribution -- stores response as single file,
plugin source paths then 404).
28 new tests (test_cli_refresh_marketplace.py) + extended hook + setup
template tests cover bootstrap, fetch+reset ordering, version-aware
reconcile, project-path filtering, hook JSON shape, and the bash-c
Windows wrapper invariant.
Reuses cli.update_check.check() for the version probe — extended with
bypass_disabled=True so explicit user-typed self-upgrade is not silenced
by AGNES_NO_UPDATE_CHECK (which is for the implicit warning loop).
Install path: uv tool install --force when uv is on PATH; otherwise
curl + pip via sys.executable (NOT system python3, NOT --user — both
would land outside the agnes venv and silently no-op the upgrade).
Smoke test execs the binary at the install-resolved path (uv tool dir
joined with agnes-the-ai-analyst/bin/agnes, or sys.executable's sibling
agnes for pip) — never via shutil.which, which can resolve a stale shadow
on PATH and produce a false-positive smoke pass on the OLD version. Smoke
also asserts --version output contains info.latest via PEP 440 Version()
equality (so 0.40.0 does not falsely match 0.40.10).
On smoke fail: rollback to last_known_good.json (written only after a
previous run's smoke passed). Rollback rc is captured and surfaced on
stderr if it also fails. First-ever upgrade or unrecoverable rollback
prints the canonical bootstrap recovery: curl -fsSL <server>/cli/install.sh | bash.
AGNES_SELF_UPGRADE_IN_PROGRESS=1 is set for the duration of the run
and propagated to the smoke-test subprocess. Layer B's _check_version_headers
honors the sentinel and skips the < min hard-stop, so an in-flight
upgrade can never sys.exit(2) itself.
--force invalidates the update_check cache BEFORE probing. --force +
offline = exit 1 with explicit stderr (without --force, offline is silent).
--quiet suppresses progress output but never gags failure stderr.
Three first-try-failure-surface fixes from Pavel's #185 trace + the
template guidance question, all under PR #188's umbrella so they land
together with the file_server / parallel pull / Tier 1 work.
1. CLI clean-error wrapper — new AgnesTransportError raised by the
api_*/stream_download helpers when httpx times out / drops /
refuses, plus a top-level Typer wrapper (cli/main.py) that prints
one-line "Error: …" + actionable hint and exits non-zero. Full
traceback goes to ~/.config/agnes/last-error.log for support
forwarding. Unhandled Exceptions are caught at the same boundary
so no Python traceback ever leaks to the analyst's terminal.
Pavel's #185 Phase 3B: a 30-frame httpx traceback from a slow BQ
--remote query made it look like a CLI bug. Now: clean message +
hint pointing at `agnes snapshot create` / partition-column
guidance.
Entry point in pyproject.toml flipped from `cli.main:app` →
`cli.main:_run_with_clean_errors` so the wrapper actually runs
under the installed `agnes` binary.
2. agnes init / agnes pull --skip-materialize + progress bar.
--skip-materialize omits query_mode='materialized' rows from the
download set so a first init doesn't spend 44 minutes silently
pulling a single 6 GB parquet (Pavel's #185 Phase 1). Rich-driven
per-file progress bar with label/bytes/rate/ETA renders to stderr
when not --quiet and not --json. Aggregates across the parallel
ThreadPoolExecutor workers added earlier in this PR.
3. config/claude_md_template.txt: explicit one-line snippet pointing
at `agnes catalog --json | jq '.tables[] | select(.id=="<id>")'`
for per-table descriptions + restated invariant: "the description
field on each catalog row is the authoritative business-rules
text — re-read live, never copy into this file." Resolves the
regression-or-feature debate between Pavel (wants annotations)
and the user feedback that landed in the prior commit (don't
embed table-specific content; tables change). Catalog command
stays the source of truth.
The httpx client behind 'agnes query --remote' used the default 30s
timeout, killing every BigQuery SELECT that took longer than half a
minute — i.e. most non-trivial remote queries.
cli/client.py now exposes QUERY_TIMEOUT_S (default 300s, override via
AGNES_QUERY_TIMEOUT) and propagates a kw-only 'timeout' through
api_get/post/delete/patch. _query_remote passes QUERY_TIMEOUT_S so only
the long-running /api/query path gets the bump; every other CLI call
keeps the 30s default.
Server-side has no read deadline on /api/query, so the client cap was
the sole bottleneck.
Backup-orchestration commands were split across two namespaces (pull in
agnes store, push in agnes admin store), which broke the operator
mental model — pull/push are a paired operation and should sit
together.
Move pull + info into agnes admin store so all bulk operations share
one help screen. Add agnes store mine as the user-facing equivalent —
calls the same /api/store/bundle.zip endpoint with ?owner=me, which
the server resolves to the caller's user_id. Authors can archive
their own uploads without admin role; whole-Store bulk reads stay
admin-flavored as a discoverability hint.
Server: 3-line addition to export_bundle handles owner='me' as a
magic alias for the caller. No new endpoint.
Tests updated: pull/info expectations move from agnes store to
agnes admin store; new tests cover agnes store mine and the
?owner=me server resolution. 69/69 store tests green locally.
Adds whole-Store backup/restore primitives so an external CI/CD job can
mirror the Store to a git repo (and restore back from one).
REST:
- GET /api/store/bundle.zip — deterministic ZIP of all (filtered) Store
entities. Layout: manifest.json + entities/<id>/{plugin,assets}/.
Manifest carries owner_email for cross-instance restore. Auth: any
authenticated user (Store is community-open).
- POST /api/store/import-bundle — admin-only restore. Modes
merge|replace|skip; owner resolution by email with stub-disabled-user
fallback when the email is unknown on the target instance.
CLI:
- agnes store update <id> [--description X] [--zip PATH] ... — in-place
edit (server PUT permits owner OR admin per F4). Closes the missing
edit affordance for analysts who want to fix a typo or push a new
ZIP without losing install_count.
- agnes store pull [-o store.zip] [--unpack DIR] — download the bundle.
--unpack streams + extracts so an external git-backup workflow can
drop the tree straight into a repo and `git add .`.
- agnes store info [--json] — counts + size summary.
- agnes admin store push <zip-or-dir> [--mode ...] — admin-only restore.
Auto-zips a directory client-side so a working-tree → server
round-trip is one command.
cli/v2_client.py gains api_get_stream helper for binary downloads.
Tests: 5 new server tests (bundle shape + filters + round-trip + stub
user creation + skip mode + admin-only gate) + 11 new CLI tests
(update, pull/unpack, info, admin push). 66/66 store-related tests
green locally.
Three items from operator feedback after running the actual flow:
(1) Help docstring lied: "--bucket / --source-table ignored" for
materialized rows. Reality: --bucket is load-bearing because
`agnes schema <name>` builds the BQ identifier as
`bq.<bucket>.<source_table>`. An empty bucket registered the row but
broke schema/describe with HTTP 400 "unsafe BQ identifier in
registry". Fix: docstring rewritten to reflect reality, plus
client-side validation rejects materialized + empty bucket with a
clear error pointing at the right knob.
(2) Post-register UX cliff: `agnes pull` after register-table reports
"Updated 0 tables (1 total)" because registration adds a registry
row but does NOT trigger a parquet build. Operators routinely
assume something's broken when they need to run
`agnes setup first-sync` to kick off the materialization. Hint
emitted on success now points at first-sync.
(3) RBAC gotcha: `agnes catalog` is RBAC-filtered via
`resource_grants`, so non-admin users don't see freshly-registered
rows until a grant is created. Hint emitted on success now points at
`agnes admin grant create <group> table <name>`.
Tests: 8/8 in test_cli_admin_materialized.py, including two new
regression tests for the validation + the hint output.
Three Devin Review findings on PR #173 addressed in one commit since
they're in adjacent code paths:
1. cli/commands/init.py:99 (\u{1F534}): `agnes init --token NEW` ran
step 2 verify against the OLD on-disk token because `get_token()`
read `~/.config/agnes/token.json` before the env var, and
`_override_server_env` only set the env var. So `agnes init --force`
on a machine with a stale token.json failed 401 with a confusing
'token expired' even though the --token arg was valid.
Fix: ContextVar-based override in `cli.config._token_override`
checked by `get_token()` BEFORE the on-disk read.
`_with_token_override` context manager scopes the override.
`_override_server_env` now also sets the contextvar via
`_with_token_override(token)`, so both env var and contextvar
carry the override (env for back-compat with anything bypassing
get_token; contextvar is the authoritative source).
Async-safe (each task sees its own override) and leak-proof
(resets on context exit).
2 new tests: regression on stale-disk-token + scope leak guard.
2. cli/commands/status.py:43 (\u{1F7E1}): sessions_pending_upload only
checked legacy `<workspace>/user/sessions/` and always reported 0
in workspaces bootstrapped with `agnes init` (Claude Code writes
to `~/.claude/projects/`, not the legacy path). Same bug we fixed
for `agnes push` in 08e49591.
Fix: route through `cli.lib.claude_sessions.list_session_files()`
so status and push agree on what counts as a pending session.
3. connectors/bigquery/extractor.py:111 (\u{1F7E1}): docstring claimed
"a live holder still wins the second flock attempt" — incorrect on
Linux. After `unlink()` + `open()`, the new file is a new inode;
fcntl.flock keys per-inode, so the old holder's lock does NOT block
the new acquisition. In a genuine TTL-overrun scenario two writers
CAN race the parquet.tmp.
Fix: documentation only. Comment now honestly describes the
inode-recreation behavior, names the threading.Lock as the actual
in-process guard, and flags pid-gating as the next-iteration fix
if real corruption surfaces. The 24h default TTL is well above
typical COPY durations so the practical risk is low.
Tests: 17/17 across test_cli_init.py + test_lib_pull.py + the broader
regression set.
Bring admin UI, audit-log messages, code comments, and analyst-facing
skill docs in line with the post-bootstrap CLI surface (`agnes pull`,
`agnes push`, `agnes init`, `agnes snapshot create`). The legacy
`_LEGACY_STRINGS` detection tuple in `app/api/claude_md.py` and the hook
upgrade markers in `cli/lib/hooks.py` are intentionally left as-is —
they exist precisely to flag pre-rewrite content for re-authoring.
Strip "(folded from `da metrics list`)" / "(lifted from `da metrics
show`)" / "Replaces the old `da analyst status`" docstring noise — the
rename history is in CHANGELOG.md, not in module docstrings.
Ports Minas's PR #172 (against pre-rename `da` CLI on main) and applies
the principle to the post-rename `agnes` CLI. Two distinct failure modes
on Windows consoles whose default codepage is cp1250 (cs-CZ) / cp1252
(en-US):
1. `agnes pull` and other Rich-progress codepaths
UnicodeEncodeError on Braille spinner glyphs. Fix: `cli/main.py`
reconfigures stdout/stderr to UTF-8 with errors='replace' at import
time on `sys.platform == 'win32'` so Rich's legacy-Windows render
path emits decodable bytes. Wrapped in try/except so pytest's
captured streams (which aren't TextIOWrapper) don't break.
2. `agnes skills list` and `agnes skills show`
UnicodeDecodeError when reading skill markdown containing em-dashes /
accented chars. Default `Path.read_text()` uses
locale.getpreferredencoding(False), which is the broken codepage on
Windows. Fix: every call site passes encoding='utf-8' explicitly.
Broader scope than #172 because:
- The bootstrap rewrite renamed/removed several files Minas's PR
patched (`cli/commands/analyst.py` -> rolled into init.py;
`cli/commands/sync.py` -> split into pull/push). Those targets no
longer exist; the equivalent code lives in init.py.
- Other call sites Minas didn't touch (still bare in his branch) are
patched here too — config.py / update_check.py / snapshot_meta.py /
setup.py / skills.py — so the codebase has zero locale-default text
I/O in cli/.
Side cleanup: stale `Run `da`` reference in snapshot_meta.py:88 fixed
to `agnes` while touching the file.
CI failure: test_readers_in_pre_init_dir asserted no Traceback in stderr
when running `agnes snapshot create x --as y --estimate` in a folder
that never saw `agnes init`. The estimate-guard fix in 3d587681 let
`--estimate` skip the local_db check and reach `api_post_json`, but the
existing `except V2ClientError` doesn't cover transport-layer failures.
With no server configured the URL defaults to http://localhost:8000;
httpx raises ConnectError → ConnectError isn't a V2ClientError → the
exception bubbles up through Typer/rich as a full traceback.
Add `except httpx.HTTPError` next to V2ClientError so connection /
DNS / TLS / timeout failures all render the friendly hint
`Run `agnes init …` first` instead of leaking transport noise.
Real bug: `agnes push` was reading `<workspace>/user/sessions/`, but
Claude Code writes session jsonls to `~/.claude/projects/<encoded-cwd>/`
and nothing on the analyst side ever copies them across. The SessionEnd
hook ran `agnes push` happily and uploaded zero sessions every time.
`cli/lib/claude_sessions.py` probes both Claude Code encoding variants
(older `/`→`-` keeping spaces+tildes; newer all-non-alphanumeric→`-`
with collapsed runs) and unions whichever exist. Users who upgraded
Claude Code mid-project end up with both encoded dirs side-by-side on
disk; the union ensures no session is left behind. Same-named jsonl in
both dirs → newest mtime wins. `<workspace>/user/sessions/` survives as
a fallback for any setup that explicitly mirrors sessions there.
Verified on real disk: helper returns 2 dirs + 8 unioned session files
for the Agnes-test workspace where the previous code returned 0.
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`.
The reporter (#160) saw `USER_PROJECT_DENIED` raw in the CLI because
all three CLI error-rendering paths flatten typed BqAccessError /
guardrail / RBAC dicts to a truncated single-line string, hiding the
structured `hint` field that explains how to fix the misconfig.
Fix: shared `cli/error_render.py:render_error(status_code, body)` that
recognizes the canonical typed shapes and pretty-prints them. Falls
back to truncated-and-flattened form for unrecognized bodies, so the
renderer never makes worse-than-status-quo output.
Recognized shapes:
- {detail: {kind: ..., hint?, billing_project?, data_project?}}
— typed BqAccessError responses from /api/v2/scan, /sample, /schema,
/api/query (when /api/query escalates a BQ failure)
- {detail: {reason: 'remote_scan_too_large', scan_bytes, limit_bytes,
tables, suggestion}} — new /api/query cost-guardrail rejection
- {detail: {reason: 'bq_path_not_registered'/'bq_path_access_denied',
path, hint?, registered_as?}} — new /api/query RBAC patch
- {detail: '...'} — string detail (legacy endpoints)
Wired through 3 CLI paths:
- cli/v2_client.py: V2ClientError.__str__ delegates to render_error;
pre-truncation removed from V2ClientError.message (was hiding hints
past 200 chars).
- cli/commands/query.py:_query_remote: parse JSON body, call renderer
on error.
- cli/commands/query.py:_query_hybrid: catch RemoteQueryError, build
synthetic `{detail: {kind: error_type, **details}}` payload, render.
tests/test_cli_query.py:test_remote_query_failure: assertion updated
from `"Query failed"` (no longer printed) to `HTTP 400` + `bad SQL`
(what the renderer surfaces for string detail).
Sample output for cross_project_forbidden:
Error: cross_project_forbidden (HTTP 502)
billing_project: (empty)
data_project: prj-example-data-001
message: USER_PROJECT_DENIED on bigquery.googleapis.com
hint: Set data_source.bigquery.billing_project in
/admin/server-config to a project where the SA has
serviceusage.services.use, or grant the SA that role on the
data project.
19 tests pass — 10 from T4a now GREEN + 3 prior cli_query tests still
green + 6 ancillary.
- Fix#1: _detect_existing_project now checks .claude/settings.json for
"da sync" marker instead of deleted CLAUDE.md; update tests accordingly.
- Fix#2: preview endpoint uses autoescape=False to match /setup rendering;
align render_agent_prompt_banner in welcome_template.py to the same.
- Fix#3: apply _sanitize_banner_html to override render path in setup_page
so all render paths sanitize consistently.
- Fix#4: move .setup-link-banner into the existing-user branch where
account_details.last_sync_display is reachable; remove dead copy from
new-user branch.
- src/welcome_template.py: rewrite as HTML banner renderer
(render_agent_prompt_banner); drop _list_tables, _metrics_summary,
_marketplaces_for_user, render_welcome, _load_default_template.
build_context now exposes only instance/server/user/now/today.
_sanitize_banner_html strips script/iframe/on*/javascript: post-render.
- app/api/welcome.py: drop get_welcome handler, WelcomeResponse, old
_VALIDATION_STUB_CONTEXT. Admin endpoints stay at same URLs; validation
stub updated to match new slim context. Preview now uses autoescape=True.
- app/web/router.py: setup_page calls render_agent_prompt_banner and passes
banner_html to install.html; admin_agent_prompt_page drops _load_default_template.
- app/web/templates/install.html: add .setup-banner CSS + banner block above hero.
- cli/commands/analyst.py: replace _generate_claude_md with _init_claude_workspace;
no CLAUDE.md written, only .claude/CLAUDE.local.md placeholder + settings.json hooks.
- tests: delete test_cli_analyst_welcome.py (tests deleted endpoint/function);
rewrite TestGenerateClaudeMd → TestInitClaudeWorkspace; update api test to
assert /api/welcome returns 404 and remove welcome-fetch tests.
The analyst flow becomes a closed loop with the server-curated table catalog:
- `da analyst setup` writes `<workspace>/.claude/settings.json` with two hooks:
SessionStart → `da sync --quiet || true` — pulls fresh RBAC-filtered parquets at session start
SessionEnd → `da sync --upload-only --quiet || true` — uploads session jsonl + CLAUDE.local.md
- `|| true` keeps Claude Code unblocked when the server is down.
- Workspace-level (not user-home) so the hooks fire only when Claude Code opens this analyst workspace.
- `da sync --quiet` rewrites the CLI output for hook consumption — 0 stdout on success, single-line error on failure.
- Existing settings.json is patched (deep-merged), not overwritten; malformed JSON is reported, not silently overwritten.
Tests cover: workspace bootstrap, hook insertion, malformed-json safety, quiet-mode output shape.
* 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>
Issue #108 Milestone 1. Adds BigQuery table registration via /admin/tables UI and `da admin register-table` CLI without hand-editing table_registry. POST /api/admin/register-table/precheck for round-trip validation. --dry-run flag on CLI. Audit-log entries on register/update/unregister. PUT /api/admin/registry/{id} now preserves registered_at (closes#130).
