* feat(home+news): state-aware /home + /news + admin-edited news section
Squash of the vr/home-page feature work for clean rebase onto main.
Original 18-commit history preserved in branch backup/vr-home-page-pre-rebase.
What's in this PR:
**State-aware /home page**
- New `/home` route with hero + auto-mode + connectors (Asana / GWS /
Atlassian) + lookarounds. Onboarded vs not-onboarded state-machine
branches a single template (`home_not_onboarded.html`); the install
steps, "Setup a new Claude Code" CTA (90-day PAT mint), and per-
connector setup prompts hide once `users.onboarded=TRUE`. A
completion badge replaces them.
- "Mark me as offboarded" button reverses the flag without an SQL UPDATE.
- `users.onboarded BOOLEAN` column added; default FALSE; flipped by the
CLI's `agnes init` post-success POST and the `/admin/users` API.
- Connector setup prompts pre-check whether the tool is already
installed/connected before re-running setup.
- GWS scope set widened to include Google Chat (`chat.spaces`,
`chat.messages`).
**Single template + design tokens**
- `dashboard.html` now extends `base.html` via the new
`{% block layout %}` opt-out (full-width pages skip the 800px
`.container`). Net: every page shares one shell.
- `style-custom.css` `:root` extended with `--space-{7,9,10,12}`,
`--radius-2xl`, `--shadow-{card,elevated}`, `--text-{muted,disabled}`,
`--focus-ring`, `--transition-*`, `--width-{narrow,app,wide}` so
inline page styles can migrate incrementally.
**Auth redirects honor AGNES_HOME_ROUTE**
- `safe_next_path` resolves the configured home route when no `default=`
is passed; OAuth callbacks, magic-link clicks, password form, and
LOCAL_DEV_MODE shortcuts now land on `/home` (or whatever the operator
picked) instead of always /dashboard.
**News section + /news permalink + /admin/news editor**
- Schema-bumped `news_template` table (single versioned entity, draft +
publish gate). `published BOOLEAN` distinguishes draft from public;
monotonically-increasing `version` per save; rows >30d pruned on
save except the currently-displayed published version.
- `/home` bottom-of-page renders the latest published intro with a
"Read more →" link to `/news` (which renders the full body).
- `/admin/news` editor with sandboxed live preview, versions table,
per-row Unpublish, Format-help cheatsheet.
- `agnes admin news show / draft / edit / publish / unpublish /
versions / export` (CLI). Talks to the live server via the
`/api/admin/news/*` endpoints (PAT-authed) — no direct DB access
so it coexists with a running uvicorn.
- **Optimistic-lock guard**: `agnes admin news publish --version N` and
PUT/PATCH endpoints accept `expected_version` and 409 with structured
`{error: "version_conflict", expected, actual, actual_by}` when a
concurrent admin replaced the draft. Edit refuses to overwrite a
draft authored by someone else without `--force` or
`--expect-version`.
- nh3 (Rust-backed ammonia) HTML sanitizer; iframe pre-pass strips
any iframe whose src is not on the YouTube/Vimeo/Loom allowlist;
javascript:/data: schemes blocked everywhere.
- Author CSS vocabulary: `.news-hero` (blue gradient hero block),
`.callout`/`.callout-{info,warn,success,danger}`,
`.video-embed`, `.news-section`, `.news-grid-{2,3}`, `.news-cta` —
all consolidated in `style-custom.css` under "News content
vocabulary (shared)" so /home perex, /news body, and /admin/news
preview share one source of styling.
- Code-inside-`<pre>` contrast fix (was unreadable amber-on-silver).
- `.news-content` table styling (border, header band, row-hover).
**`scripts/dev/run-local.sh`** — local uvicorn launcher. Pulls Google
OAuth client id/secret from GCP Secret Manager
(`AGNES_OAUTH_GCP_PROJECT`-driven, no vendor defaults), points
`AGNES_CLI_DIST_DIR` at `./dist` so the wheel endpoint resolves, and
`--dev` flips `LOCAL_DEV_MODE=1` + `AGNES_HOME_ROUTE=/home` for one-
command iteration. `LOCAL_DEV_MODE=1` also enables the FastAPI debug
toolbar.
**CLAUDE.md "Run tests before every push" section** codifies
`pytest tests/ -n auto -q` as non-negotiable before each push.
**Tests**: 51 + 14 + 8 = 73 new tests across news-template repo,
sanitizer, API, web, CLI; plus updated home/auth/template tests for
the new shared-shell architecture.
Origin docs (gitignored, customer-fork content):
docs/brainstorms/home-page-requirements.md,
docs/plans/2026-05-07-001-feat-home-page-plan.md.
* feat(cli): agnes onboarded {on,off,status} — self-scoped flag toggle
User-facing equivalent of the in-page "Mark me as (off)boarded" button
on /home. POSTs /api/me/onboarded with {onboarded, source}; --source
overrides the audit-log marker so flips made from the CLI vs the web
button vs agnes init automation stay distinguishable.
`status` reads via /api/me/profile (when present); falls back to a
quick body-marker scan of /home so the read path doesn't write an
audit_log row. PAT-authed via cli.client.api_post — same convention
as agnes admin news / agnes admin add-user etc.
Tests: 5 covering on/off/status round-trip, idempotency, and
audit-log source recording. Full suite holds at 12 pre-existing
failures (same set as before).
* ui(nav+home): primary nav reorg + green What's new band + /marketplace link fix
Primary nav (post-rebase audit + per-user feedback):
- Items: Home → Marketplace → Data Packages → Memory. Admin dropdown
for admins only. The "Dashboard" label was renamed Home — point still
resolves through `home_route` so customer instances on /dashboard
still land there.
- Activity Center moved into the Admin dropdown. Per-team adoption
analytics is admin-consumed in practice; the route still allows
any authed user for direct deep-links so existing /home tile +
bookmarks keep working.
- Memory link added (→ /corporate-memory) — was previously buried in
the /home "Look around" tiles.
- Setup local agent + My Stack dropped from main nav. Setup is the
/home install flow's home now; My Stack lives as a tab inside
/marketplace.
/home tweaks:
- Plugin marketplace tile now points at /marketplace (was /store —
legacy from before the marketplace rebrand landed in #230).
- "What's new" section header gets a green band (success-flavored
D1FAE5 background, A7F3D0 border, darker green title) so the
bottom-of-page news block visibly distinguishes from the blue
install-hero at the top. Header strip only — body stays white.
Test fix: test_home_route_resolution renamed `dashboard_link_uses_home_route`
→ `home_link_uses_home_route` and asserts `href="/home">Home` instead
of `href="/home">Dashboard` after the label change.
* fix(home): decouple Step 3 + Connect-tools collapse from server onboarded flag
The server-side `users.onboarded` flip happens through two paths:
1. Explicit user click on "Mark me as onboarded" or `agnes onboarded on`.
2. Implicit `agnes init` POST → /api/me/onboarded on success.
Path 2 produced a UX surprise: an analyst running `agnes init` mid-flow
reloaded /home and saw Step 3 (auto-mode) + Connect-your-tools auto-
collapse to summary bars. They were actively working through those
sections — the install POST never signalled "I'm done with the rest
of setup", just "Agnes itself is installed".
Decouple the section-collapse decision from the server flag:
- Step 1 + Step 2 install blocks: still hidden on `onboarded=TRUE`
(their completion is a hard server signal — Agnes IS installed).
- Step 3 + Connect-your-tools: render flat by default in BOTH states.
Wrapped in `<details class="setup-collapsible" open>` so the
browser's native disclosure handles per-section toggle without JS,
but the `<summary>` is CSS-hidden until the page-level
`data-setup-minimized="1"` attribute is set on `.home-mock`.
- New "Minimize setup view" toggle inside the blue install-hero,
rendered only when onboarded. Click flips the data-attr on
`.home-mock` AND removes the `open` attribute from each
`<details>`. State persists in `localStorage["agnes_home_setup_minimized"]`
so the choice survives reloads but is per-device.
- "Show full setup view" (the same button when minimized) re-opens
both `<details>` and clears localStorage.
When minimized, each `<details>` still has its own native expand/
collapse — click the gray summary bar to peek at one section without
toggling the page-level minimize off.
Tests:
- test_step3_and_connectors_render_flat_when_onboarded_by_default —
asserts `<details class="setup-collapsible" ... open>` for both
sections post-onboarding and the absence of any server-rendered
`data-setup-minimized` attribute on the `.home-mock` root.
- test_minimize_toggle_visible_only_when_onboarded — toggle button
rendered only when onboarded.
Full pytest holds at 12 pre-existing failures (same set).
* feat(observability): optional PostHog integration (errors, LLM traces, replay, flags)
Off by default. Activates when POSTHOG_API_KEY is set in env. Defaults
to PostHog Cloud EU; override host for US Cloud or self-hosted.
Coverage:
- FastAPI 500 handler captures unhandled exceptions
- src/orchestrator.py rebuild + rebuild_source failures
- services/scheduler/ HTTP-job failures
- cli/main.py uncaught CLI errors (Typer.Exit/SystemExit/KeyboardInterrupt
skipped; flushes before re-raise so short-lived CLI invocations don't
drop events)
- connectors/llm/anthropic_provider.py + openai_compat.py emit
$ai_generation events with provider, model, latency, token counts
(prompt/completion bodies stay off unless POSTHOG_LLM_PAYLOADS=1
because LLM prompts here routinely include customer SQL/data)
- Browser snippet injected into every text/html response by
PosthogInjectionMiddleware — registered inside the GZip layer so it
sees uncompressed HTML before compression. Many templates are
standalone (their own DOCTYPE) and never extend base.html, so a
per-template include would miss them.
- Frontend: $pageview, $pageleave, JS error capture via window.error
and unhandledrejection handlers, masked session replay
(maskAllInputs: true plus CSS-selector mask for known data surfaces),
feature flags (browser posthog.isFeatureEnabled + server-side
feature_enabled with fallback for older SDKs).
Identification mode operator-configurable: none / id / email / full.
Default email ships user.id + email but never name. CLI entry point
moves from cli.main:app to cli.main:main (Typer wrapper).
Files:
- src/observability/posthog_client.py — lazy singleton, no network
when disabled, single-process flush on shutdown
- src/observability/llm_tracing.py — trace_generation context manager
- app/middleware/posthog_inject.py — HTML rewrite middleware
- app/web/templates/_posthog.html — browser snippet template
- docs/observability.md — operator guide
- config/.env.template — documented POSTHOG_* knobs
- tests/test_posthog_disabled.py + tests/test_posthog_client.py +
tests/test_llm_tracing.py — 18 tests covering disabled state,
identify-mode payloads, $ai_generation shape, error variant.
CHANGELOG entry under [Unreleased] Added.
* feat(observability): tag every PostHog event with environment + release
Splits PostHog dashboards cleanly between localhost / dev / staging /
production without manual tagging on every capture call.
- POSTHOG_ENVIRONMENT explicit override; auto-resolves to "local" when
LOCAL_DEV_MODE=1, else RELEASE_CHANNEL, else AGNES_DEPLOYMENT_ENV,
else "unknown".
- AGNES_VERSION → RELEASE_CHANNEL fallback feeds the `release` property
for "is this error new in this release?" cohorting.
- Backend gets both via the PostHog SDK's super_properties constructor
arg (every captured event picks them up automatically).
- Browser snippet calls posthog.register({environment, release}) inside
the loaded callback so $pageview, $exception, autocapture, etc. all
carry the same labels.
- request.state.user now populated by auth dependencies so the snippet
can actually call posthog.identify(user_id, {email}) for logged-in
users (previously the user block always resolved to None because
nothing wrote to request.state.user).
4 new tests cover env resolution: explicit > LOCAL_DEV_MODE > channel
> unknown, plus super-properties forwarding into the SDK constructor.
* feat(observability): inline user attrs on every PostHog event + debug throw route
PostHog's UI shows person properties on the Person profile page, not
inline on each event — so a reviewer triaging an exception couldn't tell
which user hit the bug without clicking through. Fix it on both sides.
- Backend capture_exception merges user_id / user_email / user_name into
the event properties (gated by POSTHOG_IDENTIFY_PII: none/id/email/full).
Backed by a new _user_props_for_event helper on PosthogClient.
- Browser snippet registers user_id + user_email + user_name as super-
properties via posthog.register({...}) so every $exception, $pageview,
and custom event coming from posthog.captureException() carries them
inline. Mirrors the backend so cross-referencing client/server events
doesn't require a person-profile lookup.
- /api/debug/throw — debug-only endpoint gated by DEBUG=1 (404 in prod).
Runs Depends(get_current_user) first so request.state.user is set when
the unhandled-exception handler captures the event. Lets operators
exercise the full observability path end-to-end without hand-rolling
a TestClient script. Configurable via ?kind=ValueError&msg=...
7 new tests cover: backend user-attr merge across identify modes,
anonymous request fall-through, browser snippet super-prop emission for
logged-in / anonymous / id-only / full-name cases.
* fix(observability): address minasarustamyan PR #231 review
Two bugs caught in review.
1. PosthogInjectionMiddleware dropped Response.background on every
return path. BaseHTTPMiddleware materialises the body and asks
subclasses to return a fresh Response — three paths in dispatch()
omitted background=, silently cancelling any BackgroundTask /
BackgroundTasks the route attached (audit logging, async webhooks,
email sends) with no log line. Fix: route every return through a
_passthrough() helper that forwards background.
Also adds a _MAX_BUFFER_BYTES (4 MB) cap so a streamed-HTML response
can't balloon RSS during buffering. Bigger bodies short-circuit
through with a warning rather than being injected.
Regression tests in tests/test_posthog_inject_middleware.py exercise
four return paths (snippet present, render-fail, double-injection
guard, non-HTML passthrough) plus the streaming-guard short-circuit.
2. $ai_input / $ai_output_choices were emitted without truncation, so
POSTHOG_LLM_PAYLOADS=1 silently dropped events past PostHog's ~32 KB
per-event ingest limit — exactly the calls (large prompts with
schemas / sample rows / SQL) an operator would want to inspect.
Fix: clip both at POSTHOG_LLM_PAYLOAD_MAX_CHARS (default 30000) with
an explicit "…[truncated N chars]" marker so readers don't mistake
truncated captures for complete ones. Metadata (provider, model,
tokens, latency, error) flows regardless. Three new tests cover
default-cap clipping, env-override, and pass-through under the cap.
37 PostHog tests pass.
* Add /marketplace browse page + Model B opt-in stack composition
New /marketplace browse surface unifies the curated marketplaces
(admin-managed git mirrors) and the community Flea Market behind
three tabs — Curated / Flea / My Stack — with per-tab category
filter, search across both sources with scope checkboxes, and
numeric pagination, all driven by URL query state. Plugin detail
at /marketplace/curated/<slug>/<plugin> and /marketplace/flea/<id>;
nested skill / agent detail at /marketplace/curated/<slug>/<plugin>/
{skill,agent}/<name> and the flea-side single-page detail.
Model B opt-in: an RBAC grant on a curated plugin is now only
*eligibility*. The user must click "Add to my stack" for it to
enter their served Claude Code marketplace. Composition flips
from (rbac ∖ opt_outs) ∪ store_installs to
(rbac ∩ subscriptions) ∪ store_installs. The legacy
user_plugin_optouts table is renamed user_curated_subscriptions
(schema v27) — same table shape, inverted semantic, repository
methods become subscribe / unsubscribe / is_subscribed.
UX vocabulary: Install → Add to my stack, Installed → In your
stack, card "Installed" badge → "In stack" (amber pill), tab
"My Subscriptions" → "My Stack". Bridges the two-step model
(server-side bookmark vs. on-laptop install) the previous label
hid. Click triggers an inline post-add hint panel under the
description with the agnes refresh-marketplace recipe + Copy
chip, dismissible per-browser via localStorage.
Per-tab info blocks above the filter row:
- Curated: trust signal — "Each plugin here has a named curator
accountable for it." (blue accent + See-all-curators link)
- Flea: open-shelf signal — "Anyone in the company can upload
here." (purple accent + Tips-for-sharing link)
- My Stack: personal-shelf orientation — "Your AI stack —
everything you've added." (slate accent, no link)
Tabs carry per-tab Heroicons (shield-check / building-storefront
/ rectangle-stack) tinted to match each tab's accent; flips white
when the tab is active for contrast.
Hero illustration anchored to the right of the blue hero panel
(absolute, 47% wide, behind the search row content). Hidden
under 900px viewport.
Action-row CTAs realigned to publication intent: curated
"How to add new content" → "Submit a plugin" (links to the
guide page); flea button removed since +Upload sits next to it.
Empty-state CTAs match. /marketplace/guide/{curated,flea}
routes now host publication-flow guide pages with placeholder
ledes — full copy to be authored separately.
Categories: Heroicons-based icons mapped per category in
src/category_icons.py (zero new dependencies; SVG path strings
inlined). Marketplace cards, filter pills, and detail pages
read from the same source.
API endpoints under /api/marketplace:
- GET /items per-tab listing (curated / flea / my)
- GET /categories per-tab non-zero counts
- GET /curated/{slug}/{plugin} plugin detail
- POST/DELETE /curated/{slug}/{plugin}/install subscribe toggle
- GET /curated/{slug}/{plugin}/{skill,agent}/{name} inner item
The tab=my branch reads directly from
user_curated_subscriptions ∪ user_store_installs (not
resolve_user_marketplace, which bundles flea skills/agents into
a single store-bundle synthetic entry useful for serving the
Claude Code marketplace ZIP/git but wrong for browsing where
each item should appear as its own card).
Detail pages: plugin detail surfaces inner skills/agents as
clickable nested cards; commands/hooks/MCPs render as plain
name lists. Skill/agent detail mirrors the plugin layout with
kind-tinted accents (skill = green, agent = purple), Description
+ Details sidebar, Files + Docs sections, and the "How to call
it" copy-able invocation chip showing /<plugin>:<inner-name>
exactly as Claude Code namespaces it post-install. Curated
nested has no install button — links back to the parent plugin.
Navbar: standalone "My AI Stack" relabelled "My Stack" and
points at /marketplace?tab=my; "Store" link removed (Store
flow is reachable via the Flea Market tab's +Upload button).
The standalone /my-ai-stack and /store routes still work for
old bookmarks.
Tests cover the new browse / categories / install / RBAC paths
under tests/test_marketplace_api.py; existing marketplace and
store tests updated for Model B (explicit subscribe in fixtures).
Schema bumped v26 → v27 with idempotent migration that wipes
existing user_plugin_optouts rows on flip and adds
marketplace_plugins.created_at with registered_at backfill.
* Fix v28 migration + post-rebase test fallout
v28 ALTER TABLE marketplace_plugins ADD COLUMN created_at conflicted with
_SYSTEM_SCHEMA's earlier CREATE that already includes the column on fresh
installs (test fixtures starting at any pre-v28 version trip on it).
Switch to ADD COLUMN IF NOT EXISTS — same idiom as the upstream v27
Keboola sync-strategy migration on the same ladder.
Two test patches needed after the rebase bumped SCHEMA_VERSION 27 → 28:
- test_keboola_v27_migration.py: test_schema_version_constant_is_27 was
pinning ==27. Loosened to >=27 (the test's purpose is to verify the
v27 Keboola migration, not to pin the current SCHEMA_VERSION).
- test_setup_page_unified.py: was monkeypatching resolve_allowed_plugins
but compute_default_agent_prompt now reads from resolve_user_marketplace
(Model B-aware). Stub the right function so the test exercises the
v28 served-set path.
* Harden curated skill/agent inner endpoints against path traversal
`_read_inner`, the `skill_dir` walk in `curated_skill_detail`, and the
`agent_path.stat` in `curated_agent_detail` joined URL path-params onto
`plugin_root` without verifying the resolved candidate stayed inside it.
Starlette's `[^/]+` on `{skill_name}` / `{agent_name}` blocks the direct
URL exploit (encoded `/` 404s before the handler), but a curator-planted
symlink inside a curated marketplace's git mirror could still dereference
outside the plugin tree on read.
Adds `_safe_join(plugin_root, *parts)` doing
`Path.resolve(strict=True)` + `relative_to(plugin_root.resolve())`, used
by all three call sites so the boundary is enforced once and consistently.
Tests cover the helper directly (normal path resolves, escaping `..`
returns None, escaping symlink returns None, missing file returns None)
plus an end-to-end check that the symlink case actually 404s on the
HTTP endpoint. Symlink tests skip on Windows where symlink creation
needs elevated permissions; they run on Linux CI.
---------
Co-authored-by: Minas Arustamyan <arustamyan.minas@gmail.com>
## Summary
Two minimum-viable fixes after today's 0.44.0 → 0.47.3 release train and the production 30-user launch. Devil's advocate review of a 3-PR / 7-item plan cut scope to these 2 — the rest is deferred to a separate "operate-first, instrument-second" backlog item.
### B2 — Docker session_collector log skip
`services/session_collector` was logging `Collection complete: 0 users, 0 files copied` + `WARNING: Group 'data-ops' not found, using default group` every 10 minutes in the Docker layout (where `/home/*/user/sessions/` doesn't exist). New env var `AGNES_SKIP_LEGACY_COLLECTOR=1` set by default in `docker-compose.yml` short-circuits the collector pass.
The bare-VM deployment path (where /home/* IS populated by Claude Code) leaves the env var unset and continues to scan normally — including the data-ops warning, which is load-bearing for catching missing-group mis-deploys.
### O2 — FIFO check in `_check_session_pipeline`
The existing check compares `MAX(processed_at)` to newest jsonl mtime — catches "detector hasn't run lately" but blind to "old file was skipped while newer ones were processed". New code finds the oldest FS jsonl that's NOT in `session_extraction_state.session_file` and flags if its mtime is older than `SESSION_PIPELINE_STUCK_FILE_GRACE_SECONDS` (default 4× the existing grace = 2h).
Severity intentionally starts at `info` so we can collect prod data on false-positive rate before tightening to `warning`. The aggregator already treats `info` as non-promoting (see the severity vocabulary docstring at the top of `app/api/health.py`), so the headline `status` stays at `healthy` even when this fires — the operator sees the entry in the per-check breakdown but no spurious `degraded` overall.
## Test plan
- [x] `pytest tests/test_session_collector.py` — 17 tests pass (existing 9 + new 8 covering env-set/unset, truthy variants, falsy non-skip).
- [x] `pytest tests/test_health_session_pipeline.py` — 8 tests pass (existing 4 + new 4 FIFO tests covering stuck-file, under-threshold, all-processed, env-override).
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## Summary
`agnes self-upgrade` without `--force` previously short-circuited on the local 24h `update_check.json` cache. After a server-side version bump within that window, the explicit command exited silently as a no-op — empirically observed today when prod 0.47.1 → 0.47.2 didn't propagate.
Fix: always invalidate the cache in `_resolve_info`. The cache still gates the implicit warning loop in the root callback (correctly — that runs on every `agnes <anything>` and can't hammer `/cli/latest`).
## Test plan
- [x] New `test_self_upgrade_bypasses_24h_cache_without_force` — stale cache claims current; mocked server reports newer; assert UpdateInfo carries the newer version, not the cached one.
- [x] Existing self-upgrade tests pass (including `--force` semantics — force is now downstream-only, behavior preserved).
## Summary
Smoke-testing the just-shipped 0.47.1 against production exposed two regressions:
1. `agnes query --remote "SELECT FROM unit_economics WHERE bad_col=1"` returned `Table "unit_economics" must be qualified` (the OLD error) instead of `Unrecognized name: bad_col` (the #218 fix's intended behavior).
2. `agnes query "DESCRIBE unit_economics"` showed only DuckDB's misleading `Did you mean order_economics?` with no Agnes hint paragraph (the #219 fix is missing).
Root cause: PR #217's squash merge (`506a378c`) carried stale snapshots of `app/api/query.py` and `cli/commands/query.py` from before #218 and #219 merged. The rebase-and-merge auto-merged those files cleanly (no conflict markers) but the result silently reverted both fixes.
Restore the two changes verbatim. Tests for both fixes already on main and continue to pass against the restored code.
## Test plan
- [x] `pytest tests/test_api_query_guardrail.py tests/test_cli_query.py` — clean
- [x] Manual repro against prod after deploy: both flows now surface the intended diagnostic.
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## 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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## 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
`claude -p` (headless mode) gives SessionEnd hook subprocesses ~1 second before SIGTERM, regardless of work in progress. `agnes push` for a typical workspace takes 5-30s. The current synchronous SessionEnd hook (`agnes push --quiet 2>/dev/null || true`) was therefore being killed mid-first-upload — `|| true` masks the SIGTERM as exit 0, so this regression was invisible until I traced it via a wrapper script and Claude's `~/.claude/debug/<sid>.txt` log.
Fix: wrap SessionEnd push in `bash -c "( nohup agnes push --quiet </dev/null >/dev/null 2>&1 & ) ; true"`. The subshell exits immediately, orphaning the upload child to init so it survives the hook subprocess kill. Same `bash -c` pattern as the existing `refresh-marketplace` SessionStart entry (for Windows compatibility).
End-to-end verified against production: claude exited in 5s, detached child completed the upload, file `491e3a23-...jsonl` landed on the server within 30s with mtime 14:30 UTC.
## Test plan
- [x] `pytest tests/test_lib_hooks.py` — added `test_session_end_push_is_detached` regression test asserting `nohup`, `&`, `</dev/null` are all present.
- [x] `pytest tests/test_setup_hooks_template.py` — assertions loosened from `==` to `in` where necessary.
- [x] Verified end-to-end against production with the detached wrapper before opening this PR (manual probe).
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## Summary
Verified against production: `claude -p` headless mode doesn't fire SessionEnd hooks (proven via `--output-format stream-json --include-hook-events`: zero `SessionEnd` events), so any session JSONLs from `-p` invocations stay orphaned locally and never reach the server. Fix: add `agnes push --quiet` as a third SessionStart entry — symmetric self-heal alongside the existing `agnes pull` entry. Existing workspaces pick this up on their next `agnes init` via the marker-based migration already in `cli/lib/hooks.py`.
Separately: a colleague's fresh install showed `agnes diagnose` warning "uploads are not being processed", which led them to suspect their `agnes push` was broken. The warning is actually about the LLM-based `verification-detector` backlog (uploads themselves were arriving fine — confirmed by 23+3 JSONLs landed on the server while the warning was firing). Reword the warning to "verification-detector backlog" + add `last_processed` to the diagnose dict so operators don't have to grep logs to confirm.
## Test plan
- [x] `pytest tests/test_lib_hooks.py` — updated count + added `agnes push in SessionStart` assertion.
- [x] `pytest tests/test_setup_hooks_template.py` — updated.
- [x] `pytest tests/test_clean_install_integration.py` — updated.
- [x] `pytest tests/test_health_session_pipeline.py` — updated warning text + asserted `last_processed` field.
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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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## Summary
When `agnes query --remote` references a column that doesn't exist on the FROM table, users were seeing `Table "<id>" must be qualified with a dataset` instead of the actually-useful `Unrecognized name: <column>` from BigQuery. Surface the first-attempt diagnostic now; keep the second-attempt context as `underlying_original`.
Reproduced against production:
```
$ agnes query --remote "SELECT COUNT(*) FROM unit_economics WHERE authorize_date = DATE '2025-05-06'"
Error: remote_estimate_failed (HTTP 400)
message: Could not estimate scan size for this query.
underlying: 400 ... Table "unit_economics" must be qualified with a dataset.
```
(`unit_economics` has `authorize_timestamp`, not `authorize_date`.)
## Test plan
- [x] New `test_remote_estimate_failed_surfaces_first_error_when_attempts_differ` asserts the first-attempt message wins, second-attempt is preserved as `underlying_original`, hint points to `agnes schema`.
- [x] Existing `test_guardrail_returns_400_remote_estimate_failed_on_double_parse_error` still passes (both attempts mocked to identical error).
- [x] `pytest tests/test_api_query_guardrail.py` clean.
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Cuts the [Unreleased] section into [0.46.0] in CHANGELOG.md and
bumps pyproject.toml. The user-visible content was already on main
via PR #190 (commit 28430ced); this is the release-cut commit that
should have been the last commit on that PR — splitting it out so
the operator-facing release artifact (tag + GitHub Release) lines up
with what's already deployed at :stable.
* 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.
The startup script runs on every boot but the metadata_startup_script
field is in lifecycle.ignore_changes — so a TF apply that changed
image_tag does NOT reach a long-lived VM until someone explicitly
recreates it. Meanwhile, operators commonly hand-edit /opt/agnes/.env
to pin a specific image (custom branch builds, staged rollouts).
Pre-fix, every boot rewrote .env from the baked-in template and
clobbered the operator's choice — concretely, a stop+start triggered
by a machine_type change would reset AGNES_TAG to whatever was in
the template at first provision, regardless of the operator's
intervening edit.
Now the script reads the existing .env (when present) for AGNES_TAG
and AGNES_TEMP_DIR; when those keys are set, the existing values
win over the template-computed ones. Logged on stdout when AGNES_TAG
disagrees with $IMAGE_TAG so an operator audit-trails the boot.
Fresh provisions are unchanged (no .env yet → template values land).
To force a TF-driven reset on an existing VM: rm /opt/agnes/.env
and reboot. Cut as infra-v1.8.0 — additive, downstream consumers
opt in by bumping the module ref.
The 'Add to group' dropdown on /admin/users/{id} silently filtered out
every Google-Workspace-managed group (rightly — the API would 409 on
POST). On deployments where Admin and Everyone are both Workspace-mapped
via AGNES_GROUP_{ADMIN,EVERYONE}_EMAIL and no custom Agnes groups exist
yet (FoundryAI prod + dev today), the picker showed only the literal
'— Pick a group —' option with the 'Add' button disabled. Operator had
no indication that they needed to create a custom group first.
Three states surface a hint below the picker now:
- user is already in every group (literally nothing left)
- every remaining group is Google-Workspace-managed (link to
/admin/groups + admin.google.com explainer)
- no groups exist at all
The skip-google-managed logic stays — POST would still 409 on those
rows, this just stops the empty-state from being a silent dead end.
Add allow_stopping_for_update=true on google_compute_instance.vm. Without
it, a TF change to machine_type triggers ForceNew (destroy + recreate);
with it, the provider stops + mutates + restarts the VM in place, which
is what an operator resizing a running deployment expects. Tag as
infra-v1.7.0; consumers opt in by bumping the module ref.
See CHANGELOG.md for the full entry. (Bumped from 0.42.0 to 0.43.0 since
0.42.0 was taken by PR #208's backtick-rewriter fix during this branch's
review cycle.)
0.40.0 added _persist_materialized_inner_view in materialize_query, which
tried to open extract.duckdb from a fresh DuckDB handle to write the _meta
row + inner view. In production this conflicts with the same uvicorn
process's existing read-only ATTACH (orchestrator's analytics conn holds
extract.duckdb ATTACHed as <source_name> alias), and DuckDB single-process
file-handle uniqueness rejects with:
Binder Error: Unique file handle conflict: Cannot attach "extract"
— already attached by database "<source>"
The helper logs WARNING fail-soft, parquet stays canonical, but the
master view never appears via the meta path.
Fix: at the end of _attach_and_create_views, scan
<extract_dir>/data/*.parquet and CREATE OR REPLACE VIEW <id> AS
SELECT * FROM read_parquet('<path>') for any parquet whose <id> is not
already in the per-source tables list (= meta path didn't pick it up).
Decoupled from materialize_query open-handle race. Honors the same
view_ownership cross-connector collision rules as the meta path
(first-come-first-served via view_repo.claim).
Tests:
- filesystem-fallback fires when _meta row missing
- skipped when meta path already created the view (no shadow)
- skips invalid identifiers (e.g. parquet stem starting with a digit)
- doesn't crash when source has no data/ subdir
Pre-fix flow:
1. extractor subprocess writes _meta with N remote rows + creates N inner
views in extract.duckdb (rebuild_from_registry skips materialized rows
per design — explicit `continue` at line 389)
2. _run_materialized_pass calls materialize_query, which writes parquet
atomically + returns stats — but never updates _meta
3. orchestrator.rebuild scans _meta, finds only the N remote rows, creates
master views only for them. Materialized parquet is on disk but
invisible to /api/query → 400 'not yet materialized'
Symptom appears after every container recreate (the previous run's _meta
state is wiped because docker compose down nukes the named volume that
backs extract.duckdb on some compose layouts; even on volumes that
persist, the next extractor pass calls _create_meta_table which DROPs
+ CREATEs _meta cleanly).
Fix: after os.replace(tmp_path, parquet_path) in materialize_query, open
extract.duckdb (read-write), DELETE existing _meta row for table_id,
INSERT new one with query_mode='materialized', and CREATE OR REPLACE
VIEW <table_id> AS SELECT * FROM read_parquet(<path>). All inside a
single transaction so concurrent reads see either old or new state, not
torn rows. Fail-soft on lock contention or schema drift — parquet
remains canonical, next sync pass recovers.
Tests: 3 new in test_bq_materialize.py covering:
- meta + inner view registered after materialize, alongside existing
remote rows
- re-run replaces (not duplicates) the meta row
- skips inner-view registration when extract.duckdb doesn't exist yet
(fresh BQ-only deployment edge case)
Address code-reviewer findings on the bigquery_query() rewrite path:
1. Outer LIMIT wrap — bigquery_query() materialises BQ result into DuckDB
before fetchmany sees it (vs ATTACH-catalog Storage Read API streaming).
A user 'SELECT *' against a billion-row remote table would buffer the
entire result before request.limit applied. Wrap rewritten SQL in an
outer 'LIMIT N+1' so the cap pushes into the BQ job itself.
2. Dollar-quoted inner SQL — naive replace("'", "''") doubling missed
DuckDB backslash-escape sequences (\\, \\n, \\t, …). A predicate
like 'WHERE name = ''O\\'Brien''' was unsafe under the doubling
path. DuckDB $bqq_inner$ … $bqq_inner$ form takes the inner SQL
verbatim with no escapes whatsoever. Falls back to legacy doubling
if user SQL improbably contains the literal tag.
3. Parse-error fallback — when the rewritten path fails with a BQ-side
parse / validation error (DuckDB-only syntax like ::INT cast that
survives identifier rewrite but BQ refuses), retry the user's
original SQL via the legacy ATTACH-catalog path so the request still
succeeds. Mirrors the existing dry-run fallback contract.
4. CHANGELOG — delete duplicate CLI bullets that landed under
already-released [0.38.1] (file corruption from merge — entries are
correctly under [0.39.0]).
Two improvements to `agnes pull` progress reporting:
1. **Aggregated per-file progress across chunked downloads**: the
existing Rich progress bar already used one task per file, but the
chunked-download contract (one file = N parallel chunk callbacks
summing to file size) meant we needed to verify that all chunk
threads advance the same task. They do — the per-file callback is
constructed once per tid and routes every chunk's byte delta to the
same task / textual entry, so the bar shows one aggregated bytes-
downloaded total rather than N separate sub-bars.
2. **Textual fallback for non-TTY stderr**: when stderr is not a
terminal (SessionStart hook, CI runner, Docker log capture), Rich
either suppresses output (silent multi-minute pull on a 5 GB
parquet) or emits raw control sequences. The new `_TextualProgress`
helper instead emits one plain-text line per file at most every
10%-of-total-bytes or 30 s, plus a final `100% done` line per file.
Format: `[N/T files] <tid>: 25% (16 MB / 66 MB) at 1.5 MB/s`.
The TTY path is unchanged. Detection uses `sys.stderr.isatty()` —
`show_progress=True` flips into the textual fallback when that returns
False. `show_progress=False` (the SessionStart hook) still emits no
progress text in either mode.
translate_bq_error previously mapped BQ's responseTooLarge failure mode
to bq_bad_request (HTTP 400 with the raw upstream message). The user-
facing implication ('your SQL has a syntax error') is wrong -- the root
cause is query shape (BQ refused to return the result inline because
it exceeded the response size limit), and the actionable remediation is
'narrow the WHERE clause, aggregate further, or use a materialized
table'.
Add bq_response_too_large as a first-class BqAccessError kind (also 400)
with a canonical hint message; original BQ message preserved in details
for operator debugging. Detection is substring-based on 'response too
large' and fires before the generic BadRequest path so the dedicated
mapping always wins. Affects every BQ-touching path since they all
share translate_bq_error -- /api/query, /api/v2/{scan,sample,schema},
materialize.
Pool the httpx.Client used by `stream_download` so N parquet downloads
share a single TLS handshake instead of one handshake each. With the
optional `h2` package installed, HTTP/2 multiplexing further lets all
chunk Range requests share a single TCP connection — synergizes with
the range-chunked download path added in the previous commit.
The shared client is created lazily on first stream-download call, kept
alive for the duration of the process via a module-level slot, and
closed at exit via `atexit.register`. Construction wraps in a
try/except: when `h2` is unavailable (slim install), httpx raises
ImportError on `http2=True` and we transparently fall back to an
HTTP/1.1 client — pooling alone still amortizes TLS handshakes.
`agnes pull` must never crash on a missing optional package, so the
fallback path is non-negotiable. `h2>=4.1.0` is added to the core
dependency set; downstream slim installs that drop it lose the HTTP/2
benefit but keep correctness.
Each BqAccess.duckdb_session() acquire previously created a fresh
in-memory DuckDB conn and ran INSTALL bigquery; LOAD bigquery;
CREATE SECRET; ATTACH on it -- costing ~0.5 s per request even before
any BQ work. Add a process-local pool (deque + lock) of pre-warmed
sessions; acquire reuses a warm entry when available, refreshing the
auth SECRET so a long-lived pool entry doesn't keep a stale GCE
metadata token past its TTL. Liveness probe (cheap SELECT 1) drops
broken entries before handing them to callers.
On exception inside the with-block the conn is closed instead of
returned to pool (session may carry dirty state). Pool size is
data_source.bigquery.session_pool_size (default 4; sentinel 0
disables pooling). Process-cached, not fork-safe (single uvicorn
worker is the supported deployment shape per CLAUDE.md).
All call sites get faster automatically: /api/query, /api/v2/{scan,
sample,schema}, materialize, the orchestrator's remote-attach, and
the BQ dry-run cap-guard.
When the server advertises `accept-ranges: bytes` and a parquet exceeds
`AGNES_PULL_CHUNK_THRESHOLD_BYTES` (default 50 MB), `stream_download`
now splits the file into N parallel HTTP Range requests
(`AGNES_PULL_CHUNK_PARALLELISM`, default 4, capped 1..16) and
assembles the parts into the destination atomically.
Targets the per-flow-shaped network (corp VPN with per-TCP-connection
rate-limiting) where single-stream throughput is throttled but N parallel
streams over the same connection scale roughly linearly. Manifests with
1 large materialized parquet + N remote tables previously left the
existing across-files `AGNES_PULL_PARALLELISM=4` pool with 1 active
worker = single-stream throughput; this fixes that.
Falls back to single-stream when:
- HEAD doesn't advertise `accept-ranges: bytes`
- Server returns 200 instead of 206 to a Range probe
- File size below the threshold
Cleanup discipline: every part file removed before return (success or
failure); destination written via `<target>.tmp` and renamed atomically.
Per-chunk retry on transient network blips (bounded by AGNES_STREAM_RETRIES).
User SQL hitting query_mode='remote' BigQuery rows was 50-100x slower
than the equivalent direct bigquery_query() call because DuckDB's master
view (CREATE VIEW … AS SELECT * FROM bigquery.<ds>.<tbl>) does not push
WHERE/SELECT/LIMIT into BQ in ATTACH-catalog mode. The BQ extension opens
a Storage Read API session over the entire upstream table; on >100M-row
sources this was 70-150s and frequently failed with 'Response too large
to return'.
Extract the existing dry-run rewriter's core (table-name → BQ-native
backtick path) into a shared helper. Add an execution-path rewriter
that wraps the whole user SQL in bigquery_query('<project>', '<inner>')
so the BQ planner sees the full query and engages partition pruning +
projection pushdown server-side.
Conservative fall-through: cross-source JOINs (BQ ↔ Keboola/Jira local),
queries already containing bigquery_query(, and unconfigured BQ project
all skip the rewrite and run the original SQL via ATTACH-catalog so
behavior degrades gracefully.
The flat-mount overlay's caddy `volumes: !override` block listed only
three mounts, but the base docker-compose.yml caddy service has five.
`!override` (compose-spec semantics) replaces the entire list, so two
mounts were silently dropped under the flat layout:
- `data:/srv:ro` — Caddy's read-only view of the agnes data dir, used
by the `@download` file_server handler in Caddyfile (added in v0.36.0
as the perf bypass for multi-GB parquet downloads). Without this
mount, `try_files /bigquery/data/<id>.parquet …` finds no file and
every parquet download falls through to the app's uvicorn worker —
defeating the bypass entirely.
- `caddy_config:/config` — Caddy's autosave/ACME state. Less critical
(we feed certs in via /certs) but loses the autosaved adapter config
across container recreates.
Restated both mounts with a comment block explaining the !override
caveat for any future overlay author.
Plus: CHANGELOG entries for the host-mount.yml direct-bind fix and
the STATE_DIR + flat-mount overlay under [Unreleased].
Devin Review on PR #188 (15:53Z): the renamed [0.36.0] section had
two separate ### Added blocks and two separate ### Changed blocks,
which violates Keep-a-Changelog grouping (and CLAUDE.md's explicit
'group by section' rule). Merged each set into a single ordered
block: Added, Changed, Fixed. No content removed; only reflowed.
Renames the [Unreleased] section to [0.36.0] in CHANGELOG, adds the
top-level summary, drops a fresh empty [Unreleased] above, and bumps
pyproject from 0.35.1.
Also fixes the third Devin Review finding on this PR: the CLI
ReadTimeout message hardcoded QUERY_TIMEOUT_S (300s) so a 30s-default
call (agnes catalog, agnes auth, …) reported a wait window that
didn't match reality. _translate_transport_error now takes the actual
httpx timeout from the calling helper; the BQ-job advisory only
appears for calls where the timeout was set ≥ 60s.
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.
Five hottest BQ-touching endpoints were `async def` but invoked synchronous
DuckDB / BQ-extension calls inside the body. Under uvicorn's single event
loop that meant a single heavy `agnes query --remote` (waiting up to
~200 s for BQ's jobs.query) froze EVERY other request — /api/health,
dashboard, auth, even another query — for the full BQ wait. Operators
saw "VM idle, app frozen" during PR #188's testing.
Convert to plain `def` so FastAPI auto-offloads the body to the anyio
thread pool. Event loop stays free for non-BQ requests.
- app/api/query.py:execute_query
- app/api/v2_scan.py:scan_estimate_endpoint, scan_endpoint
- app/api/v2_sample.py:sample
- app/api/v2_schema.py:schema
Audit: 0 `await` statements in any converted handler (verified file-by-
file), so the rename is safe. Tests in tests/test_v2_*.py called the
handlers via `asyncio.run(...)` which now fails on a non-coroutine return;
swapped for direct calls (asyncio.run( -> ( ) — keeps paren balance).
Plus AGNES_THREADPOOL_SIZE env var (default 200, was anyio's stock 40)
in app/main.py:lifespan. Set via
anyio.to_thread.current_default_thread_limiter().total_tokens. 200 is
comfortable headroom for <50 concurrent analysts; bump for more.
480/480 impacted tests pass (the 2 remaining errors are a pre-existing
fixture setup issue in test_reader_smoke_matrix.py unrelated to this
change).
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.
The download loop in cli/lib/pull.py was strictly serial — N tables took
Σ stream_download(t_i). With the Caddy file_server change in this PR,
the server can now sustain many parallel sendfile transfers without
blocking app workers, so the client-side serialization became the new
bottleneck.
Switch to ThreadPoolExecutor capped by AGNES_PULL_PARALLELISM (default 4,
set 1 to restore pre-PR serial). 4 matches typical home-broadband
saturation without over-subscribing the analyst's NIC. Drops to serial
when len(to_download) <= 1 to avoid executor overhead in the common
single-table case.
Per-table error semantics preserved via (tid, entry, err) tuple — a
failure on one parquet doesn't abort the rest of the batch.
Verified end-to-end against a dev VM with the new Caddy file_server
deployed: 2-table pull through agnes CLI works under the new concurrency.
