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feat: sql command — DuckDB queries over stored documents (CLI, API, MCP, UI)#18

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feat/sql-command
Jun 11, 2026
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feat: sql command — DuckDB queries over stored documents (CLI, API, MCP, UI)#18
tarasyarema merged 11 commits into
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feat/sql-command

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Summary

Adds a sandboxed sql op that runs DuckDB SQL over documents stored in a drive, exposed everywhere the ops registry reaches: CLI (agent-fs sql), HTTP API (POST /orgs/:orgId/ops), MCP tool, plus a SQL workbench in the live UI powered by DuckDB-WASM.

agent-fs sql "SELECT category, sum(amount) FROM '/finance/2026.csv' GROUP BY category"
agent-fs sql "SELECT s.name, t.tag FROM sales s JOIN tags t ON s.id = t.id" \
  -t sales=/data/sales.csv -t tags=/data/tags.parquet
agent-fs sql "SELECT count(*) FROM app.users" -t app=/backups/app.db

Formats: csv, tsv, parquet, xlsx, json, ndjson/jsonl (text formats also .gz), sqlite (.db/.sqlite/.sqlite3 — tables exposed as <name>.<table>), .duckdb.

Making a document SQL-able: quoted drive-path literals in the query (FROM '/data/sales.csv'), named tables bindings, or a format override for non-standard extensions (-t logs=/raw/data.txt:csv). Docs: docs/sql.md.

Security model

The hosted API is multitenant, so user SQL is untrusted. Probing showed DuckDB's allowed_directories sandbox is bypassed by the sqlite extension (it performs its own file I/O — a file outside the sandbox was readable post-lockdown via ATTACH). The op therefore:

  1. Materializes every referenced document into in-memory tables during setup — sqlite databases through an isolated bridge instance converted to parquet, so the instance executing user SQL never loads the sqlite extension
  2. Then disables the local filesystem, cuts external access, and locks configuration before any user SQL runs
  3. Deletes temp files before the query phase

Covered by tests: /etc/passwd reads, http(s) fetches, ATTACH, sqlite_scan, COPY ... TO, and SET all fail with VALIDATION_ERROR. Limits (env-tunable): AGENT_FS_SQL_TIMEOUT_MS (30s, interrupt-based), AGENT_FS_SQL_MAX_FILE_BYTES (256MB), AGENT_FS_SQL_MEMORY_LIMIT (512MB), maxRows 1000 default / 10000 max.

Changes

  • core: sql op (packages/core/src/ops/sql.ts), registry + RBAC (viewer), data-file MIME types (parquet/tsv/sqlite/ndjson), @duckdb/node-api pinned exact (1.5.3-r.3) given the 2025 npm supply-chain incident on DuckDB packages
  • cli: agent-fs sql [query] -t name=path[:format] --max-rows N, stdin queries, aligned-table formatter; dep marked --external in the npm bundle (per-platform binaries resolve via DuckDB's own optionalDependencies)
  • server/mcp: no new routes — exposed automatically via ops dispatch, MCP tool registry, and OpenAPI (docs/openapi.json regenerated)
  • live: SQL workbench at /sql/~/:orgId/:driveId — document picker, Monaco editor (Cmd+Enter), results table + hand-rolled SVG bar/line charts, CSV/JSON export, "Query" button on queryable files. Dual engine: DuckDB-WASM 1.32.0 in-browser for csv/tsv/parquet/json/ndjson (lazy chunk; bytes fetched via the authenticated API to avoid S3 CORS), automatic server fallback for xlsx/sqlite/duckdb (excel ext is broken in wasm, sqlite_scanner flaky)
  • docs/skill: docs/sql.md, landing docs registration + llms.txt, SKILL.md command table/workflow/triggers, README bullet; versions synced to 0.8.2

Testing

  • 23 new core unit tests (formats, joins, gz, value conversion, truncation, multi-statement, all sandbox escapes) — bun test packages/core
  • 5 new CLI binding-parser tests
  • 15 new e2e tests in scripts/e2e.ts exercising CLI + raw HTTP API + MCP against Docker MinIO with real parquet/xlsx/sqlite fixtures — suite passes 96/96
  • bun run typecheck clean; full bun run test 415 pass / 0 fail; npm bundle builds; landing/ and live/ build under pnpm

…CP, UI)

Adds a sandboxed `sql` op that runs DuckDB SQL over drive documents:
csv, tsv, parquet, xlsx, json, ndjson/jsonl (text formats also .gz),
sqlite (.db/.sqlite/.sqlite3, tables exposed as <name>.<table>), and
.duckdb. Documents are referenced by quoted drive-path literals
(SELECT * FROM '/data/sales.csv'), bound as named tables, or format-
overridden to make any document queryable (-t logs=/raw/data.txt:csv).

Security: the sqlite extension bypasses DuckDB's allowed_directories
sandbox (own file I/O), so all inputs are materialized into in-memory
tables during setup — sqlite via an isolated bridge instance converted
to parquet — then the local filesystem is disabled, external access cut,
and configuration locked before any user SQL runs. Interrupt-based
timeout, per-file size cap, and memory limit are env-tunable.

- core: sql op + registry/RBAC (viewer) + data-file mime types
- cli: `agent-fs sql` with repeatable -t bindings, stdin, --max-rows,
  aligned table output; @duckdb/node-api marked external in the bundle
- server/mcp: exposed automatically via ops dispatch + tool registry
- live: SQL workbench at /sql/~/:orgId/:driveId — DuckDB-WASM in the
  browser for csv/tsv/parquet/json, automatic server fallback for
  xlsx/sqlite/duckdb; results table, SVG charts, CSV/JSON export,
  "Query" button on queryable files
- e2e: 15 new tests (CLI + raw API + MCP) against MinIO — suite 96/96
- docs: docs/sql.md + landing registration + SKILL.md; versions synced
  to 0.8.2
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agent-fs-landing Ready Ready Preview, Comment Jun 11, 2026 5:07pm
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Comment thread live/src/lib/sql-engine/duckdb.ts
Comment thread live/src/lib/sql-engine/types.ts
…SQL UX

Adds a shared DataGrid (TanStack Table + react-virtual) used by both the SQL
results panel and a new default preview for tabular/data documents, plus a
batch of SQL workbench UX fixes from QA.

DataGrid & previews:
- live/src/components/data-grid/DataGrid.tsx — headless, virtualized, themed
  grid (sort, resize, type tooltips, dimmed NULLs); replaces the hand-rolled
  results table.
- TablePreviewViewer — csv/tsv/ndjson/parquet/xlsx render as a grid by default
  via the SQL engine (server-side, so previews work even when the raw-bytes
  presigned fetch is CORS-blocked); csv/tsv/ndjson keep a Source toggle.
- DatabasePreviewViewer — sqlite/duckdb files list their tables and preview the
  selected one in the grid.
- FileViewer: route tabular/db files to these previews; office binaries
  (doc/docx/ppt/pptx/xls/odt…) no longer render as garbled text — they fall
  back to the download view.

SQL workbench:
- Engine control is now a Browser/Server toggle with tooltips, reflecting the
  effective engine; Browser disabled (with reason) when unsupported.
- Browser-load size estimate; sizes on doc chips and preview footers.
- sqlite/duckdb seeding introspects tables → seeds a working `schema.table`
  query (fixes the path-literal error on database files).
- Cmd/Ctrl+Enter runs via Monaco addAction (reliable keybinding).
- Editor autocompletes bound table and `schema.table` names.

Misc:
- Switching connection/org/drive resets to `/`.
- Correct the MinIO-gated op-registry count assertion (now 29, includes sql).
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Update: shared DataGrid + tabular/database file previews + SQL UX (commit b15f9c4)

Adds the web UI layer on top of the SQL op:

  • Shared DataGrid (TanStack Table + react-virtual) — virtualized, themed; powers both the SQL results panel and file previews.
  • Default previews for data files — csv/tsv/ndjson/parquet/xlsx render as a grid; sqlite/duckdb get a table-switcher preview. Previews run through the SQL engine (server-side), so they work even where the raw-bytes presigned fetch is CORS-blocked.
  • Office binaries (doc/docx/ppt/pptx/xls/odt…) now fall back to the download view instead of dumping binary as text.
  • SQL workbench UX: Browser/Server engine toggle with tooltips + load-size estimate; sqlite/duckdb seeding introspects tables for a working schema.table starter query; Cmd/Ctrl+Enter via Monaco addAction; editor autocompletes bound table / schema.table names; switching connection/org/drive resets to /.

All verified in a real headless-Chrome pass (images, video, markdown, pdf, csv grid, sqlite table preview, docx fallback). Changes are live/-only except a one-line fix to a MinIO-gated op-registry count assertion (now 29, includes sql).

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Comment thread packages/core/src/ops/sql.ts Outdated
Comment thread packages/core/src/ops/sql.ts Outdated
- sitemap.xml + sitemap.md: add /docs/sql (IndexNow submits it on deploy, since
  it parses sitemap.xml).
- DocsPage: per-document SEO meta — unique <title>, description, canonical,
  Open Graph, Twitter, and TechArticle JSON-LD — so every doc page (including
  sql) is independently indexable and answer-engine citable.
- Re-sync public/docs/openapi.json to the 0.9.0 spec.

llms.txt already lists the SQL page (Reference + core commands); public/docs/sql.md
is synced from docs/sql.md by generate:md.

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Comment thread live/src/lib/sql-engine/index.ts Outdated
Comment thread packages/core/src/ops/sql.ts
…, cache, engine routing

Resolves the 6 P2 review findings:

core (packages/core/src/ops/sql.ts):
- Only rewrite path literals in FROM/JOIN table position, never value-position
  strings — `WHERE x = '/data/sales.csv'` is no longer clobbered.
- Honor a real .gz suffix even when the format is explicitly overridden, so the
  temp file keeps its .gz extension and DuckDB decompresses it.
- Uniquify duplicate result column names (e.g. two projected `id`s) so building
  row objects never drops data by key collision.

live (sql-engine):
- formatForPath strips an optional .gz suffix (and deriveTableName too); the
  document picker adds .gz globs — gzipped text docs are pickable/seedable.
- Browser-engine file registration keys on the current file revision (stat),
  so an edited doc re-registers instead of serving a stale buffer.
- canRunInBrowser is query-aware: a FROM/JOIN path literal that isn't a bound
  doc routes to the server (only it auto-binds bare path literals).

+ tests for path-literal scoping, gzip override, and duplicate columns.
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Addressed all 6 review findings (commit fc2fd19)

# Finding Fix
1 WASM cache key missing revision ensureRegistered now keys on the current file version (via stat), with a unique fallback — edited docs re-register instead of serving a stale buffer
2 gzip suffixes unrecognized in workbench formatForPath/deriveTableName strip an optional .gz; picker adds .csv.gz/.tsv.gz/.json.gz/.ndjson.gz globs
3 path-literal rewrite too broad only FROM/JOIN table-position literals are auto-bound/rewritten; value-position strings (WHERE x = '/data/sales.csv') are left untouched
4 gzip suffix lost on format override isGzip(path, format) honors a real .gz even with an explicit format, so the temp file keeps .csv.gz
5 unbound path literals ran in WASM canRunInBrowser is now query-aware — a FROM/JOIN path literal not in the bound docs routes to the server (which auto-binds it)
6 duplicate result columns collided duplicate column names are uniquified (id, id_2) so no projected column is dropped

Added core tests for #3, #4, #6. Full suite 474 pass / 0 fail; live build clean.

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Comment thread live/src/lib/sql-engine/duckdb.ts
Comment thread live/src/lib/sql-engine/duckdb.ts Outdated
…SM engine

Second review pass flagged the browser engine still had two issues the server
fix didn't cover:

- rewritePathLiterals now only rewrites FROM/JOIN path literals (matching the
  server), so a value-position string like `WHERE source = '/data/sales.csv'`
  is no longer clobbered in the browser engine.
- The persistent WASM db kept views from earlier runs; drop views that aren't
  bound in the current run (removed docs, org/drive switch) before querying, so
  a stale table name can't be selected out of scope.

Verified in headless Chrome: a seeded `FROM '/qa/sales.csv'` query runs in the
wasm engine (badge "wasm", 5 rows) with the new rewrite/view logic.

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Comment thread live/src/lib/sql-engine/duckdb.ts Outdated
Comment thread live/src/components/viewers/DatabasePreviewViewer.tsx
Third review pass:
- duckdb.ts: the browser engine built rows keyed by Arrow field name, so
  duplicate output columns collided. Uniquify names and read cells by column
  index (getChildAt) so a query projecting two `id`s keeps both — matching the
  server-side fix.
- DatabasePreviewViewer / TablePreviewViewer: guard async loads with a monotonic
  request token so a slow response for a previously-selected file/table can't
  overwrite the current preview (switching files or db tables quickly).
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Third review pass addressed (commit 1c18d27)

  • WASM duplicate columns (duckdb.ts): browser engine now uniquifies duplicate column names and reads cells by column index, matching the server-side fix — projecting two ids keeps both.
  • Stale preview responses (DatabasePreviewViewer + TablePreviewViewer): async loads are guarded by a monotonic request token, so a slow response for a previously-selected file/table can't overwrite the current preview.

Verified the WASM happy path still runs in-browser after the row-building change. All prior threads resolved.

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Comment thread packages/core/src/ops/sql.ts Outdated
…t the query

Fourth review pass: the deadline was armed only for the query phase, leaving
downloads, extension loads, the sqlite->parquet bridge, and table
materialization unbounded. Arm the timer before any work so it covers the full
operation — it interrupts the active DuckDB connection (extension load /
materialization / query) and a checkTimeout() guard stops between phases
(downloads and the bridge, where there's no connection to interrupt). The
sqlite bridge also checks the deadline between tables.
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Fourth review pass addressed (commit e0ef818): the query timeout is now armed before any setup work, so downloads, extension loads, the sqlite→parquet bridge, and materialization are all bounded — not just the final query. The active DuckDB connection is interrupted and phase boundaries check the deadline.

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Comment thread live/src/lib/sql-engine/duckdb.ts
Comment thread live/src/pages/SqlPage.tsx
…results

Fifth review pass:
- duckdb.ts: ensureRegistered now also drops registered file buffers that aren't
  bound in the current run (removed docs, org/drive switch), not just stale
  views — so an out-of-scope buffer can't be read.
- SqlPage: the workbench run() guards its result/error/running updates with a
  monotonic run token, so a slow earlier run can't clobber a newer one (rapid
  re-runs or an edited query), matching the preview viewers.
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Fifth review pass addressed (commit f122a91): WASM engine now drops stale registered file buffers (not just views) for docs no longer in scope, and the workbench run() guards its result updates with a run token so a slow earlier run can't clobber a newer one — matching the preview viewers.

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Comment thread packages/core/src/ops/sql.ts
Sixth review pass: the sqlite->parquet bridge runs on its own connection, so the
deadline could interrupt the main connection but not an in-flight bridge COPY.
Register the bridge connection with the timer so a timeout interrupts it too
(unregistered before close), completing timeout coverage across every phase.
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Sixth review pass addressed (commit 486815b): the sqlite→parquet bridge connection is now registered with the query deadline, so a timeout interrupts an in-flight bridge COPY too — completing timeout coverage across download, extension load, bridge, materialization, and query.

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Comment thread packages/core/src/ops/sql.ts Outdated
Seventh review pass: downloads were the last phase the timeout couldn't
interrupt — only checked between files. Thread an AbortSignal from the deadline
timer into AgentS3Client.getObject so an in-flight download is aborted on
timeout. Every phase (download, extension load, sqlite bridge, materialization,
query) is now interruptible.
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Seventh review pass addressed (commit 892ef08): S3 downloads now receive an AbortSignal from the query deadline, so an in-flight download is aborted on timeout. Every phase — download, extension load, sqlite bridge, materialization, and query — is now interruptible.

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// (e.g. `WHERE source = '/data/sales.csv'`) is never matched here.
const seenPaths = new Set<string>();
let docIdx = 1;
for (const match of params.query.matchAll(FROM_JOIN_PATH_RE)) {

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P2 Badge Ignore path literals inside SQL comments

Because this scans the raw SQL text before DuckDB parses it, FROM '/path.csv' inside a -- or /* ... */ comment is treated as a real document reference. If that commented example points at an existing large file, the request can fail the size limit or spend time downloading/materializing a file the actual query never uses (for example -- FROM '/big.csv'\nSELECT 1). The auto-bind pass should skip comments/string trivia or rely on parsed table references.

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function starterForDatabase(table: string, tables: string[]): string {
if (tables.length === 0) return `-- ${table} has no tables`
const list = tables.map((t) => `${table}.${t}`).join(", ")
return `-- tables: ${list}\nSELECT * FROM ${table}.${tables[0]} LIMIT 100`

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P2 Badge Quote database table names in starter queries

When a pre-bound SQLite/DuckDB file's first table is not a plain identifier (e.g. order details, 2025-sales, or a reserved word), this generated starter query is invalid even though the preview path handles those tables by quoting identifiers. Quote both the schema and discovered table name here so opening a database file seeds a runnable query for valid database table names.

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@tarasyarema tarasyarema merged commit 8c15da7 into main Jun 11, 2026
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@tarasyarema tarasyarema deleted the feat/sql-command branch June 11, 2026 17:14
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