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c1fee360457c65e784fe0c7055f91e171a7b7da5
221
Commits
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a356950bce |
feat: expose queued Function refresh status (#4959)
## Problem The existing Function `column_status` surface cannot decode the Agent scheduler's `queued` state or the `failure_threshold_reached` and `binding_revision_missing` blocked reasons. It also preserves only the latest refresh job, so a later cancellation can hide an earlier actual failure. ## Change - Adds the `queued`, `failure_threshold_reached`, and `binding_revision_missing` wire states in Rust, Python, and Node. The wire change is additive, while Rust callers must update exhaustive enum matches and public struct literals. - Adds optional `last_failure_job` alongside `last_refresh_job`. The latest cancellation and the most recent actual failure retain separate meanings. - Reuses the canonical Rust `JobFailure` and existing Python/Node `JobFailureInfo` models for nested job failure details instead of introducing a parallel status error model. - Maps the existing public `sql_job_id` field through Node's `JobFailureInfo`. - Keeps `column_status`, `column_statuses`, and `wait_fresh` as the existing API surfaces. There is no new endpoint, row-error list, durable ledger, or unknown-enum fallback. - Documents `queued` versus `running` and the separate latest-attempt and latest-failure jobs in the existing hidden freshness release draft. The new status values are additive but cross-service: `queued`, the two new blocked reasons, and `last_failure_job` require matching Agent/QN and SDK deployments before clients can rely on them. This SDK follow-up does not change the normal `7cc3904a` dependency pin or claim whole ENT-3487 completion. ## Validation The tested private source is `b19c8adbdc936c5976def6c17be47f6d5e3faf3e`, based on product commit `c9bac25ecb8b73b1bd0256bbea65c2621bcf6a94`. The final product docs commit changes generated TypeDoc only. - Rust: 2 selected tests passed, 0 failed, exit 0. The same two Rust blobs are unchanged from their tested `788ef85b` source through `c9bac25e`. - Python: the PyO3 extension built successfully, and the selected native PyO3 SDK test against a mock HTTP REST transport passed 1/0, exit 0. The test requests pinned version 42. - Node: the addon and TypeScript builds passed, Biome passed, and the selected Jest transport test passed 1/0 with 57 filtered tests. Addon SHA-256: `c888e260b61d41e79689ed2f20dd0dc98586a2377ce34f21610b06111734d426`. - Python extension SHA-256: `36c961d8a0cbd2e102a7765f2e47efb4c5af6310baa6262c8e3120407463da2b`. - TypeDoc was generated from the native `native.d.ts` produced by that Node build. A second generation produced no remaining diff. The public diff contains only product, test, and generated API documentation changes. Native runner scripts and preserved compile-failure logs remain private validation evidence. Agent/QN production mapping, mixed-version rollout, and the remaining ENT-3487 server-side work are tracked separately. |
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7cc3904a7e |
feat: expose exact Function column freshness (#4958)
## Problem Function-backed columns need an exact `fresh`, `stale`, `never_computed`, and `failed` partition for the table version a caller is reading. The existing error listing is capped, and composing it with job and schema listings cannot prove which rows currently failed. ## Behavior - Adds a strict freshness reader beside the existing permissive planner. It distinguishes an absent certificate from legacy evidence that omits failures, and from a current certificate carrying failure coverage. - Extends the immutable freshness sidecar with per-fragment known and failed row bitmaps. Partial or `WHERE` publications cover only observed rows; untouched rows stay unknown. Deleted rows do not block classification. - Adds failure-aware whole-fragment and row-repair writers. A rejected older attempt cannot overwrite failure evidence already recorded for a newer input signature. - Adds `column_status`, `column_statuses`, and `wait_fresh` to Python and the corresponding Node methods. The client calls the server's exact status endpoint, validates the four-way partition and one-version guarantee, and preserves the complete Function version, last-job, and automatic-refresh metadata. - Adds an MDX-commented draft usage section to the Enterprise computed-column refresh guide, covering Python, Rust, and TypeScript and remaining hidden until the server integration ships. - Sends `column`, `branch`, and exact `version` selectors to the status route. A pinned handle rejects a nonempty response from any other table version; latest handles keep the existing read-freshness headers. - Retries `wait_fresh` only for HTTP 503 with `function_column_status_finalization_pending`. Existing failed rows remain visible and do not keep the wait pending; other errors propagate. - Models the shared scheduler projection, including `up_to_date`, real `blocked` states, their reason, failure streak, and effective cooldown. ## Validation This is the SDK side of ENT-3563. Sophon's failure-coverage publication and status endpoint are a separate integration; deployed end-to-end and whole-ticket acceptance remain pending. - Rust: 9 exact freshness/status tests passed, plus 1 exact latest-handle freshness-header test. The pinned transport test was extended with a wrong-version response and rerun at `ebd6649a` (1 passed). Coverage includes untouched partial rows, selected-row failure clearing, cross-generation evidence, typed and non-retried errors, `up_to_date`, blocked scheduler fields, and exact-version requests. - Python: 2 native PyO3 remote-transport tests passed together, including typed retry; one local facade test reaches the existing unsupported boundary. - Node: the NAPI addon built successfully, TypeScript and Biome passed, and the selected native remote-transport test passed 1/0, including exact-version selection and blocked scheduler metadata. - `cargo fmt`, `git diff --check`, Ruff format/lint, Python compile, Biome, and TypeScript checks passed. Validation is mapped by the relevant unchanged source rather than treated as one final-head run: the nine Rust tests ran at `e4d51fc8`, the latest-header and Python remote tests at `31e68b7d`, the local Python test and Node build at `6f213584`, and the final TypeScript/Jest delta at `4f2d5c27`. The final product tree excludes those five private EC2 runner files and adds six generated TypeDoc files plus one hidden draft usage section in the computed-column refresh guide. The Node delta corrected a private TypeScript command and reused the unchanged native addon. |
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cf8e6d0fd4 |
feat: expose Function call concurrency limits (#4956)
## Summary Adds an optional `max_concurrency` setting to Function registration and explicit refresh: - A registered Function version can define the default maximum number of user-code calls in flight for one logical execution. - A refresh can override that default for that execution only. - The value must be a positive `u32` and is independent from `resource_budget`; it is not an account-wide quota. - Omitting the option preserves the previous request payload. Local embedded refreshes reject this Enterprise-only option. Rust, Python sync/async, PyO3, and the existing Node refresh surface forward the option. Node has no Function registration surface today, so no registration API is added there. The generated TypeDoc pages are included for the new public option. ## Validation The native-tested source covers Function version decoding, registration validation and serialization, the Flight SQL registration ticket and returned version, remote refresh forwarding, local rejection, and Node's numeric boundary before conversion. Exact stage results are Rust `1+3` plus four remote cases at `1` each; Python `14/1/49/24`; Node `57` remote and `1` local rejection. Ruff, standard repository Pyright, and Biome passed. The tested Python extension was `21aa256a970f4a16ea8253d68401d0fc573d946412e8752155dfcad63f30654d`; the tested Node addon and generated native declaration were `f6089f861981f96f8ce0f6dbef43de0907b9eeb4b63e84cdd5da14e00d6cbd30` and `4c4ceb205824075d706897c726c215dcf839880c757f0d0582d24cec5f938416`. The final 24-file diff preserves the 22 tested product/test/fixture/source-doc blobs and adds only two generated TypeDoc pages. |
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4d22c0ce2b |
feat: expose Function refresh resource budgets in SDKs (#4951)
## Summary - Add the canonical Rust `FunctionWorkerResourceBudget` and `RefreshColumnOptions::resource_budget()` for explicit Enterprise Function refreshes. - Forward the nested budget through Python sync/async, PyO3, Rust remote requests, Node NAPI, and TypeScript. - Require positive CPU and memory values; normalize an omitted nested GPU count to numeric zero; reject the nested budget when combined with the top-level `gpu_count` shorthand. - Reject `resource_budget` on LanceDB Embedded refresh paths instead of silently ignoring it. - Document the Rust, Python, and TypeScript APIs, including that SQL servers currently require all three budget fields. The Rust, Python, and TypeScript additions use `cpu_millis` / `cpuMillis`, `memory_bytes` / `memoryBytes`, and `gpu_count` / `gpuCount`. The top-level GPU shorthand keeps its existing behavior and remains mutually exclusive with the complete nested budget. ## Scope and compatibility This change configures only the explicit refresh call. It does not configure `add_columns` automatic refresh and does not introduce a fleet-wide call-cap interface. A LanceDB Enterprise server must expose the nested `resource_budget` backfill contract. LanceDB Embedded continues to support its existing expression refresh defaults and rejects the new complete budget explicitly. ## Validation Validated against the final signed product source: - Rust: resource-budget remote serialization test `2 passed`; validation test `1 passed`. - Python: actual PyO3 build; remote-request matrix `22 passed`; invalid-option matrix `20 passed`; local rejection `22 passed`; Ruff check and format clean. - Repository-standard Pyright entry point: `0 errors`, within the repository's configured include set. - Node: native build and Biome lint passed; the existing remote-request test `1 passed`, including fractional, negative, overflow, NaN, and infinity nested GPU cases; the existing local-rejection test `1 passed`. - TypeDoc generation and generated-document cleanliness passed. - The native-tested product source differs from this head only in two semantically equivalent Node range checks required by Clippy. Current CI compiles and lints the final blobs. No dependency or lockfile changes are included. |
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546a28ad2c | feat: support remote compaction tuning and table inheritance (#4886) | ||
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2af85bea89 |
feat: expose the remaining refresh options on the SDKs (#4890)
The server's backfill request takes a row filter, failure limits, per-call timeouts and worker sizing, and SQL exposes all of them through `REFRESH COLUMN ... WHERE ... WITH (...)`, but the typed SDKs could send only batch_size, GPU placement and the retry and error policies. Anyone needing a filtered refresh or a bounded skip policy had to drop to SQL. This adds `where`, `max_failed_fraction`, `max_failed_rows`, `row_timeout_seconds`, `init_timeout_seconds`, `num_workers` and `max_executor_processes_per_worker` to Python, Rust and Node, passed through unchanged. `RefreshColumnOptions` now serializes straight into the request body, so the three SDKs share one producer. Node gets a `RefreshColumnOptions` object, which also carries the options it lacked before. A LanceDB Embedded refresh rejects every option other than batch_size and GPU placement, naming the option. |
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edc49e60e2 |
feat: expose Function failure tracebacks (#4861)
Function refresh failures and skipped-row diagnostics lose the traceback when decoded by the SDK. Expose the server-provided optional `traceback` on job failure details and Function error records in Rust, Python, and Node.js, while keeping existing compact error messages. Responses from older servers remain supported when the field is absent. Tracebacks may be truncated by the server. The Rust `Error::JobFailed` variant now stores `Box<JobFailure>` so the added diagnostics do not enlarge every `Result` error payload. |
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a9ad499781 |
feat: support remote table compaction via SQL OPTIMIZE TABLE statement (#4802)
`Table::optimize()` previously returned `NotSupported` for remote tables. This PR wires it to the LanceDB Enterprise server's `OPTIMIZE TABLE ... REWRITE DATA` SQL statement, submitted over Flight SQL. Only `OptimizeAction::Compact` without a custom `remap_options` or non-default `CompactionOptions` is supported remotely. `OptimizeAction::All`, `::Prune`, and `::Index` all return a clear `NotSupported` error instead of silently doing the wrong thing. A branch-scoped table handle submits a `WITH (branch = '<branch>')` clause; the statement doesn't validate the branch exists itself, so an unknown branch surfaces as an async job failure rather than an error from this call. The server's SQL job adapter doesn't expose compaction metrics, so `OptimizeStats::compaction` is `Some(CompactionMetrics::default())`, a placeholder rather than real numbers — it must still be `Some`, since callers (including the Python/Node bindings) unwrap it unconditionally on success. This mirrors how `refresh_materialized_view_async` already handles the same limitation for its own metrics. The Python and Node `optimize()` convenience methods call a new shared `Table::optimize_full`, which runs `Compact` and then, on a remote table, skips `Prune` and `Index` instead of attempting and failing on them — returning zeroed prune stats rather than submitting a compaction job and then raising. Python's `RemoteTable.optimize()` also now forwards `compaction_options` to the Rust layer, so a non-default value is rejected before submission instead of being silently dropped. --------- Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> |
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8d10f25121 |
feat(nodejs): expose structured job progress (#4815)
TypeScript job handles now expose structured progress through `progress()` and an optional synchronous callback to `wait()`. Snapshots preserve unknown fields and missing counters, and job listings include progress and pause state. Existing `status()` strings and no-argument `wait()` behavior remain compatible. Wait callbacks observe the existing backend poller. Observer exceptions are logged without changing the job outcome. A best-effort ETA is available only from compatible samples with positive progress, and is omitted during initialization, queueing, or pause. Part of ENT-3500. --------- Co-authored-by: EC2 Default User <ec2-user@ip-172-31-12-104.us-east-2.compute.internal> |
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2d70bec53a |
feat: add UTM-tagged docs links to SDK warnings and enterprise-only errors (#4797)
Add a central documentation link registry (`lancedb::docs::DocLink`) in the Rust core that builds `docs.lancedb.com` URLs with UTM parameters (`utm_source=lancedb_sdk`, `utm_medium=warning|error`, `utm_campaign=<id>`, `utm_content=<sdk>-<version>`) placed before any `#anchor` fragment and without user-identifying data. - Initialize `utm_content` per language binding (`python`, `nodejs`, `cli`, defaulting to `rust`) and expose the link builder to Python so `DBConnection` and `Job` stubs reuse the core definitions. - Append published documentation links to Enterprise-only `NotSupported` / `NotImplementedError` errors across database, job, catalog, and table operations. - Emit rate-limited maintenance warnings (once per table per process when `warn` logging is enabled) when opening a native table with at least 100 small fragments (`< 100k` physical rows each) or at least 1,000,000 unindexed rows on an optimizable user index, reading only manifest metadata without opening data or `_indices/` files, and document the thresholds in the compaction and reindexing guides. - Verify published/in-repo `docs/web/` targets and `#anchor` fragments in unit tests and include extracted SDK links in the scheduled `docs-link-check` workflow. Linear: OSS-2772 |
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f2bcb156ad |
feat: expose approx_mode on vector queries
`ApproxMode` landed in the Rust core in #3549, but the Python and Node.js bindings were never plumbed, so `approx_mode` is unreachable from either SDK. Both were built mirroring the existing `ef` plumbing. Co-authored-by: Leo <leo@insight.co> |
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9e65bd2c27 |
docs: use Enterprise terminology across website and SDK documentation (#4787)
Use “LanceDB Enterprise” throughout the staged website guides, SDK reference sources, generated API pages, and user-facing SDK messages. A separate branded “LanceDB Distributed” name adds terminology without clarifying behavior; describe where operations run directly. - Update `docs/web`, including the architecture diagram title and alt text. Use Enterprise in headings, table labels, and prose; simplify redundant product/execution-model wording and name the product only once in the diagram alt text. - Update Python docstrings and the Python/Java reference pages, TypeScript comments and native declaration comments, and Rust API documentation. Regenerate the TypeScript reference, including 24 replacements across six pages. - Update SDK warnings/errors and existing test expectations to match, along with contributor guidance and Vale rules. Remove the obsolete rule distinguishing Enterprise from Distributed. - Keep lowercase “distributed” for technical descriptions. API identifiers, anchors, asset paths, and execution behavior are unchanged. No branded-name exceptions are proposed. Validation: - Python and Node native builds succeeded; focused Python tests passed (36 passed, 4 skipped), and focused Node tests passed (14). - TypeDoc generation and the complete MkDocs reference build passed. MkDocs retains an existing unresolved `lancedb.functions.SecretReference` cross-reference. - Rust formatting, Node lint/format, changed-file Python lint/format, 32 Vale tests, and whitespace checks passed. Repository-wide Python lint has 48 existing findings in six untouched files. - Combined documentation assembly passed. Mintlify validation and link/anchor/redirect checks previously passed for both site builds; no code snippets changed. Companion PRs: [saved editions, terminology guide, and shared rules](https://github.com/lancedb/docs/pull/413), [Enterprise overview and writing rules](https://github.com/lancedb/sophon/pull/9511). --------- Co-authored-by: Brendan Clement <brendan.clement@lancedb.com> |
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d316cbbed4 |
fix!: support opt-in PKCE for device-code login (#4747)
## Problem and change
Some Keycloak client policies require S256 PKCE during device-code
login. Sending those parameters unconditionally breaks interoperability
with providers that expect standard RFC 8628 requests.
Configure device login with `OAuthFlow::DeviceCode(DeviceCodeOptions)`,
following the existing authorization-code options pattern.
`DeviceCodeOptions::new()` keeps PKCE disabled; `.use_pkce(true)` sends
an S256 challenge during device authorization and its matching verifier
during token polling. There is no automatic downgrade, and enabling PKCE
preserves the existing token-cache identity. Python, Node, and CLI
conversions retain ordinary device login without PKCE.
OIDC discovery and token requests now include a versioned User-Agent.
`env!("CARGO_PKG_VERSION")` is expanded at compile time and embeds the
version in the binary; no Cargo environment variable is needed when
running an installed binary or native binding.
The supported-flows guide documents the Rust-only device PKCE option and
its default.
## Rust API migration
BREAKING CHANGE: `OAuthFlow::DeviceCode` now carries
`DeviceCodeOptions`. Replace construction with
`OAuthFlow::DeviceCode(DeviceCodeOptions::new())` or
`OAuthFlow::DeviceCode(Default::default())`, and match with
`OAuthFlow::DeviceCode(_)`. Import `DeviceCodeOptions` from
`lancedb::remote` to opt into PKCE. Python and TypeScript public APIs
are unchanged.
## Validation
- `cargo +1.97.1 test --locked -p lancedb --features remote --lib
remote::`: 679 passed, including PKCE-on/off polling, option defaults,
User-Agent headers, and cache identity.
- `cargo +1.97.1 test --locked -p lancedb-python -p lancedb-nodejs --lib
test_device_code_conversion`: both native-binding conversion tests
passed.
- `cargo +1.97.1 test --locked -p lancedb --features remote --doc
remote::`: 6 passed, including the new options example and updated
session examples.
- `cargo +1.97.1 test --locked -p lancedb-cli --lib auth::tests::`: 11
passed.
- `cargo +1.97.1 fmt --all -- --check` and `git diff --check`: passed.
- A compiled version-string check ran successfully with
`CARGO_PKG_VERSION` unset at runtime.
---------
Co-authored-by: Ryan Haynes <ryan.haynes@lancedb.com>
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7ea10fa1e0 |
feat(node): expose targetPartitionSize on IVF index options (#4594)
The Node SDK's vector index options only take `numPartitions`. The Rust index builders (`target_partition_size` in `rust/lancedb/src/index/vector.rs`) and the Python SDK already support a target partition size, so this adds `targetPartitionSize` to `IvfPqOptions`, `IvfRqOptions`, `IvfFlatOptions`, `HnswPqOptions` and `HnswSqOptions` and passes it to their builders. When both are set, `numPartitions` is used, as it is for Rust and Python callers. The reason to want it: an index built from a partition count records no target partition size, so `table.optimize()` splits and joins it against the index type's default and can merge small partitions down to one or two. Building with a target records it in the index details, and optimize keeps to it. https://github.com/lance-format/lance/pull/10154 fixes this on the Lance side for indexes built from a partition count; this lets Node users set the size directly. The new tests build IvfPq, IvfFlat, IvfRq, IvfHnswPq and IvfHnswSq indexes with `targetPartitionSize` and check the size recorded in the index details, and check that `numPartitions` wins when both are set. Each option's doc comment states that index type's default target. Docs regenerated with `pnpm run docs`. |
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4d7a64712f |
docs: adopt Embedded/Distributed terminology across docs and SDKs (#4713)
## Summary Adopts the product terminology guide across the docs site pages, SDK docstrings and error messages. "LanceDB OSS" and local mode become **LanceDB Embedded**. "Remote" as the execution model becomes **LanceDB Distributed**, which LanceDB Enterprise provides. Where free vs paid is the point, pages contrast "LanceDB Embedded (open source)" with "LanceDB Enterprise". This is a first trial of the Embedded name, so reviewers can judge it in context. - **Embedded vs Distributed** for where execution runs (`optimize()`, consistency, branching, maintenance). Main pages define it once: "LanceDB Enterprise runs LanceDB Distributed: …" - **LanceDB Cloud** is kept only for legacy-Cloud specifics (`db://` region, the brute-force KNN limit) and marked legacy. "Cloud and Enterprise" becomes Enterprise or Distributed. - **Plan executor** becomes "executor" or the fleet name. - **Error messages** change, e.g. `optimize is not supported for remote tables.` → `... in LanceDB Distributed.` Tests that match on them are updated. - **Vale rules** (`EmbeddedName`, `OSSProduct`, `RemoteExecution`, `DistributedEnterprise`, `LegacyCloud`, `InternalNames`) enforce the terms in prose. Unchanged: identifiers (`availability.oss`, the `remote` module and feature, `RemoteTable`, `db://`), heading anchors, internal code comments, and Geneva. ## Evidence - Rust lib tests for the changed messages and the Python tests in `test_remote_db.py`, `test_materialized_views.py` and `test_table.py` pass locally. - Not run locally: - The Node tests: `remote.test.ts` and `table.test.ts` have updated assertions. - Vale. - The `experimental_functions`-marked materialized-view tests. - `docs/src` API reference was hand-edited to match the docstrings rather than regenerated. ## Merge Risk **Door:** two-way; prose and message text only. **Blast Radius:** `docs`, `error-messages`: callers matching on old error strings would break. Companion PRs: lancedb/docs (assembler labels, STYLE.md) and sophon (Enterprise pages). 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com> |
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057a39a1c7 |
docs: row counts in list_indices can be set for remote tables
Remote list_indices fills num_indexed_rows / num_unindexed_rows from the server's enriched response and only leaves them unset for servers that do not report them. The Node and Rust documentation previously implied those fields were always unavailable for remote tables. Synchronize the generated TypeScript API reference with the Node source comments. Closes #4301 Co-authored-by: desty <lee.ji.myung@gmail.com> |
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edb79d38e3 |
docs: correct the documented default retry statuses (#3964)
#2349 changed the default retryable status codes to `[409, 429, 500, 502, 503, 504]`, but only the Rust docstring was updated. The Python and TypeScript bindings — and the generated TypeScript API reference — still document the old `[429, 500, 502, 503]`. The actual default is set in `ResolvedRetryConfig::try_from` in `rust/lancedb/src/remote/retry.rs`, and `rust/lancedb/src/remote/client.rs` already documents it correctly. This brings the other three in line. Docs only — no behavior change. Split out from #3963 per the "one problem at a time" guidance in `CONTRIBUTING.md`. |
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12d86ea251 |
feat(nodejs): add col() expression builder for camelCase column names
## Summary Fixes #3211 by exposing the shared Rust/DataFusion expression builder through Node bindings. Case-sensitive references such as `col("firstName")` can be composed and passed to `where()`, while SQL strings remain supported. The expression-object representation follows [the design requested on #3290](https://github.com/lancedb/lancedb/pull/3290#discussion_r3632371998). That earlier PR remains open; no claim is made that the issue was unclaimed or that maintainers have selected this implementation. ## Review corrections - Construct the named native struct correctly and parse casts through `arrow_schema::DataType`. - Preserve numeric values: use Int64 only for JavaScript safe integers; retain Float64 otherwise. Explicit `litInt` rejects unsupported numbers with a documented `RangeError`. - Correct test syntax/API calls and align SQL assertions with the shared dialect, including reserved and case-sensitive names. - Use typed, isolated temporary test tables with cleanup, and cover an actual large-number filter threshold. - Document the public methods and commit generated API documentation. Synced with current main `0bceaaf3` through a normal merge. The diff is limited to seven Node source/test/config files and eleven generated documentation files; no Rust core change. ## Validation [Linux validation run](https://github.com/Ganesh1729-ui/lancedb/actions/runs/38244794288) on Node 24 / Rust 1.97.0 with the repository's `ci` profile and `remote,lancedb/metrics-otel` features: - Rebuilt native addon, TypeScript build, Biome, Rust formatting and native Clippy pass. - Expression/query/Arrow/table suites: **1,129 passed**; expression suite repeated: **42 passed**. - Using the original JavaScript numeric dispatch with the rebuilt addon: **8 regressions fail, 2 controls pass**. - Strict TypeDoc generation passes. Final local typing/docs/lint checks pass; the PR source equals the validated source except for the separate validation workflow, which is excluded from this PR. Full provider/model/S3, other feature combinations and OS/Node matrices were not run in this follow-up. Upstream checks and maintainer review remain separate. ## AI assistance AI was used for implementation, review and testing. No prior human review is claimed. |
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bb6aa1a147 |
feat: add a cascade option to drop_database (#4697)
The remote catalog could only drop an empty database: it always asked
the server for a restricted drop.
`DropDatabaseRequest::cascade`, `drop_database(..., cascade=True)` in
Python and `dropDatabase(name, { cascade: true })` in TypeScript ask the
server to drop everything in the database first. The name stays taken
until the server finishes cleaning up the dropped objects' storage. A
restricted drop remains the default.
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2cd635d41c |
fix: correct remote materialized view refresh results and options (#4672)
Remote materialized-view refreshes drained the SQL result and then fabricated `mode=rebuild`, `rows_written=<total view rows>`, and `source_version=0`. This made incremental refreshes report incorrect statistics. Make these three result fields optional across Rust, Python, and TypeScript, and leave them unset for remote SQL refreshes. Remove the post-refresh row count request. Local refreshes continue to populate all metrics, and `version` remains the view version observed after completion. Remote per-operation statistics remain unavailable until the SQL job adapter can retrieve them. Expose the forced-rebuild option through the Rust builder, synchronous/asynchronous Python refresh and job methods, and TypeScript refresh. Remote `full=true` sends `WITH (full = true)`; the default lets the server choose its refresh mode. Local source-version pinning and remote job cancellation are preserved. Local refresh regression tests respect the `experimental-functions` build gate, while remote refresh coverage also runs in default builds. Validation: - Rust: 20 materialized-view tests and 21 remote SQL tests passed with `remote,experimental-functions`; `cargo fmt --all` passed. - Python: rebuilt the extension in the uv-managed environment. The default build passed 23 tests with 27 feature-dependent skips. The opt-in build passed 61 tests with 3 expected default-build-only skips, covering the materialized-view suite and 14 async query-serialization cases from current main. Python Ruff lint and formatting checks passed. - TypeScript: default and opt-in native builds and TypeScript compilation passed. The default build passed 5 tests with 10 expected feature-dependent skips; the opt-in build passed all 14 materialized-view tests with the default-build-only test skipped. Lint/format checks and documentation generation passed. - Repository-wide `ruff check .` reports 48 pre-existing violations in unchanged `docs/web-tests` files; `ruff check python` passes. Fixes #4670 <!-- lance-gatekeeper-fix:v1 agent=ece43ec4b88a48d1789f60005fa3ecfc generation=1 --> Co-authored-by: Gatefixer <313497061+lancedb-gatefixer[bot]@users.noreply.github.com> Co-authored-by: Xuanwo <github@xuanwo.io> |
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83b7275137 |
fix(remote): make HTTP timeout errors actionable (#4650)
Remote `create_table` reader uploads can exceed the read deadline while waiting for response headers, but reqwest's main error message only says "error sending request". Make HTTP and retry errors explicitly identify timeouts and name the relevant `client_config.timeout_config` settings and environment variables, preserving typed sources, request metadata, and retry classification. Document that the read timeout covers waiting for headers during upload. This implements the issue's diagnostic option: creation still uses one streaming request, so large or slow readers may require a longer `client_config.timeout_config.read_timeout`. Validation: - 48 focused Rust client, error, and retry tests passed. Regression coverage holds an upload open until its read timeout and also exercises TLS connection timeouts, with and without retries. - 8 Python create-table and HTTP/retry error tests passed in the uv-managed environment after rebuilding the extension, including reader creation with read and overall timeouts. - `cargo check --quiet --features remote --tests --examples` passed. - `cargo clippy --quiet --features remote --tests --examples` passed. - Rust formatting and Python package Ruff lint/format checks passed. - Repository-wide `ruff check .` reports 49 existing findings under `docs/web-tests`; those files are unchanged. Fixes #4646 <!-- lance-gatekeeper-fix:v1 agent=ce1c040fa581f1748166ecb686d9c9c0 generation=1 --> --------- Co-authored-by: Gatefixer <313497061+lancedb-gatefixer[bot]@users.noreply.github.com> Co-authored-by: Xuanwo <github@xuanwo.io> |
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8a4effa06a |
fix: gate experimental local functions behind an opt-in feature (#4688)
Published SDK builds currently expose local SQL computed columns and materialized-view execution that are not ready for release. Add the opt-in `experimental-functions` Cargo feature to the Rust core and forward it through the Python and Node bindings; published packages leave it disabled. Local declarations and refreshes now return `NotSupported` before mutating tables or spawning jobs, including prepared materialized-view creation. Remote Cloud/Enterprise client operations, Python UDF packaging, ordinary eager `add_columns`, and access to existing data remain available. Stored metadata and write protections stay active, and shared server commit helpers remain usable. CI covers both feature configurations. Existing local execution tests run with the feature enabled; default-build regressions cover early rejection, unchanged table versions, existing metadata protections, and normal eager transforms. API and source-build documentation explain the opt-in. Validation: Rust library tests pass with the feature disabled (1,869 tests) and enabled (1,947 tests), plus three default-build integration regressions. Python and TypeScript bindings were rebuilt and tested in both configurations, including mocked remote requests; Rust formatting, Python package lint, TypeScript lint/build, and generated docs were checked. Repository-wide Ruff still reports 48 pre-existing errors in unchanged `docs/web-tests` files. |
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9af7757053 |
fix: execute remote materialized view creation through SQL (#4665)
Remote materialized-view creation currently expects a REST response containing a registry job ID, while refresh already submits SQL. Route both through the SQL query backend and preserve Python's synchronous and asynchronous return types. ### Query to Job mapping `SqlClient::submit_as_job()` submits an `ExecuteQueryRequest` through the same backend as `execute_query_async()`. Once submission succeeds, it retains the returned `Query` and starts one client-side task that consumes its result reader to completion. `Job::from_query_task()` wraps that task, its cached outcome, a single ID and a cancellation callback. Python exposes this as `Job[T]` or `AsyncJob[T]`. The existing `job_type` property maps SQL-backed handles to the new `"query"` kind. The shared `id` contains that query's UUID string, so Python callers can inspect it with `db.describe_query(job.id)` on the submitting connection. No separate `query_id`, backend enum or `type()` API is added. | Handle | `job_type` | `id` | Available lookup | | --- | --- | --- | --- | | SQL-backed | `"query"`, known at submission | Connection-scoped query UUID string | `describe_query(job.id)` | | Registry-backed | Existing server-reported kind, after `status()` or `refresh()` | Registry job ID string | Registry job APIs, descriptions and events | | Local | `None` | `None` | The current in-process handle | | Job concept | SQL-backed behavior | | --- | --- | | Submission | Await initial SQL submission before returning the handle. Submission errors propagate immediately. | | `status()` | Tracks the adapter task: running during result consumption/finalization, finished after both succeed, failed if either fails, or cancelled after cancellation. | | `wait()` | Returns the operation's typed terminal result. One task consumes the query reader once; repeated waits reuse its cached outcome without resubmitting SQL or reopening the reader. | | `cancel()` | Delegates to `Query.cancel()`. Rejected or unsupported cancellation leaves the task running; an accepted request stops the task. Cancelling a finished operation is a no-op. | | Registry details | Query-backed handles expose no registry description, event history, pause/resume or reattachment after a client restart. `refresh()` updates cached lifecycle state. | The Job tracks command completion rather than exposing SQL batches. A wait timeout does not cancel the query. Query IDs remain scoped to the submitting connection and cannot be used with registry APIs or as durable resume tokens. Python `describe_query()` accepts both UUID objects and the string `id` exposed by query-backed jobs. Rust, Python and TypeScript expose the same classification through their existing job-type accessors. ### Materialized-view operations - **CREATE:** Render `CREATE MATERIALIZED VIEW` with the view namespace and optional auto-refresh settings. After command completion, resolve the job to `None`. Synchronous creation waits on the job, then opens and returns the materialized view. - **REFRESH:** Submit `REFRESH MATERIALIZED VIEW` through the same adapter. After command completion, read the refreshed table's version and row count to construct the existing typed refresh result. Synchronous refresh waits on the same path. Remote creation requires the SQL service. Execution placement remains a server decision. REST endpoints are unchanged. The job guide documents the ID/job-type contract and query-backed limitations. Regression coverage exercises SQL submission, namespaces, refresh options, job-type/ID preservation through typed result mapping, repeated waits, failures and cancellation rejection. No local builds or tests were run. |
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631ea41a63 |
feat!: return lazy iterators for table and namespace listings (#4599)
Make table and namespace listings consistent with other resource
listings across Rust, Python, and TypeScript. Callers can iterate over
individual names across all pages, with configurable page sizes and
continuation tokens.
In order to avoid breaking existing Python users, this change adds some
compatibility methods to the returned Python iterators. Code such as:
```
for t in db.list_tables().tables:
print(t)
```
will continue to work as expected because the iterator has a `tables`
field and a `page_token` field, which function as expected to reveal the
first page of results. In other words, it is never necessary to use the
iterator __as an iterator__. It may be used as if it were an old-style
response object. (As the iterator progresses, the `tables` list may
switch to the second, third, etc. page of results.) Similar
compatibility code allows the async python API to keep working as well.
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7f932b8552 |
fix(nodejs): reject listNamespaces limit above i32::MAX instead of wrapping (#4584)
## Summary Fixes #4583. `Connection::list_namespaces` narrowed `Option<u32>` to `i32` with an unchecked `as` cast, so a JavaScript `limit` between 2^31 and 2^32 - 1 (e.g. `3000000000`) wrapped negative before reaching `ListNamespacesRequest`. The server received a negative page size instead of a clear client-side error. Replaced the cast with a `checked_limit` helper using `i32::try_from`, returning `napi::Error::from_reason` on overflow, matching the existing `try_from` validation used for `limit` elsewhere in the same file. ## Tests Unit tests cover the wrap case (`u32` values above `i32::MAX` reject), the boundary (`i32::MAX` passes), and `None`/zero passthrough. `cargo test -p lancedb-nodejs` passes 8/8 and `pnpm build` compiles the binding and TypeScript definitions cleanly. |
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92825f6f13 |
refactor!: rename MemWAL APIs to RTE (realtime engine) (#4598)
## What Renames the user-facing MemWAL surface to **RTE** (realtime engine) across Rust, Python, TypeScript, and Java, including the REST wire format. This follows the LSM → MemWAL rename in #4075. | Before | After | |---|---| | `MemWalWriteSpec` / `MemWalStats` | `RTEWriteSpec` / `RTEStats` | | `enable_memwal` / `disable_memwal` / `get_memwal_spec` | `enable_rte` / `disable_rte` / `get_rte_spec` | | `flush_memwal` / `compact_memwal` / `checkpoint_memwal` | `flush_rte` / `compact_rte` / `checkpoint_rte` | | `get_memwal_stats` / `close_memwal_writers` | `get_rte_stats` / `close_rte_writers` | | `use_memwal` (query, merge insert) | `use_rte` | | TS/Java `enableMemWal`, `useMemWal`, ... | `enableRTE`, `useRTE`, ... (napi `js_name` set explicitly) | | Java `LanceDbTableMemWal` | `LanceDbTableRTE` | | `table/memwal_stats.rs` | `table/rte_stats.rs` | Docs and comments now say "realtime engine (RTE)". Text about Lance's underlying mechanism keeps "MemWAL" ("Lance's MemWAL", "MemWAL index"). **Left alone:** Lance-owned names (`MemWalIndexDetails`, `DatasetMemWalExt`, `InitializeMemWal*`, `mem_wal` paths), internal `Lsm*` names and modules, and the `does not support with_row_id` refusal text that the hybrid fallback matches on. ## Compatibility Breaking, for an experimental API. The wire format changes, so this must roll out together with the matching sophon change (lancedb/sophon#8870): - Routes: `/enable_memwal/` → `/enable_rte/`, `/disable_memwal/` → `/disable_rte/`, `/get_memwal_spec/` → `/get_rte_spec/`, `/get_memwal_stats/` → `/get_rte_stats/`, `/flush_memwal/` → `/flush_rte/`, `/compact_memwal/` → `/compact_rte/` - Response keys: `memwal_spec` → `rte_spec`, `memwal_stats` → `rte_stats` - Request field: `use_memwal` → `use_rte` on query and merge-insert bodies The SQL keyword becomes `ALTER TABLE ... SET RTE` server-side. The guides under `docs/web` will be updated separately. ## Validation - Rust: `cargo clippy --features remote --tests --examples` clean; `cargo test --features remote -p lancedb --lib`: 1533 passed - Java: `mvn test`: 37 passed (Spotless applied with JDK 11) - Python: `ruff format` / `ruff check` clean; targeted tests (`test_rte_spec`, `test_merge_insert_lsm`, `test_remote_db`, `test_wal_hybrid`, `test_query`, `test_permutation`, `test_table`): 708 passed - TypeScript: `pnpm build`; `table`, `query` tests: 606 passed; `biome check` clean; `docs/src/js` regenerated with `pnpm run docs` 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com> |
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b301a47aa8 | feat(node): add blobMode to return blob bytes from queries (#4353) | ||
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fe34eb3549 |
refactor!: rename LSM APIs to MemWAL and align SSTable/table shard naming (#4075)
## What Renames the MemWAL surface in two passes, across Rust, Python, TypeScript, and Java, including the wire format. ### 1. MemWAL APIs drop "LSM" The write path these APIs drive is Lance's MemWAL; "LSM" described its shape rather than naming it. Turning it on and off now reads as enabling a feature rather than installing a spec. | Before | After | |---|---| | `set_lsm_write_spec` | `enable_memwal` | | `unset_lsm_write_spec` | `disable_memwal` | | `get_lsm_write_spec` | `get_memwal_spec` | | `flush_lsm` / `compact_lsm` / `checkpoint_lsm` | `flush_memwal` / `compact_memwal` / `checkpoint_memwal` | | `get_lsm_stats` | `get_memwal_stats` | | `close_lsm_writers` | `close_memwal_writers` | | `use_lsm` (query, merge insert) | `use_memwal` | | `LsmWriteSpec` / `LsmStats` | `MemWalWriteSpec` / `MemWalStats` | | Java `LanceDbTableLsm` | `LanceDbTableMemWal` | TypeScript and Java use camelCase (`enableMemWal`, `getMemWalStats`, ...); the napi methods set `js_name` so the generated names keep the `MemWal` casing. flush/compact/checkpoint keep a `_memwal` suffix so `compact_memwal` is not confused with `compact_files` / `optimize`, which compact the base table. Internal names (`LsmMode`, `LsmScanner`, the `merge::lsm` / `query::lsm` modules) are unchanged. ### 2. Stats use SSTable and table shard Aligns the stats surface with the MemWAL naming settled upstream in lance-format/lance#7943 and #7957, where the persisted unit became an **SSTable**. **Generation → SSTable.** A `GenerationStats` describes one flushed MemTable, which is an SSTable. The generation *number* is kept — an SSTable is identified by its generation — so only the noun moved. **Bucket → table shard.** Each entry is one MemWAL shard. "Bucket" names only the hash sharding *transform*, so it was already wrong for `identity` and `year` sharding, which produce shards and no buckets at all. | Before | After | |---|---| | `GenerationStats` | `SsTableStats` | | `BucketStats` | `TableShardStats` | | `stats.buckets` | `stats.table_shards` | | `BucketStats.generations` | `TableShardStats.sstables` | | `include_generation_rows` | `include_sstable_rows` | | `newest_generation` | `newest_sstable_generation` | | `outstanding_generations` | `outstanding_sstables` | Docs and comments follow suit: "seal" → "freeze", "L0" / "flushed generations" → SSTables, "bucket" (meaning a shard) → table shard. `MemWalWriteSpec::bucket`, `num_buckets`, and the `"Sealed"` shard status value are **unchanged** — those name the sharding transform or a server value, not the shard. ## Compatibility Breaking, for an experimental API. The wire format changes with the SDKs, so this must roll out together with the matching server change: - Routes: `/set_lsm_write_spec/` → `/enable_memwal/`, `/unset_lsm_write_spec/` → `/disable_memwal/`, `/get_lsm_write_spec/` → `/get_memwal_spec/`, `/flush_lsm/` → `/flush_memwal/`, `/compact_lsm/` → `/compact_memwal/`, `/get_lsm_stats/` → `/get_memwal_stats/` - Response keys: `lsm_write_spec` → `memwal_spec`, `lsm_stats` → `memwal_stats`, `buckets` → `table_shards`, `generations` → `sstables` - Request fields: `include_generation_rows` → `include_sstable_rows`; `use_lsm` → `use_memwal` on query and merge-insert bodies ## Validation - Rust: `cargo test --features remote -p lancedb --lib --tests` — 1467 lib tests and all integration test targets pass; `cargo clippy` clean - Python: rebuilt the extension; `test_remote_db`, `test_memwal_spec`, `test_merge_insert_lsm`, `test_query`, `test_permutation`, `test_table` — 655 passed; `ruff format` / `ruff check` clean - TypeScript: `pnpm build`; `table`, `merge`, `query` tests — 593 passed; `biome check` clean; `docs/src/js` regenerated with `npm run docs` - Java: `mvn test` — 37 passed (Spotless applied with JDK 11; the pinned google-java-format does not run on JDK 21) 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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3336bdfbec | fix(remote): bound concurrent blob reads across handles (#4311) | ||
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0bceaaf3f0 |
feat(search): expose search effort (#4520)
Lance supports `search_effort`, but LanceDB cannot pass it through its query APIs. Expose the parameter in Rust, Python sync/async and TypeScript, including remote requests and hybrid query conversion, using the [Lance v14.0.0-beta.13](https://github.com/lance-format/lance/releases/tag/v14.0.0-beta.13) dependency already on main. The default is `None` (Auto, internally 0.5). Any explicit effort, including 0.5, overrides fixed `nprobes` in either setter order; explicit minimum/maximum bounds remain effective. Invalid values are rejected in the Rust core. Hybrid conversion now retains the vector probe parameters and handles an inferred FTS column without panicking. Namespace queries with explicit effort execute locally because the namespace wire model cannot carry it. MemWAL LSM queries reject it explicitly because Lance's LSM scanner does not yet expose this option. Maturin is included in the dev extra so the documented build command works in the project environment. BREAKING CHANGE: The public Rust `VectorQueryRequest` struct now includes `search_effort: Option<f64>`. Downstream code that initializes every field explicitly must add `search_effort: None` or use `..Default::default()`. Exhaustive destructuring patterns must include the new field or `..`. Query-builder calls and struct literals that already use `..Default::default()` require no source changes. The new effort setters in Python and TypeScript are additive. This PR does not change the persisted file format. Using explicit effort with remote tables requires server support for `search_effort` and its precedence over `nprobes`; the client wire tests do not establish that a deployed server supports it. Server-side support is tracked in lancedb/sophon#8607. Validation on AWS after merging current main (Lance beta.13 / SDK beta.5): - 14 Rust regressions and the API doctest pass. - 60 parameter regressions, the full 47-test namespace suite, and three API doctests pass. The parameter selection includes some namespace cases. - 40 TypeScript query tests and 54 remote tests pass; build, lint and generated docs pass. - Rust Clippy, Python package lint/format, Pyright and lockfile checks pass. Repository-wide Ruff reports 49 lint errors and 11 formatting failures in unchanged `docs/web-tests` files; those files are byte-identical to main and outside this change. All 1,103 Git-tracked files match the AWS validation checkout. No benchmark scripts or result artifacts are included, and no performance improvement is claimed. Uses lance-format/lance#9798. Server-side support is in lancedb/sophon#8607. |
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e2899e4dea |
fix(node): reject unsupported FTS languages without panicking (#4369)
`Index.fts({ language: "english" })` and other unsupported language
values abort the Node process because the native factory unwraps the
error returned by `FtsIndexBuilder::language`.
Convert that error into a catchable JavaScript `Error`, using the same
message as `tokenize` and Python. Add regression coverage for
`"Klingon"` and lowercase `"english"`, plus a valid English stemming and
search case across Arrow 15–18.
Validation:
- Native and TypeScript builds: `pnpm build:debug --profile ci` and
`pnpm tsc`.
- Full-text and tokenization tests: `pnpm test __test__/table.test.ts
--runInBand --testNamePattern 'full text|FTS|tokeniz'` — 69 passed.
- Rust formatting and lint: `cargo fmt --all`; `cargo clippy --profile
ci --target x86_64-unknown-linux-gnu -p lancedb-nodejs -- -D warnings`.
- TypeScript formatting and lint: `pnpm exec biome format --write
__test__/table.test.ts` and `pnpm lint`; `pnpm run docs` passed without
generated changes.
Fixes #4367
<!-- lance-gatekeeper-fix:v1 agent=271bb96150580678f4e03b8e36beca03
generation=1 -->
Co-authored-by: Gatefixer <313497061+lancedb-gatefixer[bot]@users.noreply.github.com>
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1e4662ac23 |
fix(remote): unify unsupported operation errors and warnings (#4414)
Remote SDKs report Cloud-specific errors against self-hosted servers, and some Python wrappers raise different exception types for the same unsupported operation. The sync index wrapper also warns that `replace` is ignored even though Rust forwards it to the server. Use backend-neutral table/server diagnostics and the existing `NotSupported` error conversions for unsupported manifest operations, blob ranges, primary keys, optimization, and HNSW-PQ indexes. Sync Python delegates to the async paths, so manifest operations and `optimize()` consistently raise `NotImplementedError`. Legacy and config-based HNSW-PQ creation share the same error and alternative-index advice. Remove the false replacement warning and simplify the ignored GPU-accelerator warning. Keep the deprecated cleanup/compaction no-ops, with backend-neutral warnings that do not assume automatic server maintenance. Embedding configuration forwarding and stale warning removal are now supplied by #4408 in `main`. Retain the regression that verifies full embedding metadata and warning-free remote creation alongside the diagnostics tests. Validation against the merged `main` revision `bbc4aebe` and Lance 14.0.0-beta.1: - Rebuilt the Python extension with `uv run --extra tests --extra dev maturin develop --extras tests,dev`; all 122 remote Python tests passed. Root Ruff checks and formatting passed using the uv-managed environment. - `pnpm build`, `pnpm lint`, formatting, and `pnpm run docs` passed; all 47 remote Node tests and the focused local vector-index regression passed. - All 583 Rust remote tests and 54 query unit tests passed, along with `cargo check --quiet --features remote --tests --examples`, `cargo clippy --quiet --features remote --tests --examples`, and `cargo fmt --all`. Fixes #4393 <!-- lance-gatekeeper-fix:v1 agent=10bafd337999f4910855c3a9b71e7dcf generation=1 --> --------- Co-authored-by: Gatefixer <313497061+lancedb-gatefixer[bot]@users.noreply.github.com> |
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de005f1d61 |
refactor!: implement lazy iterators for several APIs (#4459)
Implement lazy iterators for: - secrets - views - jobs - functions - materialized views |
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069b2f7d31 |
feat: add delete rows to table stats (#3783)
add to table stats the number of rows that has been marked for deletion, but not yet deleted. note that when a table fragment is removed due to deletion of all of its rows, these rows are not counted. since the main use of this feature is to determine when table compaction is needed, the fact that these rows are not reported should not impact that decision (deleted table fragments don't need compaction). Fixes: https://github.com/lancedb/lancedb/issues/3761 Co-authored-by: Claude Opus 5.0 <noreply@anthropic.com> |
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7e8f0d4982 |
refactor: always fully refresh materialized views (#4373)
Simplify experimental materialized views to one output-only storage
layout and one full-rebuild refresh implementation.
## Current layout
Local materialized views currently maintain incremental-refresh state
alongside the materialized values:
- an internal `__source_row_id` column for source provenance;
- `mv.definition` plus `mv.incarnation`;
- source version/timestamp, view version, and last-refresh watermarks;
- optional `mv.staging` state for table-function sources; and
- stable-row-ID requirements on the source table.
Refresh classifies source changes, appends or evicts rows when possible,
and falls back to a rebuild for unsupported deltas. Remote
create/refresh also use separate REST mutation paths.
## New layout
An MV is an ordinary Lance backing table containing only:
- the defining query's output columns;
- its current data fragments; and
- `mv.definition`, encoded as a versioned SQL envelope such as
`{"kind":"query","format":1,"query":"SELECT ..."}`.
There is no provenance column, incarnation, source/view watermark,
staging metadata, or stable-row-ID requirement. Local refresh may still
pin a source version for reproducibility, but it always recomputes the
complete result.
Full refresh streams the new result into uncommitted fragments and then
publishes a single transaction that removes every old fragment and
installs the new set. A shared conflict token prevents concurrent
replacements from both committing. This fragment-replacement primitive
is also used by Sophon's SQL worker.
## New remote create workflow
```text
Connection::create_materialized_view(...)
-> builder renders the defining SELECT
-> remote Database receives a CreateMaterializedViewRequest
-> submit CREATE MATERIALIZED VIEW ... AS ... through Flight SQL
-> retain the SQL Query handle while the Job is running
-> consume the durable SQL-job result
-> open the created table and read mv.definition
-> return MaterializedView
```
Remote refresh similarly submits `REFRESH MATERIALIZED VIEW` through
Flight SQL. Cancelling either wrapper forwards cancellation to the
retained SQL query before aborting the local task, so the server
operation is not silently left running.
## API changes
- remove incremental/no-op modes and the `full` switch;
- remove distributed grouped/partitioned refresh APIs and native
vector-source MV APIs;
- keep full-refresh results across Rust, Python, and TypeScript;
- preserve list/describe/drop as object-management operations while
routing create/refresh mutations through SQL.
The storage contract is experimental and has no compatibility shim;
views using the removed layout must be recreated.
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d864e7198f |
feat!: list_databases returns an iterator (#4442)
CatalogConnection.list_databases should return an iterator so that users don't have to manually re-implement pagination. For those who do want more control over pagination, add num_page_results and page_token to the Iterator object, and also allow the iterator object to be created at a specific page token. |
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3e0a1a8780 |
fix: reject zero vector search probes across SDKs (#4418)
`nprobes(0)` bypassed the validation used by the minimum and maximum probe setters, allowing zero into query requests and producing inconsistent local and remote results. Sync Python could additionally interpret the zero maximum as an unbounded search. Reject zero in the Rust vector-query builder and propagate its input error through the Python vector/hybrid and Node bindings. Validate nonpositive counts in the sync Python vector and hybrid builders so every SDK and backend reports `nprobes must be greater than 0` before execution. Update the Rust examples and document the positive-count requirement. Regression tests cover local and remote vector/hybrid builders, rejection before remote query requests, promised TypeScript query vectors, and positive counts replacing both probe bounds. Validation: - Rust probe regression tests: 2 passed. - Focused Python query, remote, hybrid, and serialization tests: 22 passed. The four sync regression cases fail with the original setters. - Focused TypeScript indexed local and mocked remote tests: 2 passed. - Workspace `cargo check --features remote --tests --examples` and Clippy passed. - Rust formatting, Python formatting/lint, and TypeScript build/lint/docs passed. Repository-wide `ruff check .` reports 29 existing errors in unchanged CI scripts; `ruff check python` passes. Fixes #4388 BREAKING CHANGE: Rust `VectorQuery::nprobes` now returns `Result<Self>` instead of `Self`; callers must handle the result, as with the existing minimum/maximum probe setters. <!-- lance-gatekeeper-fix:v1 agent=e92fda5a212c7f9e80fa55e7b4e4634d generation=1 --> Co-authored-by: Gatefixer <313497061+lancedb-gatefixer[bot]@users.noreply.github.com> |
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7e979c1416 |
fix(node): preserve schemas for empty query results (#4423)
Empty local TypeScript queries returned a zero-row Arrow table with no columns because `toArrow()` built the table solely from record batches. Local streams can yield no batches, while remote streams often supply an empty batch carrying the schema. Expose the executed stream's schema through the native iterator and decode it into an empty Arrow table when no batches arrive. This preserves projected and search columns, types, nullability, and metadata without executing another query. Document the empty-result behavior. Validation: - Eleven regression cases failed with the original `toArrow()` implementation; all twelve now pass, including remote schema-only and empty-batch responses. - All 1,075 tests in the query, remote, Arrow, and table suites pass. - Native build, TypeScript compilation, Rust formatting and Clippy (`-D warnings`), TypeScript lint/formatting, and documentation generation pass. Fixes #4386 <!-- lance-gatekeeper-fix:v1 agent=7d589da1f7db5c7383f9600490e111a9 generation=1 --> Co-authored-by: Gatefixer <313497061+lancedb-gatefixer[bot]@users.noreply.github.com> |
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857e455361 |
chore: update lance dependency to v13.1.0-beta.1 (#4358)
Updates the Rust workspace and Java Lance dependencies to [v13.1.0-beta.1](https://github.com/lance-format/lance/releases/tag/v13.1.0-beta.1) and refreshes Cargo.lock. Removes a redundant `pub(crate)` declaration in the private Node.js blob module to satisfy the required Clippy check. Validation: `cargo clippy --quiet --workspace --tests --all-features -- -D warnings`, `cargo fmt --all --quiet`, `pnpm build`, and `pnpm test __test__/blob.test.ts --runInBand` (26 tests passed) in `nodejs`. --------- Co-authored-by: Daniel Rammer <hamersaw@protonmail.com> Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com> |
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0a1c1a04c7 |
feat(node): accept an AbortSignal to cancel blob reads (#4350)
Closes #4288. Blob reads in Node can now be cancelled. `BlobFile.read`, `readRange` and `readRanges`, and `Table.fetchBlobs` and `fetchBlobFiles` take an optional `{ signal?: AbortSignal }` (new `BlobReadOptions` type). When the signal aborts, the call rejects with `signal.reason` (an `AbortError` unless the caller gave a reason) and the native future is dropped, so the read stops instead of running to completion. A signal that is already aborted rejects before any read starts. How it works: - On the Rust side, these five methods are now sync `#[napi]` methods that return `env.spawn_future(...)`. The future is wrapped in `futures::future::abortable`, and the abort handle is registered with napi's `AbortSignal::on_abort`. napi's `AbortSignal` is `Rc`-based, so it can't be an argument of an `async fn`, which is why the methods changed shape. The TypeScript signatures are unchanged apart from the new optional argument. - napi-rs installs its own `onabort` on the signal it receives, which would overwrite a handler the caller set. So the TypeScript wrapper passes a private `AbortController` signal to the native call for each request, forwards the caller's abort to it with `addEventListener(..., { once: true })`, and removes the listener when the call settles. Tests in `table.test.ts`: - an already aborted signal rejects on all five methods, and the handle still reads afterwards - a custom abort reason is what the call rejects with - a read with a signal that never aborts returns normally and leaves no `abort` listener on the signal - aborting a 32 MiB `readRange` right after it starts rejects with `AbortError`, and the same handle reads again afterwards The Node docs under `docs/src/js` are regenerated. I didn't add a test for where the `read()` cursor ends up after a mid-flight abort on a local table. The remote `BlobFile` documents that a cancelled read leaves the cursor unchanged, but I haven't confirmed the same for the native Lance handle, so the docs don't claim it. |
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4e3ec7cc27 |
feat(node): expose seek, tell, bounded read, readRanges and close on BlobFile (#4348)
Closes #4300. The TypeScript `BlobFile` only had `size()`, `read()` and `readRange()`, while the Rust `BlobFile` behind it also has `seek`, `tell`, `read_up_to`, `read_ranges` and `close`. This exposes those on the Node binding: - `read(maxBytes?)` reads at most `maxBytes` from the cursor (Rust `read_up_to`). Without the argument it reads to the end, as before. - `readRanges([{ start, end }, ...])` reads several half-open ranges and returns one buffer per range, in order. Like `readRange`, it does not move the cursor. - `seek(position)` and `tell()` move and report the cursor. - `close()` releases the handle, and `isClosed()` reports it. Every read, `seek` and `tell` after `close()` fails with "blob file is already closed". A second `close()` does nothing. The binding keeps its own `closed` flag, the same way the Python `BlobFile` does. Offsets and lengths are `bigint`, like `readRange` and `size()`. `BlobRange` is exported as a type. The new tests in `table.test.ts` cover chunked reads with `read(maxBytes)`, `seek` and `tell`, a negative seek position, `readRanges` order and cursor, a `readRanges` end past the blob size, and reads after `close()`. The Node docs under `docs/src/js` are regenerated with `pnpm run docs`. I left the `ReadableStream`/async iterator idea from the issue out of this PR. The AbortSignal work in #4288 touches the same methods, so it can follow on top of this. |
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ea223c4ec4 |
chore: update lance dependency to v13.0.0-beta.18 (#4339)
Updates the Rust workspace dependencies, Cargo lockfile, and Java `lance-core` to [Lance v13.0.0-beta.18](https://github.com/lance-format/lance/releases/tag/v13.0.0-beta.18). It includes lance-format/lance#9574, which bounds the memory an IVF partition split uses when it re-reads raw vectors during `optimize_indices`, and lance-format/lance#9582, which keeps the mTLS REST namespace client on rustls. Lance's new combined-fields FTS query variant (introduced by v13.0.0-beta.17) is handled the same way as in #4336: the remote capability check and Rust/Node bindings accept it, with a regression test for the remote request payload, and the Python conversion reports that this query type is not yet supported. This PR supersedes #4336. |
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ef11e44adc |
feat(node): expose allowExternalBlobOutsideBases in Table.add (#4317)
## Summary - Add `allowExternalBlobOutsideBases` to the Node `AddDataOptions` and forward it through N-API to the Rust `AddDataBuilder`. - Document its default and local-only external blob behavior. - Cover URI strings and URI objects, option scoping, progress callbacks, overwrite mode, and remote rejection. ## Validation - `pnpm test --runInBand` (21 suites passed, 1 skipped; 908 tests passed, 6 skipped) - `pnpm lint-ci` - `pnpm tsc` - `pnpm run docs` - `cargo fmt --all -- --check` - `CC=clang cargo clippy --profile ci -p lancedb-nodejs --all-features -- -D warnings` Fixes #4267 |
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604b1b583b |
feat: pause and resume jobs from the Python SDK (#4112)
Cancellation is the only job control the SDK exposes, and it is terminal, so a long-running server-side job cannot be parked and picked up again. This adds `pause_job` and `resume_job` to the Rust core connection and the Python bindings (sync and async), posting to the server's `/v1/jobs/pause` and `/v1/jobs/resume` endpoints. A pause parks the job until it is resumed: its workers drain and stop. The outcome strings mirror the server's answers — a job finalizing its results reports `"committing"` and cannot be parked, and a resume before the drain is confirmed reports `"still_pausing"`; both are retried rather than failed. Resuming re-queues the job and its workers pick their work back up from checkpoints. Local connections report the operations as unsupported, like the rest of the jobs API. |
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e4d0f9e2da |
feat: return a cleanup job from drop_view (#4262)
Dropping a view unbinds its name and leaves the definition dataset to a server-side cleanup job, so the two are separate events a caller may want to wait on. `drop_view_async` returns that job — the same shape `drop_materialized_view_async` and `drop_function_async` already use: a `202` carries the job id, a `200` (nothing was bound to the name) yields an already-finished job with no id, and any other success status is an error rather than a silent no-op. ## `drop_view` waits `drop_view` now awaits the job before returning, so a caller who does not want to think about cleanup gets the stronger guarantee: when it returns, the definition really is deleted. That is deliberately **different** from `drop_materialized_view` and `drop_function`, which return as soon as the name is unbound and document that content may still be deleting. The view API is the newer one, and waiting is the semantic worth having; the other two are left alone rather than changing behaviour already released. ## Surfaces `Database` trait, the remote client, `Connection`, and the Python and Node bindings — matching where `drop_materialized_view_async` is already exposed. Four client tests cover the accepted case reporting its job id, the nothing-bound case reporting a finished job, a `202` without a usable `job_id`, and an unexpected success status. |
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8541d6d9df |
feat: add view CRUD APIs (#4236)
A view is a named query a database stores and plans on every read. It
holds no rows, which is the whole difference from a materialized view.
## API
| Verb | Route |
| --- | --- |
| `create_view(name, query, namespace_path)` | `POST
/v1/view/{id}/create` |
| `describe_view(name, namespace_path)` | `POST /v1/view/{id}/describe`
|
| `drop_view(name, namespace_path)` | `POST /v1/view/{id}/drop` |
| `list_views(namespace_path)` | `GET /v1/namespace/{id}/view/list` |
On `Connection` and the `Database` trait, with the remote client, Python
(sync and async) and Node bindings. Local databases return
`NotSupported`: the server side is Sophon's, where a view is an object
of the database manifest.
`ViewDescription` carries the defining query, the database *and
namespace path* unqualified names in it resolve against, and the schema
the query resolved to. `create_view` returns one, so a caller has the
schema without a second call.
Both defaults travel with the view because it outlives the session that
declared it: the server re-plans the stored query on every read, so a
reader resolving an unqualified name against its own defaults would read
a different table. `default_namespace_path` crosses the wire as
`default_namespace`, a path like `namespace`, absent for the root.
There is no replace: a name already taken is an error, and changing a
view is a drop followed by a create, each authorized against what it
actually touches.
Querying a view stays SQL's job. There are no rows behind a view, so
there is no `open_view` returning a `Table`.
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01ee01dbc8 |
feat: define a materialized view by its query, with Functions in FROM position (#4190)
A view definition was a structured record under a `kind` tag, one kind per query shape, and a Function returning `list<struct>` was about to add a third. That names shapes instead of describing a relation. A materialized view is now a relation defined by a query, stored as one canonical SQL string under a format number: ```sql SELECT columns FROM [ns.]table [, function(args) AS alias | , UNNEST(column) AS alias] [WHERE predicate] [LIMIT n] ``` Any other clause is refused at parse time. Older readers report the view as unrefreshable, the pre-format layouts still read, and a legacy view is rewritten on its next refresh that commits, rebuilt only where its raw text meant something else under lance's parser. A Function in FROM position yields one row per element it returns, as a table function does in any dialect. The server stages its list output in a hidden table and records that binding beside the query, which stays as the user wrote it; refresh scans the staging and unnests the column, the same operator as UNNEST over a list column the table already holds. Row ids repeat per element, so eviction and incremental append are unchanged. A local database refuses a Function in FROM position, since it has no executor. |
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5231d37f8d |
feat: list a table's per-row Function errors from the client (#4208)
A refresh running under a skip policy records each row it skipped, with the failing input and the error, but the client could not read that store: the server exposes it over SQL and, since recently, a REST route. A user who hit per-row failures still had to open a SQL session. `Table::function_errors` calls the route. The listing is table-addressed with optional job and column filters, the same addressing the SQL surface uses, so the two cannot disagree about what a table's errors are. The two non-record signals come back as their own fields rather than as rows: capped-fragment summaries, and whether the listing stopped at its limit. Local tables refuse rather than answer with an empty list. Python and Node expose the same call, with the same optional filters. |
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60a1b4c219 |
feat(secrets): named Secrets, bindings, and namespace addressing (#4150)
Adds the client half of database-scoped named Secrets: a Secret is a
name and
an opaque value stored by the service, and a Function binds one to the
environment variable its library already reads. Secrets are addressed by
a
namespace path plus a name.
The UDF body is unchanged and stays portable — it reads `OPENAI_API_KEY`
the
way it always did, and the binding is what puts a value there:
```python
db.create_secret("openai-prod", os.environ["OPENAI_API_KEY"])
function = db.create_function(
analyze_caption,
secrets=[
EnvVarSecret(secret_name="openai-prod", env_variable="OPENAI_API_KEY")
],
)
function.secret_bindings # the Secret's name, never its value
```
- `create_secret` / `alter_secret` / `list_secrets` / `describe_secret`
/
`drop_secret` on sync, async and remote connections, with the pyo3
binding
and the Rust client behind them. Each takes `namespace_path`
keyword-only,
defaulting to the root.
- **There is no read API, by construction rather than by policy** — no
code
path returns a stored credential, and `describe_secret` answers with
metadata only.
- `EnvVarSecret` is a pure local constructor: it contacts no server, so
it
cannot fail on a Secret that does not exist. It exists so that a bare
string
in that position — which would be a credential — is a `TypeError` rather
than a plausible-looking mistake that reads identically in a diff.
- `create_function(..., secrets=[...])` carries the bindings as
`secret_bindings`: a list of `SecretBinding` tagged by `kind`, so a
later
delivery mode is a variant rather than a sibling field. The value never
travels — it is resolved by the service when the Function runs, which is
what
lets a rotation reach columns already pinned to an older
FunctionVersion.
- A binding names its Secret as a `SecretReference` of `{name,
namespace_path}`
rather than one joined string, so no delimiter has to be excluded from
every
name and segment forever, and `ClientConfig.id_delimiter` cannot
contradict
an identity built on a fixed separator.
- A root namespace is omitted from the request body rather than sent
empty, so
a root request is byte-identical to one from a client that predates
namespaces. Tests pin it.
This is the client surface the design's §4 describes; the service side
lives in
sophon.
**Previously split across two PRs.** Namespace addressing was #4151,
stacked on
this one; it is folded in here so the Secret identity contract — name,
namespace path, and the binding that carries both — is reviewable as one
piece
rather than as a shape introduced and then replaced.
## Identifier safety, merged from #4189
**#4189 is merged into this branch**, so the client half of Secrets and
the
guards on the identity it puts in the URL are one PR. What it added:
- Components are checked where the identifier is built, before a request
is
constructed. `create_secret("../jobs", value)` no longer resolves to
`/v1/jobs/create` and delivers a credential-bearing body to a route with
none
of this one's body suppression.
- Each component is percent-encoded and joined by the delimiter, so
nothing
inside a component can end the path segment or add one.
- A component may not be empty, a relative segment (`.`, `..`, and their
`%2e`
spellings), or the delimiter itself — the three ways a component erases
a
boundary the split has to recover. `["prod", ""]` joined to `prod$`,
which
reads back as `["prod"]`.
- `$` is the only accepted `id_delimiter`, refused at client
construction.
`ClientConfig.id_delimiter` remains, since the identifier grammar comes
from
the Lance REST catalog standard, but a value that would produce
identifiers no
service splits the caller's way is now an error where it was written.
- One `build_object_identifier` and one character set serve tables,
namespaces,
Secrets, Functions and materialized views.
Components are checked for *addressability*, not a character set: the
name's
own grammar stays each object's own, so a catalog database keeps the `/`
that
`RemoteCatalog::validate_name` allows.
## Known shortcoming
`secret_bindings` is omitted from a registration body when empty, so a
client
that binds nothing sends what a client without bindings sends. When a
client
does bind a Secret and the service does not know the field, the field is
ignored: registration succeeds, the returned version carries no
bindings, and
the Function fails at execution with the variable unset, far from the
call that
asked for it.
`ServerVersion` is how this codebase refuses a feature the service is
too old
for, and it gates five features already. It does not gate this one: it
is held
per table, and registering a Function is a database-level call. Noted at
the
field in `remote/db.rs`; wiring the gate is follow-up work.
**Tests:** lancedb lib 1340 passed, `first_class_function_slice1` 9,
`first_class_function_slice2` 3, plus Python tests across both slices.
Rebased onto `main` after #4176 (OCI Function identity), #4191 (`.`/`..`
table
names) and #4195 (remote catalogs).
🤖 Generated with [Claude Code](https://claude.com/claude-code)
https://claude.ai/code/session_01UfmeJ533rQDnPBkMtjerV6
---------
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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6a07f88980 |
feat: add remote catalogs and Python and TypeScript bindings (#4195)
Add a `Catalog` trait and `RemoteCatalog` for managing databases,
exposed through Rust, synchronous/asynchronous Python, and TypeScript. A
remote catalog represents the server's root namespace, and each database
is one child namespace. Create/connect return ordinary LanceDB
connections, so existing table APIs work unchanged.
## Rust API
`Catalog` is an object-safe async trait with `create_database`,
`connect_database`, `list_databases`, and `drop_database`. Backend
create/connect methods return `Arc<dyn Database>`; the public
`CatalogConnection` wraps them as `Connection` values and shares its
embedding registry with those connections. `RemoteCatalog` implements
the trait; `connect_catalog` is the convenience builder, available with
the `remote` feature.
```rust
use lancedb::catalog::{
CreateDatabaseRequest, DropDatabaseRequest, ListDatabasesRequest,
};
let catalog = lancedb::connect_catalog("https://my-server.example")
.api_key("my-api-key")
.execute()
.await?;
let db = catalog.create_database(
CreateDatabaseRequest::new("analytics").exist_ok(true),
).await?;
let connected = catalog.connect_database("analytics").await?;
let page = catalog.list_databases(
ListDatabasesRequest::default().limit(20),
).await?;
// page.databases: Vec<String>; page.page_token: Option<String>
catalog.drop_database(
DropDatabaseRequest::new("analytics").ignore_missing(true),
).await?;
```
Create/drop also accept a plain name for default behavior, e.g.
`catalog.create_database("analytics").await?`. Existing names fail
creation unless `exist_ok` is enabled; missing names fail drop unless
`ignore_missing` is enabled. Drop always requires an empty database.
## Python API
```python
import lancedb
catalog = lancedb.connect_catalog(
"https://my-server.example", api_key="my-api-key"
)
db = catalog.create_database("analytics", exist_ok=True)
connected = catalog.connect_database("analytics")
page = catalog.list_databases(limit=20)
# page.databases: list[str]; page.page_token: Optional[str]
if page.page_token is not None:
next_page = catalog.list_databases(limit=20, page_token=page.page_token)
catalog.drop_database("analytics", ignore_missing=True)
```
`connect_catalog` returns `Catalog`; create/connect return the existing
`DBConnection` API. The async equivalent is `catalog = await
lancedb.connect_catalog_async(...)`, returning `AsyncCatalog`; await
each of the same four methods, with create/connect returning
`AsyncConnection`.
## TypeScript API
```typescript
import { connectCatalog } from "@lancedb/lancedb";
const catalog = await connectCatalog("https://my-server.example", {
apiKey: "my-api-key",
});
const db = await catalog.createDatabase("analytics", { existOk: true });
const connected = await catalog.connectDatabase("analytics");
const page = await catalog.listDatabases({ limit: 20 });
// page.databases: string[]; page.pageToken?: string
if (page.pageToken !== undefined) {
const nextPage = await catalog.listDatabases({
limit: 20, pageToken: page.pageToken,
});
}
await catalog.dropDatabase("analytics", { ignoreMissing: true });
```
Create/connect return the existing `Connection` API. All four methods
are asynchronous.
## REST mapping
All paths below are relative to the catalog endpoint. `{name}` is the
logical database name encoded as one URL path component. The default
namespace delimiter is `$`, so the root identifier is encoded as `%24`.
| Catalog operation | Existing REST route | Request |
| --- | --- | --- |
| `create_database(name)` | `POST /v1/namespace/{name}/create` |
`{"mode":"Create"}`; `exist_ok=true` sends `{"mode":"ExistOk"}` |
| `connect_database(name)` | `POST /v1/namespace/{name}/describe` |
`{}`; verifies existence before returning a scoped connection |
| `list_databases(...)` | `GET /v1/namespace/%24/list` | Optional
`limit` and `page_token` query parameters |
| `drop_database(name)` | `POST /v1/namespace/{name}/drop` |
`{"mode":"Fail","behavior":"Restrict"}`; `ignore_missing=true` changes
mode to `"Skip"` |
For example, database `team/search` uses
`/v1/namespace/team%2Fsearch/create`. A paginated root listing can use
`/v1/namespace/%24/list?limit=20&page_token=a%2Fb`. The list response
retains the existing namespace wire shape,
`{"namespaces":["analytics"],"page_token":"next"}`; the SDK exposes
`namespaces` as `databases` and preserves the opaque continuation token.
An absent or empty token ends pagination. Page limits must be between 1
and 2147483647. Create/drop accept a namespace JSON response or HTTP
204.
Catalog management requests omit both `x-lancedb-database` and
`x-lancedb-database-prefix`, including values supplied through static or
dynamic headers. Returned database connections set `x-lancedb-database`
to the exact logical name and keep independent scope. API keys, OAuth or
dynamic authentication, client settings, table read consistency
settings, and an optional SQL endpoint override carry over to those
connections. OAuth cannot be combined with an API key or a custom header
provider.
For SQL through an HTTPS catalog, configure the existing SQL endpoint
contract with Rust
`.sql_host_override("grpc+tls://sql.example.com:10026")` or Python
`sql_host_override="grpc+tls://sql.example.com:10026"`. TypeScript
catalog options expose the same setting as `sqlHostOverride`. It is
inherited by created/connected databases, retained by Python connection
serialization, and initialized lazily when SQL is executed.
Create HTTP 409 maps to `DatabaseAlreadyExists`; connect/drop HTTP 404
maps to `DatabaseNotFound`, except that `ignore_missing` suppresses a
missing-database drop. Other server errors propagate. The server
enforces restricted deletion; the client never requests cascading
deletion.
Database names preserve literal slashes as part of one name. They must
be nonempty ASCII, with no control characters, surrounding whitespace,
or configured namespace delimiter, and cannot be `.` or `..`. Endpoints
must be HTTP(S) URLs without embedded credentials, query parameters, or
fragments.
## Scope
This PR adds the client API and reuses existing namespace endpoints.
Local catalogs, `__catalog` storage, location generation/sanitization,
and `__manifest` lifecycle support remain deferred; the Lance dependency
is unchanged.
The PR also runs macOS Node tests serially to avoid existing
resource-contention timeouts reproduced across recent main runs.
---------
Co-authored-by: Xuanwo <github@xuanwo.io>
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