Files
lancedb/docs
Xuanwo 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.
2026-11-11 19:12:06 +08:00
..

LanceDB Documentation

For website guides in docs/web, start with Documentation in CONTRIBUTING.md. That covers editing pages, generated examples, previews, availability and drafts.

This page covers the SDK reference in docs/src, built with MkDocs. Its GitHub Actions workflow builds and deploys on pushes to main, so it can include unreleased APIs. That is separate from the release editions of the Mintlify website.

Building the docs

Setup

  1. Install LanceDB Python. See setup in Python contributing guide. Run make develop to install the Python package.
  2. Install documentation dependencies. From LanceDB repo root: pip install -r docs/requirements.txt

Preview the docs

Run these commands from the LanceDB repository root. The subshell changes into docs to load mkdocs.yml, while leaving your shell in the repository root.

(cd docs && PYTHONPATH=. mkdocs serve)

If you want to just generate the HTML files:

(cd docs && PYTHONPATH=. mkdocs build)

If successful, you should see a docs/site directory in the repository root that you can verify locally.

Adding examples

To make sure examples are correct, we put examples in test files so they can be run as part of our test suites.

You can see the tests are at:

  • Python: python/python/tests/docs
  • Typescript: nodejs/examples/

Checking python examples

cd python
pytest -vv python/tests/docs

Checking typescript examples

The examples depend on @lancedb/lancedb at file:../dist, so the package must be built before running the tests. This uses pnpm; see the Typescript contributing guide for the toolchain setup.

pushd nodejs
pnpm install
pnpm build
popd

Then you can run the examples by going to the nodejs/examples directory, which is a separate pnpm package with its own lockfile:

pushd nodejs/examples
pnpm install
pnpm test
popd

API documentation

Python

The Python API documentation is organized based on the file docs/src/python/python.md. We manually add entries there so we can control the organization of the reference page. However, this means any new types must be manually added to the file. No additional steps are needed to generate the API documentation.

Typescript

The typescript API documentation is generated from the typescript source code using typedoc.

When new APIs are added, you must manually re-run the typedoc command to update the API documentation. The new files should be checked into the repository.

pushd nodejs
# `pnpm docs` would invoke pnpm's built-in `docs` command, not the script.
pnpm run docs
popd