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| Author | SHA1 | Date | |
|---|---|---|---|
 BubbleCal
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929c683a6e | ||
 lancedb automation
|
e2794d1a29 |
@@ -1,7 +0,0 @@
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# Agent Skills
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This directory contains repo-scoped code agent skills for the LanceDB project.
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Each skill is a folder that contains a required `SKILL.md` and optional bundled resources.
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Codex discovers skills from `.agents/skills` in the current working directory and parent directories.
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@@ -1,145 +0,0 @@
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---
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name: lancedb-branch-ops
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description: >-
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Manage LanceDB table branches through the REST API: list, create, and delete
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branches; target schema reads, field-metadata updates, and index creation to a
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named branch; and verify that branch changes remain isolated from main. Use
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when a task involves branch lifecycle, an experimental or isolated table
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version, directing an operation to a non-main branch, or confirming that a
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mutation did not affect main. This skill also explains that LanceDB has no
|
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checkout operation; each request selects its target branch in the request
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body.
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---
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## Goal
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Manage branches on a LanceDB table: list what exists, create new ones, delete stale ones, and direct read/write operations at a specific branch without touching main.
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|
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## Step 0: Establish the connection
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|
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Use the `lancedb-connect` skill to resolve the base URL and auth headers (`x-api-key`, `x-lancedb-database`). Skip this only if the connection is already known from the current conversation.
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|
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All examples below use `{base_url}` — substitute the resolved endpoint and include the auth headers on every request.
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## The branch model (important)
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LanceDB branches are named snapshots that diverge from the table's current state at creation time. There is **no checkout command** — you never switch the whole table to a branch. Instead, you **pass `"branch": "<name>"` in the request body** of any operation to target that branch. Omitting the key (or sending an empty body) always targets main.
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`branches/list` returns only non-main branches. Main always exists and is not listed.
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## List branches
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```http
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POST {base_url}/v1/table/{table_id}/branches/list
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Content-Type: application/json
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|
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{}
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```
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Response:
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```json
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{
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"branches": {
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"experiment-reindex": {"parentVersion": 1, "createAt": 1782506085, "manifestSize": 1029}
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}
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}
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```
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If `branches` is `{}`, the table has no branches besides main.
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## Create a branch
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```http
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POST {base_url}/v1/table/{table_id}/branches/create
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Content-Type: application/json
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|
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{"name": "experiment-reindex"}
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```
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HTTP 200 with `{}` body = success. The branch is created off the table's current state on main.
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Verify by calling `branches/list` and confirming the new name appears.
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|
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## Delete a branch
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|
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```http
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POST {base_url}/v1/table/{table_id}/branches/delete
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Content-Type: application/json
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|
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{"name": "stale-2024"}
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```
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|
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HTTP 200 with `{}` body = success. Only the branch pointer is removed — main and all row data remain intact.
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Verify by calling `branches/list` (name gone) and `describe` with no branch param (main still responds).
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## Operate on a specific branch
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Pass `"branch": "<name>"` in the body of any operation to scope it to that branch:
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|
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**Read schema on a branch:**
|
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```http
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POST {base_url}/v1/table/{table_id}/describe
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Content-Type: application/json
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|
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{"branch": "wip-branch"}
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```
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|
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**Write metadata to a branch (not main):**
|
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```http
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POST {base_url}/v1/table/{table_id}/update_field_metadata
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Content-Type: application/json
|
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|
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{
|
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"branch": "wip-branch",
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"updates": [
|
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{
|
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"path": "category",
|
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"metadata": {"lancedb:description": "Product category label."},
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"replace": false
|
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}
|
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]
|
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}
|
||||
```
|
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|
||||
**Build an index on a branch:**
|
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```http
|
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POST {base_url}/v1/table/{table_id}/create_index
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Content-Type: application/json
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|
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{
|
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"branch": "wip-branch",
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"column": "category",
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"index_type": "BTREE"
|
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}
|
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```
|
||||
|
||||
## Verifying isolation
|
||||
|
||||
After writing to a branch, always confirm the change did NOT land on main:
|
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|
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```bash
|
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# Should show the new metadata
|
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curl -s -X POST {base_url}/v1/table/{table_id}/describe \
|
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-H "x-api-key: <key>" -H "x-lancedb-database: <db>" \
|
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-H "content-type: application/json" \
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-d '{"branch": "wip-branch"}'
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|
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# Should NOT show the new metadata
|
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curl -s -X POST {base_url}/v1/table/{table_id}/describe \
|
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-H "x-api-key: <key>" -H "x-lancedb-database: <db>" \
|
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-H "content-type: application/json" \
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-d '{}'
|
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```
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|
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## Quick reference
|
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|
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| Goal | Endpoint | Body |
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|------|----------|------|
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| List all branches | `branches/list` | `{}` |
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| Create a branch | `branches/create` | `{"name": "..."}` |
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| Delete a branch | `branches/delete` | `{"name": "..."}` |
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| Read schema on branch | `describe` | `{"branch": "..."}` |
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| Write metadata on branch | `update_field_metadata` | `{"branch": "...", "updates": [...]}` |
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| Build index on branch | `create_index` | `{"branch": "...", "column": ..., "index_type": ...}` |
|
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| Target main (default) | any endpoint | omit `"branch"` key |
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@@ -1,178 +0,0 @@
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---
|
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name: lancedb-column-metadata
|
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description: Column metadata authoring for LanceDB tables via the REST API. This skill is required for tasks like writing field descriptions, setting tags on columns (field_type, model, project_id, version), classifying columns as embeddings vs labels vs eval metrics, or grouping versioned columns into logical families — because it has the API integration needed to read the schema and persist metadata back. Invoke whenever someone wants to document, annotate, tag, or classify what their table columns ARE. Trigger even without an explicit "LanceDB" mention, as long as the context is column-level documentation or tagging for an ML or vector database table.
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metadata:
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short-description: Write column descriptions, tags, and logical groupings to a LanceDB table
|
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---
|
||||
|
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## Overview
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||||
|
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This skill authors column-level metadata for a LanceDB table. It connects to a LanceDB deployment over its REST API, inspects the table schema, generates appropriate metadata, and writes it back.
|
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|
||||
## Step 0: Establish the connection
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|
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Use the `lancedb-connect` skill (invoke it via the Skill tool) to resolve the base URL and auth headers (`x-api-key`, `x-lancedb-database`) for whichever deployment the user is working against — enterprise/self-hosted or a local dev server. Skip it only if the connection details are already established in the conversation.
|
||||
|
||||
All examples below use `{base_url}` — substitute the resolved endpoint and include the resolved headers on every request.
|
||||
|
||||
## Metadata keys
|
||||
|
||||
All metadata uses namespaced keys:
|
||||
|
||||
| Key | Purpose | Example value |
|
||||
|-----|---------|---------------|
|
||||
| `lancedb:description` | Human-readable explanation of what the column contains | `"CLIP ViT-L/14 image embedding, L2-normalized (768-dim)"` |
|
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| `lancedb:tag:<name>` | Flexible key-value tag; the suffix names the tag category | `lancedb:tag:field_type: "embedding"`, `lancedb:tag:model: "clip"`, `lancedb:tag:project_id: "foo"` |
|
||||
| `lancedb:logical-column` | Logical group/family this column belongs to | `"clip_features"` |
|
||||
|
||||
Tags are open-ended — use whatever key suffix and value make sense given the user's intent. The tag suffix should describe *what is being classified* (e.g., `field_type`, `model`, `project_id`) and the value describes *how*.
|
||||
|
||||
## Step 1: Resolve the table identifier
|
||||
|
||||
You need:
|
||||
- **Table name** (required) — e.g., `my_table` or `my_namespace.my_table`
|
||||
- **Database name** — ask if not provided and not inferable from context; it goes in the `x-lancedb-database` header, never in the URL path
|
||||
|
||||
The table identifier in the URL path is typically `table_name` for a top-level table, or `namespace$table_name` if the table lives in a namespace. The API accepts a `delimiter` query parameter to parse compound identifiers (default `$`).
|
||||
|
||||
## Step 2: Describe the table
|
||||
|
||||
```http
|
||||
POST {base_url}/v1/table/{table_id}/describe
|
||||
Content-Type: application/json
|
||||
|
||||
{}
|
||||
```
|
||||
|
||||
The response contains `schema.fields` — an array of field objects:
|
||||
|
||||
```json
|
||||
{
|
||||
"schema": {
|
||||
"fields": [
|
||||
{
|
||||
"name": "clip_embedding_v3",
|
||||
"type": { "type": "FixedSizeList", "fields": [...], "listSize": 768 },
|
||||
"nullable": true,
|
||||
"metadata": { "lancedb:description": "..." }
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Each field has:
|
||||
- `name` — field name
|
||||
- `type` — Arrow data type (check `type.type` for the type string)
|
||||
- `nullable` — boolean
|
||||
- `metadata` — existing key-value metadata (read this before writing to avoid redundant updates)
|
||||
|
||||
For struct/nested fields, recurse into `type.fields` and represent them as dot-notation paths (e.g., `parent.child`).
|
||||
|
||||
If the user hasn't specified which columns to update, work with all columns.
|
||||
|
||||
## Step 3: Generate metadata
|
||||
|
||||
Decide what to generate based on the user's request.
|
||||
|
||||
### Writing descriptions (`lancedb:description`)
|
||||
|
||||
Base descriptions on:
|
||||
- The column name and Arrow type (e.g., `FixedSizeList` of floats → likely an embedding)
|
||||
- User-supplied context (upstream pipeline, sample values, domain knowledge)
|
||||
- Name patterns: `_embedding`/`_vec`/`_embed` → vector; `_label`/`_class` → label; `_score`/`_eval`/`_metric` → evaluation metric
|
||||
|
||||
Be specific and concise. Good: `"Sentence-BERT embedding of the query text (768-dim)."` Not: `"An embedding column."`
|
||||
|
||||
### Tagging columns (`lancedb:tag:<name>`)
|
||||
|
||||
Choose tag key names that match what the user asked to annotate. Common patterns:
|
||||
|
||||
- Semantic field type → `lancedb:tag:field_type: "embedding"` / `"text"` / `"image"` / `"label"` / `"eval"` / `"id"` / `"metadata"`
|
||||
- Model or source → `lancedb:tag:model: "clip"` / `"bert"` / `"vit"`
|
||||
- Project affiliation → `lancedb:tag:project_id: "<name>"`
|
||||
- Version → `lancedb:tag:version: "v3"` (and `lancedb:tag:latest: "true"` for the newest)
|
||||
|
||||
Use Arrow type as a hint: `FixedSizeList` + float → embedding; `Utf8`/`LargeUtf8` → text; `Binary` → image or blob.
|
||||
|
||||
Multiple tags on the same column are fine — each is a separate key.
|
||||
|
||||
### Grouping into logical columns (`lancedb:logical-column`)
|
||||
|
||||
Look for naming patterns across columns:
|
||||
- `clip_v1`, `clip_v2`, `clip_v3` → logical column `"clip"`, latest is `v3`
|
||||
- `text_embed_20240101`, `text_embed_20240601` → logical column `"text_embed"`, latest is the most recent date suffix
|
||||
|
||||
Write `lancedb:logical-column` on all members of a group. Mark the newest with `lancedb:tag:latest: "true"` (in addition to its version tag).
|
||||
|
||||
## Step 4: Write the metadata
|
||||
|
||||
```http
|
||||
POST {base_url}/v1/table/{table_id}/update_field_metadata
|
||||
Content-Type: application/json
|
||||
|
||||
{
|
||||
"updates": [
|
||||
{
|
||||
"path": "clip_v3",
|
||||
"metadata": {
|
||||
"lancedb:description": "CLIP ViT-L/14 image embedding, L2-normalized (1024-dim).",
|
||||
"lancedb:tag:field_type": "embedding",
|
||||
"lancedb:tag:model": "clip",
|
||||
"lancedb:tag:version": "v3",
|
||||
"lancedb:tag:latest": "true",
|
||||
"lancedb:logical-column": "clip"
|
||||
},
|
||||
"replace": false
|
||||
},
|
||||
{
|
||||
"path": "clip_v2",
|
||||
"metadata": {
|
||||
"lancedb:description": "CLIP ViT-B/32 image embedding (768-dim), superseded by v3.",
|
||||
"lancedb:tag:field_type": "embedding",
|
||||
"lancedb:tag:model": "clip",
|
||||
"lancedb:tag:version": "v2",
|
||||
"lancedb:logical-column": "clip"
|
||||
},
|
||||
"replace": false
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
Rules:
|
||||
- **Use `"replace": false`** (merge) by default — this preserves existing metadata the user didn't ask to change
|
||||
- Use `"replace": true` only if the user explicitly asks to overwrite all existing metadata on a column
|
||||
- Set a value to `null` to delete a specific key
|
||||
- Batch all updates in a single request when possible
|
||||
|
||||
The response includes `version` (new table version) and `fields` (the updated metadata per field).
|
||||
|
||||
## Step 5: Confirm
|
||||
|
||||
Report back:
|
||||
- Which columns were updated and what was written
|
||||
- The new table version number
|
||||
- Any columns skipped (e.g., already had up-to-date metadata)
|
||||
|
||||
---
|
||||
|
||||
## Quick examples
|
||||
|
||||
**"Write descriptions for all columns in the `product_embeddings` table"**
|
||||
1. POST `/v1/table/product_embeddings/describe` → get all fields
|
||||
2. Generate a `lancedb:description` for each column based on name + type
|
||||
3. POST `update_field_metadata` with descriptions
|
||||
4. Report
|
||||
|
||||
**"Tag the columns in `model_outputs` with their field type and model"**
|
||||
1. Describe `model_outputs`
|
||||
2. For each field, classify by name + Arrow type → set `lancedb:tag:field_type` and `lancedb:tag:model` where applicable
|
||||
3. POST `update_field_metadata`
|
||||
4. Report
|
||||
|
||||
**"Group the feature columns in `training_features` into logical families and mark the latest version"**
|
||||
1. Describe the table
|
||||
2. Find version patterns → assign `lancedb:logical-column` and `lancedb:tag:version`; mark newest with `lancedb:tag:latest: "true"`
|
||||
3. POST `update_field_metadata`
|
||||
4. Show the grouping
|
||||
@@ -1,42 +0,0 @@
|
||||
---
|
||||
name: lancedb-connect
|
||||
description: Resolve how to connect to a LanceDB deployment over the REST API — figure out the base URL, API key, and database header. Use this before making any REST requests to a LanceDB table, whenever the endpoint or auth setup is not already known. Also useful on its own when someone asks how to connect, authenticate, or curl their LanceDB instance.
|
||||
metadata:
|
||||
short-description: Resolve the base URL and auth headers for a LanceDB deployment
|
||||
---
|
||||
|
||||
## Goal
|
||||
|
||||
Produce two things every REST request needs:
|
||||
|
||||
1. **Base URL** — the endpoint
|
||||
2. **Headers** — `x-api-key`, and usually `x-lancedb-database`
|
||||
|
||||
## Resolution steps
|
||||
|
||||
1. If the user already gave a URL and API key (or said which environment they're working against), use that.
|
||||
2. Otherwise, look for credentials already available in the environment:
|
||||
- Env vars like `LANCEDB_URI` / `LANCEDB_HOST` / `LANCEDB_API_KEY`
|
||||
- A LanceDB endpoint already running or port-forwarded locally (the REST default port is 2333, i.e. `http://localhost:2333`)
|
||||
3. If you didn't find both pieces, ask the user directly: **"What's your LanceDB endpoint's URL, and what's your API key?"** Also ask which database to use if it isn't obvious. Don't guess or probe further — the user knows their deployment.
|
||||
|
||||
## Validating the connection
|
||||
|
||||
Make a cheap authenticated request and check the status:
|
||||
|
||||
```bash
|
||||
curl -s -w "\n%{http_code}" "{base_url}/v1/table/?limit=1" \
|
||||
-H "x-api-key: <key>" \
|
||||
-H "x-lancedb-database: <database>"
|
||||
```
|
||||
|
||||
- `200` — connection, key, and database header all good
|
||||
- `401` — API key missing or wrong
|
||||
- `400` mentioning a database header — this deployment expects `x-lancedb-database`
|
||||
|
||||
## Non-REST equivalents
|
||||
|
||||
If the caller would rather use the SDK or CLI than raw REST, the same credentials work:
|
||||
|
||||
- Python SDK: `lancedb.connect("db://<database>", api_key="<key>", host_override="<base_url>")`
|
||||
- `lancedb` CLI: a `[profiles.<name>]` entry in `~/.lancedb/config.toml` with `http_server_url`, `api_key`, `database`
|
||||
@@ -1,98 +0,0 @@
|
||||
---
|
||||
name: lancedb-update-lance-dependency
|
||||
description: Update LanceDB to a specific Lance release or tag. Use when bumping Lance dependencies in the lancedb repository, including Rust workspace Lance crates, Java lance-core, validation, branch creation, commit, push, and PR creation when requested.
|
||||
---
|
||||
|
||||
# LanceDB Update Lance Dependency
|
||||
|
||||
## Scope
|
||||
|
||||
Use this skill in the `lancedb/lancedb` repository when updating the Lance dependency to a specific Lance version or tag.
|
||||
|
||||
Inputs can be a version (`7.2.0-beta.1`), a tag (`v7.2.0-beta.1`), a tag ref (`refs/tags/v7.2.0-beta.1`), or `latest`.
|
||||
|
||||
## Workflow
|
||||
|
||||
1. Confirm the worktree status with `git status --short`.
|
||||
2. Resolve the target Lance version:
|
||||
|
||||
- If the input is `latest`, empty, or omitted, run:
|
||||
|
||||
```bash
|
||||
python3 ci/check_lance_release.py
|
||||
```
|
||||
|
||||
Parse the JSON output. If `needs_update` is not `true`, stop without creating a PR. Otherwise use `latest_tag`.
|
||||
|
||||
- If the input is explicit, use it directly.
|
||||
|
||||
3. Compute update metadata without changing files:
|
||||
|
||||
```bash
|
||||
python3 ci/update_lance_dependency.py "$TAG_OR_VERSION" --metadata-only
|
||||
```
|
||||
|
||||
Before making changes, check for an existing open PR with the emitted `pr_title`:
|
||||
|
||||
```bash
|
||||
gh pr list --search "\"$PR_TITLE\" in:title" --state open --limit 1 --json number,url,title
|
||||
```
|
||||
|
||||
If a matching open PR exists, stop and report it instead of creating a duplicate.
|
||||
|
||||
4. Run the deterministic update entrypoint:
|
||||
|
||||
```bash
|
||||
python3 ci/update_lance_dependency.py "$TAG_OR_VERSION"
|
||||
```
|
||||
|
||||
This updates the Rust workspace Lance dependencies through `ci/set_lance_version.py`, updates `java/pom.xml`, refreshes Cargo metadata, and prints JSON metadata containing `branch_name`, `commit_message`, and `pr_title`.
|
||||
|
||||
5. Run validation:
|
||||
|
||||
```bash
|
||||
cargo clippy --quiet --workspace --tests --all-features -- -D warnings
|
||||
cargo fmt --all --quiet
|
||||
```
|
||||
|
||||
Fix real diagnostics and rerun clippy until it succeeds. Do not skip warnings.
|
||||
|
||||
6. Inspect `git status --short` and `git diff` to ensure only the Lance dependency update and required compatibility fixes are present.
|
||||
|
||||
7. If the task only asks to prepare local changes, stop here and report the changed files and validation result.
|
||||
|
||||
8. If the task asks to publish the update, create a branch using the printed `branch_name`, stage all relevant files, and commit using the printed `commit_message`. Do not amend or rewrite existing commits.
|
||||
|
||||
9. Push to `origin`. Before creating the PR, check that the current token has push permission:
|
||||
|
||||
```bash
|
||||
gh api repos/lancedb/lancedb --jq .permissions.push
|
||||
```
|
||||
|
||||
If the remote branch already exists for the same generated branch name, delete the remote ref with `gh api -X DELETE repos/lancedb/lancedb/git/refs/heads/$BRANCH_NAME`, then push. Do not force-push.
|
||||
|
||||
10. Create a PR targeting `main` with the printed `pr_title`. If there is no PR template, keep the body to two or three concise sentences: state the Lance dependency bump, note any required compatibility fixes, and link the triggering Lance tag or release.
|
||||
|
||||
11. Read back the remote PR title after creation. If it is not a Conventional Commit title, fix it immediately.
|
||||
|
||||
12. When running in GitHub Actions after creating the LanceDB PR, trigger the Sophon dependency update:
|
||||
|
||||
```bash
|
||||
gh workflow run codex-bump-lancedb-lance.yml \
|
||||
--repo lancedb/sophon \
|
||||
-f lance_ref="$LANCE_TAG" \
|
||||
-f lancedb_ref="$BRANCH_NAME"
|
||||
gh run list --repo lancedb/sophon --workflow codex-bump-lancedb-lance.yml --limit 1 --json databaseId,url,displayTitle
|
||||
```
|
||||
|
||||
Use the emitted metadata `tag` value as `LANCE_TAG`. Do this only after a new LanceDB PR has been created. If the update was skipped because no update is needed or an open PR already exists, do not trigger Sophon.
|
||||
|
||||
## GitHub Actions
|
||||
|
||||
When this skill is used from GitHub Actions, `TAG`, `GH_TOKEN`, and `GITHUB_TOKEN` may already be set. Resolve `latest` first when `TAG` is empty. Once an explicit tag or version is known, use:
|
||||
|
||||
```bash
|
||||
python3 ci/update_lance_dependency.py "$TAG" --github-output "$GITHUB_OUTPUT"
|
||||
```
|
||||
|
||||
Then use the emitted `branch_name`, `commit_message`, and `pr_title` values for branch, commit, and PR creation.
|
||||
@@ -1,79 +0,0 @@
|
||||
---
|
||||
name: lancedb
|
||||
description: Use when writing, reviewing, debugging, or documenting LanceDB pipelines in Python or TypeScript, especially code that should work across local LanceDB OSS tables and remote LanceDB Enterprise/Cloud tables. Helps avoid non-portable full-table materialization, choose idiomatic query/search patterns, and apply LanceDB performance defaults for ingestion, indexing, filtering, and diagnostics.
|
||||
---
|
||||
|
||||
# Building LanceDB Pipelines
|
||||
|
||||
Use this skill to produce LanceDB pipelines that are portable between local and remote tables (for LanceDB Enterprise/Cloud) and idiomatic for the selected SDK.
|
||||
|
||||
## LanceDB Table Modes
|
||||
|
||||
LanceDB has two common execution modes:
|
||||
|
||||
- **Local table**: embedded, open source, in-process LanceDB. The client opens data from a local path or object storage URI and executes queries in the application process.
|
||||
- **Remote table**: LanceDB Enterprise/Cloud table opened through a `db://...` URI. The data may be very large, commonly backed by object storage, and queried through a remote service.
|
||||
|
||||
Do NOT assume local-only table helpers exist on remote tables. If the user asks for LanceDB Enterprise, Cloud, `db://...`, production remote access, or a remote table, focus on the remote table path: use `search()` / `query()`, keep reads bounded with `select()` and `limit()`, and avoid table-level full materialization APIs.
|
||||
|
||||
## Workflow
|
||||
|
||||
1. Identify the SDK: Python, TypeScript, or both.
|
||||
2. Identify the table mode: local/embedded OSS, remote Enterprise/Cloud, or portable across both. If the user says "LanceDB Enterprise", choose the remote table path.
|
||||
3. Read the matching language branch before writing or changing code:
|
||||
- Python patterns: `references/python/patterns.md`
|
||||
- Python API quick reference: `references/python/api_reference.md`
|
||||
- Python performance guidance: `references/python/performance.md`
|
||||
- TypeScript patterns: `references/typescript/patterns.md`
|
||||
- TypeScript API quick reference: `references/typescript/api_reference.md`
|
||||
- TypeScript performance guidance: `references/typescript/performance.md`
|
||||
4. Start with `patterns.md` for the selected SDK. Read `api_reference.md` when choosing method names or return collectors. Read `performance.md` when the task involves ingestion, indexing, filtering, query tuning, diagnostics, or large datasets.
|
||||
5. For Python schemas, favor Pydantic models and validate records before writing. Use PyArrow schemas when Arrow-native, streaming, or highly dynamic data makes them materially better suited.
|
||||
6. Prefer `search()` or `query()` builders with explicit `select()` and `limit()` for reads.
|
||||
7. Avoid table-level full materialization in remote or portable code. This is the main local-vs-remote read pitfall.
|
||||
8. After a successful embedded OSS ingestion, call `table.optimize()`. Do not call it for Enterprise/Cloud; remote maintenance is automatic.
|
||||
9. For remote Enterprise/Cloud writes, never drop-then-reuse or `mode="overwrite"` the same table name — see "Enterprise: never drop-then-reuse the same table name" below. This is the main local-vs-remote write pitfall.
|
||||
10. If reviewing an existing file or repo, run `scripts/check_materialization.py` on the relevant paths and inspect each finding before editing.
|
||||
11. Cross-check unfamiliar or non-trivial API claims against the source tree instead of relying on memory.
|
||||
|
||||
## Core Portability Rule
|
||||
|
||||
Do not write code that assumes a local table API will exist on a remote table. Remote tables can be very large, so whole-table materialization helpers are intentionally unavailable or unsafe.
|
||||
|
||||
This does **not** mean result conversion is forbidden. Bounded query/search result collection is normal:
|
||||
|
||||
- Python: `table.search(...).select([...]).limit(10).to_pandas()`
|
||||
- TypeScript: `await table.search(...).select([...]).limit(10).toArray()`
|
||||
|
||||
The unsafe pattern is table-level or unbounded collection, plus local-only dataset escape hatches in remote code:
|
||||
|
||||
- Python: `table.to_pandas()`, `table.to_arrow()`, `table.to_polars()`; `table.to_lance()` is local/OSS-only dataset access, not materialization
|
||||
- TypeScript: `await table.toArrow()`, `await table.query().toArray()` without `limit()`
|
||||
|
||||
## Enterprise: never drop-then-reuse the same table name
|
||||
|
||||
LanceDB Enterprise/Cloud splits a **control plane** (DDL: create/drop/rename) from a **data plane** (query nodes that serve reads). Query nodes cache the resolved dataset for a table name for up to `table_cache_ttl` — **default 300 seconds (5 minutes)**. After you drop or overwrite a table, the control plane updates immediately but the data plane keeps serving the *old* dataset until that cache entry expires. During the window the two planes disagree.
|
||||
|
||||
The failure this causes: you `drop_table("t")` then immediately `create_table("t", ...)` (or `create_table("t", ..., mode="overwrite")`). The DDL returns success, but every query against `t` returns **`500 Internal Server Error`** (the query node resolves the stale/deleted dataset), and a fresh `describe` may still show the *old* schema/version. It looks like your write silently failed; it didn't — the name is cached.
|
||||
|
||||
**`mode="overwrite"` has the same problem** — it is a drop+create of the same name under the hood.
|
||||
|
||||
Rules for portable Enterprise ingestion:
|
||||
|
||||
1. **Never reuse a table name you just dropped/overwrote within the cache TTL.** Do not use `mode="overwrite"` to replace an existing Enterprise table in place.
|
||||
2. To (re)load data, **write to a fresh table name** (e.g. `<table>_v2`, or a run-stamped suffix). A brand-new name has no cached data-plane entry, so writes and reads work immediately.
|
||||
3. Before creating, `list_tables()` and **fail loudly if the name already exists** rather than overwriting — prompt for a new name.
|
||||
4. To land on a specific final name that is currently occupied by an old table: drop the old table, **wait out the TTL (~5 min), then `rename_table(fresh_name, final_name)`**. Renaming onto a name whose old dataset is still cached hits the same race, so the wait is mandatory. `rename_table` is a supported control-plane op.
|
||||
5. When you hand a table name back to a human, tell them which step still needs the propagation wait (usually: "the old `t` was dropped; run the rename in ~5 minutes").
|
||||
|
||||
This is Enterprise/Cloud-specific. Local/OSS tables have no separate data plane, so `mode="overwrite"` and immediate same-name reuse are fine there.
|
||||
|
||||
## Script
|
||||
|
||||
Run the scanner when reviewing or modifying an existing codebase:
|
||||
|
||||
```bash
|
||||
python skills/lancedb/scripts/check_materialization.py path/to/file_or_dir
|
||||
```
|
||||
|
||||
The script reports likely unsafe full-table materialization in Python and TypeScript. Treat results as review prompts, not automatic proof of a bug.
|
||||
@@ -1,105 +0,0 @@
|
||||
# Python API Reference
|
||||
|
||||
Quick method reference for Python LanceDB code. Cross-check source for non-trivial claims.
|
||||
|
||||
## Connect
|
||||
|
||||
```python
|
||||
import lancedb
|
||||
|
||||
db = lancedb.connect("./camelot-db") # local/OSS
|
||||
db = lancedb.connect("db://my-db", api_key=api_key, region=region) # remote
|
||||
```
|
||||
|
||||
**Place the local database directory next to the script/entrypoint that opens it** (i.e. resolve the path relative to the script, `Path(__file__).parent / "camelot-db"`), not buried under a shared `data/` folder. The Lance dataset is the database, not a data file — keeping it beside its code makes ownership obvious and paths stable regardless of the working directory the script is launched from.
|
||||
|
||||
**Do not name the directory `lancedb`** (e.g. `./lancedb`, `./data/lancedb`). It collides with the imported `lancedb` package name, which is confusing to read and easy to shadow in scripts. Give it a name derived from the repo or dataset with a clear prefix/suffix — for example `./<dataset>-db`, `./<repo>_lancedb`, or `./vectordb`.
|
||||
|
||||
Async:
|
||||
|
||||
```python
|
||||
db = await lancedb.connect_async("./camelot-db")
|
||||
```
|
||||
|
||||
## Table Reads
|
||||
|
||||
| Task | Preferred API |
|
||||
| --- | --- |
|
||||
| Vector search | `table.search(query_vector).limit(k)` |
|
||||
| Full scan with filters/projection (sync) | `table.search().where(...).select(...).limit(...)` |
|
||||
| Full scan with filters/projection (async) | `table.query().where(...).select(...).limit(...)` |
|
||||
| Filter | `.where("col > 10")` |
|
||||
| Projection | `.select(["id", "text"])` |
|
||||
| Bound result count | `.limit(20)` |
|
||||
| Collect bounded result as Python objects (default, no extra deps) | `.to_list()` on query/search result |
|
||||
| Collect bounded result as Arrow (default, `pyarrow` always available) | `.to_arrow()` on query/search result |
|
||||
| Collect bounded result as pandas (only if project uses pandas) | `.to_pandas()` on query/search result |
|
||||
| Collect bounded result as Polars (only if project uses polars) | `.to_polars()` on query/search result |
|
||||
|
||||
## Sync vs Async Scan API
|
||||
|
||||
The plain-scan entry point differs between the sync and async clients. **Verified against `lancedb` 0.34.0** — re-check if the pinned version changes:
|
||||
|
||||
- **Sync** (`lancedb.connect(...)`): the table has **no `.query()` method**. Use `.search()` with no argument for a plain scan; it returns a query builder that supports `.where()`, `.select()`, `.limit()`, and the `.to_list()` / `.to_arrow()` / `.to_pandas()` / `.to_polars()` collectors.
|
||||
```python
|
||||
rows = table.search().where("status = 'ready'").select(["id", "text"]).limit(20).to_list()
|
||||
```
|
||||
- **Async** (`lancedb.connect_async(...)`): the table has **both** `.query()` and `.search()`. Use `.query()` for a plain scan.
|
||||
```python
|
||||
rows = await async_table.query().where("status = 'ready'").select(["id", "text"]).limit(20).to_list()
|
||||
```
|
||||
|
||||
Do not call `table.query()` on a sync table — it raises `AttributeError`.
|
||||
|
||||
## Local vs Remote Table Methods
|
||||
|
||||
| API | Local table | Remote table | Agent guidance |
|
||||
| --- | --- | --- | --- |
|
||||
| `table.search(...)` | Yes | Yes | Preferred read path (sync + async) |
|
||||
| `table.query()` | Async only | Async only | Sync scan path is `table.search()`; `.query()` is the async scan builder |
|
||||
| `table.to_pandas()` | Yes | No / unsafe for portability | Avoid in portable code |
|
||||
| `table.to_arrow()` | Yes | No / unsafe for portability | Avoid in portable code |
|
||||
| `table.to_polars()` | Yes | No / unsafe for portability | Avoid in portable code |
|
||||
| `table.to_lance()` | Yes | No | Local/OSS escape hatch only |
|
||||
|
||||
## Indexes
|
||||
|
||||
Use `create_index(...)` for vector indexes and modern index configs. Use scalar indexes for filtered or merge keys.
|
||||
|
||||
Common calls:
|
||||
|
||||
```python
|
||||
table.create_index("vector")
|
||||
table.create_scalar_index("status")
|
||||
table.create_fts_index("text")
|
||||
```
|
||||
|
||||
Check source docs before specifying advanced index config names or parameters.
|
||||
|
||||
## Filtering And Recall Knobs
|
||||
|
||||
```python
|
||||
table.search(query_vector).where("status = 'ready'") # pre-filter by default
|
||||
table.search(query_vector).where("status = 'ready'", prefilter=False)
|
||||
table.search(query_vector).limit(10).refine_factor(20)
|
||||
table.search(query_vector).limit(10).nprobes(50)
|
||||
```
|
||||
|
||||
Use post-filtering only when fewer than `limit` results are acceptable.
|
||||
|
||||
## Diagnostics
|
||||
|
||||
```python
|
||||
print(table.search(query_vector).where("year > 2000").limit(10).analyze_plan())
|
||||
print(table.index_stats("vector_idx"))
|
||||
```
|
||||
|
||||
Use these before changing indexes or search tuning.
|
||||
|
||||
## Maintenance
|
||||
|
||||
```python
|
||||
table.optimize()
|
||||
```
|
||||
|
||||
Call this after every successful local/OSS ingestion. It handles compaction, cleanup of old versions according to retention, and index optimization. Do not add this for LanceDB Enterprise/Cloud remote tables; Enterprise handles compaction and cleanup automatically from cluster configuration.
|
||||
@@ -1,173 +0,0 @@
|
||||
# Python Patterns
|
||||
|
||||
Use these patterns when writing Python code with `lancedb`.
|
||||
|
||||
## Before Writing Code
|
||||
|
||||
Choose the output type from what the project actually depends on. **Do not assume `pandas` or `polars` is installed** — they are heavy dependencies that many LanceDB projects do not use. `pyarrow`, by contrast, ships as a LanceDB dependency and is always available, so it is a safe default to lean on.
|
||||
|
||||
Default output (after applying `select()` and `limit()`):
|
||||
|
||||
- **Python objects**: `.to_list()` — a list of dicts, no extra dependencies. Prefer this for scripts, examples, and agent-generated code unless there is a reason to do otherwise.
|
||||
- **PyArrow**: `.to_arrow()` — a `pyarrow.Table`, when the surrounding code is Arrow-native or you need columnar/zero-copy handoff.
|
||||
|
||||
Only reach for a DataFrame when the project *already* declares that dependency:
|
||||
|
||||
- Pandas projects (pandas in `pyproject.toml`/requirements): `.to_pandas()`.
|
||||
- Polars projects (polars declared): `.to_polars()`.
|
||||
|
||||
If unsure, check the dependency manifest or the imports in surrounding files. When in doubt, use `.to_list()` or `.to_arrow()`.
|
||||
|
||||
## Schema Design and Validation
|
||||
|
||||
Favor `LanceModel` and Pydantic validation for Python schemas. They keep field
|
||||
types readable, validate source records before a write, and map directly to a
|
||||
LanceDB schema. Use `Vector(dimension)` for fixed-size vectors:
|
||||
|
||||
```python
|
||||
from lancedb.pydantic import LanceModel, Vector
|
||||
|
||||
class Document(LanceModel):
|
||||
id: int
|
||||
text: str
|
||||
vector: Vector(384, nullable=False)
|
||||
|
||||
rows = [Document.model_validate(row) for row in source_rows]
|
||||
table = db.create_table("documents", schema=Document)
|
||||
table.add(rows)
|
||||
```
|
||||
|
||||
Use PyArrow schemas instead when the pipeline is already Arrow-native, needs
|
||||
record-batch streaming, or has runtime schema requirements that would make a
|
||||
Pydantic model harder to understand. Declare Pydantic as a direct project
|
||||
dependency when application code imports it, even if LanceDB also depends on it.
|
||||
|
||||
## Recommended Patterns
|
||||
|
||||
### Bounded search or query
|
||||
|
||||
Use this for application reads, examples, notebooks, and agent-generated scripts:
|
||||
|
||||
```python
|
||||
results = (
|
||||
table.search(query_vector)
|
||||
.where("status = 'ready'")
|
||||
.select(["id", "text"])
|
||||
.limit(20)
|
||||
.to_list() # or .to_arrow(); .to_pandas()/.to_polars() only if the project uses them
|
||||
)
|
||||
```
|
||||
|
||||
Why: `search()` works across local and remote tables and on both the sync and async clients. `select()` avoids fetching unused columns. `limit()` prevents accidental full-table reads. `.to_list()` and `.to_arrow()` avoid assuming pandas/polars is installed (see "Before Writing Code").
|
||||
|
||||
For a **plain scan** (no query vector), the entry point differs by client:
|
||||
|
||||
```python
|
||||
# Sync client: no .query() method — use .search() with no argument.
|
||||
rows = table.search().where("status = 'ready'").select(["id", "text"]).limit(20).to_list()
|
||||
|
||||
# Async client: use .query().
|
||||
rows = await async_table.query().where("status = 'ready'").select(["id", "text"]).limit(20).to_list()
|
||||
```
|
||||
|
||||
`table.query()` on a sync table raises `AttributeError` (verified on `lancedb` 0.34.0). See the "Sync vs Async Scan API" section in `api_reference.md`.
|
||||
|
||||
### Bounded query result conversion
|
||||
|
||||
It is fine to collect bounded query/search results:
|
||||
|
||||
```python
|
||||
arrow_table = table.search().select(["id"]).limit(100).to_arrow() # sync plain scan
|
||||
rows = table.search(query_vector).limit(10).to_list()
|
||||
df = table.search(query_vector).limit(10).to_pandas() # only if pandas is a project dep
|
||||
```
|
||||
|
||||
### Local-only Lance dataset API
|
||||
|
||||
`table.to_lance()` does not itself materialize the full dataset. It returns the underlying `lance.LanceDataset`, making the table accessible through the PyLance dataset API. Use it when the task is explicitly local/OSS and needs Lance dataset methods not exposed by LanceDB:
|
||||
|
||||
```python
|
||||
# Local/OSS only: RemoteTable does not expose table.to_lance().
|
||||
ds = table.to_lance()
|
||||
for batch in ds.to_batches(columns=["id", "text"], batch_size=10_000):
|
||||
process(batch)
|
||||
```
|
||||
|
||||
### Async Python
|
||||
|
||||
Keep the same shape and bound the result before collecting:
|
||||
|
||||
```python
|
||||
results = await (
|
||||
async_table.query()
|
||||
.where("status = 'ready'")
|
||||
.select(["id", "text"])
|
||||
.limit(20)
|
||||
.to_list() # or .to_arrow()
|
||||
)
|
||||
```
|
||||
|
||||
## Anti-Patterns
|
||||
|
||||
**Avoid the following anti-patterns in your code.**
|
||||
|
||||
### Table-level full materialization
|
||||
|
||||
Avoid whole-table collectors in portable or large-table code:
|
||||
|
||||
```python
|
||||
df = table.to_pandas()
|
||||
arrow_table = table.to_arrow()
|
||||
polars_df = table.to_polars()
|
||||
```
|
||||
|
||||
Why: local tables expose these whole-table collectors, but remote tables intentionally do not — a remote production table can be far larger than a local development table, so it is easy to accidentally pull the entire table into memory.
|
||||
|
||||
`table.to_lance()` is different: it is not a full materialization call, but it is still local/OSS-only and should not appear in code meant to run against remote Enterprise tables.
|
||||
|
||||
### Unbounded result collection
|
||||
|
||||
Avoid query/search collection without a meaningful limit:
|
||||
|
||||
```python
|
||||
rows = table.search().to_list() # unbounded plain scan
|
||||
rows = table.search(query_vector).to_list() # unbounded vector search
|
||||
```
|
||||
|
||||
Prefer `select(...).limit(...)` before collecting; for large reads, stream in batches instead.
|
||||
|
||||
### Per-row writes
|
||||
|
||||
Avoid loops that write one row per call:
|
||||
|
||||
```python
|
||||
for row in rows:
|
||||
table.add([row]) # one commit + fragment per row
|
||||
```
|
||||
|
||||
Each `add()` creates a new version and fragment. Pass the whole batch in a single call, or chunk very large inputs:
|
||||
|
||||
```python
|
||||
table.add(rows) # single commit
|
||||
# for very large inputs, add batches of several thousand rows
|
||||
```
|
||||
|
||||
After the final successful write to an embedded OSS table, call
|
||||
`table.optimize()`. Skip this for Enterprise/Cloud tables because their
|
||||
maintenance is automatic.
|
||||
|
||||
### Drop-then-reuse the same table name (Enterprise/Cloud)
|
||||
|
||||
Avoid dropping or overwriting a remote table and then reusing that name right away:
|
||||
|
||||
```python
|
||||
db.drop_table("my_table")
|
||||
table = db.create_table("my_table", data=rows) # reads 500 for ~5 min
|
||||
table = db.create_table("my_table", data=rows, mode="overwrite") # same problem
|
||||
```
|
||||
|
||||
Why: Enterprise/Cloud splits DDL (control plane) from query serving (data plane). The data plane caches the dataset behind a table name for up to `table_cache_ttl` (default 300s / 5 min), so after a drop/overwrite the DDL succeeds but queries against the reused name return `500 Internal Server Error` until the cache expires — and a fresh `describe` may still show the old schema. Instead, write to a **fresh name**, use `list_tables()` and fail if it already exists, then `rename_table(fresh, final)` onto the final name only after the old table's drop has propagated (~5 min). See the "Enterprise: never drop-then-reuse the same table name" section in `SKILL.md`. Local/OSS tables have no separate data plane — overwrite freely there.
|
||||
|
||||
### Guessing performance fixes
|
||||
|
||||
Avoid changing `nprobes`, `refine_factor`, or index types before checking the query plan and index stats. Diagnose first, then tune one knob at a time.
|
||||
@@ -1,131 +0,0 @@
|
||||
# Python Performance Guidance
|
||||
|
||||
Use this when writing Python code that ingests data, queries large tables, builds indexes, or investigates latency.
|
||||
|
||||
## Ingestion
|
||||
|
||||
### Recommended: validate schemas and records with Pydantic
|
||||
|
||||
Favor `LanceModel` for readable Python schema definitions and validate source
|
||||
records before writing. Use PyArrow directly for Arrow-native or streaming
|
||||
pipelines where it is the clearer representation.
|
||||
|
||||
```python
|
||||
from lancedb.pydantic import LanceModel, Vector
|
||||
|
||||
class Document(LanceModel):
|
||||
id: int
|
||||
text: str
|
||||
vector: Vector(384, nullable=False)
|
||||
|
||||
rows = [Document.model_validate(row) for row in source_rows]
|
||||
table = db.create_table("documents", schema=Document)
|
||||
table.add(rows)
|
||||
```
|
||||
|
||||
### Recommended: bulk ingestion for materialized data
|
||||
|
||||
```python
|
||||
table.add(arrow_table)
|
||||
table.add(df)
|
||||
table.add(pa.dataset("data/", format="parquet"))
|
||||
```
|
||||
|
||||
For very large initial loads, create the table empty first, then call `add(...)`. Passing data directly to `create_table(name, data)` can skip the auto-parallel write path.
|
||||
|
||||
### Recommended: iterator ingestion for generated or streamed data
|
||||
|
||||
```python
|
||||
def batches():
|
||||
for raw in source:
|
||||
vectors = model.encode(raw["text"])
|
||||
yield pa.RecordBatch.from_pydict({**raw, "vector": vectors})
|
||||
|
||||
table.add(batches())
|
||||
```
|
||||
|
||||
Use chunks of several thousand rows or more when practical. Tiny batches and per-row writes create many small fragments.
|
||||
|
||||
### Anti-pattern: per-row `add()`
|
||||
|
||||
```python
|
||||
for row in rows:
|
||||
table.add([row])
|
||||
```
|
||||
|
||||
Each call creates a version and fragment. This slows ingestion and later queries.
|
||||
|
||||
## Indexing
|
||||
|
||||
- Build a vector index once brute-force vector search becomes too slow. As a rule of thumb, local brute force is fine below roughly 100K vectors; beyond that, build an index.
|
||||
- Use `IVF_PQ` as the general-purpose default. Enterprise builds this automatically.
|
||||
- Use scalar indexes for filtered columns and merge/upsert keys.
|
||||
- Use `BTREE` for mostly distinct numeric/string/temporal columns, `BITMAP` for booleans and low-cardinality columns, and `LABEL_LIST` for list membership queries.
|
||||
- Keep full-text defaults unless phrase queries require position data.
|
||||
|
||||
## Querying
|
||||
|
||||
Always be explicit:
|
||||
|
||||
```python
|
||||
table.search(query_vector).select(["id", "title"]).limit(20)
|
||||
```
|
||||
|
||||
- `select()` reduces bytes read and transferred.
|
||||
- `limit()` prevents accidental full-table materialization.
|
||||
- Pre-filtering is the default and guarantees returned rows satisfy the predicate.
|
||||
- Use post-filtering only when fewer than `limit` results are acceptable.
|
||||
|
||||
## Recall Tuning
|
||||
|
||||
Tune one knob at a time:
|
||||
|
||||
- Quantized indexes: raise `refine_factor` to rescore more candidates on full vectors.
|
||||
- HNSW-backed indexes: raise `ef`; start around `1.5 * k`, increase toward `10 * k` if recall is short.
|
||||
- IVF candidate breadth: `nprobes` is auto-tuned; override only when a selective pre-filter leaves too few neighbors.
|
||||
|
||||
## Maintenance
|
||||
|
||||
After every successful embedded OSS/local ingestion, call `table.optimize()`.
|
||||
Do not add this to LanceDB Enterprise/Cloud remote table code; remote compaction
|
||||
and cleanup are handled automatically based on the Enterprise cluster
|
||||
configuration.
|
||||
|
||||
Why local maintenance is needed:
|
||||
|
||||
- Frequent writes can create many small fragments. Queries then need to scan across more files, which can increase latency.
|
||||
- Updates, deletes, and appends create new table versions. Old versions are retained for time travel and rollback, which can grow disk usage.
|
||||
- Indexes may have newly added rows that are not yet fully optimized into the index structure.
|
||||
|
||||
For local/OSS tables, run `optimize()` after the final successful ingestion
|
||||
write. Also run it after later batches of update/delete operations or on a
|
||||
regular maintenance schedule:
|
||||
|
||||
```python
|
||||
table.optimize()
|
||||
```
|
||||
|
||||
If the user wants more aggressive local disk cleanup, pass a shorter cleanup retention window:
|
||||
|
||||
```python
|
||||
from datetime import timedelta
|
||||
|
||||
table.optimize(cleanup_older_than=timedelta(days=1))
|
||||
```
|
||||
|
||||
Do not use very short cleanup windows when the application depends on time travel, rollback, or old versions.
|
||||
|
||||
## Diagnostics
|
||||
|
||||
Before changing code or indexes, inspect:
|
||||
|
||||
```python
|
||||
print(table.search(query_vector).where("year > 2000").limit(10).analyze_plan())
|
||||
print(table.index_stats("vector_idx"))
|
||||
```
|
||||
|
||||
Look for high scan bytes, missing indexes, fragmented data, and unindexed rows.
|
||||
|
||||
## Python Multiprocessing
|
||||
|
||||
When using multiprocessing, use `spawn` rather than `fork`. LanceDB is multi-threaded internally, and `fork` plus a multi-threaded process is unsafe.
|
||||
@@ -1,78 +0,0 @@
|
||||
# TypeScript API Reference
|
||||
|
||||
Quick method reference for TypeScript LanceDB code. Cross-check source for non-trivial claims.
|
||||
|
||||
## Connect
|
||||
|
||||
```typescript
|
||||
import * as lancedb from "@lancedb/lancedb";
|
||||
|
||||
const db = await lancedb.connect("./camelot-db");
|
||||
```
|
||||
|
||||
**Place the local database directory next to the script/entrypoint that opens it** (resolve the path relative to the module, e.g. via `import.meta.dirname` / `__dirname`), not buried under a shared `data/` folder. The Lance dataset is the database, not a data file — keeping it beside its code makes ownership obvious and paths stable regardless of the working directory the script is launched from.
|
||||
|
||||
**Do not name the directory `lancedb`** (e.g. `./lancedb`, `./data/lancedb`). It collides with the imported `lancedb` package/namespace, which is confusing to read. Give it a name derived from the repo or dataset with a clear prefix/suffix — for example `./<dataset>-db`, `./<repo>_lancedb`, or `./vectordb`.
|
||||
|
||||
Remote connections use `db://...` plus Enterprise/Cloud credentials and deployment settings. Check current source/docs for exact connection options.
|
||||
|
||||
## Table Reads
|
||||
|
||||
| Task | Preferred API |
|
||||
| --- | --- |
|
||||
| Vector search | `table.search(queryVector).limit(k)` |
|
||||
| Full scan with filters/projection | `table.query().where(...).select(...).limit(...)` |
|
||||
| Filter | `.where("col > 10")` |
|
||||
| Projection | `.select(["id", "text"])` |
|
||||
| Bound result count | `.limit(20)` |
|
||||
| Collect bounded result as objects | `.toArray()` on query/search result |
|
||||
| Collect bounded result as Arrow | `.toArrow()` on query/search result |
|
||||
| Stream result batches | `for await (const batch of table.query()...)` |
|
||||
|
||||
## Local vs Remote Safety
|
||||
|
||||
| API | Agent guidance |
|
||||
| --- | --- |
|
||||
| `table.search(...)` | Preferred read path |
|
||||
| `table.query()` | Preferred scan/filter path |
|
||||
| `await table.toArrow()` | Avoid in portable or large-table code |
|
||||
| `await table.query().toArray()` with no `limit()` | Avoid; unbounded collection |
|
||||
| `await table.query().toArrow()` with no `limit()` | Avoid; unbounded collection |
|
||||
|
||||
## Indexes
|
||||
|
||||
```typescript
|
||||
await table.createIndex("vector");
|
||||
await table.createIndex("status");
|
||||
```
|
||||
|
||||
Use vector indexes for large vector search workloads and scalar indexes for filtered columns or merge/upsert keys. Check source/docs before specifying advanced index options.
|
||||
|
||||
## Filtering And Recall Knobs
|
||||
|
||||
```typescript
|
||||
await table.search(queryVector).where("status = 'ready'").limit(10).toArray();
|
||||
await table.search(queryVector).limit(10).refineFactor(20).toArray();
|
||||
await table.search(queryVector).limit(10).nprobes(50).toArray();
|
||||
await table.search(queryVector).limit(10).ef(100).toArray();
|
||||
await table.search(queryVector).where("status = 'ready'").postfilter().limit(10).toArray();
|
||||
```
|
||||
|
||||
Use `postfilter()` only when fewer than `limit` results are acceptable.
|
||||
|
||||
## Diagnostics
|
||||
|
||||
```typescript
|
||||
console.log(await table.search(queryVector).where("year > 2000").limit(10).analyzePlan());
|
||||
console.log(await table.indexStats("vector_idx"));
|
||||
```
|
||||
|
||||
Use these before changing indexes or search tuning.
|
||||
|
||||
## Maintenance
|
||||
|
||||
```typescript
|
||||
await table.optimize();
|
||||
```
|
||||
|
||||
Call this after every successful local/OSS ingestion. It handles compaction, cleanup of old versions according to retention, and index optimization. Do not add this for LanceDB Enterprise/Cloud remote tables; Enterprise handles compaction and cleanup automatically from cluster configuration.
|
||||
@@ -1,100 +0,0 @@
|
||||
# TypeScript Patterns
|
||||
|
||||
Use these patterns when writing TypeScript code with `@lancedb/lancedb`.
|
||||
|
||||
## Recommended Patterns
|
||||
|
||||
### Bounded query
|
||||
|
||||
Use this for application reads, scripts, and examples:
|
||||
|
||||
```typescript
|
||||
const rows = await table
|
||||
.query()
|
||||
.where("status = 'ready'")
|
||||
.select(["id", "text"])
|
||||
.limit(20)
|
||||
.toArray();
|
||||
```
|
||||
|
||||
### Bounded vector search
|
||||
|
||||
```typescript
|
||||
const rows = await table
|
||||
.search(queryVector)
|
||||
.select(["id", "text"])
|
||||
.limit(20)
|
||||
.toArray();
|
||||
```
|
||||
|
||||
### Batch streaming for larger reads
|
||||
|
||||
When the task needs many rows, avoid collecting everything at once:
|
||||
|
||||
```typescript
|
||||
for await (const batch of table
|
||||
.query()
|
||||
.where("status = 'ready'")
|
||||
.select(["id", "text"])
|
||||
.limit(10_000)) {
|
||||
process(batch);
|
||||
}
|
||||
```
|
||||
|
||||
## Anti-Patterns
|
||||
|
||||
**Avoid the following anti-patterns in your code.**
|
||||
|
||||
### Table-level full materialization
|
||||
|
||||
Avoid whole-table collectors in portable or large-table code:
|
||||
|
||||
```typescript
|
||||
const tableArrow = await table.toArrow();
|
||||
```
|
||||
|
||||
Why: local tables expose these whole-table collectors, but remote tables intentionally do not — a remote production table can be far larger than a local development table, so it is easy to accidentally pull the entire table into memory.
|
||||
|
||||
### Unbounded result collection
|
||||
|
||||
Avoid query/search collection without a meaningful limit:
|
||||
|
||||
```typescript
|
||||
const rows = await table.query().toArray(); // unbounded plain scan
|
||||
const rows = await table.search(queryVector).toArray(); // unbounded vector search
|
||||
```
|
||||
|
||||
Prefer `select(...).limit(...)` before collecting; for large reads, stream in batches instead.
|
||||
|
||||
### Per-row writes
|
||||
|
||||
Avoid loops that write one row per call:
|
||||
|
||||
```typescript
|
||||
for (const row of rows) {
|
||||
await table.add([row]); // one commit + fragment per row
|
||||
}
|
||||
```
|
||||
|
||||
Each `add()` creates a new version and fragment. Pass the whole batch in a single call, or chunk very large inputs:
|
||||
|
||||
```typescript
|
||||
await table.add(rows); // single commit
|
||||
// for very large inputs, add in chunks of several thousand rows
|
||||
```
|
||||
|
||||
### Drop-then-reuse the same table name (Enterprise/Cloud)
|
||||
|
||||
Avoid dropping or overwriting a remote table and then reusing that name right away:
|
||||
|
||||
```typescript
|
||||
await db.dropTable("my_table");
|
||||
const table = await db.createTable("my_table", rows); // reads 500 for ~5 min
|
||||
const table = await db.createTable("my_table", rows, { mode: "overwrite" }); // same problem
|
||||
```
|
||||
|
||||
Why: Enterprise/Cloud splits DDL (control plane) from query serving (data plane). The data plane caches the dataset behind a table name for up to `table_cache_ttl` (default 300s / 5 min), so after a drop/overwrite the DDL succeeds but queries against the reused name return `500 Internal Server Error` until the cache expires — and a fresh `describe` may still show the old schema. Instead, write to a **fresh name**, use `tableNames()` and fail if it already exists, then `renameTable(fresh, final)` onto the final name only after the old table's drop has propagated (~5 min). See the "Enterprise: never drop-then-reuse the same table name" section in `SKILL.md`. Local/OSS tables have no separate data plane — overwrite freely there.
|
||||
|
||||
### Guessing performance fixes
|
||||
|
||||
Avoid changing `nprobes`, `refineFactor`, `ef`, or index settings before checking `analyzePlan()` and `indexStats(...)`. Diagnose first, then tune one knob at a time.
|
||||
@@ -1,78 +0,0 @@
|
||||
# TypeScript Performance Guidance
|
||||
|
||||
Use this when writing TypeScript code that ingests data, queries large tables, builds indexes, or investigates latency.
|
||||
|
||||
## Ingestion
|
||||
|
||||
- Prefer bulk or batched writes.
|
||||
- Avoid per-row write loops; they create many small commits/fragments.
|
||||
- For generated data, accumulate reasonable batches before adding.
|
||||
- For file-backed data, prefer APIs that stream from Arrow/Parquet-style inputs when available.
|
||||
|
||||
## Indexing
|
||||
|
||||
- Build a vector index once brute-force vector search becomes too slow. As a rule of thumb, local brute force is fine below roughly 100K vectors; beyond that, build an index.
|
||||
- Use the general-purpose vector index defaults unless the task has explicit recall/latency requirements.
|
||||
- Build scalar indexes for filtered columns and merge/upsert keys.
|
||||
- Use full-text index phrase options only when phrase queries require them.
|
||||
|
||||
## Querying
|
||||
|
||||
Always be explicit:
|
||||
|
||||
```typescript
|
||||
await table.search(queryVector).select(["id", "title"]).limit(20).toArray();
|
||||
```
|
||||
|
||||
- `select()` reduces bytes read and transferred.
|
||||
- `limit()` prevents accidental full-table collection.
|
||||
- Pre-filtering is the default behavior. Use `postfilter()` only when fewer than `limit` results are acceptable.
|
||||
|
||||
## Recall Tuning
|
||||
|
||||
Tune one knob at a time:
|
||||
|
||||
- Quantized indexes: raise `refineFactor(...)` to rescore more candidates on full vectors.
|
||||
- HNSW-backed indexes: raise `ef(...)`; start around `1.5 * k`, increase toward `10 * k` if recall is short.
|
||||
- IVF candidate breadth: `nprobes(...)` is usually auto-tuned; override only when a selective pre-filter leaves too few neighbors.
|
||||
|
||||
## Maintenance
|
||||
|
||||
After every successful embedded OSS/local ingestion, call `table.optimize()`.
|
||||
Do not add this to LanceDB Enterprise/Cloud remote table code; remote compaction
|
||||
and cleanup are handled automatically based on the Enterprise cluster
|
||||
configuration.
|
||||
|
||||
Why local maintenance is needed:
|
||||
|
||||
- Frequent writes can create many small fragments. Queries then need to scan across more files, which can increase latency.
|
||||
- Updates, deletes, and appends create new table versions. Old versions are retained for time travel and rollback, which can grow disk usage.
|
||||
- Indexes may have newly added rows that are not yet fully optimized into the index structure.
|
||||
|
||||
For local/OSS tables, run `optimize()` after the final successful ingestion
|
||||
write. Also run it after later batches of update/delete operations or on a
|
||||
regular maintenance schedule:
|
||||
|
||||
```typescript
|
||||
await table.optimize();
|
||||
```
|
||||
|
||||
If the user wants more aggressive local disk cleanup, pass a shorter cleanup retention window:
|
||||
|
||||
```typescript
|
||||
const olderThan = new Date(Date.now() - 24 * 60 * 60 * 1000);
|
||||
await table.optimize({ cleanupOlderThan: olderThan });
|
||||
```
|
||||
|
||||
Do not use very short cleanup windows when the application depends on time travel, rollback, or old versions.
|
||||
|
||||
## Diagnostics
|
||||
|
||||
Before changing code or indexes, inspect:
|
||||
|
||||
```typescript
|
||||
console.log(await table.search(queryVector).where("year > 2000").limit(10).analyzePlan());
|
||||
console.log(await table.indexStats("vector_idx"));
|
||||
```
|
||||
|
||||
Look for high scan cost, missing indexes, fragmented data, and unindexed rows.
|
||||
@@ -1,135 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Scan Python and TypeScript for likely unsafe LanceDB materialization."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import re
|
||||
import sys
|
||||
from dataclasses import dataclass
|
||||
from pathlib import Path
|
||||
|
||||
|
||||
PY_FULL_TABLE = re.compile(r"\b\w+\.(to_pandas|to_arrow|to_polars)\s*\(")
|
||||
TS_TABLE_TO_ARROW = re.compile(r"\b\w+\.toArrow\s*\(")
|
||||
TS_QUERY_COLLECTOR = re.compile(r"\.query\s*\(\s*\)[\s\S]*?\.to(Array|Arrow)\s*\(")
|
||||
|
||||
|
||||
@dataclass
|
||||
class Finding:
|
||||
path: Path
|
||||
line: int
|
||||
message: str
|
||||
text: str
|
||||
|
||||
|
||||
def iter_files(paths: list[Path]) -> list[Path]:
|
||||
files: list[Path] = []
|
||||
for path in paths:
|
||||
if path.is_dir():
|
||||
files.extend(
|
||||
p
|
||||
for p in path.rglob("*")
|
||||
if p.suffix in {".py", ".ts", ".tsx"} and "node_modules" not in p.parts
|
||||
)
|
||||
elif path.suffix in {".py", ".ts", ".tsx"}:
|
||||
files.append(path)
|
||||
return sorted(set(files))
|
||||
|
||||
|
||||
def line_number(text: str, offset: int) -> int:
|
||||
return text.count("\n", 0, offset) + 1
|
||||
|
||||
|
||||
def scan_python(path: Path, text: str) -> list[Finding]:
|
||||
findings: list[Finding] = []
|
||||
for match in PY_FULL_TABLE.finditer(text):
|
||||
line_start = text.rfind("\n", 0, match.start()) + 1
|
||||
line_end = text.find("\n", match.start())
|
||||
if line_end == -1:
|
||||
line_end = len(text)
|
||||
line = text[line_start:line_end].strip()
|
||||
if ".search(" in line or ".query(" in line:
|
||||
continue
|
||||
findings.append(
|
||||
Finding(
|
||||
path,
|
||||
line_number(text, match.start()),
|
||||
f"Review Python `{match.group(1)}()` call; table-level materialization is not portable to remote tables.",
|
||||
line,
|
||||
)
|
||||
)
|
||||
return findings
|
||||
|
||||
|
||||
def statement_around(text: str, start: int, end: int) -> str:
|
||||
before = max(text.rfind(";", 0, start), text.rfind("\n\n", 0, start))
|
||||
after_candidates = [pos for pos in (text.find(";", end), text.find("\n\n", end)) if pos != -1]
|
||||
after = min(after_candidates) if after_candidates else len(text)
|
||||
return text[before + 1 : after].strip()
|
||||
|
||||
|
||||
def scan_typescript(path: Path, text: str) -> list[Finding]:
|
||||
findings: list[Finding] = []
|
||||
for match in TS_TABLE_TO_ARROW.finditer(text):
|
||||
stmt = statement_around(text, match.start(), match.end())
|
||||
if ".query(" in stmt or ".search(" in stmt:
|
||||
continue
|
||||
findings.append(
|
||||
Finding(
|
||||
path,
|
||||
line_number(text, match.start()),
|
||||
"Review TypeScript `table.toArrow()`-style call; table-level materialization is not portable for large/remote tables.",
|
||||
stmt.splitlines()[0].strip(),
|
||||
)
|
||||
)
|
||||
|
||||
for match in TS_QUERY_COLLECTOR.finditer(text):
|
||||
stmt = statement_around(text, match.start(), match.end())
|
||||
if ".limit(" in stmt:
|
||||
continue
|
||||
findings.append(
|
||||
Finding(
|
||||
path,
|
||||
line_number(text, match.start()),
|
||||
"Review unbounded TypeScript query collection; add `limit()` or stream batches.",
|
||||
stmt.splitlines()[0].strip(),
|
||||
)
|
||||
)
|
||||
return findings
|
||||
|
||||
|
||||
def scan_file(path: Path) -> list[Finding]:
|
||||
text = path.read_text(encoding="utf-8", errors="replace")
|
||||
if path.suffix == ".py":
|
||||
return scan_python(path, text)
|
||||
if path.suffix in {".ts", ".tsx"}:
|
||||
return scan_typescript(path, text)
|
||||
return []
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser(description=__doc__)
|
||||
parser.add_argument("paths", nargs="+", type=Path)
|
||||
parser.add_argument(
|
||||
"--no-fail", action="store_true", help="Always exit 0 after reporting findings."
|
||||
)
|
||||
args = parser.parse_args()
|
||||
|
||||
findings: list[Finding] = []
|
||||
for path in iter_files(args.paths):
|
||||
findings.extend(scan_file(path))
|
||||
|
||||
for finding in findings:
|
||||
print(f"{finding.path}:{finding.line}: {finding.message}")
|
||||
print(f" {finding.text}")
|
||||
|
||||
if findings:
|
||||
print(
|
||||
f"\n{len(findings)} finding(s). Review manually; bounded query result conversion may be OK."
|
||||
)
|
||||
return 0 if args.no_fail or not findings else 1
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
sys.exit(main())
|
||||
+1
-3
@@ -1,5 +1,5 @@
|
||||
[tool.bumpversion]
|
||||
current_version = "0.32.0-beta.1"
|
||||
current_version = "0.23.1-beta.1"
|
||||
parse = """(?x)
|
||||
(?P<major>0|[1-9]\\d*)\\.
|
||||
(?P<minor>0|[1-9]\\d*)\\.
|
||||
@@ -23,8 +23,6 @@ allow_dirty = true
|
||||
commit = true
|
||||
message = "Bump version: {current_version} → {new_version}"
|
||||
commit_args = ""
|
||||
# bump-my-version >=1.4.0 rejects pre_commit_hooks containing shell syntax unless opted in.
|
||||
allow_shell_hooks = true
|
||||
|
||||
# Java maven files
|
||||
pre_commit_hooks = [
|
||||
|
||||
@@ -18,6 +18,6 @@ body:
|
||||
label: Link
|
||||
description: >
|
||||
Provide a link to the existing documentation, if applicable.
|
||||
placeholder: ex. https://docs.lancedb.com/tables/...
|
||||
placeholder: ex. https://lancedb.com/docs/tables/...
|
||||
validations:
|
||||
required: false
|
||||
|
||||
@@ -1,34 +0,0 @@
|
||||
version: 2
|
||||
|
||||
# Scope: the root Cargo workspace, which produces the Rust binaries we
|
||||
# ship to users (the Node.js and Python native extensions). The
|
||||
# `rust/lancedb` library crate shares the same lockfile; its consumers
|
||||
# pick their own dependency versions, but bumping transitive deps here
|
||||
# keeps the binaries we ship current.
|
||||
updates:
|
||||
- package-ecosystem: cargo
|
||||
directory: /
|
||||
schedule:
|
||||
interval: weekly
|
||||
open-pull-requests-limit: 10
|
||||
# Only update Cargo.lock, never widen/raise the version requirements in
|
||||
# Cargo.toml. The goal is keeping the lockfile (and the binaries we ship)
|
||||
# current on security fixes, not forcing our library's consumers onto
|
||||
# newer minimum versions.
|
||||
versioning-strategy: lockfile-only
|
||||
groups:
|
||||
rust-minor-patch:
|
||||
update-types:
|
||||
- minor
|
||||
- patch
|
||||
|
||||
- package-ecosystem: pip
|
||||
directory: /python
|
||||
schedule:
|
||||
interval: weekly
|
||||
# Only update uv.lock, never widen version requirements in pyproject.toml.
|
||||
versioning-strategy: lockfile-only
|
||||
groups:
|
||||
python-deps:
|
||||
patterns:
|
||||
- "*"
|
||||
@@ -3,7 +3,7 @@ name: build-linux-wheel
|
||||
description: "Build a manylinux wheel for lance"
|
||||
inputs:
|
||||
python-minor-version:
|
||||
description: "10, 11, 12, 13"
|
||||
description: "8, 9, 10, 11, 12"
|
||||
required: true
|
||||
args:
|
||||
description: "--release"
|
||||
@@ -23,42 +23,36 @@ runs:
|
||||
steps:
|
||||
- name: CONFIRM ARM BUILD
|
||||
shell: bash
|
||||
env:
|
||||
ARM_BUILD: ${{ inputs.arm-build }}
|
||||
run: |
|
||||
echo "ARM BUILD: $ARM_BUILD"
|
||||
echo "ARM BUILD: ${{ inputs.arm-build }}"
|
||||
- name: Build x86_64 Manylinux wheel
|
||||
if: ${{ inputs.arm-build == 'false' }}
|
||||
uses: PyO3/maturin-action@v1
|
||||
with:
|
||||
maturin-version: "1.12.4"
|
||||
command: build
|
||||
working-directory: python
|
||||
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/' -e PROTOC=/usr/local/bin/protoc"
|
||||
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
|
||||
target: x86_64-unknown-linux-gnu
|
||||
manylinux: ${{ inputs.manylinux }}
|
||||
args: ${{ inputs.args }}
|
||||
before-script-linux: |
|
||||
set -e
|
||||
curl -fsSL https://github.com/protocolbuffers/protobuf/releases/download/v24.4/protoc-24.4-linux-x86_64.zip -o /tmp/protoc.zip
|
||||
unzip /tmp/protoc.zip -d /usr/local
|
||||
rm /tmp/protoc.zip
|
||||
/usr/local/bin/protoc --version
|
||||
curl -L https://github.com/protocolbuffers/protobuf/releases/download/v24.4/protoc-24.4-linux-$(uname -m).zip > /tmp/protoc.zip \
|
||||
&& unzip /tmp/protoc.zip -d /usr/local \
|
||||
&& rm /tmp/protoc.zip
|
||||
- name: Build Arm Manylinux Wheel
|
||||
if: ${{ inputs.arm-build == 'true' }}
|
||||
uses: PyO3/maturin-action@v1
|
||||
with:
|
||||
maturin-version: "1.12.4"
|
||||
command: build
|
||||
working-directory: python
|
||||
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/' -e PROTOC=/usr/local/bin/protoc"
|
||||
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
|
||||
target: aarch64-unknown-linux-gnu
|
||||
manylinux: ${{ inputs.manylinux }}
|
||||
args: ${{ inputs.args }}
|
||||
before-script-linux: |
|
||||
set -e
|
||||
yum install -y clang
|
||||
curl -fsSL https://github.com/protocolbuffers/protobuf/releases/download/v24.4/protoc-24.4-linux-aarch_64.zip -o /tmp/protoc.zip
|
||||
unzip /tmp/protoc.zip -d /usr/local
|
||||
rm /tmp/protoc.zip
|
||||
/usr/local/bin/protoc --version
|
||||
yum install -y clang \
|
||||
&& curl -L https://github.com/protocolbuffers/protobuf/releases/download/v24.4/protoc-24.4-linux-aarch_64.zip > /tmp/protoc.zip \
|
||||
&& unzip /tmp/protoc.zip -d /usr/local \
|
||||
&& rm /tmp/protoc.zip
|
||||
|
||||
@@ -3,7 +3,7 @@ name: build_wheel
|
||||
description: "Build a lance wheel"
|
||||
inputs:
|
||||
python-minor-version:
|
||||
description: "10, 11, 12, 13"
|
||||
description: "8, 9, 10, 11"
|
||||
required: true
|
||||
args:
|
||||
description: "--release"
|
||||
@@ -20,7 +20,6 @@ runs:
|
||||
uses: PyO3/maturin-action@v1
|
||||
with:
|
||||
command: build
|
||||
maturin-version: "1.12.4"
|
||||
# TODO: pass through interpreter
|
||||
args: ${{ inputs.args }}
|
||||
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
|
||||
|
||||
@@ -3,7 +3,7 @@ name: build_wheel
|
||||
description: "Build a lance wheel"
|
||||
inputs:
|
||||
python-minor-version:
|
||||
description: "10, 11, 12, 13, 14"
|
||||
description: "8, 9, 10, 11"
|
||||
required: true
|
||||
args:
|
||||
description: "--release"
|
||||
@@ -25,7 +25,10 @@ runs:
|
||||
uses: PyO3/maturin-action@v1
|
||||
with:
|
||||
command: build
|
||||
maturin-version: "1.12.4"
|
||||
args: ${{ inputs.args }}
|
||||
docker-options: "-e PIP_EXTRA_INDEX_URL='https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/'"
|
||||
working-directory: python
|
||||
- uses: actions/upload-artifact@v4
|
||||
with:
|
||||
name: windows-wheels
|
||||
path: python\target\wheels
|
||||
|
||||
@@ -25,7 +25,7 @@ jobs:
|
||||
# Only runs on tags that matches the make-release action
|
||||
if: startsWith(github.ref, 'refs/tags/v')
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
with:
|
||||
workspaces: rust
|
||||
@@ -42,12 +42,12 @@ jobs:
|
||||
name: Report Workflow Failure
|
||||
runs-on: ubuntu-latest
|
||||
needs: [build]
|
||||
if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
|
||||
if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
|
||||
permissions:
|
||||
contents: read
|
||||
issues: write
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
- uses: ./.github/actions/create-failure-issue
|
||||
with:
|
||||
job-results: ${{ toJSON(needs) }}
|
||||
|
||||
@@ -1,179 +0,0 @@
|
||||
name: Codex Fix CI
|
||||
|
||||
on:
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
workflow_run_url:
|
||||
description: "Failing CI workflow run URL (e.g., https://github.com/lancedb/lancedb/actions/runs/12345678)"
|
||||
required: true
|
||||
type: string
|
||||
branch:
|
||||
description: "Branch to fix (e.g., main, release/v2.0, or feature-branch)"
|
||||
required: true
|
||||
type: string
|
||||
guidelines:
|
||||
description: "Additional guidelines for the fix (optional)"
|
||||
required: false
|
||||
type: string
|
||||
|
||||
permissions:
|
||||
contents: write
|
||||
pull-requests: write
|
||||
actions: read
|
||||
|
||||
jobs:
|
||||
fix-ci:
|
||||
runs-on: warp-ubuntu-latest-x64-4x
|
||||
timeout-minutes: 60
|
||||
env:
|
||||
CC: clang
|
||||
CXX: clang++
|
||||
steps:
|
||||
- name: Show inputs
|
||||
run: |
|
||||
echo "workflow_run_url = ${{ inputs.workflow_run_url }}"
|
||||
echo "branch = ${{ inputs.branch }}"
|
||||
echo "guidelines = ${{ inputs.guidelines }}"
|
||||
|
||||
- name: Checkout Repo
|
||||
uses: actions/checkout@v6
|
||||
with:
|
||||
ref: ${{ inputs.branch }}
|
||||
fetch-depth: 0
|
||||
persist-credentials: true
|
||||
|
||||
- name: Set up Node.js
|
||||
uses: actions/setup-node@v6
|
||||
with:
|
||||
# pnpm 11 (used by the nodejs install step below) requires
|
||||
# Node >= 22.13; use 24 since 22 hits EOL in October.
|
||||
node-version: 24
|
||||
|
||||
- name: Install Codex CLI
|
||||
run: npm install -g @openai/codex
|
||||
|
||||
- name: Install Rust toolchain
|
||||
uses: dtolnay/rust-toolchain@stable
|
||||
with:
|
||||
toolchain: stable
|
||||
components: clippy, rustfmt
|
||||
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
|
||||
- name: Install system dependencies
|
||||
run: |
|
||||
sudo apt-get update
|
||||
sudo apt-get install -y protobuf-compiler libssl-dev
|
||||
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: '3.11'
|
||||
|
||||
- name: Install Python dependencies
|
||||
run: |
|
||||
pip install maturin ruff pytest pyarrow pandas polars
|
||||
|
||||
- name: Set up Java
|
||||
uses: actions/setup-java@v4
|
||||
with:
|
||||
distribution: temurin
|
||||
java-version: '11'
|
||||
cache: maven
|
||||
|
||||
- name: Setup pnpm
|
||||
uses: pnpm/action-setup@v6
|
||||
with:
|
||||
version: 11.1.1
|
||||
- name: Install Node.js dependencies for TypeScript bindings
|
||||
run: |
|
||||
cd nodejs
|
||||
pnpm install --frozen-lockfile
|
||||
|
||||
- name: Configure git user
|
||||
run: |
|
||||
git config user.name "lancedb automation"
|
||||
git config user.email "robot@lancedb.com"
|
||||
|
||||
- name: Run Codex to fix CI failure
|
||||
env:
|
||||
WORKFLOW_RUN_URL: ${{ inputs.workflow_run_url }}
|
||||
BRANCH: ${{ inputs.branch }}
|
||||
GUIDELINES: ${{ inputs.guidelines }}
|
||||
GITHUB_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
OPENAI_API_KEY: ${{ secrets.CODEX_TOKEN }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
|
||||
cat <<EOF >/tmp/codex-prompt.txt
|
||||
You are running inside the lancedb repository on a GitHub Actions runner. Your task is to fix a CI failure.
|
||||
|
||||
Input parameters:
|
||||
- Failing workflow run URL: ${WORKFLOW_RUN_URL}
|
||||
- Branch to fix: ${BRANCH}
|
||||
- Additional guidelines: ${GUIDELINES:-"None provided"}
|
||||
|
||||
Follow these steps exactly:
|
||||
|
||||
1. Extract the run ID from the workflow URL. The URL format is https://github.com/lancedb/lancedb/actions/runs/<run_id>.
|
||||
|
||||
2. Use "gh run view <run_id> --json jobs,conclusion,name" to get information about the failed run.
|
||||
|
||||
3. Identify which jobs failed. For each failed job, use "gh run view <run_id> --job <job_id> --log-failed" to get the failure logs.
|
||||
|
||||
4. Analyze the failure logs to understand what went wrong. Common failures include:
|
||||
- Compilation errors
|
||||
- Test failures
|
||||
- Clippy warnings treated as errors
|
||||
- Formatting issues
|
||||
- Dependency issues
|
||||
|
||||
5. Based on the analysis, fix the issues in the codebase:
|
||||
- For compilation errors: Fix the code that doesn't compile
|
||||
- For test failures: Fix the failing tests or the code they test
|
||||
- For clippy warnings: Apply the suggested fixes
|
||||
- For formatting issues: Run "cargo fmt --all"
|
||||
- For other issues: Apply appropriate fixes
|
||||
|
||||
6. After making fixes, verify them locally:
|
||||
- Run "cargo fmt --all" to ensure formatting is correct
|
||||
- Run "cargo clippy --workspace --tests --all-features -- -D warnings" to check for issues
|
||||
- Run ONLY the specific failing tests to confirm they pass now:
|
||||
- For Rust test failures: Run the specific test with "cargo test -p <crate> <test_name>"
|
||||
- For Python test failures: Build with "cd python && maturin develop" then run "pytest <specific_test_file>::<test_name>"
|
||||
- For Java test failures: Run "cd java && mvn test -Dtest=<TestClass>#<testMethod>"
|
||||
- For TypeScript test failures: Run "cd nodejs && pnpm build && pnpm test -- --testNamePattern='<test_name>'"
|
||||
- Do NOT run the full test suite - only run the tests that were failing
|
||||
|
||||
7. If the additional guidelines are provided, follow them as well.
|
||||
|
||||
8. Inspect "git status --short" and "git diff" to review your changes.
|
||||
|
||||
9. Create a fix branch: "git checkout -b codex/fix-ci-<run_id>".
|
||||
|
||||
10. Stage all changes with "git add -A" and commit with message "fix: resolve CI failures from run <run_id>".
|
||||
|
||||
11. Push the branch: "git push origin codex/fix-ci-<run_id>". If the remote branch exists, delete it first with "gh api -X DELETE repos/lancedb/lancedb/git/refs/heads/codex/fix-ci-<run_id>" then push. Do NOT use "git push --force" or "git push -f".
|
||||
|
||||
12. Create a pull request targeting "${BRANCH}":
|
||||
- Title: "ci: <short summary describing the fix>" (e.g., "ci: fix clippy warnings in lancedb" or "ci: resolve test flakiness in vector search")
|
||||
- First, write the PR body to /tmp/pr-body.md using a heredoc (cat <<'PREOF' > /tmp/pr-body.md). The body should include:
|
||||
- Link to the failing workflow run
|
||||
- Summary of what failed
|
||||
- Description of the fixes applied
|
||||
- Then run "gh pr create --base ${BRANCH} --body-file /tmp/pr-body.md".
|
||||
|
||||
13. Display the new PR URL, "git status --short", and a summary of what was fixed.
|
||||
|
||||
Constraints:
|
||||
- Use bash commands for all operations.
|
||||
- Do not merge the PR.
|
||||
- Do not modify GitHub workflow files unless they are the cause of the failure.
|
||||
- If any command fails, diagnose and attempt to fix the issue instead of aborting immediately.
|
||||
- If you cannot fix the issue automatically, create the PR anyway with a clear explanation of what you tried and what remains to be fixed.
|
||||
- env "GH_TOKEN" is available, use "gh" tools for GitHub-related operations.
|
||||
EOF
|
||||
|
||||
printenv OPENAI_API_KEY | codex login --with-api-key
|
||||
codex --config shell_environment_policy.ignore_default_excludes=true exec --dangerously-bypass-approvals-and-sandbox "$(cat /tmp/codex-prompt.txt)"
|
||||
@@ -4,16 +4,14 @@ on:
|
||||
workflow_call:
|
||||
inputs:
|
||||
tag:
|
||||
description: "Tag name from Lance. If omitted, the skill will use the latest Lance release that needs an update."
|
||||
required: false
|
||||
default: ""
|
||||
description: "Tag name from Lance"
|
||||
required: true
|
||||
type: string
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
tag:
|
||||
description: "Tag name from Lance. Leave empty to use the latest Lance release that needs an update."
|
||||
required: false
|
||||
default: ""
|
||||
description: "Tag name from Lance"
|
||||
required: true
|
||||
type: string
|
||||
|
||||
permissions:
|
||||
@@ -27,16 +25,16 @@ jobs:
|
||||
steps:
|
||||
- name: Show inputs
|
||||
run: |
|
||||
echo "tag = ${{ inputs.tag || 'latest' }}"
|
||||
echo "tag = ${{ inputs.tag }}"
|
||||
|
||||
- name: Checkout Repo LanceDB
|
||||
uses: actions/checkout@v6
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
persist-credentials: true
|
||||
|
||||
- name: Set up Node.js
|
||||
uses: actions/setup-node@v6
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 20
|
||||
|
||||
@@ -73,21 +71,57 @@ jobs:
|
||||
OPENAI_API_KEY: ${{ secrets.CODEX_TOKEN }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
TARGET_TAG="${TAG:-latest}"
|
||||
VERSION="${TAG#refs/tags/}"
|
||||
VERSION="${VERSION#v}"
|
||||
BRANCH_NAME="codex/update-lance-${VERSION//[^a-zA-Z0-9]/-}"
|
||||
|
||||
cat <<EOF >/tmp/codex-prompt.txt
|
||||
You are running inside the lancedb repository on a GitHub Actions runner.
|
||||
You are running inside the lancedb repository on a GitHub Actions runner. Update the Lance dependency to version ${VERSION} and prepare a pull request for maintainers to review.
|
||||
|
||||
Use \$lancedb-update-lance-dependency with target "${TARGET_TAG}".
|
||||
Follow these steps exactly:
|
||||
1. Use script "ci/set_lance_version.py" to update Lance dependencies. The script already refreshes Cargo metadata, so allow it to finish even if it takes time.
|
||||
2. Run "cargo clippy --workspace --tests --all-features -- -D warnings". If diagnostics appear, fix them yourself and rerun clippy until it exits cleanly. Do not skip any warnings.
|
||||
3. After clippy succeeds, run "cargo fmt --all" to format the workspace.
|
||||
4. Ensure the repository is clean except for intentional changes. Inspect "git status --short" and "git diff" to confirm the dependency update and any required fixes.
|
||||
5. Create and switch to a new branch named "${BRANCH_NAME}" (replace any duplicated hyphens if necessary).
|
||||
6. Stage all relevant files with "git add -A". Commit using the message "chore: update lance dependency to v${VERSION}".
|
||||
7. Push the branch to origin. If the branch already exists, force-push your changes.
|
||||
8. env "GH_TOKEN" is available, use "gh" tools for github related operations like creating pull request.
|
||||
9. Create a pull request targeting "main" with title "chore: update lance dependency to v${VERSION}". In the body, summarize the dependency bump, clippy/fmt verification, and link the triggering tag (${TAG}).
|
||||
10. After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
|
||||
|
||||
Constraints:
|
||||
- Use env "GH_TOKEN" for GitHub operations.
|
||||
- Do not merge the pull request.
|
||||
- Do not force-push.
|
||||
- Do not create a duplicate pull request if an open PR already exists for the target Lance version.
|
||||
- If any command fails, diagnose and fix the root cause instead of aborting.
|
||||
- After creating the PR, display the PR URL, "git status --short", and a concise summary of the commands run and their results.
|
||||
- Use bash commands; avoid modifying GitHub workflow files other than through the scripted task above.
|
||||
- Do not merge the PR.
|
||||
- If any command fails, diagnose and fix the issue instead of aborting.
|
||||
EOF
|
||||
|
||||
printenv OPENAI_API_KEY | codex login --with-api-key
|
||||
codex --config shell_environment_policy.ignore_default_excludes=true exec --dangerously-bypass-approvals-and-sandbox "$(cat /tmp/codex-prompt.txt)"
|
||||
|
||||
- name: Trigger sophon dependency update
|
||||
env:
|
||||
TAG: ${{ inputs.tag }}
|
||||
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
VERSION="${TAG#refs/tags/}"
|
||||
VERSION="${VERSION#v}"
|
||||
LANCEDB_BRANCH="codex/update-lance-${VERSION//[^a-zA-Z0-9]/-}"
|
||||
|
||||
echo "Triggering sophon workflow with:"
|
||||
echo " lance_ref: ${TAG#refs/tags/}"
|
||||
echo " lancedb_ref: ${LANCEDB_BRANCH}"
|
||||
|
||||
gh workflow run codex-bump-lancedb-lance.yml \
|
||||
--repo lancedb/sophon \
|
||||
-f lance_ref="${TAG#refs/tags/}" \
|
||||
-f lancedb_ref="${LANCEDB_BRANCH}"
|
||||
|
||||
- name: Show latest sophon workflow run
|
||||
env:
|
||||
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
echo "Latest sophon workflow run:"
|
||||
gh run list --repo lancedb/sophon --workflow codex-bump-lancedb-lance.yml --limit 1 --json databaseId,url,displayTitle
|
||||
|
||||
@@ -8,9 +8,6 @@ concurrency:
|
||||
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
|
||||
cancel-in-progress: true
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
labeler:
|
||||
permissions:
|
||||
@@ -18,7 +15,7 @@ jobs:
|
||||
name: Label PR
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: srvaroa/labeler@v1
|
||||
- uses: srvaroa/labeler@master
|
||||
env:
|
||||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
|
||||
commitlint:
|
||||
@@ -27,7 +24,7 @@ jobs:
|
||||
name: Verify PR title / description conforms to semantic-release
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/setup-node@v6
|
||||
- uses: actions/setup-node@v3
|
||||
with:
|
||||
node-version: "18"
|
||||
# These rules are disabled because Github will always ensure there
|
||||
@@ -50,7 +47,7 @@ jobs:
|
||||
|
||||
${{ github.event.pull_request.body }}
|
||||
- if: failure()
|
||||
uses: actions/github-script@v7
|
||||
uses: actions/github-script@v6
|
||||
with:
|
||||
script: |
|
||||
const message = `**ACTION NEEDED**
|
||||
|
||||
@@ -35,13 +35,13 @@ jobs:
|
||||
runs-on: ubuntu-24.04
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v6
|
||||
uses: actions/checkout@v4
|
||||
- name: Install dependencies needed for ubuntu
|
||||
run: |
|
||||
sudo apt install -y protobuf-compiler libssl-dev
|
||||
rustup update && rustup default
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.10"
|
||||
cache: "pip"
|
||||
@@ -53,7 +53,7 @@ jobs:
|
||||
python -m pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .
|
||||
python -m pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -r ../docs/requirements.txt
|
||||
- name: Set up node
|
||||
uses: actions/setup-node@v6
|
||||
uses: actions/setup-node@v3
|
||||
with:
|
||||
node-version: 20
|
||||
cache: 'npm'
|
||||
@@ -68,7 +68,7 @@ jobs:
|
||||
run: |
|
||||
PYTHONPATH=. mkdocs build
|
||||
- name: Setup Pages
|
||||
uses: actions/configure-pages@v5
|
||||
uses: actions/configure-pages@v2
|
||||
- name: Upload artifact
|
||||
uses: actions/upload-pages-artifact@v3
|
||||
with:
|
||||
|
||||
@@ -19,9 +19,6 @@ on:
|
||||
paths:
|
||||
- .github/workflows/java-publish.yml
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
publish:
|
||||
name: Build and Publish
|
||||
@@ -32,7 +29,7 @@ jobs:
|
||||
working-directory: ./java
|
||||
steps:
|
||||
- name: Checkout repository
|
||||
uses: actions/checkout@v6
|
||||
uses: actions/checkout@v4
|
||||
- name: Set up Java 8
|
||||
uses: actions/setup-java@v4
|
||||
with:
|
||||
@@ -43,7 +40,7 @@ jobs:
|
||||
server-username: SONATYPE_USER
|
||||
server-password: SONATYPE_TOKEN
|
||||
gpg-private-key: ${{ secrets.GPG_PRIVATE_KEY }}
|
||||
gpg-passphrase: MAVEN_GPG_PASSPHRASE
|
||||
gpg-passphrase: ${{ secrets.GPG_PASSPHRASE }}
|
||||
- name: Set git config
|
||||
run: |
|
||||
git config --global user.email "dev+gha@lancedb.com"
|
||||
@@ -58,11 +55,10 @@ jobs:
|
||||
echo "use-agent" >> ~/.gnupg/gpg.conf
|
||||
echo "pinentry-mode loopback" >> ~/.gnupg/gpg.conf
|
||||
export GPG_TTY=$(tty)
|
||||
./mvnw --batch-mode -DskipTests -DpushChanges=false deploy -pl lancedb-core -am -P deploy-to-ossrh
|
||||
./mvnw --batch-mode -DskipTests -DpushChanges=false -Dgpg.passphrase=${{ secrets.GPG_PASSPHRASE }} deploy -pl lancedb-core -am -P deploy-to-ossrh
|
||||
env:
|
||||
SONATYPE_USER: ${{ secrets.SONATYPE_USER }}
|
||||
SONATYPE_TOKEN: ${{ secrets.SONATYPE_TOKEN }}
|
||||
MAVEN_GPG_PASSPHRASE: ${{ secrets.GPG_PASSPHRASE }}
|
||||
|
||||
report-failure:
|
||||
name: Report Workflow Failure
|
||||
@@ -73,7 +69,7 @@ jobs:
|
||||
contents: read
|
||||
issues: write
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
- uses: ./.github/actions/create-failure-issue
|
||||
with:
|
||||
job-results: ${{ toJSON(needs) }}
|
||||
|
||||
@@ -24,9 +24,6 @@ on:
|
||||
- java/**
|
||||
- .github/workflows/java.yml
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
build-java:
|
||||
runs-on: ubuntu-24.04
|
||||
@@ -36,7 +33,7 @@ jobs:
|
||||
working-directory: ./java
|
||||
steps:
|
||||
- name: Checkout repository
|
||||
uses: actions/checkout@v6
|
||||
uses: actions/checkout@v4
|
||||
- name: Set up Java 17
|
||||
uses: actions/setup-java@v4
|
||||
with:
|
||||
|
||||
@@ -0,0 +1,62 @@
|
||||
name: Lance Release Timer
|
||||
|
||||
on:
|
||||
schedule:
|
||||
- cron: "*/10 * * * *"
|
||||
workflow_dispatch:
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
actions: write
|
||||
|
||||
concurrency:
|
||||
group: lance-release-timer
|
||||
cancel-in-progress: false
|
||||
|
||||
jobs:
|
||||
trigger-update:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout repository
|
||||
uses: actions/checkout@v4
|
||||
|
||||
- name: Check for new Lance tag
|
||||
id: check
|
||||
env:
|
||||
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
run: |
|
||||
python3 ci/check_lance_release.py --github-output "$GITHUB_OUTPUT"
|
||||
|
||||
- name: Look for existing PR
|
||||
if: steps.check.outputs.needs_update == 'true'
|
||||
id: pr
|
||||
env:
|
||||
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
TITLE="chore: update lance dependency to v${{ steps.check.outputs.latest_version }}"
|
||||
COUNT=$(gh pr list --search "\"$TITLE\" in:title" --state open --limit 1 --json number --jq 'length')
|
||||
if [ "$COUNT" -gt 0 ]; then
|
||||
echo "Open PR already exists for $TITLE"
|
||||
echo "pr_exists=true" >> "$GITHUB_OUTPUT"
|
||||
else
|
||||
echo "No existing PR for $TITLE"
|
||||
echo "pr_exists=false" >> "$GITHUB_OUTPUT"
|
||||
fi
|
||||
|
||||
- name: Trigger codex update workflow
|
||||
if: steps.check.outputs.needs_update == 'true' && steps.pr.outputs.pr_exists != 'true'
|
||||
env:
|
||||
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
TAG=${{ steps.check.outputs.latest_tag }}
|
||||
gh workflow run codex-update-lance-dependency.yml -f tag=refs/tags/$TAG
|
||||
|
||||
- name: Show latest codex workflow run
|
||||
if: steps.check.outputs.needs_update == 'true' && steps.pr.outputs.pr_exists != 'true'
|
||||
env:
|
||||
GH_TOKEN: ${{ secrets.ROBOT_TOKEN }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
gh run list --workflow codex-update-lance-dependency.yml --limit 1 --json databaseId,url,displayTitle
|
||||
@@ -10,16 +10,12 @@ on:
|
||||
- nodejs/**
|
||||
- java/**
|
||||
- .github/workflows/license-header-check.yml
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
check-licenses:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Check out code
|
||||
uses: actions/checkout@v6
|
||||
uses: actions/checkout@v4
|
||||
- name: Install license-header-checker
|
||||
working-directory: /tmp
|
||||
run: |
|
||||
|
||||
@@ -49,7 +49,7 @@ jobs:
|
||||
steps:
|
||||
- name: Output Inputs
|
||||
run: echo "${{ toJSON(github.event.inputs) }}"
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
|
||||
@@ -7,17 +7,10 @@ on:
|
||||
pull_request:
|
||||
paths:
|
||||
- Cargo.toml
|
||||
- Cargo.lock
|
||||
- rust-toolchain.toml
|
||||
- nodejs/**
|
||||
- rust/**
|
||||
- docs/src/js/**
|
||||
- .github/workflows/nodejs.yml
|
||||
- docker-compose.yml
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
|
||||
cancel-in-progress: true
|
||||
@@ -38,21 +31,15 @@ jobs:
|
||||
CC: gcc-12
|
||||
CXX: g++-12
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- uses: pnpm/action-setup@v6
|
||||
- uses: actions/setup-node@v3
|
||||
with:
|
||||
version: 11.1.1
|
||||
- uses: actions/setup-node@v6
|
||||
with:
|
||||
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
|
||||
# in October. The library itself still supports Node >= 18
|
||||
# (see test matrix below).
|
||||
node-version: 24
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: nodejs/pnpm-lock.yaml
|
||||
node-version: 20
|
||||
cache: 'npm'
|
||||
cache-dependency-path: nodejs/package-lock.json
|
||||
- uses: actions-rust-lang/setup-rust-toolchain@v1
|
||||
with:
|
||||
components: rustfmt, clippy
|
||||
@@ -67,13 +54,11 @@ jobs:
|
||||
run: cargo clippy --profile ci --all --all-features -- -D warnings
|
||||
- name: Lint Typescript
|
||||
run: |
|
||||
pnpm install --frozen-lockfile
|
||||
pnpm lint-ci
|
||||
npm ci
|
||||
npm run lint-ci
|
||||
- name: Lint examples
|
||||
working-directory: nodejs/examples
|
||||
# The `@lancedb/lancedb` dep points at file:../dist; pnpm errors if
|
||||
# that dir is missing, so create an empty one for lint-only runs.
|
||||
run: mkdir -p ../dist && pnpm install --frozen-lockfile && pnpm lint-ci
|
||||
run: npm ci && npm run lint-ci
|
||||
linux:
|
||||
name: Linux (NodeJS ${{ matrix.node-version }})
|
||||
timeout-minutes: 30
|
||||
@@ -86,112 +71,84 @@ jobs:
|
||||
shell: bash
|
||||
working-directory: nodejs
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- uses: pnpm/action-setup@v6
|
||||
- uses: actions/setup-node@v3
|
||||
with:
|
||||
version: 11.1.1
|
||||
- uses: actions/setup-node@v6
|
||||
name: Setup Node.js 24 for build
|
||||
with:
|
||||
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
|
||||
# in October. Build/install runs on Node 24; tests run on the
|
||||
# matrix version below using direct jest invocation.
|
||||
node-version: 24
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: nodejs/pnpm-lock.yaml
|
||||
node-version: ${{ matrix.node-version }}
|
||||
cache: 'npm'
|
||||
cache-dependency-path: nodejs/package-lock.json
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
sudo apt update
|
||||
sudo apt install -y protobuf-compiler libssl-dev
|
||||
npm install -g @napi-rs/cli
|
||||
- name: Build
|
||||
run: |
|
||||
pnpm install --frozen-lockfile
|
||||
# No `--` separator: pnpm forwards it literally, which would
|
||||
# make napi-rs treat `--profile ci` as a cargo passthrough arg.
|
||||
pnpm build:debug --profile ci
|
||||
pnpm tsc
|
||||
- name: Setup examples
|
||||
working-directory: nodejs/examples
|
||||
run: pnpm install --frozen-lockfile
|
||||
- name: Check docs
|
||||
run: |
|
||||
# We run this as part of the job because the binary needs to be built
|
||||
# first to export the types of the native code.
|
||||
set -e
|
||||
# `pnpm docs` would invoke pnpm's built-in `docs` command, not
|
||||
# the script — use `pnpm run docs`.
|
||||
pnpm run docs
|
||||
if ! git diff --exit-code -- ../ ':(exclude)Cargo.lock'; then
|
||||
echo "Docs need to be updated"
|
||||
echo "Run 'pnpm run docs', fix any warnings, and commit the changes."
|
||||
exit 1
|
||||
fi
|
||||
- uses: actions/setup-node@v6
|
||||
name: Setup Node.js ${{ matrix.node-version }} for test
|
||||
with:
|
||||
node-version: ${{ matrix.node-version }}
|
||||
npm ci --include=optional
|
||||
npm run build:debug -- --profile ci
|
||||
npm run tsc
|
||||
- name: Setup localstack
|
||||
working-directory: .
|
||||
run: docker compose up --detach --wait
|
||||
- name: Test
|
||||
env:
|
||||
S3_TEST: "1"
|
||||
# Newer @smithy/core uses dynamic ESM imports.
|
||||
NODE_OPTIONS: "--experimental-vm-modules"
|
||||
# Invoke jest directly because pnpm 11 itself requires Node 22+
|
||||
# while the matrix tests on older Node versions.
|
||||
run: npx jest --verbose
|
||||
run: npm run test
|
||||
- name: Setup examples
|
||||
working-directory: nodejs/examples
|
||||
run: npm ci
|
||||
- name: Test examples
|
||||
working-directory: ./
|
||||
env:
|
||||
OPENAI_API_KEY: test
|
||||
OPENAI_BASE_URL: http://0.0.0.0:8000
|
||||
NODE_OPTIONS: "--experimental-vm-modules"
|
||||
run: |
|
||||
python ci/mock_openai.py &
|
||||
cd nodejs/examples
|
||||
npx jest --testEnvironment jest-environment-node-single-context --verbose
|
||||
npm test
|
||||
- name: Check docs
|
||||
run: |
|
||||
# We run this as part of the job because the binary needs to be built
|
||||
# first to export the types of the native code.
|
||||
set -e
|
||||
npm ci
|
||||
npm run docs
|
||||
if ! git diff --exit-code -- ../ ':(exclude)Cargo.lock'; then
|
||||
echo "Docs need to be updated"
|
||||
echo "Run 'npm run docs', fix any warnings, and commit the changes."
|
||||
exit 1
|
||||
fi
|
||||
macos:
|
||||
timeout-minutes: 30
|
||||
# macos-15 ships a newer linker; the older macos-14 linker fails to insert
|
||||
# branch islands when the debug cdylib's __text section exceeds the 128 MB
|
||||
# AArch64 B/BL branch range.
|
||||
runs-on: "macos-15"
|
||||
runs-on: "macos-14"
|
||||
defaults:
|
||||
run:
|
||||
shell: bash
|
||||
working-directory: nodejs
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- uses: pnpm/action-setup@v6
|
||||
- uses: actions/setup-node@v3
|
||||
with:
|
||||
version: 11.1.1
|
||||
- uses: actions/setup-node@v6
|
||||
with:
|
||||
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
|
||||
# in October.
|
||||
node-version: 24
|
||||
cache: 'pnpm'
|
||||
cache-dependency-path: nodejs/pnpm-lock.yaml
|
||||
- uses: dtolnay/rust-toolchain@stable
|
||||
node-version: 20
|
||||
cache: 'npm'
|
||||
cache-dependency-path: nodejs/package-lock.json
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
brew install protobuf
|
||||
npm install -g @napi-rs/cli
|
||||
- name: Build
|
||||
run: |
|
||||
pnpm install --frozen-lockfile
|
||||
# No `--` separator: pnpm forwards it literally, which would
|
||||
# make napi-rs treat `--profile ci` as a cargo passthrough arg.
|
||||
pnpm build:debug --profile ci
|
||||
pnpm tsc
|
||||
npm ci --include=optional
|
||||
npm run build:debug -- --profile ci
|
||||
npm run tsc
|
||||
- name: Test
|
||||
run: |
|
||||
pnpm test
|
||||
npm run test
|
||||
|
||||
@@ -19,7 +19,6 @@ on:
|
||||
paths:
|
||||
- .github/workflows/npm-publish.yml
|
||||
- Cargo.toml # Change in dependency frequently breaks builds
|
||||
- Cargo.lock
|
||||
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ github.ref }}
|
||||
@@ -32,7 +31,7 @@ jobs:
|
||||
permissions:
|
||||
contents: write
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
@@ -103,7 +102,7 @@ jobs:
|
||||
features: fp16kernels
|
||||
pre_build: brew install protobuf
|
||||
- target: x86_64-pc-windows-msvc
|
||||
host: windows-2025-8x-x64
|
||||
host: windows-latest
|
||||
features: ","
|
||||
pre_build: |-
|
||||
choco install --no-progress protoc ninja nasm
|
||||
@@ -111,21 +110,12 @@ jobs:
|
||||
# There is an issue where choco doesn't add nasm to the path
|
||||
export PATH="$PATH:/c/Program Files/NASM"
|
||||
nasm -v
|
||||
# Fat LTO of the cdylib is single-threaded and the peak-memory
|
||||
# step of the build, and had started hitting rustc-LLVM OOM on the
|
||||
# Windows runners. ThinLTO parallelizes it across the runner's
|
||||
# cores and keeps peak memory well under the limit.
|
||||
export CARGO_PROFILE_RELEASE_LTO=thin
|
||||
export CARGO_PROFILE_RELEASE_CODEGEN_UNITS=16
|
||||
- target: aarch64-pc-windows-msvc
|
||||
host: windows-2025-8x-x64
|
||||
host: windows-latest
|
||||
features: ","
|
||||
pre_build: |-
|
||||
choco install --no-progress protoc
|
||||
rustup target add aarch64-pc-windows-msvc
|
||||
# See ThinLTO note on the x86_64-pc-windows-msvc target above.
|
||||
export CARGO_PROFILE_RELEASE_LTO=thin
|
||||
export CARGO_PROFILE_RELEASE_CODEGEN_UNITS=16
|
||||
- target: x86_64-unknown-linux-gnu
|
||||
host: ubuntu-latest
|
||||
features: fp16kernels
|
||||
@@ -134,22 +124,20 @@ jobs:
|
||||
pre_build: |-
|
||||
set -e &&
|
||||
apt-get update &&
|
||||
apt-get install -y protobuf-compiler pkg-config &&
|
||||
# The base image (manylinux2014-cross) sets TARGET_CC to the old
|
||||
# GCC 4.8 cross-compiler. aws-lc-sys checks TARGET_CC before CC,
|
||||
# so it picks up GCC even though the napi-rs image sets CC=clang.
|
||||
# Override to use the image's clang-18 which supports -fuse-ld=lld.
|
||||
export TARGET_CC=clang TARGET_CXX=clang++
|
||||
apt-get install -y protobuf-compiler pkg-config
|
||||
- target: x86_64-unknown-linux-musl
|
||||
# This one seems to need some extra memory
|
||||
host: ubuntu-2404-8x-x64
|
||||
# https://github.com/napi-rs/napi-rs/blob/main/alpine.Dockerfile
|
||||
docker: ghcr.io/napi-rs/napi-rs/nodejs-rust:lts-alpine
|
||||
features: fp16kernels
|
||||
pre_build: |-
|
||||
set -e &&
|
||||
sudo apt-get update &&
|
||||
sudo apt-get install -y protobuf-compiler pkg-config &&
|
||||
rustup target add x86_64-unknown-linux-musl &&
|
||||
export EXTRA_ARGS="-x"
|
||||
apk add protobuf-dev curl &&
|
||||
ln -s /usr/lib/gcc/x86_64-alpine-linux-musl/14.2.0/crtbeginS.o /usr/lib/crtbeginS.o &&
|
||||
ln -s /usr/lib/libgcc_s.so /usr/lib/libgcc.so &&
|
||||
CC=gcc &&
|
||||
CXX=g++
|
||||
- target: aarch64-unknown-linux-gnu
|
||||
host: ubuntu-2404-8x-x64
|
||||
# https://github.com/napi-rs/napi-rs/blob/main/debian-aarch64.Dockerfile
|
||||
@@ -159,39 +147,35 @@ jobs:
|
||||
set -e &&
|
||||
apt-get update &&
|
||||
apt-get install -y protobuf-compiler pkg-config &&
|
||||
export TARGET_CC=clang TARGET_CXX=clang++ &&
|
||||
# The manylinux2014 sysroot has glibc 2.17 headers which lack
|
||||
# AT_HWCAP2 (added in Linux 3.17). Define it for aws-lc-sys.
|
||||
export CFLAGS="$CFLAGS -DAT_HWCAP2=26" &&
|
||||
# https://github.com/aws/aws-lc-rs/issues/737#issuecomment-2725918627
|
||||
ln -s /usr/aarch64-unknown-linux-gnu/lib/gcc/aarch64-unknown-linux-gnu/4.8.5/crtbeginS.o /usr/aarch64-unknown-linux-gnu/aarch64-unknown-linux-gnu/sysroot/usr/lib/crtbeginS.o &&
|
||||
ln -s /usr/aarch64-unknown-linux-gnu/lib/gcc /usr/aarch64-unknown-linux-gnu/aarch64-unknown-linux-gnu/sysroot/usr/lib/gcc &&
|
||||
rustup target add aarch64-unknown-linux-gnu
|
||||
- target: aarch64-unknown-linux-musl
|
||||
host: ubuntu-2404-8x-x64
|
||||
# https://github.com/napi-rs/napi-rs/blob/main/alpine.Dockerfile
|
||||
docker: ghcr.io/napi-rs/napi-rs/nodejs-rust:lts-alpine
|
||||
features: ","
|
||||
pre_build: |-
|
||||
set -e &&
|
||||
sudo apt-get update &&
|
||||
sudo apt-get install -y protobuf-compiler &&
|
||||
apk add protobuf-dev &&
|
||||
rustup target add aarch64-unknown-linux-musl &&
|
||||
export EXTRA_ARGS="-x"
|
||||
export CC_aarch64_unknown_linux_musl=aarch64-linux-musl-gcc &&
|
||||
export CXX_aarch64_unknown_linux_musl=aarch64-linux-musl-g++
|
||||
name: build - ${{ matrix.settings.target }}
|
||||
runs-on: ${{ matrix.settings.host }}
|
||||
defaults:
|
||||
run:
|
||||
working-directory: nodejs
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- name: Setup pnpm
|
||||
uses: pnpm/action-setup@v6
|
||||
with:
|
||||
version: 11.1.1
|
||||
- uses: actions/checkout@v4
|
||||
- name: Setup node
|
||||
uses: actions/setup-node@v6
|
||||
uses: actions/setup-node@v4
|
||||
if: ${{ !matrix.settings.docker }}
|
||||
with:
|
||||
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
|
||||
# in October.
|
||||
node-version: 24
|
||||
cache: pnpm
|
||||
cache-dependency-path: nodejs/pnpm-lock.yaml
|
||||
node-version: 20
|
||||
cache: npm
|
||||
cache-dependency-path: nodejs/package-lock.json
|
||||
- name: Install
|
||||
uses: dtolnay/rust-toolchain@stable
|
||||
if: ${{ !matrix.settings.docker }}
|
||||
@@ -199,7 +183,7 @@ jobs:
|
||||
toolchain: stable
|
||||
targets: ${{ matrix.settings.target }}
|
||||
- name: Cache cargo
|
||||
uses: actions/cache@v5
|
||||
uses: actions/cache@v4
|
||||
with:
|
||||
path: |
|
||||
~/.cargo/registry/index/
|
||||
@@ -208,18 +192,12 @@ jobs:
|
||||
.cargo-cache
|
||||
target/
|
||||
key: nodejs-${{ matrix.settings.target }}-cargo-${{ matrix.settings.host }}
|
||||
- name: Setup toolchain
|
||||
run: ${{ matrix.settings.setup }}
|
||||
if: ${{ matrix.settings.setup }}
|
||||
shell: bash
|
||||
- name: Install dependencies
|
||||
run: pnpm install --frozen-lockfile
|
||||
- name: Install Zig
|
||||
uses: mlugg/setup-zig@v2
|
||||
if: ${{ contains(matrix.settings.target, 'musl') }}
|
||||
with:
|
||||
version: 0.14.1
|
||||
- name: Install cargo-zigbuild
|
||||
uses: taiki-e/install-action@v2
|
||||
if: ${{ contains(matrix.settings.target, 'musl') }}
|
||||
with:
|
||||
tool: cargo-zigbuild
|
||||
run: npm ci
|
||||
- name: Build in docker
|
||||
uses: addnab/docker-run-action@v3
|
||||
if: ${{ matrix.settings.docker }}
|
||||
@@ -232,28 +210,28 @@ jobs:
|
||||
run: |
|
||||
set -e
|
||||
${{ matrix.settings.pre_build }}
|
||||
npx napi build --platform --release \
|
||||
npx napi build --platform --release --no-const-enum \
|
||||
--features ${{ matrix.settings.features }} \
|
||||
--target ${{ matrix.settings.target }} \
|
||||
--dts ../lancedb/native.d.ts \
|
||||
--js ../lancedb/native.js \
|
||||
--strip \
|
||||
--output-dir dist/
|
||||
dist/
|
||||
- name: Build
|
||||
run: |
|
||||
${{ matrix.settings.pre_build }}
|
||||
npx napi build --platform --release \
|
||||
npx napi build --platform --release --no-const-enum \
|
||||
--features ${{ matrix.settings.features }} \
|
||||
--target ${{ matrix.settings.target }} \
|
||||
--dts ../lancedb/native.d.ts \
|
||||
--js ../lancedb/native.js \
|
||||
--strip \
|
||||
$EXTRA_ARGS \
|
||||
--output-dir dist/
|
||||
dist/
|
||||
if: ${{ !matrix.settings.docker }}
|
||||
shell: bash
|
||||
- name: Upload artifact
|
||||
uses: actions/upload-artifact@v7
|
||||
uses: actions/upload-artifact@v4
|
||||
with:
|
||||
name: lancedb-${{ matrix.settings.target }}
|
||||
path: nodejs/dist/*.node
|
||||
@@ -262,10 +240,10 @@ jobs:
|
||||
# one to do the upload.
|
||||
- name: Make generic artifacts
|
||||
if: ${{ matrix.settings.target == 'aarch64-apple-darwin' }}
|
||||
run: pnpm tsc
|
||||
run: npm run tsc
|
||||
- name: Upload Generic Artifacts
|
||||
if: ${{ matrix.settings.target == 'aarch64-apple-darwin' }}
|
||||
uses: actions/upload-artifact@v7
|
||||
uses: actions/upload-artifact@v4
|
||||
with:
|
||||
name: nodejs-dist
|
||||
path: |
|
||||
@@ -287,7 +265,7 @@ jobs:
|
||||
- target: x86_64-unknown-linux-gnu
|
||||
host: ubuntu-latest
|
||||
- target: aarch64-unknown-linux-gnu
|
||||
host: ubuntu-2404-8x-arm64
|
||||
host: buildjet-16vcpu-ubuntu-2204-arm
|
||||
node:
|
||||
- '20'
|
||||
runs-on: ${{ matrix.settings.host }}
|
||||
@@ -296,34 +274,24 @@ jobs:
|
||||
shell: bash
|
||||
working-directory: nodejs
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- name: Setup pnpm
|
||||
uses: pnpm/action-setup@v6
|
||||
with:
|
||||
version: 11.1.1
|
||||
- name: Setup Node.js 24 for install
|
||||
uses: actions/setup-node@v6
|
||||
with:
|
||||
# pnpm 11 requires Node >= 22.13; use 24 since 22 hits EOL
|
||||
# in October.
|
||||
node-version: 24
|
||||
cache: pnpm
|
||||
cache-dependency-path: nodejs/pnpm-lock.yaml
|
||||
- name: Install dependencies
|
||||
run: pnpm install --frozen-lockfile
|
||||
- name: Setup Node.js ${{ matrix.node }} for test
|
||||
uses: actions/setup-node@v6
|
||||
- uses: actions/checkout@v4
|
||||
- name: Setup node
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: ${{ matrix.node }}
|
||||
cache: npm
|
||||
cache-dependency-path: nodejs/package-lock.json
|
||||
- name: Install dependencies
|
||||
run: npm ci
|
||||
- name: Download artifacts
|
||||
uses: actions/download-artifact@v8
|
||||
uses: actions/download-artifact@v4
|
||||
with:
|
||||
name: lancedb-${{ matrix.settings.target }}
|
||||
path: nodejs/dist/
|
||||
# For testing purposes:
|
||||
# run-id: 13982782871
|
||||
# github-token: ${{ secrets.GITHUB_TOKEN }} # token with actions:read permissions on target repo
|
||||
- uses: actions/download-artifact@v8
|
||||
- uses: actions/download-artifact@v4
|
||||
with:
|
||||
name: nodejs-dist
|
||||
path: nodejs/dist
|
||||
@@ -335,9 +303,7 @@ jobs:
|
||||
- name: Move built files
|
||||
run: cp dist/native.d.ts dist/native.js dist/*.node lancedb/
|
||||
- name: Test bindings
|
||||
# Invoke jest directly because pnpm 11 itself requires Node 22+
|
||||
# while the matrix tests on older Node versions.
|
||||
run: npx jest --verbose
|
||||
run: npm test
|
||||
publish:
|
||||
name: Publish
|
||||
runs-on: ubuntu-latest
|
||||
@@ -348,28 +314,24 @@ jobs:
|
||||
needs:
|
||||
- test-lancedb
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- name: Setup pnpm
|
||||
uses: pnpm/action-setup@v6
|
||||
with:
|
||||
version: 11.1.1
|
||||
- uses: actions/checkout@v4
|
||||
- name: Setup node
|
||||
uses: actions/setup-node@v6
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 24
|
||||
cache: pnpm
|
||||
cache-dependency-path: nodejs/pnpm-lock.yaml
|
||||
node-version: 20
|
||||
cache: npm
|
||||
cache-dependency-path: nodejs/package-lock.json
|
||||
registry-url: "https://registry.npmjs.org"
|
||||
- name: Install dependencies
|
||||
run: pnpm install --frozen-lockfile
|
||||
- uses: actions/download-artifact@v8
|
||||
run: npm ci
|
||||
- uses: actions/download-artifact@v4
|
||||
with:
|
||||
name: nodejs-dist
|
||||
path: nodejs/dist
|
||||
# For testing purposes:
|
||||
# run-id: 13982782871
|
||||
# github-token: ${{ secrets.GITHUB_TOKEN }} # token with actions:read permissions on target repo
|
||||
- uses: actions/download-artifact@v8
|
||||
- uses: actions/download-artifact@v4
|
||||
name: Download arch-specific binaries
|
||||
with:
|
||||
pattern: lancedb-*
|
||||
@@ -381,20 +343,19 @@ jobs:
|
||||
- name: Display structure of downloaded files
|
||||
run: find dist && find nodejs-artifacts
|
||||
- name: Move artifacts
|
||||
run: pnpm exec napi artifacts -d nodejs-artifacts
|
||||
run: npx napi artifacts -d nodejs-artifacts
|
||||
- name: List packages
|
||||
run: find npm
|
||||
- name: Publish
|
||||
env:
|
||||
NODE_AUTH_TOKEN: ${{ secrets.LANCEDB_NPM_REGISTRY_TOKEN }}
|
||||
DRY_RUN: ${{ !startsWith(github.ref, 'refs/tags/v') }}
|
||||
run: |
|
||||
npm config set provenance true
|
||||
ARGS="--access public"
|
||||
if [[ $DRY_RUN == "true" ]]; then
|
||||
ARGS="$ARGS --dry-run"
|
||||
fi
|
||||
VERSION=$(node -p "require('./package.json').version")
|
||||
if [[ $VERSION == *-* ]]; then
|
||||
if [[ $GITHUB_REF =~ refs/tags/v(.*)-beta.* ]]; then
|
||||
ARGS="$ARGS --tag preview"
|
||||
fi
|
||||
npm publish $ARGS
|
||||
@@ -402,12 +363,12 @@ jobs:
|
||||
name: Report Workflow Failure
|
||||
runs-on: ubuntu-latest
|
||||
needs: [build-lancedb, test-lancedb, publish]
|
||||
if: always() && failure() && startsWith(github.ref, 'refs/tags/v')
|
||||
if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
|
||||
permissions:
|
||||
contents: read
|
||||
issues: write
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
- uses: ./.github/actions/create-failure-issue
|
||||
with:
|
||||
job-results: ${{ toJSON(needs) }}
|
||||
|
||||
@@ -8,18 +8,11 @@ on:
|
||||
# This should trigger a dry run (we skip the final publish step)
|
||||
paths:
|
||||
- .github/workflows/pypi-publish.yml
|
||||
- .github/workflows/build_linux_wheel/action.yml
|
||||
- .github/workflows/build_mac_wheel/action.yml
|
||||
- .github/workflows/build_windows_wheel/action.yml
|
||||
- Cargo.toml # Change in dependency frequently breaks builds
|
||||
- Cargo.lock
|
||||
|
||||
env:
|
||||
PIP_EXTRA_INDEX_URL: "https://pypi.fury.io/lance-format/ https://pypi.fury.io/lancedb/"
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
linux:
|
||||
name: Python ${{ matrix.config.platform }} manylinux${{ matrix.config.manylinux }}
|
||||
@@ -27,37 +20,44 @@ jobs:
|
||||
strategy:
|
||||
matrix:
|
||||
config:
|
||||
- platform: x86_64
|
||||
manylinux: "2_17"
|
||||
extra_args: ""
|
||||
runner: ubuntu-22.04
|
||||
- platform: x86_64
|
||||
manylinux: "2_28"
|
||||
extra_args: "--features fp16kernels"
|
||||
runner: ubuntu-22.04
|
||||
# For successful fat LTO builds, we need a large runner to avoid OOM errors.
|
||||
- platform: aarch64
|
||||
manylinux: "2_17"
|
||||
extra_args: ""
|
||||
# For successful fat LTO builds, we need a large runner to avoid OOM errors.
|
||||
runner: ubuntu-2404-8x-arm64
|
||||
- platform: aarch64
|
||||
manylinux: "2_28"
|
||||
extra_args: "--features fp16kernels"
|
||||
runner: ubuntu-2404-8x-arm64
|
||||
runs-on: ${{ matrix.config.runner }}
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.10"
|
||||
python-version: 3.8
|
||||
- uses: ./.github/workflows/build_linux_wheel
|
||||
with:
|
||||
python-minor-version: 10
|
||||
python-minor-version: 8
|
||||
args: "--release --strip ${{ matrix.config.extra_args }}"
|
||||
arm-build: ${{ matrix.config.platform == 'aarch64' }}
|
||||
manylinux: ${{ matrix.config.manylinux }}
|
||||
- uses: actions/upload-artifact@v7
|
||||
- uses: ./.github/workflows/upload_wheel
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
with:
|
||||
name: wheels-linux-${{ matrix.config.platform }}-${{ matrix.config.manylinux }}
|
||||
path: target/wheels/lancedb-*.whl
|
||||
if-no-files-found: error
|
||||
pypi_token: ${{ secrets.LANCEDB_PYPI_API_TOKEN }}
|
||||
fury_token: ${{ secrets.FURY_TOKEN }}
|
||||
mac:
|
||||
timeout-minutes: 90
|
||||
runs-on: ${{ matrix.config.runner }}
|
||||
@@ -69,108 +69,52 @@ jobs:
|
||||
env:
|
||||
MACOSX_DEPLOYMENT_TARGET: 10.15
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: 3.12
|
||||
- uses: ./.github/workflows/build_mac_wheel
|
||||
with:
|
||||
python-minor-version: 10
|
||||
python-minor-version: 8
|
||||
args: "--release --strip --target ${{ matrix.config.target }} --features fp16kernels"
|
||||
- uses: actions/upload-artifact@v7
|
||||
- uses: ./.github/workflows/upload_wheel
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
with:
|
||||
name: wheels-mac-${{ matrix.config.target }}
|
||||
path: target/wheels/lancedb-*.whl
|
||||
if-no-files-found: error
|
||||
pypi_token: ${{ secrets.LANCEDB_PYPI_API_TOKEN }}
|
||||
fury_token: ${{ secrets.FURY_TOKEN }}
|
||||
windows:
|
||||
timeout-minutes: 90
|
||||
timeout-minutes: 60
|
||||
runs-on: windows-latest
|
||||
env:
|
||||
# link.exe is single-threaded and the long pole on Windows builds. Use
|
||||
# rustc's bundled lld-link instead.
|
||||
CARGO_TARGET_X86_64_PC_WINDOWS_MSVC_LINKER: rust-lld
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: 3.12
|
||||
- uses: ./.github/workflows/build_windows_wheel
|
||||
with:
|
||||
python-minor-version: 10
|
||||
python-minor-version: 8
|
||||
args: "--release --strip"
|
||||
- uses: actions/upload-artifact@v7
|
||||
vcpkg_token: ${{ secrets.VCPKG_GITHUB_PACKAGES }}
|
||||
- uses: ./.github/workflows/upload_wheel
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
with:
|
||||
name: wheels-windows
|
||||
path: target/wheels/lancedb-*.whl
|
||||
if-no-files-found: error
|
||||
publish:
|
||||
name: Publish wheels
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
needs: [linux, mac, windows]
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
id-token: write
|
||||
contents: read
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- name: Download wheel artifacts
|
||||
uses: actions/download-artifact@v8
|
||||
with:
|
||||
pattern: wheels-*
|
||||
path: target/wheels
|
||||
merge-multiple: true
|
||||
- name: List wheels
|
||||
run: ls -la target/wheels
|
||||
- name: Choose repo
|
||||
id: choose_repo
|
||||
run: |
|
||||
if [[ ${{ github.ref }} == *beta* ]]; then
|
||||
echo "repo=fury" >> $GITHUB_OUTPUT
|
||||
else
|
||||
echo "repo=pypi" >> $GITHUB_OUTPUT
|
||||
fi
|
||||
- name: Publish to Fury
|
||||
if: steps.choose_repo.outputs.repo == 'fury'
|
||||
env:
|
||||
FURY_TOKEN: ${{ secrets.FURY_TOKEN }}
|
||||
run: |
|
||||
shopt -s nullglob
|
||||
WHEELS=(target/wheels/lancedb-*.whl)
|
||||
if [[ ${#WHEELS[@]} -eq 0 ]]; then
|
||||
echo "No wheels found in target/wheels/" >&2
|
||||
exit 1
|
||||
fi
|
||||
for WHEEL in "${WHEELS[@]}"; do
|
||||
echo "Uploading $WHEEL to Fury"
|
||||
curl -f -F package=@"$WHEEL" "https://$FURY_TOKEN@push.fury.io/lancedb/"
|
||||
done
|
||||
# NOTE: pypa/gh-action-pypi-publish must be invoked directly from a
|
||||
# workflow file, not from inside a composite action. When called from a
|
||||
# composite, `github.action_repository` is empty (actions/runner#2473)
|
||||
# and the action falls back to `github.repository`, producing a bogus
|
||||
# `docker://ghcr.io/<repo>:<ref>` image reference that GHA tries to pull.
|
||||
- name: Publish to PyPI
|
||||
if: steps.choose_repo.outputs.repo == 'pypi'
|
||||
uses: pypa/gh-action-pypi-publish@release/v1
|
||||
with:
|
||||
packages-dir: target/wheels/
|
||||
pypi_token: ${{ secrets.LANCEDB_PYPI_API_TOKEN }}
|
||||
fury_token: ${{ secrets.FURY_TOKEN }}
|
||||
gh-release:
|
||||
if: startsWith(github.ref, 'refs/tags/python-v')
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
contents: write
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
@@ -233,13 +177,13 @@ jobs:
|
||||
report-failure:
|
||||
name: Report Workflow Failure
|
||||
runs-on: ubuntu-latest
|
||||
needs: [linux, mac, windows, publish]
|
||||
needs: [linux, mac, windows]
|
||||
permissions:
|
||||
contents: read
|
||||
issues: write
|
||||
if: always() && failure() && startsWith(github.ref, 'refs/tags/python-v')
|
||||
if: always() && (github.event_name == 'release' || github.event_name == 'workflow_dispatch')
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
- uses: ./.github/actions/create-failure-issue
|
||||
with:
|
||||
job-results: ${{ toJSON(needs) }}
|
||||
|
||||
@@ -7,18 +7,8 @@ on:
|
||||
pull_request:
|
||||
paths:
|
||||
- Cargo.toml
|
||||
- Cargo.lock
|
||||
- rust-toolchain.toml
|
||||
- python/**
|
||||
- rust/**
|
||||
- .github/workflows/python.yml
|
||||
- .github/workflows/build_linux_wheel/**
|
||||
- .github/workflows/build_mac_wheel/**
|
||||
- .github/workflows/build_windows_wheel/**
|
||||
- .github/workflows/run_tests/**
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
|
||||
@@ -41,14 +31,14 @@ jobs:
|
||||
shell: bash
|
||||
working-directory: python
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
- name: Install ruff
|
||||
run: |
|
||||
pip install ruff==0.9.9
|
||||
@@ -66,14 +56,14 @@ jobs:
|
||||
shell: bash
|
||||
working-directory: python
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
- name: Install protobuf compiler
|
||||
run: |
|
||||
sudo apt update
|
||||
@@ -95,14 +85,14 @@ jobs:
|
||||
shell: bash
|
||||
working-directory: python
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
cache: "pip"
|
||||
- name: Install protobuf
|
||||
run: |
|
||||
@@ -111,6 +101,7 @@ jobs:
|
||||
- name: Install
|
||||
run: |
|
||||
pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .[tests,dev,embeddings]
|
||||
pip install tantivy
|
||||
pip install mlx
|
||||
- name: Doctest
|
||||
run: pytest --doctest-modules python/lancedb
|
||||
@@ -119,14 +110,14 @@ jobs:
|
||||
timeout-minutes: 30
|
||||
strategy:
|
||||
matrix:
|
||||
python-minor-version: ["10", "13"]
|
||||
python-minor-version: ["9", "12"]
|
||||
runs-on: "ubuntu-24.04"
|
||||
defaults:
|
||||
run:
|
||||
shell: bash
|
||||
working-directory: python
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
@@ -135,7 +126,7 @@ jobs:
|
||||
sudo apt update
|
||||
sudo apt install -y protobuf-compiler
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: 3.${{ matrix.python-minor-version }}
|
||||
- uses: ./.github/workflows/build_linux_wheel
|
||||
@@ -160,14 +151,14 @@ jobs:
|
||||
shell: bash
|
||||
working-directory: python
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
- uses: ./.github/workflows/build_mac_wheel
|
||||
with:
|
||||
args: --profile ci
|
||||
@@ -189,14 +180,14 @@ jobs:
|
||||
shell: bash
|
||||
working-directory: python
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.13"
|
||||
python-version: "3.12"
|
||||
- uses: ./.github/workflows/build_windows_wheel
|
||||
with:
|
||||
args: --profile ci
|
||||
@@ -205,14 +196,14 @@ jobs:
|
||||
- name: Delete wheels
|
||||
run: rm -rf target/wheels
|
||||
pydantic1x:
|
||||
timeout-minutes: 60
|
||||
timeout-minutes: 30
|
||||
runs-on: "ubuntu-24.04"
|
||||
defaults:
|
||||
run:
|
||||
shell: bash
|
||||
working-directory: python
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
@@ -221,13 +212,14 @@ jobs:
|
||||
sudo apt update
|
||||
sudo apt install -y protobuf-compiler
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v6
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: "3.10"
|
||||
python-version: 3.9
|
||||
- name: Install lancedb
|
||||
run: |
|
||||
pip install "pydantic<2"
|
||||
pip install pyarrow==16
|
||||
pip install --extra-index-url https://pypi.fury.io/lance-format/ --extra-index-url https://pypi.fury.io/lancedb/ -e .[tests]
|
||||
pip install tantivy
|
||||
- name: Run tests
|
||||
run: pytest -m "not slow and not s3_test" -x -v --durations=30 python/tests
|
||||
|
||||
+22
-83
@@ -7,17 +7,9 @@ on:
|
||||
pull_request:
|
||||
paths:
|
||||
- Cargo.toml
|
||||
- Cargo.lock
|
||||
- rust-toolchain.toml
|
||||
- deny.toml
|
||||
- rust/**
|
||||
- nodejs/Cargo.toml
|
||||
- python/Cargo.toml
|
||||
- .github/workflows/rust.yml
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
concurrency:
|
||||
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
|
||||
cancel-in-progress: true
|
||||
@@ -40,7 +32,7 @@ jobs:
|
||||
CC: clang-18
|
||||
CXX: clang++-18
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
@@ -56,19 +48,6 @@ jobs:
|
||||
run: cargo fmt --all -- --check
|
||||
- name: Run clippy
|
||||
run: cargo clippy --profile ci --workspace --tests --all-features -- -D warnings
|
||||
- name: Run clippy (without remote feature)
|
||||
run: cargo clippy --profile ci --workspace --tests -- -D warnings
|
||||
|
||||
deny:
|
||||
# Supply-chain checks: advisories, licenses, banned crates, and source
|
||||
# restrictions. Configuration lives in `deny.toml` at the workspace root.
|
||||
timeout-minutes: 10
|
||||
runs-on: ubuntu-24.04
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: EmbarkStudios/cargo-deny-action@v2
|
||||
with:
|
||||
command: check advisories bans licenses sources
|
||||
|
||||
build-no-lock:
|
||||
runs-on: ubuntu-24.04
|
||||
@@ -78,7 +57,7 @@ jobs:
|
||||
CC: clang
|
||||
CXX: clang++
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
# Building without a lock file often requires the latest Rust version since downstream
|
||||
# dependencies may have updated their minimum Rust version.
|
||||
- uses: actions-rust-lang/setup-rust-toolchain@v1
|
||||
@@ -113,38 +92,20 @@ jobs:
|
||||
CXX: clang++-18
|
||||
GH_TOKEN: ${{ secrets.SOPHON_READ_TOKEN }}
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
sudo apt update
|
||||
sudo apt install -y protobuf-compiler libssl-dev
|
||||
run: sudo apt install -y protobuf-compiler libssl-dev
|
||||
- uses: rui314/setup-mold@v1
|
||||
- name: Make Swap
|
||||
run: |
|
||||
swapfile=/swapfile
|
||||
min_swap_bytes=$((15 * 1024 * 1024 * 1024))
|
||||
active_swap_bytes="$(sudo swapon --show=NAME,SIZE --bytes --noheadings | awk '$1 == "/swapfile" { print $2 }')"
|
||||
if [ -n "$active_swap_bytes" ]; then
|
||||
if [ "$active_swap_bytes" -ge "$min_swap_bytes" ]; then
|
||||
echo "/swapfile is already active with enough space; skipping swap creation"
|
||||
exit 0
|
||||
fi
|
||||
echo "/swapfile is already active but smaller than 16G; using /mnt/lancedb-swapfile"
|
||||
swapfile=/mnt/lancedb-swapfile
|
||||
fi
|
||||
if sudo swapon --show=NAME --noheadings | grep -Fxq "$swapfile"; then
|
||||
echo "$swapfile is already active; skipping swap creation"
|
||||
exit 0
|
||||
fi
|
||||
sudo rm -f "$swapfile"
|
||||
sudo fallocate -l 16G "$swapfile"
|
||||
sudo chmod 600 "$swapfile"
|
||||
sudo mkswap "$swapfile"
|
||||
sudo swapon "$swapfile"
|
||||
sudo fallocate -l 16G /swapfile
|
||||
sudo chmod 600 /swapfile
|
||||
sudo mkswap /swapfile
|
||||
sudo swapon /swapfile
|
||||
- name: Build
|
||||
run: cargo build --profile ci --all-features --tests --locked --examples
|
||||
- name: Run feature tests
|
||||
@@ -168,7 +129,7 @@ jobs:
|
||||
shell: bash
|
||||
working-directory: rust
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
lfs: true
|
||||
@@ -197,7 +158,7 @@ jobs:
|
||||
run:
|
||||
working-directory: rust/lancedb
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
- name: Set target
|
||||
run: rustup target add ${{ matrix.target }}
|
||||
- uses: Swatinem/rust-cache@v2
|
||||
@@ -206,13 +167,13 @@ jobs:
|
||||
- name: Build
|
||||
run: |
|
||||
$env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
|
||||
cargo build --profile ci --features aws,remote --tests --locked --target ${{ matrix.target }}
|
||||
cargo build --profile ci --features remote --tests --locked --target ${{ matrix.target }}
|
||||
- name: Run tests
|
||||
# Can only run tests when target matches host
|
||||
if: ${{ matrix.target == 'x86_64-pc-windows-msvc' }}
|
||||
run: |
|
||||
$env:VCPKG_ROOT = $env:VCPKG_INSTALLATION_ROOT
|
||||
cargo test --profile ci --features aws,remote --locked
|
||||
cargo test --profile ci --features remote --locked
|
||||
|
||||
msrv:
|
||||
# Check the minimum supported Rust version
|
||||
@@ -220,13 +181,13 @@ jobs:
|
||||
runs-on: ubuntu-24.04
|
||||
strategy:
|
||||
matrix:
|
||||
msrv: ["1.91.0"] # This should match up with rust-version in Cargo.toml
|
||||
msrv: ["1.78.0"] # This should match up with rust-version in Cargo.toml
|
||||
env:
|
||||
# Need up-to-date compilers for kernels
|
||||
CC: clang-18
|
||||
CXX: clang++-18
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
submodules: true
|
||||
- name: Install dependencies
|
||||
@@ -241,36 +202,14 @@ jobs:
|
||||
- name: Downgrade dependencies
|
||||
# These packages have newer requirements for MSRV
|
||||
run: |
|
||||
cargo update -p aws-sdk-bedrockruntime --precise 1.77.0
|
||||
cargo update -p aws-sdk-dynamodb --precise 1.68.0
|
||||
cargo update -p aws-config --precise 1.6.0
|
||||
cargo update -p aws-sdk-kms --precise 1.63.0
|
||||
cargo update -p aws-sdk-s3 --precise 1.79.0
|
||||
cargo update -p aws-sdk-sso --precise 1.62.0
|
||||
cargo update -p aws-sdk-ssooidc --precise 1.63.0
|
||||
cargo update -p aws-sdk-sts --precise 1.63.0
|
||||
# aws-runtime/sigv4/credential-types/types and the aws-smithy-*
|
||||
# crates bumped their MSRV to 1.91.1 in late 2026; pin to the last
|
||||
# 1.91.0-compatible versions. The order matters — each downgrade
|
||||
# only succeeds once everything that still pins it at a higher
|
||||
# version has itself been downgraded.
|
||||
cargo update -p aws-runtime --precise 1.5.12
|
||||
cargo update -p aws-types --precise 1.3.9
|
||||
cargo update -p aws-sigv4 --precise 1.3.5
|
||||
cargo update -p aws-credential-types --precise 1.2.8
|
||||
cargo update -p aws-smithy-checksums --precise 0.63.9
|
||||
cargo update -p aws-smithy-runtime --precise 1.9.3
|
||||
cargo update -p aws-smithy-http --precise 0.62.4
|
||||
cargo update -p aws-smithy-eventstream --precise 0.60.12
|
||||
cargo update -p aws-smithy-http-client --precise 1.1.3
|
||||
cargo update -p aws-smithy-observability --precise 0.1.4
|
||||
cargo update -p aws-smithy-query --precise 0.60.8
|
||||
cargo update -p aws-smithy-runtime-api --precise 1.9.1
|
||||
cargo update -p aws-smithy-async --precise 1.2.6
|
||||
cargo update -p aws-smithy-types --precise 1.3.5
|
||||
cargo update -p aws-smithy-xml --precise 0.60.11
|
||||
cargo update -p aws-sdk-bedrockruntime --precise 1.64.0
|
||||
cargo update -p aws-sdk-dynamodb --precise 1.55.0
|
||||
cargo update -p aws-config --precise 1.5.10
|
||||
cargo update -p aws-sdk-kms --precise 1.51.0
|
||||
cargo update -p aws-sdk-s3 --precise 1.65.0
|
||||
cargo update -p aws-sdk-sso --precise 1.50.0
|
||||
cargo update -p aws-sdk-ssooidc --precise 1.51.0
|
||||
cargo update -p aws-sdk-sts --precise 1.51.0
|
||||
cargo update -p home --precise 0.5.9
|
||||
- name: cargo +${{ matrix.msrv }} check
|
||||
env:
|
||||
RUSTUP_TOOLCHAIN: ${{ matrix.msrv }}
|
||||
run: cargo check --profile ci --workspace --tests --benches --all-features
|
||||
|
||||
@@ -3,15 +3,12 @@ name: Update package-lock.json
|
||||
on:
|
||||
workflow_dispatch:
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
publish:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v6
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
ref: main
|
||||
persist-credentials: false
|
||||
|
||||
@@ -3,15 +3,12 @@ name: Update NodeJs package-lock.json
|
||||
on:
|
||||
workflow_dispatch:
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
publish:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v6
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
ref: main
|
||||
persist-credentials: false
|
||||
|
||||
@@ -0,0 +1,45 @@
|
||||
name: upload-wheel
|
||||
|
||||
description: "Upload wheels to Pypi"
|
||||
inputs:
|
||||
pypi_token:
|
||||
required: true
|
||||
description: "release token for the repo"
|
||||
fury_token:
|
||||
required: true
|
||||
description: "release token for the fury repo"
|
||||
|
||||
runs:
|
||||
using: "composite"
|
||||
steps:
|
||||
- name: Install dependencies
|
||||
shell: bash
|
||||
run: |
|
||||
python -m pip install --upgrade pip
|
||||
pip install twine
|
||||
python3 -m pip install --upgrade pkginfo
|
||||
- name: Choose repo
|
||||
shell: bash
|
||||
id: choose_repo
|
||||
run: |
|
||||
if [[ ${{ github.ref }} == *beta* ]]; then
|
||||
echo "repo=fury" >> $GITHUB_OUTPUT
|
||||
else
|
||||
echo "repo=pypi" >> $GITHUB_OUTPUT
|
||||
fi
|
||||
- name: Publish to PyPI
|
||||
shell: bash
|
||||
env:
|
||||
FURY_TOKEN: ${{ inputs.fury_token }}
|
||||
PYPI_TOKEN: ${{ inputs.pypi_token }}
|
||||
run: |
|
||||
if [[ ${{ steps.choose_repo.outputs.repo }} == fury ]]; then
|
||||
WHEEL=$(ls target/wheels/lancedb-*.whl 2> /dev/null | head -n 1)
|
||||
echo "Uploading $WHEEL to Fury"
|
||||
curl -f -F package=@$WHEEL https://$FURY_TOKEN@push.fury.io/lancedb/
|
||||
else
|
||||
twine upload --repository ${{ steps.choose_repo.outputs.repo }} \
|
||||
--username __token__ \
|
||||
--password $PYPI_TOKEN \
|
||||
target/wheels/lancedb-*.whl
|
||||
fi
|
||||
@@ -27,7 +27,6 @@ python/dist
|
||||
*.so
|
||||
*.dylib
|
||||
*.dll
|
||||
*.pdb
|
||||
|
||||
## Javascript
|
||||
*.node
|
||||
|
||||
@@ -17,33 +17,9 @@ Common commands:
|
||||
* Run tests: `cargo test --quiet --features remote --tests`
|
||||
* Run specific test: `cargo test --quiet --features remote -p <package_name> --test <test_name>`
|
||||
* Lint: `cargo clippy --quiet --features remote --tests --examples`
|
||||
* Format Rust: `cargo fmt --all`
|
||||
* Format Python: `ruff format .`
|
||||
* Lint Python: `ruff check .`
|
||||
* Bootstrap Python dev env: `cd python && uv run --extra tests --extra dev maturin develop --extras tests,dev`
|
||||
* Run Python tests: `cd python && uv run --extra tests pytest python/tests -vv --durations=10 -m "not slow and not s3_test"`
|
||||
* Run specific Python test: `cd python && uv run --extra tests pytest python/tests/<test_file>.py::<test_name> -q`
|
||||
* Format: `cargo fmt --all`
|
||||
|
||||
For Python validation, prefer the uv-managed environment declared by `python/uv.lock`.
|
||||
Do not treat system `python`, global `pytest`, or missing editable-install errors as
|
||||
final blockers; bootstrap or enter the uv environment instead. If `lancedb._lancedb`
|
||||
is missing or stale, or if Rust/PyO3 binding code changed, rebuild the Python
|
||||
extension with the bootstrap command above before running tests.
|
||||
|
||||
Before committing changes, run formatting for every language you touched. At minimum:
|
||||
|
||||
* Rust changes: run `cargo fmt --all`.
|
||||
* Python changes: run `ruff format .` and `ruff check .` from the repository root,
|
||||
and run targeted tests through `cd python && uv run ...`.
|
||||
* TypeScript changes: run the relevant `npm`/`pnpm` lint, format, build, and docs commands in `nodejs`.
|
||||
|
||||
Before creating a PR, the exact value passed to `gh pr create --title` must follow
|
||||
Conventional Commits, such as `fix: support nested field paths in native index creation`
|
||||
or `feat(python): add dataset multiprocessing support`. Do not use a plain natural
|
||||
language summary like `Support nested field paths in native index creation` as the PR
|
||||
title. The semantic-release check uses the PR title and body as the merge commit message,
|
||||
so a non-conventional PR title will fail CI. After creating a PR, read the remote PR title
|
||||
back and fix it immediately if it is not conventional.
|
||||
Before committing changes, run formatting.
|
||||
|
||||
## Coding tips
|
||||
|
||||
|
||||
Generated
+2383
-3828
File diff suppressed because it is too large
Load Diff
+34
-38
@@ -1,63 +1,59 @@
|
||||
[workspace]
|
||||
members = ["rust/lancedb", "nodejs", "python"]
|
||||
# Python package needs to be built by maturin.
|
||||
exclude = ["python"]
|
||||
resolver = "2"
|
||||
|
||||
[workspace.package]
|
||||
edition = "2024"
|
||||
edition = "2021"
|
||||
authors = ["LanceDB Devs <dev@lancedb.com>"]
|
||||
license = "Apache-2.0"
|
||||
repository = "https://github.com/lancedb/lancedb"
|
||||
description = "Serverless, low-latency vector database for AI applications"
|
||||
keywords = ["lancedb", "lance", "database", "vector", "search"]
|
||||
categories = ["database-implementations"]
|
||||
rust-version = "1.91.0"
|
||||
rust-version = "1.78.0"
|
||||
|
||||
[workspace.dependencies]
|
||||
lance = { "version" = "=9.0.0-beta.23", default-features = false, "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-core = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datagen = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-file = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-io = { "version" = "=9.0.0-beta.23", default-features = false, "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-index = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-linalg = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace-impls = { "version" = "=9.0.0-beta.23", default-features = false, "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-table = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-testing = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datafusion = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-encoding = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-arrow = { "version" = "=9.0.0-beta.23", "tag" = "v9.0.0-beta.23", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance = { "version" = "=2.0.0-beta.3", default-features = false, "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-core = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datagen = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-file = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-io = { "version" = "=2.0.0-beta.3", default-features = false, "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-index = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-linalg = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-namespace-impls = { "version" = "=2.0.0-beta.3", default-features = false, "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-table = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-testing = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-datafusion = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-encoding = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
lance-arrow = { "version" = "=2.0.0-beta.3", "tag" = "v2.0.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
|
||||
ahash = "0.8"
|
||||
# Note that this one does not include pyarrow
|
||||
arrow = { version = "58.0.0", optional = false }
|
||||
arrow-array = "58.0.0"
|
||||
arrow-buffer = "58.0.0"
|
||||
arrow-data = "58.0.0"
|
||||
arrow-ipc = "58.0.0"
|
||||
arrow-ord = "58.0.0"
|
||||
arrow-schema = "58.0.0"
|
||||
arrow-select = "58.0.0"
|
||||
arrow-cast = "58.0.0"
|
||||
arrow = { version = "56.2", optional = false }
|
||||
arrow-array = "56.2"
|
||||
arrow-data = "56.2"
|
||||
arrow-ipc = "56.2"
|
||||
arrow-ord = "56.2"
|
||||
arrow-schema = "56.2"
|
||||
arrow-select = "56.2"
|
||||
arrow-cast = "56.2"
|
||||
async-trait = "0"
|
||||
datafusion = { version = "53.0.0", default-features = false }
|
||||
datafusion-catalog = "53.0.0"
|
||||
datafusion-common = { version = "53.0.0", default-features = false }
|
||||
datafusion-execution = "53.0.0"
|
||||
datafusion-expr = "53.0.0"
|
||||
datafusion-functions = "53.0.0"
|
||||
datafusion-physical-plan = "53.0.0"
|
||||
datafusion-physical-expr = "53.0.0"
|
||||
datafusion-sql = "53.0.0"
|
||||
datafusion = { version = "50.1", default-features = false }
|
||||
datafusion-catalog = "50.1"
|
||||
datafusion-common = { version = "50.1", default-features = false }
|
||||
datafusion-execution = "50.1"
|
||||
datafusion-expr = "50.1"
|
||||
datafusion-physical-plan = "50.1"
|
||||
env_logger = "0.11"
|
||||
half = { "version" = "2.7.1", default-features = false, features = [
|
||||
half = { "version" = "2.6.0", default-features = false, features = [
|
||||
"num-traits",
|
||||
] }
|
||||
futures = "0"
|
||||
log = "0.4"
|
||||
metrics = "0.24"
|
||||
metrics-util = "0.19"
|
||||
moka = { version = "0.12", features = ["future"] }
|
||||
object_store = "0.13.2"
|
||||
object_store = "0.12.0"
|
||||
pin-project = "1.0.7"
|
||||
rand = "0.9"
|
||||
snafu = "0.8"
|
||||
|
||||
@@ -1,9 +0,0 @@
|
||||
.PHONY: licenses
|
||||
|
||||
licenses:
|
||||
cargo about generate about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c about.toml
|
||||
cd python && cargo about generate ../about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c ../about.toml
|
||||
cd python && uv sync --all-extras && uv tool run pip-licenses --python .venv/bin/python --format=markdown --with-urls --output-file=PYTHON_THIRD_PARTY_LICENSES.md
|
||||
cd nodejs && cargo about generate ../about.hbs -o RUST_THIRD_PARTY_LICENSES.html -c ../about.toml
|
||||
cd nodejs && npx license-checker --markdown --out NODEJS_THIRD_PARTY_LICENSES.md
|
||||
cd java && ./mvnw license:aggregate-add-third-party -q
|
||||
@@ -15,7 +15,7 @@
|
||||
|
||||
# **The Multimodal AI Lakehouse**
|
||||
|
||||
[**How to Install** ](#how-to-install) ✦ [**Detailed Documentation**](https://docs.lancedb.com) ✦ [**Tutorials and Recipes**](https://github.com/lancedb/vectordb-recipes/tree/main) ✦ [**Contributors**](#contributors)
|
||||
[**How to Install** ](#how-to-install) ✦ [**Detailed Documentation**](https://lancedb.com/docs) ✦ [**Tutorials and Recipes**](https://github.com/lancedb/vectordb-recipes/tree/main) ✦ [**Contributors**](#contributors)
|
||||
|
||||
**The ultimate multimodal data platform for AI/ML applications.**
|
||||
|
||||
@@ -57,7 +57,7 @@ LanceDB is a central location where developers can build, train and analyze thei
|
||||
|
||||
## **How to Install**:
|
||||
|
||||
Follow the [Quickstart](https://docs.lancedb.com/quickstart) doc to set up LanceDB locally.
|
||||
Follow the [Quickstart](https://lancedb.com/docs/quickstart/) doc to set up LanceDB locally.
|
||||
|
||||
**API & SDK:** We also support Python, Typescript and Rust SDKs
|
||||
|
||||
@@ -66,7 +66,7 @@ Follow the [Quickstart](https://docs.lancedb.com/quickstart) doc to set up Lance
|
||||
| Python SDK | https://lancedb.github.io/lancedb/python/python/ |
|
||||
| Typescript SDK | https://lancedb.github.io/lancedb/js/globals/ |
|
||||
| Rust SDK | https://docs.rs/lancedb/latest/lancedb/index.html |
|
||||
| REST API | https://docs.lancedb.com/api-reference/rest |
|
||||
| REST API | https://docs.lancedb.com/api-reference/introduction |
|
||||
|
||||
## **Join Us and Contribute**
|
||||
|
||||
|
||||
@@ -1,26 +0,0 @@
|
||||
# Code review guidelines
|
||||
|
||||
Repo-specific guidance for automated PR reviews.
|
||||
|
||||
## Cross-SDK parity
|
||||
|
||||
LanceDB exposes the same core (`rust/lancedb`) through Python, TypeScript (`nodejs`),
|
||||
and Java bindings. Behavioral drift between SDKs is a recurring problem, so watch for
|
||||
parity gaps when reviewing — but only flag real ones:
|
||||
|
||||
* If the change adds or modifies user-facing API or behavior in the shared core
|
||||
(`rust/lancedb`), check whether each binding that should expose it (`python`,
|
||||
`nodejs`) does. A core change with no corresponding binding update is worth a note.
|
||||
* If the change adds or modifies a public API in one SDK but not the other, open the
|
||||
sibling SDK's corresponding module and state whether an equivalent exists. If not,
|
||||
note it as a possible parity gap and suggest a follow-up issue.
|
||||
* For bug fixes, first read the sibling SDK's analogous code path to check whether the
|
||||
same bug exists there. Only raise parity if it actually does. Do not ask to "port" a
|
||||
fix for a bug that only ever existed in one binding.
|
||||
* Stay silent on internal-only refactors, tests, docs, and changes with no cross-SDK
|
||||
surface.
|
||||
* Parity expectations apply to the Python and TypeScript (`nodejs`) SDKs. Java currently
|
||||
implements only the remote table, not the local/embedded backend, so it is expected to
|
||||
be partial — do not flag Java for missing local-only functionality.
|
||||
* Keep parity feedback to a short, clearly-labeled note (e.g. "Possible SDK parity
|
||||
gap: …"). It is advisory, not a merge blocker.
|
||||
File diff suppressed because it is too large
Load Diff
@@ -1,70 +0,0 @@
|
||||
<html>
|
||||
|
||||
<head>
|
||||
<style>
|
||||
@media (prefers-color-scheme: dark) {
|
||||
body {
|
||||
background: #333;
|
||||
color: white;
|
||||
}
|
||||
a {
|
||||
color: skyblue;
|
||||
}
|
||||
}
|
||||
.container {
|
||||
font-family: sans-serif;
|
||||
max-width: 800px;
|
||||
margin: 0 auto;
|
||||
}
|
||||
.intro {
|
||||
text-align: center;
|
||||
}
|
||||
.licenses-list {
|
||||
list-style-type: none;
|
||||
margin: 0;
|
||||
padding: 0;
|
||||
}
|
||||
.license-used-by {
|
||||
margin-top: -10px;
|
||||
}
|
||||
.license-text {
|
||||
max-height: 200px;
|
||||
overflow-y: scroll;
|
||||
white-space: pre-wrap;
|
||||
}
|
||||
</style>
|
||||
</head>
|
||||
|
||||
<body>
|
||||
<main class="container">
|
||||
<div class="intro">
|
||||
<h1>Third Party Licenses</h1>
|
||||
<p>This page lists the licenses of the projects used in cargo-about.</p>
|
||||
</div>
|
||||
|
||||
<h2>Overview of licenses:</h2>
|
||||
<ul class="licenses-overview">
|
||||
{{#each overview}}
|
||||
<li><a href="#{{id}}">{{name}}</a> ({{count}})</li>
|
||||
{{/each}}
|
||||
</ul>
|
||||
|
||||
<h2>All license text:</h2>
|
||||
<ul class="licenses-list">
|
||||
{{#each licenses}}
|
||||
<li class="license">
|
||||
<h3 id="{{id}}">{{name}}</h3>
|
||||
<h4>Used by:</h4>
|
||||
<ul class="license-used-by">
|
||||
{{#each used_by}}
|
||||
<li><a href="{{#if crate.repository}} {{crate.repository}} {{else}} https://crates.io/crates/{{crate.name}} {{/if}}">{{crate.name}} {{crate.version}}</a></li>
|
||||
{{/each}}
|
||||
</ul>
|
||||
<pre class="license-text">{{text}}</pre>
|
||||
</li>
|
||||
{{/each}}
|
||||
</ul>
|
||||
</main>
|
||||
</body>
|
||||
|
||||
</html>
|
||||
-18
@@ -1,18 +0,0 @@
|
||||
accepted = [
|
||||
"0BSD",
|
||||
"Apache-2.0",
|
||||
"Apache-2.0 WITH LLVM-exception",
|
||||
"BSD-2-Clause",
|
||||
"BSD-3-Clause",
|
||||
"BSL-1.0",
|
||||
"bzip2-1.0.6",
|
||||
"CC0-1.0",
|
||||
"CDDL-1.0",
|
||||
"CDLA-Permissive-2.0",
|
||||
"ISC",
|
||||
"MIT",
|
||||
"MPL-2.0",
|
||||
"OpenSSL",
|
||||
"Unicode-3.0",
|
||||
"Zlib",
|
||||
]
|
||||
@@ -3,7 +3,6 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import functools
|
||||
import json
|
||||
import os
|
||||
import re
|
||||
@@ -27,7 +26,6 @@ SEMVER_RE = re.compile(
|
||||
)
|
||||
|
||||
|
||||
@functools.total_ordering
|
||||
@dataclass(frozen=True)
|
||||
class SemVer:
|
||||
major: int
|
||||
@@ -112,25 +110,25 @@ def fetch_remote_tags() -> List[TagInfo]:
|
||||
"api",
|
||||
"-X",
|
||||
"GET",
|
||||
f"repos/{LANCE_REPO}/releases",
|
||||
f"repos/{LANCE_REPO}/git/refs/tags",
|
||||
"--paginate",
|
||||
"--jq",
|
||||
".[].tag_name",
|
||||
"-F",
|
||||
"per_page=20",
|
||||
".[].ref",
|
||||
]
|
||||
)
|
||||
tags: List[TagInfo] = []
|
||||
for line in output.splitlines():
|
||||
tag = line.strip()
|
||||
if not tag.startswith("v"):
|
||||
ref = line.strip()
|
||||
if not ref.startswith("refs/tags/v"):
|
||||
continue
|
||||
tag = ref.split("refs/tags/")[-1]
|
||||
version = tag.lstrip("v")
|
||||
try:
|
||||
tags.append(TagInfo(tag=tag, version=version, semver=parse_semver(version)))
|
||||
except ValueError:
|
||||
continue
|
||||
if not tags:
|
||||
raise RuntimeError("No Lance releases could be parsed from GitHub API output")
|
||||
raise RuntimeError("No Lance tags could be parsed from GitHub API output")
|
||||
return tags
|
||||
|
||||
|
||||
@@ -158,9 +156,7 @@ def read_current_version(repo_root: Path) -> str:
|
||||
|
||||
|
||||
def determine_latest_tag(tags: Iterable[TagInfo]) -> TagInfo:
|
||||
# Stable releases (no prerelease) are always preferred over pre-releases.
|
||||
# Within each group, standard semver ordering applies.
|
||||
return max(tags, key=lambda tag: (not tag.semver.prerelease, tag.semver))
|
||||
return max(tags, key=lambda tag: tag.semver)
|
||||
|
||||
|
||||
def write_outputs(args: argparse.Namespace, payload: dict) -> None:
|
||||
|
||||
@@ -16,7 +16,7 @@ check_command_exists() {
|
||||
}
|
||||
|
||||
if [[ ! -e ./lancedb ]]; then
|
||||
if [[ x${SOPHON_READ_TOKEN} != "x" ]]; then
|
||||
if [[ -v SOPHON_READ_TOKEN ]]; then
|
||||
INPUT="lancedb-linux-x64"
|
||||
gh release \
|
||||
--repo lancedb/lancedb \
|
||||
|
||||
@@ -1,126 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Prepare a Lance dependency update for LanceDB."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import re
|
||||
import subprocess
|
||||
import sys
|
||||
from pathlib import Path
|
||||
from typing import Sequence
|
||||
|
||||
try:
|
||||
from check_lance_release import parse_semver
|
||||
except ModuleNotFoundError:
|
||||
# Supports importing as ci.update_lance_dependency from tests or ad hoc checks.
|
||||
from ci.check_lance_release import parse_semver # type: ignore
|
||||
|
||||
|
||||
def normalize_version(raw: str) -> str:
|
||||
value = raw.strip()
|
||||
value = value.removeprefix("refs/tags/")
|
||||
value = value.removeprefix("v")
|
||||
try:
|
||||
parse_semver(value)
|
||||
except ValueError:
|
||||
raise ValueError(f"Unsupported Lance version or tag: {raw}")
|
||||
return value
|
||||
|
||||
|
||||
def normalized_tag(version: str) -> str:
|
||||
return f"v{version}"
|
||||
|
||||
|
||||
def branch_name(version: str) -> str:
|
||||
suffix = re.sub(r"[^a-zA-Z0-9]+", "-", version).strip("-")
|
||||
suffix = re.sub(r"-+", "-", suffix)
|
||||
return f"codex/update-lance-{suffix}"
|
||||
|
||||
|
||||
def commit_type(version: str) -> str:
|
||||
prerelease = version.split("-", maxsplit=1)[1] if "-" in version else ""
|
||||
return "chore" if "beta" in prerelease or "rc" in prerelease else "feat"
|
||||
|
||||
|
||||
def metadata_for(version: str) -> dict[str, str]:
|
||||
kind = commit_type(version)
|
||||
message = f"{kind}: update lance dependency to v{version}"
|
||||
return {
|
||||
"version": version,
|
||||
"tag": normalized_tag(version),
|
||||
"branch_name": branch_name(version),
|
||||
"commit_type": kind,
|
||||
"commit_message": message,
|
||||
"pr_title": message,
|
||||
}
|
||||
|
||||
|
||||
def run_command(cmd: Sequence[str], *, cwd: Path) -> None:
|
||||
subprocess.run(cmd, cwd=cwd, check=True)
|
||||
|
||||
|
||||
def update_java_lance_core_version(repo_root: Path, version: str) -> None:
|
||||
pom_path = repo_root / "java" / "pom.xml"
|
||||
contents = pom_path.read_text(encoding="utf-8")
|
||||
updated, count = re.subn(
|
||||
r"(<lance-core\.version>)[^<]+(</lance-core\.version>)",
|
||||
rf"\g<1>{version}\g<2>",
|
||||
contents,
|
||||
count=1,
|
||||
)
|
||||
if count != 1:
|
||||
raise RuntimeError(
|
||||
"Expected exactly one <lance-core.version> entry in java/pom.xml"
|
||||
)
|
||||
pom_path.write_text(updated, encoding="utf-8")
|
||||
|
||||
|
||||
def write_github_outputs(path: str | None, payload: dict[str, str]) -> None:
|
||||
if not path:
|
||||
return
|
||||
with open(path, "a", encoding="utf-8") as output:
|
||||
for key, value in payload.items():
|
||||
output.write(f"{key}={value}\n")
|
||||
|
||||
|
||||
def main(argv: Sequence[str] | None = None) -> int:
|
||||
parser = argparse.ArgumentParser(description=__doc__)
|
||||
parser.add_argument(
|
||||
"tag_or_version",
|
||||
help="Lance tag or version, for example refs/tags/v7.2.0-beta.1 or 7.2.0",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--repo-root",
|
||||
type=Path,
|
||||
default=Path(__file__).resolve().parents[1],
|
||||
help="Path to the lancedb repository root",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--github-output",
|
||||
default=None,
|
||||
help="Optional GitHub Actions output file to receive metadata fields",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--metadata-only",
|
||||
action="store_true",
|
||||
help="Only print derived metadata; do not modify dependency files",
|
||||
)
|
||||
args = parser.parse_args(argv)
|
||||
|
||||
repo_root = args.repo_root.resolve()
|
||||
version = normalize_version(args.tag_or_version)
|
||||
payload = metadata_for(version)
|
||||
|
||||
if not args.metadata_only:
|
||||
run_command([sys.executable, "ci/set_lance_version.py", version], cwd=repo_root)
|
||||
update_java_lance_core_version(repo_root, version)
|
||||
|
||||
write_github_outputs(args.github_output, payload)
|
||||
print(json.dumps(payload, sort_keys=True))
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
sys.exit(main())
|
||||
@@ -1,192 +0,0 @@
|
||||
# cargo-deny configuration for LanceDB.
|
||||
#
|
||||
# Run locally with `cargo deny check`. See
|
||||
# https://embarkstudios.github.io/cargo-deny/ for the full reference.
|
||||
|
||||
# The set of target triples we care about. cargo-deny will only consider
|
||||
# dependencies that are used on at least one of these targets. Keeping this
|
||||
# explicit avoids noise from platform-specific crates (e.g. wasm, android,
|
||||
# ios) that we never actually ship.
|
||||
[graph]
|
||||
targets = [
|
||||
"x86_64-unknown-linux-gnu",
|
||||
"aarch64-unknown-linux-gnu",
|
||||
"x86_64-apple-darwin",
|
||||
"aarch64-apple-darwin",
|
||||
"x86_64-pc-windows-msvc",
|
||||
"aarch64-pc-windows-msvc",
|
||||
]
|
||||
all-features = true
|
||||
|
||||
[output]
|
||||
feature-depth = 1
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Advisories: security vulnerabilities and yanked crates.
|
||||
# ---------------------------------------------------------------------------
|
||||
[advisories]
|
||||
version = 2
|
||||
# Fail the check if any crate in the lockfile has been yanked from crates.io.
|
||||
# Yanked crates are a signal the author retracted the release (often due to
|
||||
# bugs or security issues) and should not be depended on.
|
||||
yanked = "deny"
|
||||
# Advisory IDs we have explicitly reviewed and chosen to accept. Every
|
||||
# entry must include a rationale and, where possible, an upstream issue
|
||||
# pointing to a fix. Revisit this list whenever dependencies are updated.
|
||||
ignore = [
|
||||
# rsa: Marvin Attack timing side-channel in PKCS#1 v1.5 decryption.
|
||||
# Reached only through opendal → reqsign → rsa. We do not use RSA
|
||||
# decryption in LanceDB ourselves; this is dormant in the signing path.
|
||||
# No fixed release exists upstream as of this writing.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2023-0071
|
||||
{ id = "RUSTSEC-2023-0071", reason = "rsa crate via opendal/reqsign; no fixed upstream release" },
|
||||
|
||||
# instant: unmaintained. Pulled in via backoff → instant. Upstream
|
||||
# recommends switching to `web-time`; fix has to come from backoff.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2024-0384
|
||||
{ id = "RUSTSEC-2024-0384", reason = "transitive via backoff; waiting on backoff replacement" },
|
||||
|
||||
# paste: unmaintained (author archived the repo). Used transitively by
|
||||
# datafusion and the arrow ecosystem; widespread, no drop-in replacement.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2024-0436
|
||||
{ id = "RUSTSEC-2024-0436", reason = "transitive via datafusion; awaiting ecosystem migration" },
|
||||
|
||||
# tantivy: segfault on malformed input due to missing bounds check.
|
||||
# Pulled in via lance for full-text search. We only feed tantivy
|
||||
# documents we construct ourselves, not attacker-controlled bytes.
|
||||
# Tracked for a lance dependency bump.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2025-0003
|
||||
{ id = "RUSTSEC-2025-0003", reason = "tantivy via lance; inputs are internally produced, not user-supplied bytes" },
|
||||
|
||||
# backoff: unmaintained. Reached only via async-openai. Replacement
|
||||
# requires async-openai to migrate (or us to drop async-openai).
|
||||
# https://rustsec.org/advisories/RUSTSEC-2025-0012
|
||||
{ id = "RUSTSEC-2025-0012", reason = "transitive via async-openai; waiting on upstream migration" },
|
||||
|
||||
# number_prefix: unmaintained. Transitive via indicatif → hf-hub.
|
||||
# No security impact, just maintenance status.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2025-0119
|
||||
{ id = "RUSTSEC-2025-0119", reason = "transitive via hf-hub/indicatif; cosmetic formatting crate" },
|
||||
|
||||
# rustls-webpki 0.101.7 (old major line): name-constraint checks for
|
||||
# URI / wildcard names. Pulled in only via the legacy rustls 0.21 chain
|
||||
# from aws-smithy-http-client. The 0.103 line we actively use is patched.
|
||||
# Clearing the 0.101 copy requires the aws-sdk chain to migrate off
|
||||
# rustls 0.21.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0098
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0099
|
||||
{ id = "RUSTSEC-2026-0098", reason = "only affects rustls-webpki 0.101 from legacy aws-smithy/rustls 0.21 chain" },
|
||||
{ id = "RUSTSEC-2026-0099", reason = "only affects rustls-webpki 0.101 from legacy aws-smithy/rustls 0.21 chain" },
|
||||
|
||||
# rustls-webpki 0.101.7: reachable panic in CRL parsing. Same legacy
|
||||
# rustls 0.21 chain from aws-smithy-http-client as above. The 0.103 line
|
||||
# we actively use is upgraded to 0.103.13 which contains the fix.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0104
|
||||
{ id = "RUSTSEC-2026-0104", reason = "only affects rustls-webpki 0.101 from legacy aws-smithy/rustls 0.21 chain" },
|
||||
|
||||
# pyo3 advisories in the Python bindings; tracked pending a patched pyo3 release.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0176
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0177
|
||||
{ id = "RUSTSEC-2026-0176", reason = "pyo3 in Python bindings; awaiting patched pyo3 release" },
|
||||
{ id = "RUSTSEC-2026-0177", reason = "pyo3 in Python bindings; awaiting patched pyo3 release" },
|
||||
|
||||
# quick-xml < 0.41.0: quadratic runtime on duplicate attribute names (DoS).
|
||||
# quick-xml < 0.41.0: unbounded namespace-declaration allocation in NsReader (DoS).
|
||||
# Pulled in transitively by inferno (dev-only flame-graph dep), lance-namespace-impls
|
||||
# (git dep from lance), and opendal/reqsign (cloud storage XML parsing). The XML
|
||||
# parsed by opendal/reqsign comes from trusted cloud-storage endpoints (S3, GCS,
|
||||
# Azure), not attacker-controlled input. Clearing requires upstream crates to migrate
|
||||
# to quick-xml >= 0.41.0.
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0194
|
||||
# https://rustsec.org/advisories/RUSTSEC-2026-0195
|
||||
{ id = "RUSTSEC-2026-0194", reason = "transitive via inferno/lance/opendal; XML from trusted cloud endpoints, not attacker-controlled" },
|
||||
{ id = "RUSTSEC-2026-0195", reason = "transitive via inferno/lance/opendal; XML from trusted cloud endpoints, not attacker-controlled" },
|
||||
]
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Licenses: only allow licenses we've reviewed as compatible with Apache-2.0.
|
||||
# ---------------------------------------------------------------------------
|
||||
[licenses]
|
||||
version = 2
|
||||
# SPDX identifiers for licenses that are compatible with our Apache-2.0
|
||||
# distribution. Additions require legal review.
|
||||
allow = [
|
||||
"Apache-2.0",
|
||||
"Apache-2.0 WITH LLVM-exception",
|
||||
"MIT",
|
||||
"BSD-2-Clause",
|
||||
"BSD-3-Clause",
|
||||
"ISC",
|
||||
"Unicode-3.0",
|
||||
"Unicode-DFS-2016",
|
||||
"Zlib",
|
||||
"CC0-1.0",
|
||||
"MPL-2.0",
|
||||
"BSL-1.0",
|
||||
"OpenSSL",
|
||||
# 0BSD ("BSD Zero Clause") is effectively public domain — no attribution
|
||||
# required. Pulled in by `mock_instant`.
|
||||
"0BSD",
|
||||
# bzip2-1.0.6 is the permissive upstream bzip2 license (BSD-like). Pulled
|
||||
# in by `libbz2-rs-sys`, the pure-Rust bzip2 implementation.
|
||||
"bzip2-1.0.6",
|
||||
# CDLA-Permissive-2.0 is a permissive data license used by `webpki-roots`
|
||||
# for the Mozilla CA root bundle. Data-only, distribution-compatible.
|
||||
"CDLA-Permissive-2.0",
|
||||
]
|
||||
confidence-threshold = 0.8
|
||||
# Per-crate license exceptions: allow a license for a specific crate only,
|
||||
# rather than globally via the `allow` list above.
|
||||
exceptions = [
|
||||
# CDDL-1.0 (copyleft) is pulled in only as a dev/profiling dependency via
|
||||
# `inferno` -> `pprof` -> `lance-testing`; it is a test dependency that we
|
||||
# do not distribute, so scope the allowance to `inferno` alone.
|
||||
{ allow = ["CDDL-1.0"], crate = "inferno" },
|
||||
]
|
||||
# Crates whose license cannot be determined from Cargo metadata but whose
|
||||
# license we've manually confirmed from upstream. Keep this list minimal.
|
||||
[[licenses.clarify]]
|
||||
# polars-arrow-format omits the `license` field in its Cargo.toml, but the
|
||||
# upstream repo (pola-rs/polars-arrow-format) is dual-licensed Apache-2.0 OR
|
||||
# MIT. See https://github.com/pola-rs/polars-arrow-format/blob/main/LICENSE
|
||||
crate = "polars-arrow-format"
|
||||
expression = "Apache-2.0 OR MIT"
|
||||
license-files = []
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Bans: disallow specific crates and flag dependency hygiene issues.
|
||||
# ---------------------------------------------------------------------------
|
||||
[bans]
|
||||
# Warn (not deny) on duplicate versions of the same crate. In a large
|
||||
# workspace like this one, duplicates are common and often unavoidable
|
||||
# transitively. We surface them to discourage growth, but don't fail CI.
|
||||
multiple-versions = "warn"
|
||||
# Wildcard version requirements (`foo = "*"`) are a footgun — they let any
|
||||
# future release in without review. Ban them outright.
|
||||
wildcards = "deny"
|
||||
# Internal workspace crates reference each other via `path = "..."`, which
|
||||
# cargo-deny sees as a wildcard version. That's fine for private workspace
|
||||
# members (not published to crates.io), so allow it specifically for paths.
|
||||
allow-wildcard-paths = true
|
||||
# Features that, if enabled, should cause the check to fail.
|
||||
deny = []
|
||||
# Crates to skip when checking for duplicate versions.
|
||||
skip = []
|
||||
# Similar to `skip`, but also skips the entire transitive subtree.
|
||||
skip-tree = []
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Sources: restrict where crates can come from.
|
||||
# ---------------------------------------------------------------------------
|
||||
[sources]
|
||||
# Deny any registry other than the ones explicitly listed below.
|
||||
unknown-registry = "deny"
|
||||
# Deny any git dependency whose host isn't in the allow-list below. This
|
||||
# prevents accidental pulls from arbitrary forks.
|
||||
unknown-git = "deny"
|
||||
allow-registry = ["https://github.com/rust-lang/crates.io-index"]
|
||||
# Lance is developed in a sibling repo and pulled as a git dependency until
|
||||
# releases are cut to crates.io. Allow that specific host.
|
||||
allow-git = [
|
||||
"https://github.com/lance-format/lance",
|
||||
]
|
||||
+1
-1
@@ -1,7 +1,7 @@
|
||||
version: "3.9"
|
||||
services:
|
||||
localstack:
|
||||
image: localstack/localstack:4.0
|
||||
image: localstack/localstack:3.3
|
||||
ports:
|
||||
- 4566:4566
|
||||
environment:
|
||||
|
||||
+17
-17
@@ -1,27 +1,27 @@
|
||||
# Simple base dockerfile that supports basic dependencies required to run lance with FTS and Hybrid Search
|
||||
# Usage: docker build -t lancedb:latest -f Dockerfile .
|
||||
FROM python:3.12-slim-bookworm
|
||||
#Simple base dockerfile that supports basic dependencies required to run lance with FTS and Hybrid Search
|
||||
#Usage docker build -t lancedb:latest -f Dockerfile .
|
||||
FROM python:3.10-slim-buster
|
||||
|
||||
# Install build dependencies in a single layer
|
||||
RUN apt-get update && \
|
||||
apt-get install -y --no-install-recommends \
|
||||
curl \
|
||||
build-essential \
|
||||
protobuf-compiler \
|
||||
git \
|
||||
ca-certificates && \
|
||||
apt-get clean && \
|
||||
rm -rf /var/lib/apt/lists/*
|
||||
|
||||
# Install Rust (pinned installer, non-interactive)
|
||||
RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --default-toolchain stable --profile minimal
|
||||
# Install Rust
|
||||
RUN apt-get update && apt-get install -y curl build-essential && \
|
||||
curl https://sh.rustup.rs -sSf | sh -s -- -y
|
||||
|
||||
# Set the environment variable for Rust
|
||||
ENV PATH="/root/.cargo/bin:${PATH}"
|
||||
|
||||
# Install protobuf compiler
|
||||
RUN apt-get install -y protobuf-compiler && \
|
||||
apt-get clean && \
|
||||
rm -rf /var/lib/apt/lists/*
|
||||
|
||||
RUN apt-get -y update &&\
|
||||
apt-get -y upgrade && \
|
||||
apt-get -y install git
|
||||
|
||||
|
||||
# Verify installations
|
||||
RUN python --version && \
|
||||
rustc --version && \
|
||||
protoc --version
|
||||
|
||||
RUN pip install --no-cache-dir lancedb
|
||||
RUN pip install tantivy lancedb
|
||||
|
||||
+1
-1
@@ -1,6 +1,6 @@
|
||||
# LanceDB Documentation
|
||||
|
||||
LanceDB docs are available at [docs.lancedb.com](https://docs.lancedb.com).
|
||||
LanceDB docs are available at [lancedb.com/docs](https://lancedb.com/docs).
|
||||
|
||||
The SDK docs are built and deployed automatically by [Github Actions](../.github/workflows/docs.yml)
|
||||
whenever a commit is pushed to the `main` branch. So it is possible for the docs to show
|
||||
|
||||
+9
-15
@@ -11,7 +11,7 @@ watch:
|
||||
theme:
|
||||
name: "material"
|
||||
logo: assets/logo.png
|
||||
favicon: assets/favicon.ico
|
||||
favicon: assets/logo.png
|
||||
palette:
|
||||
# Palette toggle for light mode
|
||||
- scheme: lancedb
|
||||
@@ -32,6 +32,8 @@ theme:
|
||||
- content.tooltips
|
||||
- toc.follow
|
||||
- navigation.top
|
||||
- navigation.tabs
|
||||
- navigation.tabs.sticky
|
||||
- navigation.footer
|
||||
- navigation.tracking
|
||||
- navigation.instant
|
||||
@@ -52,21 +54,14 @@ plugins:
|
||||
options:
|
||||
docstring_style: numpy
|
||||
heading_level: 3
|
||||
show_source: true
|
||||
show_symbol_type_in_heading: true
|
||||
show_signature_annotations: true
|
||||
show_root_heading: true
|
||||
show_docstring_examples: true
|
||||
show_docstring_attributes: false
|
||||
show_docstring_other_parameters: true
|
||||
show_symbol_type_heading: true
|
||||
show_labels: false
|
||||
show_if_no_docstring: true
|
||||
show_source: false
|
||||
members_order: source
|
||||
docstring_section_style: list
|
||||
signature_crossrefs: true
|
||||
separate_signature: true
|
||||
filters:
|
||||
- "!^_"
|
||||
import:
|
||||
# for cross references
|
||||
- https://arrow.apache.org/docs/objects.inv
|
||||
@@ -120,13 +115,12 @@ markdown_extensions:
|
||||
emoji_index: !!python/name:material.extensions.emoji.twemoji
|
||||
emoji_generator: !!python/name:material.extensions.emoji.to_svg
|
||||
- markdown.extensions.toc:
|
||||
toc_depth: 4
|
||||
permalink: true
|
||||
permalink_title: Anchor link to this section
|
||||
baselevel: 1
|
||||
permalink: ""
|
||||
|
||||
nav:
|
||||
- Documentation:
|
||||
- SDK Reference: index.md
|
||||
- API reference:
|
||||
- Overview: index.md
|
||||
- Python: python/python.md
|
||||
- Javascript/TypeScript: js/globals.md
|
||||
- Java: java/java.md
|
||||
|
||||
@@ -1,9 +1,9 @@
|
||||
mkdocs==1.6.1
|
||||
mkdocs==1.5.3
|
||||
mkdocs-jupyter==0.24.1
|
||||
mkdocs-material==9.6.23
|
||||
mkdocs-autorefs>=0.5,<=1.0
|
||||
mkdocstrings[python]>=0.24,<1.0
|
||||
griffe>=0.40,<1.0
|
||||
mkdocs-render-swagger-plugin>=0.1.0
|
||||
pydantic>=2.0,<3.0
|
||||
mkdocs-redirects>=1.2.0
|
||||
mkdocs-material==9.5.3
|
||||
mkdocs-autorefs<=1.0
|
||||
mkdocstrings[python]==0.25.2
|
||||
griffe
|
||||
mkdocs-render-swagger-plugin
|
||||
pydantic
|
||||
mkdocs-redirects
|
||||
Binary file not shown.
|
Before Width: | Height: | Size: 15 KiB |
-111
@@ -1,111 +0,0 @@
|
||||
# VoyageAI Embeddings : Multimodal
|
||||
|
||||
VoyageAI embeddings can also be used to embed both text and image data, only some of the models support image data and you can check the list
|
||||
under [https://docs.voyageai.com/docs/multimodal-embeddings](https://docs.voyageai.com/docs/multimodal-embeddings)
|
||||
|
||||
Supported multimodal models:
|
||||
|
||||
- `voyage-multimodal-3` - 1024 dimensions (text + images)
|
||||
- `voyage-multimodal-3.5` - Flexible dimensions (256, 512, 1024 default, 2048). Supports text, images, and video.
|
||||
|
||||
### Video Support (voyage-multimodal-3.5)
|
||||
|
||||
The `voyage-multimodal-3.5` model supports video input through:
|
||||
- Video URLs (`.mp4`, `.webm`, `.mov`, `.avi`, `.mkv`, `.m4v`, `.gif`)
|
||||
- Video file paths
|
||||
|
||||
Constraints: Max 20MB video size.
|
||||
|
||||
Supported parameters (to be passed in `create` method) are:
|
||||
|
||||
| Parameter | Type | Default Value | Description |
|
||||
|---|---|-------------------------|-------------------------------------------|
|
||||
| `name` | `str` | `"voyage-multimodal-3"` | The model ID of the VoyageAI model to use |
|
||||
| `output_dimension` | `int` | `None` | Output dimension for voyage-multimodal-3.5. Valid: 256, 512, 1024, 2048 |
|
||||
|
||||
Usage Example:
|
||||
|
||||
```python
|
||||
import base64
|
||||
import os
|
||||
from io import BytesIO
|
||||
|
||||
import requests
|
||||
import lancedb
|
||||
from lancedb.pydantic import LanceModel, Vector
|
||||
from lancedb.embeddings import get_registry
|
||||
import pandas as pd
|
||||
|
||||
os.environ['VOYAGE_API_KEY'] = 'YOUR_VOYAGE_API_KEY'
|
||||
|
||||
db = lancedb.connect(".lancedb")
|
||||
func = get_registry().get("voyageai").create(name="voyage-multimodal-3")
|
||||
|
||||
|
||||
def image_to_base64(image_bytes: bytes):
|
||||
buffered = BytesIO(image_bytes)
|
||||
img_str = base64.b64encode(buffered.getvalue())
|
||||
return img_str.decode("utf-8")
|
||||
|
||||
|
||||
class Images(LanceModel):
|
||||
label: str
|
||||
image_uri: str = func.SourceField() # image uri as the source
|
||||
image_bytes: str = func.SourceField() # image bytes base64 encoded as the source
|
||||
vector: Vector(func.ndims()) = func.VectorField() # vector column
|
||||
vec_from_bytes: Vector(func.ndims()) = func.VectorField() # Another vector column
|
||||
|
||||
|
||||
if "images" in db.table_names():
|
||||
db.drop_table("images")
|
||||
table = db.create_table("images", schema=Images)
|
||||
labels = ["cat", "cat", "dog", "dog", "horse", "horse"]
|
||||
uris = [
|
||||
"http://farm1.staticflickr.com/53/167798175_7c7845bbbd_z.jpg",
|
||||
"http://farm1.staticflickr.com/134/332220238_da527d8140_z.jpg",
|
||||
"http://farm9.staticflickr.com/8387/8602747737_2e5c2a45d4_z.jpg",
|
||||
"http://farm5.staticflickr.com/4092/5017326486_1f46057f5f_z.jpg",
|
||||
"http://farm9.staticflickr.com/8216/8434969557_d37882c42d_z.jpg",
|
||||
"http://farm6.staticflickr.com/5142/5835678453_4f3a4edb45_z.jpg",
|
||||
]
|
||||
# get each uri as bytes
|
||||
images_bytes = [image_to_base64(requests.get(uri).content) for uri in uris]
|
||||
table.add(
|
||||
pd.DataFrame({"label": labels, "image_uri": uris, "image_bytes": images_bytes})
|
||||
)
|
||||
```
|
||||
Now we can search using text from both the default vector column and the custom vector column
|
||||
```python
|
||||
|
||||
# text search
|
||||
actual = table.search("man's best friend", "vec_from_bytes").limit(1).to_pydantic(Images)[0]
|
||||
print(actual.label) # prints "dog"
|
||||
|
||||
frombytes = (
|
||||
table.search("man's best friend", vector_column_name="vec_from_bytes")
|
||||
.limit(1)
|
||||
.to_pydantic(Images)[0]
|
||||
)
|
||||
print(frombytes.label)
|
||||
|
||||
```
|
||||
|
||||
Because we're using a multi-modal embedding function, we can also search using images
|
||||
|
||||
```python
|
||||
# image search
|
||||
query_image_uri = "http://farm1.staticflickr.com/200/467715466_ed4a31801f_z.jpg"
|
||||
image_bytes = requests.get(query_image_uri).content
|
||||
query_image = Image.open(BytesIO(image_bytes))
|
||||
actual = table.search(query_image, "vec_from_bytes").limit(1).to_pydantic(Images)[0]
|
||||
print(actual.label == "dog")
|
||||
|
||||
# image search using a custom vector column
|
||||
other = (
|
||||
table.search(query_image, vector_column_name="vec_from_bytes")
|
||||
.limit(1)
|
||||
.to_pydantic(Images)[0]
|
||||
)
|
||||
print(actual.label)
|
||||
|
||||
```
|
||||
-62
@@ -1,62 +0,0 @@
|
||||
# VoyageAI Embeddings
|
||||
|
||||
Voyage AI provides cutting-edge embedding and rerankers.
|
||||
|
||||
|
||||
Using voyageai API requires voyageai package, which can be installed using `pip install voyageai`. Voyage AI embeddings are used to generate embeddings for text data. The embeddings can be used for various tasks like semantic search, clustering, and classification.
|
||||
You also need to set the `VOYAGE_API_KEY` environment variable to use the VoyageAI API.
|
||||
|
||||
Supported models are:
|
||||
|
||||
**Voyage-4 Series (Latest)**
|
||||
|
||||
- voyage-4 (1024 dims, general-purpose and multilingual retrieval, 320K batch tokens)
|
||||
- voyage-4-lite (1024 dims, optimized for latency and cost, 1M batch tokens)
|
||||
- voyage-4-large (1024 dims, best retrieval quality, 120K batch tokens)
|
||||
|
||||
**Voyage-3 Series**
|
||||
|
||||
- voyage-3
|
||||
- voyage-3-lite
|
||||
|
||||
**Domain-Specific Models**
|
||||
|
||||
- voyage-finance-2
|
||||
- voyage-multilingual-2
|
||||
- voyage-law-2
|
||||
- voyage-code-2
|
||||
|
||||
|
||||
Supported parameters (to be passed in `create` method) are:
|
||||
|
||||
| Parameter | Type | Default Value | Description |
|
||||
|---|---|--------|---------|
|
||||
| `name` | `str` | `None` | The model ID of the model to use. Supported base models for Text Embeddings: voyage-4, voyage-4-lite, voyage-4-large, voyage-3, voyage-3-lite, voyage-finance-2, voyage-multilingual-2, voyage-law-2, voyage-code-2 |
|
||||
| `input_type` | `str` | `None` | Type of the input text. Default to None. Other options: query, document. |
|
||||
| `truncation` | `bool` | `True` | Whether to truncate the input texts to fit within the context length. |
|
||||
|
||||
|
||||
Usage Example:
|
||||
|
||||
```python
|
||||
import lancedb
|
||||
from lancedb.pydantic import LanceModel, Vector
|
||||
from lancedb.embeddings import EmbeddingFunctionRegistry
|
||||
|
||||
voyageai = EmbeddingFunctionRegistry
|
||||
.get_instance()
|
||||
.get("voyageai")
|
||||
.create(name="voyage-3")
|
||||
|
||||
class TextModel(LanceModel):
|
||||
text: str = voyageai.SourceField()
|
||||
vector: Vector(voyageai.ndims()) = voyageai.VectorField()
|
||||
|
||||
data = [ { "text": "hello world" },
|
||||
{ "text": "goodbye world" }]
|
||||
|
||||
db = lancedb.connect("~/.lancedb")
|
||||
tbl = db.create_table("test", schema=TextModel, mode="overwrite")
|
||||
|
||||
tbl.add(data)
|
||||
```
|
||||
+3
-7
@@ -1,12 +1,8 @@
|
||||
# SDK Reference
|
||||
# API Reference
|
||||
|
||||
This site contains the API reference for the client SDKs supported by [LanceDB](https://lancedb.com).
|
||||
This page contains the API reference for the SDKs supported by the LanceDB team.
|
||||
|
||||
- [Python](python/python.md)
|
||||
- [JavaScript/TypeScript](js/globals.md)
|
||||
- [Java](java/java.md)
|
||||
- [Rust](https://docs.rs/lancedb/latest/lancedb/index.html)
|
||||
|
||||
!!! info "LanceDB Documentation"
|
||||
|
||||
If you're looking for the full documentation of LanceDB, visit [docs.lancedb.com](https://docs.lancedb.com).
|
||||
- [Rust](https://docs.rs/lancedb/latest/lancedb/index.html)
|
||||
+15
-15
@@ -14,7 +14,7 @@ Add the following dependency to your `pom.xml`:
|
||||
<dependency>
|
||||
<groupId>com.lancedb</groupId>
|
||||
<artifactId>lancedb-core</artifactId>
|
||||
<version>0.32.0-beta.1</version>
|
||||
<version>0.23.1-beta.1</version>
|
||||
</dependency>
|
||||
```
|
||||
|
||||
@@ -57,32 +57,32 @@ LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
|
||||
|
||||
## Metadata Operations
|
||||
|
||||
### Creating a Namespace Path
|
||||
### Creating a Namespace
|
||||
|
||||
Namespace paths organize tables hierarchically. Create the desired namespace path before creating tables within it:
|
||||
Namespaces organize tables hierarchically. Create a namespace before creating tables within it:
|
||||
|
||||
```java
|
||||
import org.lance.namespace.model.CreateNamespaceRequest;
|
||||
import org.lance.namespace.model.CreateNamespaceResponse;
|
||||
|
||||
// Create a child namespace path
|
||||
// Create a child namespace
|
||||
CreateNamespaceRequest request = new CreateNamespaceRequest();
|
||||
request.setId(Arrays.asList("my_namespace"));
|
||||
|
||||
CreateNamespaceResponse response = namespaceClient.createNamespace(request);
|
||||
```
|
||||
|
||||
You can also create nested namespace paths:
|
||||
You can also create nested namespaces:
|
||||
|
||||
```java
|
||||
// Create a nested namespace path: parent/child
|
||||
// Create a nested namespace: parent/child
|
||||
CreateNamespaceRequest request = new CreateNamespaceRequest();
|
||||
request.setId(Arrays.asList("parent_namespace", "child_namespace"));
|
||||
|
||||
CreateNamespaceResponse response = namespaceClient.createNamespace(request);
|
||||
```
|
||||
|
||||
### Describing a Namespace Path
|
||||
### Describing a Namespace
|
||||
|
||||
```java
|
||||
import org.lance.namespace.model.DescribeNamespaceRequest;
|
||||
@@ -95,22 +95,22 @@ DescribeNamespaceResponse response = namespaceClient.describeNamespace(request);
|
||||
System.out.println("Namespace properties: " + response.getProperties());
|
||||
```
|
||||
|
||||
### Listing Namespace Paths
|
||||
### Listing Namespaces
|
||||
|
||||
```java
|
||||
import org.lance.namespace.model.ListNamespacesRequest;
|
||||
import org.lance.namespace.model.ListNamespacesResponse;
|
||||
|
||||
// List all namespace paths at the root level
|
||||
// List all namespaces at root level
|
||||
ListNamespacesRequest request = new ListNamespacesRequest();
|
||||
request.setId(Arrays.asList()); // Empty for root
|
||||
|
||||
ListNamespacesResponse response = namespaceClient.listNamespaces(request);
|
||||
for (String ns : response.getNamespaces()) {
|
||||
System.out.println("Namespace path: " + ns);
|
||||
System.out.println("Namespace: " + ns);
|
||||
}
|
||||
|
||||
// List child namespace paths under a parent path
|
||||
// List child namespaces under a parent
|
||||
ListNamespacesRequest childRequest = new ListNamespacesRequest();
|
||||
childRequest.setId(Arrays.asList("parent_namespace"));
|
||||
|
||||
@@ -123,7 +123,7 @@ ListNamespacesResponse childResponse = namespaceClient.listNamespaces(childReque
|
||||
import org.lance.namespace.model.ListTablesRequest;
|
||||
import org.lance.namespace.model.ListTablesResponse;
|
||||
|
||||
// List tables in a namespace path
|
||||
// List tables in a namespace
|
||||
ListTablesRequest request = new ListTablesRequest();
|
||||
request.setId(Arrays.asList("my_namespace"));
|
||||
|
||||
@@ -133,7 +133,7 @@ for (String table : response.getTables()) {
|
||||
}
|
||||
```
|
||||
|
||||
### Dropping a Namespace Path
|
||||
### Dropping a Namespace
|
||||
|
||||
```java
|
||||
import org.lance.namespace.model.DropNamespaceRequest;
|
||||
@@ -175,7 +175,7 @@ DropTableResponse response = namespaceClient.dropTable(request);
|
||||
|
||||
### Creating a Table
|
||||
|
||||
Tables are created within a namespace path by providing data in Apache Arrow IPC format:
|
||||
Tables are created within a namespace by providing data in Apache Arrow IPC format:
|
||||
|
||||
```java
|
||||
import org.lance.namespace.LanceNamespace;
|
||||
@@ -242,7 +242,7 @@ try (BufferAllocator allocator = new RootAllocator();
|
||||
}
|
||||
byte[] tableData = out.toByteArray();
|
||||
|
||||
// Create a table in a namespace path
|
||||
// Create table in a namespace
|
||||
CreateTableRequest request = new CreateTableRequest();
|
||||
request.setId(Arrays.asList("my_namespace", "my_table"));
|
||||
CreateTableResponse response = namespaceClient.createTable(request, tableData);
|
||||
|
||||
@@ -34,7 +34,7 @@ const results = await table.vectorSearch([0.1, 0.3]).limit(20).toArray();
|
||||
console.log(results);
|
||||
```
|
||||
|
||||
The [quickstart](https://docs.lancedb.com/quickstart/) contains more complete examples.
|
||||
The [quickstart](https://lancedb.com/docs/quickstart/basic-usage/) contains more complete examples.
|
||||
|
||||
## Development
|
||||
|
||||
|
||||
@@ -12,22 +12,20 @@ Typescript.
|
||||
* `src/`: Rust bindings source code
|
||||
* `lancedb/`: Typescript package source code
|
||||
* `__test__/`: Unit tests
|
||||
* `examples/`: A pnpm package with the examples shown in the documentation
|
||||
* `examples/`: An npm package with the examples shown in the documentation
|
||||
|
||||
## Development environment
|
||||
|
||||
To set up your development environment, you will need to install the following:
|
||||
|
||||
1. Node.js 22 or later (required by pnpm 11)
|
||||
2. [pnpm](https://pnpm.io/installation) 11 or later (or run via `corepack enable`,
|
||||
which uses the `packageManager` field in `package.json`)
|
||||
3. Rust's package manager, Cargo. Use [rustup](https://rustup.rs/) to install.
|
||||
4. [protoc](https://grpc.io/docs/protoc-installation/) (Protocol Buffers compiler)
|
||||
1. Node.js 14 or later
|
||||
2. Rust's package manager, Cargo. Use [rustup](https://rustup.rs/) to install.
|
||||
3. [protoc](https://grpc.io/docs/protoc-installation/) (Protocol Buffers compiler)
|
||||
|
||||
Initial setup:
|
||||
|
||||
```shell
|
||||
pnpm install
|
||||
npm install
|
||||
```
|
||||
|
||||
### Commit Hooks
|
||||
@@ -41,38 +39,38 @@ pre-commit install
|
||||
|
||||
## Development
|
||||
|
||||
Most common development commands can be run using the pnpm scripts.
|
||||
Most common development commands can be run using the npm scripts.
|
||||
|
||||
Build the package
|
||||
|
||||
```shell
|
||||
pnpm install
|
||||
pnpm build
|
||||
npm install
|
||||
npm run build
|
||||
```
|
||||
|
||||
Lint:
|
||||
|
||||
```shell
|
||||
pnpm lint
|
||||
npm run lint
|
||||
```
|
||||
|
||||
Format and fix lints:
|
||||
|
||||
```shell
|
||||
pnpm lint-fix
|
||||
npm run lint-fix
|
||||
```
|
||||
|
||||
Run tests:
|
||||
|
||||
```shell
|
||||
pnpm test
|
||||
npm test
|
||||
```
|
||||
|
||||
To run a single test:
|
||||
|
||||
```shell
|
||||
# Single file: table.test.ts
|
||||
pnpm test -- table.test.ts
|
||||
npm test -- table.test.ts
|
||||
# Single test: 'merge insert' in table.test.ts
|
||||
pnpm test -- table.test.ts --testNamePattern=merge\ insert
|
||||
npm test -- table.test.ts --testNamePattern=merge\ insert
|
||||
```
|
||||
|
||||
@@ -1,43 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / BranchContents
|
||||
|
||||
# Class: BranchContents
|
||||
|
||||
## Constructors
|
||||
|
||||
### new BranchContents()
|
||||
|
||||
```ts
|
||||
new BranchContents(): BranchContents
|
||||
```
|
||||
|
||||
#### Returns
|
||||
|
||||
[`BranchContents`](BranchContents.md)
|
||||
|
||||
## Properties
|
||||
|
||||
### manifestSize
|
||||
|
||||
```ts
|
||||
manifestSize: number;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### parentBranch?
|
||||
|
||||
```ts
|
||||
optional parentBranch: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### parentVersion
|
||||
|
||||
```ts
|
||||
parentVersion: number;
|
||||
```
|
||||
@@ -1,96 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / Branches
|
||||
|
||||
# Class: Branches
|
||||
|
||||
Branch manager for a [Table](Table.md).
|
||||
|
||||
Unlike tags, `create` and `checkout` return a new [Table](Table.md) handle scoped
|
||||
to the branch; writes on it do not affect `main`.
|
||||
|
||||
## Methods
|
||||
|
||||
### checkout()
|
||||
|
||||
```ts
|
||||
checkout(name, version?): Promise<Table>
|
||||
```
|
||||
|
||||
Check out an existing branch and return a handle scoped to it.
|
||||
|
||||
With `version` set, the returned handle is pinned to that version of the
|
||||
branch (a read-only, detached view); otherwise it tracks the branch's
|
||||
latest and stays writable.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **name**: `string`
|
||||
|
||||
* **version?**: `number`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Table`](Table.md)>
|
||||
|
||||
***
|
||||
|
||||
### create()
|
||||
|
||||
```ts
|
||||
create(
|
||||
name,
|
||||
fromRef?,
|
||||
fromVersion?): Promise<Table>
|
||||
```
|
||||
|
||||
Create a branch and return a handle scoped to it.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **name**: `string`
|
||||
Name of the new branch.
|
||||
|
||||
* **fromRef?**: `string`
|
||||
Source branch to fork from. Defaults to `main`.
|
||||
|
||||
* **fromVersion?**: `number`
|
||||
A specific version on `fromRef`. Defaults to latest.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Table`](Table.md)>
|
||||
|
||||
***
|
||||
|
||||
### delete()
|
||||
|
||||
```ts
|
||||
delete(name): Promise<void>
|
||||
```
|
||||
|
||||
Delete a branch.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **name**: `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### list()
|
||||
|
||||
```ts
|
||||
list(): Promise<Record<string, BranchContents>>
|
||||
```
|
||||
|
||||
List all branches, mapping name to branch metadata.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`Record`<`string`, [`BranchContents`](BranchContents.md)>>
|
||||
@@ -61,8 +61,8 @@ sharing the same data, deletion, and index files.
|
||||
* **options.sourceVersion?**: `number`
|
||||
The version of the source table to clone.
|
||||
|
||||
* **options.targetNamespacePath?**: `string`[]
|
||||
The namespace path for the target table (defaults to root namespace).
|
||||
* **options.targetNamespace?**: `string`[]
|
||||
The namespace for the target table (defaults to root namespace).
|
||||
|
||||
#### Returns
|
||||
|
||||
@@ -116,13 +116,13 @@ Creates a new empty Table
|
||||
|
||||
`Promise`<[`Table`](Table.md)>
|
||||
|
||||
#### createEmptyTable(name, schema, namespacePath, options)
|
||||
#### createEmptyTable(name, schema, namespace, options)
|
||||
|
||||
```ts
|
||||
abstract createEmptyTable(
|
||||
name,
|
||||
schema,
|
||||
namespacePath?,
|
||||
namespace?,
|
||||
options?): Promise<Table>
|
||||
```
|
||||
|
||||
@@ -136,8 +136,8 @@ Creates a new empty Table
|
||||
* **schema**: [`SchemaLike`](../type-aliases/SchemaLike.md)
|
||||
The schema of the table
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path to create the table in (defaults to root namespace)
|
||||
* **namespace?**: `string`[]
|
||||
The namespace to create the table in (defaults to root namespace)
|
||||
|
||||
* **options?**: `Partial`<[`CreateTableOptions`](../interfaces/CreateTableOptions.md)>
|
||||
Additional options
|
||||
@@ -148,39 +148,12 @@ Creates a new empty Table
|
||||
|
||||
***
|
||||
|
||||
### createNamespace()
|
||||
|
||||
```ts
|
||||
abstract createNamespace(namespacePath, options?): Promise<CreateNamespaceResponse>
|
||||
```
|
||||
|
||||
Create a new namespace at the given path.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **namespacePath**: `string`[]
|
||||
The namespace path to create.
|
||||
|
||||
* **options?**: `Partial`<[`CreateNamespaceOptions`](../interfaces/CreateNamespaceOptions.md)>
|
||||
Creation `mode`
|
||||
("create" | "exist_ok" | "overwrite") and optional `properties`
|
||||
to attach to the namespace.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`CreateNamespaceResponse`](../interfaces/CreateNamespaceResponse.md)>
|
||||
|
||||
The properties of the
|
||||
created namespace and an optional transaction id.
|
||||
|
||||
***
|
||||
|
||||
### createTable()
|
||||
|
||||
#### createTable(options, namespacePath)
|
||||
#### createTable(options, namespace)
|
||||
|
||||
```ts
|
||||
abstract createTable(options, namespacePath?): Promise<Table>
|
||||
abstract createTable(options, namespace?): Promise<Table>
|
||||
```
|
||||
|
||||
Creates a new Table and initialize it with new data.
|
||||
@@ -190,8 +163,8 @@ Creates a new Table and initialize it with new data.
|
||||
* **options**: `object` & `Partial`<[`CreateTableOptions`](../interfaces/CreateTableOptions.md)>
|
||||
The options object.
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path to create the table in (defaults to root namespace)
|
||||
* **namespace?**: `string`[]
|
||||
The namespace to create the table in (defaults to root namespace)
|
||||
|
||||
##### Returns
|
||||
|
||||
@@ -224,13 +197,13 @@ Creates a new Table and initialize it with new data.
|
||||
|
||||
`Promise`<[`Table`](Table.md)>
|
||||
|
||||
#### createTable(name, data, namespacePath, options)
|
||||
#### createTable(name, data, namespace, options)
|
||||
|
||||
```ts
|
||||
abstract createTable(
|
||||
name,
|
||||
data,
|
||||
namespacePath?,
|
||||
namespace?,
|
||||
options?): Promise<Table>
|
||||
```
|
||||
|
||||
@@ -245,8 +218,8 @@ Creates a new Table and initialize it with new data.
|
||||
Non-empty Array of Records
|
||||
to be inserted into the table
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path to create the table in (defaults to root namespace)
|
||||
* **namespace?**: `string`[]
|
||||
The namespace to create the table in (defaults to root namespace)
|
||||
|
||||
* **options?**: `Partial`<[`CreateTableOptions`](../interfaces/CreateTableOptions.md)>
|
||||
Additional options
|
||||
@@ -257,29 +230,6 @@ Creates a new Table and initialize it with new data.
|
||||
|
||||
***
|
||||
|
||||
### describeNamespace()
|
||||
|
||||
```ts
|
||||
abstract describeNamespace(namespacePath): Promise<DescribeNamespaceResponse>
|
||||
```
|
||||
|
||||
Describe a namespace, returning its properties.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **namespacePath**: `string`[]
|
||||
The namespace path to describe, in
|
||||
parent → child order, e.g. `["analytics", "sales"]`.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`DescribeNamespaceResponse`](../interfaces/DescribeNamespaceResponse.md)>
|
||||
|
||||
The namespace's properties
|
||||
(may be undefined if the namespace has none).
|
||||
|
||||
***
|
||||
|
||||
### display()
|
||||
|
||||
```ts
|
||||
@@ -297,15 +247,15 @@ Return a brief description of the connection
|
||||
### dropAllTables()
|
||||
|
||||
```ts
|
||||
abstract dropAllTables(namespacePath?): Promise<void>
|
||||
abstract dropAllTables(namespace?): Promise<void>
|
||||
```
|
||||
|
||||
Drop all tables in the database.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path to drop tables from (defaults to root namespace).
|
||||
* **namespace?**: `string`[]
|
||||
The namespace to drop tables from (defaults to root namespace).
|
||||
|
||||
#### Returns
|
||||
|
||||
@@ -313,40 +263,10 @@ Drop all tables in the database.
|
||||
|
||||
***
|
||||
|
||||
### dropNamespace()
|
||||
|
||||
```ts
|
||||
abstract dropNamespace(namespacePath, options?): Promise<DropNamespaceResponse>
|
||||
```
|
||||
|
||||
Drop a namespace.
|
||||
|
||||
Use `behavior: "cascade"` to also drop everything contained in the
|
||||
namespace (sub-namespaces and tables). The default `"restrict"`
|
||||
behavior refuses to drop a non-empty namespace.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **namespacePath**: `string`[]
|
||||
The namespace path to drop.
|
||||
|
||||
* **options?**: `Partial`<[`DropNamespaceOptions`](../interfaces/DropNamespaceOptions.md)>
|
||||
`mode` ("skip" | "fail"
|
||||
for missing-namespace handling) and `behavior` ("restrict" | "cascade").
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`DropNamespaceResponse`](../interfaces/DropNamespaceResponse.md)>
|
||||
|
||||
Any properties returned by
|
||||
the server and an optional transaction id.
|
||||
|
||||
***
|
||||
|
||||
### dropTable()
|
||||
|
||||
```ts
|
||||
abstract dropTable(name, namespacePath?): Promise<void>
|
||||
abstract dropTable(name, namespace?): Promise<void>
|
||||
```
|
||||
|
||||
Drop an existing table.
|
||||
@@ -356,8 +276,8 @@ Drop an existing table.
|
||||
* **name**: `string`
|
||||
The name of the table to drop.
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path of the table (defaults to root namespace).
|
||||
* **namespace?**: `string`[]
|
||||
The namespace of the table (defaults to root namespace).
|
||||
|
||||
#### Returns
|
||||
|
||||
@@ -379,42 +299,12 @@ Return true if the connection has not been closed
|
||||
|
||||
***
|
||||
|
||||
### listNamespaces()
|
||||
|
||||
```ts
|
||||
abstract listNamespaces(namespacePath?, options?): Promise<ListNamespacesResponse>
|
||||
```
|
||||
|
||||
List the immediate child namespaces under the given parent.
|
||||
|
||||
Results may be paginated. To retrieve subsequent pages, pass the
|
||||
`pageToken` returned by a previous call.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The parent namespace path. Defaults
|
||||
to the root namespace if omitted.
|
||||
|
||||
* **options?**: `Partial`<[`ListNamespacesOptions`](../interfaces/ListNamespacesOptions.md)>
|
||||
Pagination options
|
||||
(`pageToken`, `limit`).
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ListNamespacesResponse`](../interfaces/ListNamespacesResponse.md)>
|
||||
|
||||
Child namespace names and
|
||||
an optional token for fetching the next page.
|
||||
|
||||
***
|
||||
|
||||
### openTable()
|
||||
|
||||
```ts
|
||||
abstract openTable(
|
||||
name,
|
||||
namespacePath?,
|
||||
namespace?,
|
||||
options?): Promise<Table>
|
||||
```
|
||||
|
||||
@@ -425,8 +315,8 @@ Open a table in the database.
|
||||
* **name**: `string`
|
||||
The name of the table
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path of the table (defaults to root namespace)
|
||||
* **namespace?**: `string`[]
|
||||
The namespace of the table (defaults to root namespace)
|
||||
|
||||
* **options?**: `Partial`<[`OpenTableOptions`](../interfaces/OpenTableOptions.md)>
|
||||
Additional options
|
||||
@@ -437,39 +327,6 @@ Open a table in the database.
|
||||
|
||||
***
|
||||
|
||||
### renameTable()
|
||||
|
||||
```ts
|
||||
abstract renameTable(
|
||||
currentName,
|
||||
newName,
|
||||
options?): Promise<void>
|
||||
```
|
||||
|
||||
Rename a table.
|
||||
|
||||
Currently only supported by LanceDB Cloud. Local OSS connections and
|
||||
namespace-backed connections (via [connectNamespace](../functions/connectNamespace.md)) reject with
|
||||
a "not supported" error.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **currentName**: `string`
|
||||
The current name of the table.
|
||||
|
||||
* **newName**: `string`
|
||||
The new name for the table.
|
||||
|
||||
* **options?**: [`RenameTableOptions`](../interfaces/RenameTableOptions.md)
|
||||
Optional namespace paths. When
|
||||
`newNamespacePath` is omitted the table stays in `namespacePath`.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### tableNames()
|
||||
|
||||
#### tableNames(options)
|
||||
@@ -492,10 +349,10 @@ Tables will be returned in lexicographical order.
|
||||
|
||||
`Promise`<`string`[]>
|
||||
|
||||
#### tableNames(namespacePath, options)
|
||||
#### tableNames(namespace, options)
|
||||
|
||||
```ts
|
||||
abstract tableNames(namespacePath?, options?): Promise<string[]>
|
||||
abstract tableNames(namespace?, options?): Promise<string[]>
|
||||
```
|
||||
|
||||
List all the table names in this database.
|
||||
@@ -504,8 +361,8 @@ Tables will be returned in lexicographical order.
|
||||
|
||||
##### Parameters
|
||||
|
||||
* **namespacePath?**: `string`[]
|
||||
The namespace path to list tables from (defaults to root namespace)
|
||||
* **namespace?**: `string`[]
|
||||
The namespace to list tables from (defaults to root namespace)
|
||||
|
||||
* **options?**: `Partial`<[`TableNamesOptions`](../interfaces/TableNamesOptions.md)>
|
||||
options to control the
|
||||
|
||||
@@ -57,24 +57,6 @@ block size may be added in the future.
|
||||
|
||||
***
|
||||
|
||||
### fm()
|
||||
|
||||
```ts
|
||||
static fm(): Index
|
||||
```
|
||||
|
||||
Create an FM-Index.
|
||||
|
||||
An FM-Index is a scalar index on string or binary columns that accelerates
|
||||
substring search, i.e. `contains(col, 'needle')`. Unlike the tokenized
|
||||
full-text-search index, it matches arbitrary substrings of the raw bytes.
|
||||
|
||||
#### Returns
|
||||
|
||||
[`Index`](Index.md)
|
||||
|
||||
***
|
||||
|
||||
### fts()
|
||||
|
||||
```ts
|
||||
|
||||
@@ -76,57 +76,6 @@ the query optimizer chooses a suboptimal path.
|
||||
|
||||
***
|
||||
|
||||
### useLsmWrite()
|
||||
|
||||
```ts
|
||||
useLsmWrite(useLsmWrite): MergeInsertBuilder
|
||||
```
|
||||
|
||||
Controls whether the merge uses the MemWAL LSM write path.
|
||||
|
||||
By default (unset), a `mergeInsert` on a table with an LSM write spec is
|
||||
routed through Lance's MemWAL shard writer, and a table without one uses
|
||||
the standard path. Pass `false` to force the standard path even when a
|
||||
spec is set. Pass `true` to require a spec — `mergeInsert` rejects if none
|
||||
is installed.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **useLsmWrite**: `boolean`
|
||||
Whether to use the LSM write path.
|
||||
|
||||
#### Returns
|
||||
|
||||
[`MergeInsertBuilder`](MergeInsertBuilder.md)
|
||||
|
||||
***
|
||||
|
||||
### validateSingleShard()
|
||||
|
||||
```ts
|
||||
validateSingleShard(validateSingleShard): MergeInsertBuilder
|
||||
```
|
||||
|
||||
Controls how an LSM merge checks that its input targets a single shard.
|
||||
|
||||
When a table has an LSM write spec, every row in a `mergeInsert` call must
|
||||
route to the same shard. When `true` (the default), every row is inspected
|
||||
to verify this. When `false`, only the first row is inspected and the
|
||||
shard it routes to is used for the whole input — a faster path for callers
|
||||
that have already pre-sharded their input. Has no effect on tables without
|
||||
an LSM write spec.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **validateSingleShard**: `boolean`
|
||||
Whether to check every row routes to one shard. Defaults to `true`.
|
||||
|
||||
#### Returns
|
||||
|
||||
[`MergeInsertBuilder`](MergeInsertBuilder.md)
|
||||
|
||||
***
|
||||
|
||||
### whenMatchedUpdateAll()
|
||||
|
||||
```ts
|
||||
|
||||
@@ -343,30 +343,6 @@ This is useful for pagination.
|
||||
|
||||
***
|
||||
|
||||
### orderBy()
|
||||
|
||||
```ts
|
||||
orderBy(ordering): this
|
||||
```
|
||||
|
||||
Sort the results by the specified column(s).
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **ordering**: [`ColumnOrdering`](../interfaces/ColumnOrdering.md) \| [`ColumnOrdering`](../interfaces/ColumnOrdering.md)[]
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
This query builder.
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.orderBy`
|
||||
|
||||
***
|
||||
|
||||
### outputSchema()
|
||||
|
||||
```ts
|
||||
@@ -518,9 +494,6 @@ x > 5 OR y = 'test'
|
||||
|
||||
Filtering performance can often be improved by creating a scalar index
|
||||
on the filter column(s).
|
||||
|
||||
Calling this multiple times combines the filters with a logical AND rather
|
||||
than replacing the previous filter.
|
||||
```
|
||||
|
||||
#### Inherited from
|
||||
|
||||
@@ -1,173 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / Scannable
|
||||
|
||||
# Class: Scannable
|
||||
|
||||
A data source that can be scanned as a stream of Arrow `RecordBatch`es.
|
||||
|
||||
`Scannable` wraps the schema + optional row count + rescannable flag and
|
||||
a callback that yields batches one at a time. It is passed to consumers
|
||||
(e.g. `Table.add`, `createTable`, `mergeInsert` — follow-up work) that
|
||||
need to pull data without materializing the full dataset in JS memory.
|
||||
|
||||
Batches cross the JS↔Rust boundary as Arrow IPC Stream messages; a fresh
|
||||
writer serializes each batch, and the Rust side decodes it with
|
||||
`arrow_ipc::reader::StreamReader`. One batch is in flight at a time.
|
||||
|
||||
## Properties
|
||||
|
||||
### numRows
|
||||
|
||||
```ts
|
||||
readonly numRows: null | number;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### rescannable
|
||||
|
||||
```ts
|
||||
readonly rescannable: boolean;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### schema
|
||||
|
||||
```ts
|
||||
readonly schema: Schema<any>;
|
||||
```
|
||||
|
||||
## Methods
|
||||
|
||||
### fromFactory()
|
||||
|
||||
```ts
|
||||
static fromFactory(
|
||||
schema,
|
||||
factory,
|
||||
opts): Promise<Scannable>
|
||||
```
|
||||
|
||||
Build a Scannable from an explicit schema and a factory that returns a
|
||||
fresh batch iterator on each call.
|
||||
|
||||
The factory is invoked once per scan. Each iterator yields
|
||||
`RecordBatch`es matching the declared schema. Use this when you need
|
||||
direct control over the pull loop — for example, to wrap a streaming
|
||||
source whose batches are produced lazily.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **schema**: `Schema`<`any`>
|
||||
The Arrow schema of the produced batches.
|
||||
|
||||
* **factory**
|
||||
Called at the start of each scan to produce a batch
|
||||
iterator. Must be idempotent when `rescannable` is true.
|
||||
|
||||
* **opts**: [`ScannableOptions`](../interfaces/ScannableOptions.md) = `{}`
|
||||
Optional hints. `rescannable` defaults to `true`; set to
|
||||
`false` if calling `factory()` twice would not reproduce the same data.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Scannable`](Scannable.md)>
|
||||
|
||||
***
|
||||
|
||||
### fromIterable()
|
||||
|
||||
```ts
|
||||
static fromIterable(
|
||||
schema,
|
||||
iter,
|
||||
opts): Promise<Scannable>
|
||||
```
|
||||
|
||||
Build a Scannable from an iterable of `RecordBatch`es. `rescannable`
|
||||
defaults to `false`. Pass an explicit schema so the consumer can
|
||||
validate before any batch is pulled.
|
||||
|
||||
`opts.rescannable: true` is honest for replayable iterables (Arrays,
|
||||
Sets, or custom iterables whose `[Symbol.iterator]()` returns a fresh
|
||||
iterator each call). It is rejected for one-shot iterables (generators,
|
||||
async generators, or already-an-iterator inputs) because their
|
||||
`[Symbol.iterator]()` returns the same exhausted object on the second
|
||||
scan. For replayable sources outside this shape, use
|
||||
`fromFactory(schema, () => createIter(), { rescannable: true })`.
|
||||
|
||||
Note: when `opts.rescannable` is `true`, the constructor calls
|
||||
`[Symbol.iterator]()` once on the input to perform the structural check.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **schema**: `Schema`<`any`>
|
||||
|
||||
* **iter**: `Iterable`<`RecordBatch`<`any`>> \| `AsyncIterable`<`RecordBatch`<`any`>>
|
||||
|
||||
* **opts**: [`ScannableOptions`](../interfaces/ScannableOptions.md) = `{}`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Scannable`](Scannable.md)>
|
||||
|
||||
***
|
||||
|
||||
### fromRecordBatchReader()
|
||||
|
||||
```ts
|
||||
static fromRecordBatchReader(reader, opts): Promise<Scannable>
|
||||
```
|
||||
|
||||
Build a Scannable from an Arrow `RecordBatchReader`. A reader can only
|
||||
be consumed once; `rescannable` defaults to `false`.
|
||||
|
||||
The reader must already be opened (via `.open()`) so its `.schema` is
|
||||
populated. `RecordBatchReader.from(...)` returns an unopened reader.
|
||||
|
||||
`opts.rescannable: true` is rejected because `RecordBatchReader` is a
|
||||
self-iterator (its `[Symbol.iterator]()` returns itself), and this
|
||||
constructor does not call `reader.reset()` between scans, so a second
|
||||
scan would always see an exhausted reader. For genuinely replayable
|
||||
sources, use
|
||||
`fromFactory(schema, () => openReader(), { rescannable: true })`,
|
||||
which mints a fresh reader on each scan.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **reader**: `RecordBatchReader`<`any`>
|
||||
|
||||
* **opts**: [`ScannableOptions`](../interfaces/ScannableOptions.md) = `{}`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Scannable`](Scannable.md)>
|
||||
|
||||
***
|
||||
|
||||
### fromTable()
|
||||
|
||||
```ts
|
||||
static fromTable(table, opts): Promise<Scannable>
|
||||
```
|
||||
|
||||
Build a Scannable from an in-memory Arrow `Table`. Always rescannable;
|
||||
the table's batches are replayed on each scan.
|
||||
|
||||
The table's row count is authoritative: `opts.numRows` must either be
|
||||
omitted or equal to `table.numRows`. `opts.rescannable` of `false` is
|
||||
rejected because in-memory Tables are always rescannable.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **table**: `Table`<`any`>
|
||||
|
||||
* **opts**: [`ScannableOptions`](../interfaces/ScannableOptions.md) = `{}`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Scannable`](Scannable.md)>
|
||||
+19
-289
@@ -71,12 +71,11 @@ Add new columns with defined values.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **newColumnTransforms**: `Field`<`any`> \| `Field`<`any`>[] \| `Schema`<`any`> \| [`AddColumnsSql`](../interfaces/AddColumnsSql.md)[]
|
||||
Either:
|
||||
- An array of objects with column names and SQL expressions to calculate values
|
||||
- A single Arrow Field defining one column with its data type (column will be initialized with null values)
|
||||
- An array of Arrow Fields defining columns with their data types (columns will be initialized with null values)
|
||||
- An Arrow Schema defining columns with their data types (columns will be initialized with null values)
|
||||
* **newColumnTransforms**: [`AddColumnsSql`](../interfaces/AddColumnsSql.md)[]
|
||||
pairs of column names and
|
||||
the SQL expression to use to calculate the value of the new column. These
|
||||
expressions will be evaluated for each row in the table, and can
|
||||
reference existing columns in the table.
|
||||
|
||||
#### Returns
|
||||
|
||||
@@ -110,23 +109,6 @@ containing the new version number of the table after altering the columns.
|
||||
|
||||
***
|
||||
|
||||
### branches()
|
||||
|
||||
```ts
|
||||
abstract branches(): Promise<Branches>
|
||||
```
|
||||
|
||||
Get the branch manager for this table.
|
||||
|
||||
Branches are isolated, writable lines of history forked from another
|
||||
branch (or version). Writes on a branch do not affect `main`.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Branches`](Branches.md)>
|
||||
|
||||
***
|
||||
|
||||
### checkout()
|
||||
|
||||
```ts
|
||||
@@ -204,25 +186,6 @@ Any attempt to use the table after it is closed will result in an error.
|
||||
|
||||
***
|
||||
|
||||
### closeLsmWriters()
|
||||
|
||||
```ts
|
||||
abstract closeLsmWriters(): Promise<void>
|
||||
```
|
||||
|
||||
Drain and close any cached MemWAL shard writers held for this table.
|
||||
|
||||
When an [LsmWriteSpec](../interfaces/LsmWriteSpec.md) is installed, `mergeInsert` opens MemWAL
|
||||
shard writers and caches them for reuse across calls. This closes them,
|
||||
flushing pending data; writers reopen lazily on the next `mergeInsert`.
|
||||
It is a no-op when no writers are cached.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### countRows()
|
||||
|
||||
```ts
|
||||
@@ -295,23 +258,6 @@ await table.createIndex("my_float_col");
|
||||
|
||||
***
|
||||
|
||||
### currentBranch()
|
||||
|
||||
```ts
|
||||
abstract currentBranch(): null | string
|
||||
```
|
||||
|
||||
The branch this table handle is scoped to, or `null` for the main branch.
|
||||
|
||||
A handle returned by [Branches.create](Branches.md#create) or [Branches.checkout](Branches.md#checkout)
|
||||
reports the branch it targets; a handle opened normally reports `null`.
|
||||
|
||||
#### Returns
|
||||
|
||||
`null` \| `string`
|
||||
|
||||
***
|
||||
|
||||
### delete()
|
||||
|
||||
```ts
|
||||
@@ -398,26 +344,6 @@ Drop an index from the table.
|
||||
|
||||
***
|
||||
|
||||
### getLsmWriteSpec()
|
||||
|
||||
```ts
|
||||
abstract getLsmWriteSpec(): Promise<undefined | LsmWriteSpec>
|
||||
```
|
||||
|
||||
Read the [LsmWriteSpec](../interfaces/LsmWriteSpec.md) currently installed on this table.
|
||||
|
||||
Resolves to `undefined` when the MemWAL LSM write path is not enabled (no
|
||||
spec has been set, or it was removed with [Table#unsetLsmWriteSpec](Table.md#unsetlsmwritespec)).
|
||||
The returned spec — including its `maintainedIndexes` and
|
||||
`writerConfigDefaults` — mirrors what was passed to
|
||||
[Table#setLsmWriteSpec](Table.md#setlsmwritespec).
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`undefined` \| [`LsmWriteSpec`](../interfaces/LsmWriteSpec.md)>
|
||||
|
||||
***
|
||||
|
||||
### indexStats()
|
||||
|
||||
```ts
|
||||
@@ -441,27 +367,6 @@ Use [Table.listIndices](Table.md#listindices) to find the names of the indices.
|
||||
|
||||
***
|
||||
|
||||
### initialStorageOptions()
|
||||
|
||||
```ts
|
||||
abstract initialStorageOptions(): Promise<undefined | null | Record<string, string>>
|
||||
```
|
||||
|
||||
Get the initial storage options that were passed in when opening this table.
|
||||
|
||||
For dynamically refreshed options (e.g., credential vending), use
|
||||
[Table.latestStorageOptions](Table.md#lateststorageoptions).
|
||||
|
||||
Warning: This is an internal API and the return value is subject to change.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`undefined` \| `null` \| `Record`<`string`, `string`>>
|
||||
|
||||
The storage options, or undefined if no storage options were configured.
|
||||
|
||||
***
|
||||
|
||||
### isOpen()
|
||||
|
||||
```ts
|
||||
@@ -476,28 +381,6 @@ Return true if the table has not been closed
|
||||
|
||||
***
|
||||
|
||||
### latestStorageOptions()
|
||||
|
||||
```ts
|
||||
abstract latestStorageOptions(): Promise<undefined | null | Record<string, string>>
|
||||
```
|
||||
|
||||
Get the latest storage options, refreshing from provider if configured.
|
||||
|
||||
This method is useful for credential vending scenarios where storage options
|
||||
may be refreshed dynamically. If no dynamic provider is configured, this
|
||||
returns the initial static options.
|
||||
|
||||
Warning: This is an internal API and the return value is subject to change.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`undefined` \| `null` \| `Record`<`string`, `string`>>
|
||||
|
||||
The storage options, or undefined if no storage options were configured.
|
||||
|
||||
***
|
||||
|
||||
### listIndices()
|
||||
|
||||
```ts
|
||||
@@ -558,7 +441,19 @@ Modeled after ``VACUUM`` in PostgreSQL.
|
||||
- Prune: Removes old versions of the dataset
|
||||
- Index: Optimizes the indices, adding new data to existing indices
|
||||
|
||||
The frequency an application should call optimize is based on the frequency of
|
||||
Experimental API
|
||||
----------------
|
||||
|
||||
The optimization process is undergoing active development and may change.
|
||||
Our goal with these changes is to improve the performance of optimization and
|
||||
reduce the complexity.
|
||||
|
||||
That being said, it is essential today to run optimize if you want the best
|
||||
performance. It should be stable and safe to use in production, but it our
|
||||
hope that the API may be simplified (or not even need to be called) in the
|
||||
future.
|
||||
|
||||
The frequency an application shoudl call optimize is based on the frequency of
|
||||
data modifications. If data is frequently added, deleted, or updated then
|
||||
optimize should be run frequently. A good rule of thumb is to run optimize if
|
||||
you have added or modified 100,000 or more records or run more than 20 data
|
||||
@@ -574,34 +469,6 @@ Modeled after ``VACUUM`` in PostgreSQL.
|
||||
|
||||
***
|
||||
|
||||
### prewarmData()
|
||||
|
||||
```ts
|
||||
abstract prewarmData(columns?): Promise<void>
|
||||
```
|
||||
|
||||
Prewarm one or more columns of data in the table.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **columns?**: `string`[]
|
||||
The columns to prewarm. If undefined, all columns are prewarmed.
|
||||
This will load the column data into the page cache so that future queries that
|
||||
read those columns avoid the initial cold-start latency. This call initiates
|
||||
prewarming and returns once the request is accepted; the warming itself may
|
||||
continue in the background. Calling it on already-prewarmed columns is a
|
||||
no-op on the server.
|
||||
Prewarming is generally useful for columns used in filters or projections.
|
||||
Large columns (e.g. high-dimensional vectors or binary data) may not be
|
||||
practical to prewarm.
|
||||
This feature is currently only supported on remote tables.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### prewarmIndex()
|
||||
|
||||
```ts
|
||||
@@ -763,74 +630,6 @@ of the given query
|
||||
|
||||
***
|
||||
|
||||
### setLsmWriteSpec()
|
||||
|
||||
```ts
|
||||
abstract setLsmWriteSpec(spec): Promise<void>
|
||||
```
|
||||
|
||||
Install an [LsmWriteSpec](../interfaces/LsmWriteSpec.md) on this table, selecting Lance's MemWAL
|
||||
LSM-style write path for future `mergeInsert` calls.
|
||||
|
||||
`LsmWriteSpec` chooses one of three sharding strategies via `specType`:
|
||||
|
||||
- `"bucket"` — hash-bucket writes by the single-column unenforced primary
|
||||
key (`column` and `numBuckets` required).
|
||||
- `"identity"` — shard by the raw value of a scalar `column`.
|
||||
- `"unsharded"` — route every write to a single shard.
|
||||
|
||||
All variants require the table to have an unenforced primary key
|
||||
([Table#setUnenforcedPrimaryKey](Table.md#setunenforcedprimarykey)); bucket sharding additionally
|
||||
requires it to be the single column being bucketed.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **spec**: [`LsmWriteSpec`](../interfaces/LsmWriteSpec.md)
|
||||
The sharding spec to install.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
await table.setUnenforcedPrimaryKey("id");
|
||||
await table.setLsmWriteSpec({
|
||||
specType: "bucket",
|
||||
column: "id",
|
||||
numBuckets: 16,
|
||||
maintainedIndexes: ["id_idx"],
|
||||
});
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### setUnenforcedPrimaryKey()
|
||||
|
||||
```ts
|
||||
abstract setUnenforcedPrimaryKey(columns): Promise<void>
|
||||
```
|
||||
|
||||
Set the unenforced primary key for this table to a single column.
|
||||
|
||||
"Unenforced" means LanceDB does not check uniqueness on writes; the
|
||||
column is recorded in the schema as the primary key for use by features
|
||||
such as `merge_insert`. Only single-column primary keys are supported,
|
||||
and the key cannot be changed once set.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **columns**: `string` \| `string`[]
|
||||
The primary key column. A one-element
|
||||
array is also accepted; passing more than one column is rejected.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### stats()
|
||||
|
||||
```ts
|
||||
@@ -906,11 +705,8 @@ Create a query that returns a subset of the rows in the table.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **rowIds**: readonly (`number` \| `bigint`)[]
|
||||
* **rowIds**: `number`[]
|
||||
The row ids of the rows to return.
|
||||
Row ids returned by `withRowId()` are `bigint`, so `bigint[]` is supported.
|
||||
For convenience / backwards compatibility, `number[]` is also accepted (for
|
||||
small row ids that fit in a safe integer).
|
||||
|
||||
#### Returns
|
||||
|
||||
@@ -934,49 +730,6 @@ Return the table as an arrow table
|
||||
|
||||
***
|
||||
|
||||
### tokenize()
|
||||
|
||||
```ts
|
||||
abstract tokenize(query, options): Promise<FtsToken[]>
|
||||
```
|
||||
|
||||
Tokenize a full-text search query using the tokenizer configured on an FTS index.
|
||||
|
||||
Specify exactly one of `column` or `indexName`.
|
||||
|
||||
Model-backed tokenizers such as `jieba/*` and `lindera/*` are rebuilt in
|
||||
the client process from index metadata. For remote tables, this means the
|
||||
same tokenizer model files must also exist locally.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **query**: `string`
|
||||
|
||||
* **options**: [`TokenizeTableOptions`](../type-aliases/TokenizeTableOptions.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`FtsToken`](../interfaces/FtsToken.md)[]>
|
||||
|
||||
***
|
||||
|
||||
### unsetLsmWriteSpec()
|
||||
|
||||
```ts
|
||||
abstract unsetLsmWriteSpec(): Promise<void>
|
||||
```
|
||||
|
||||
Remove the [LsmWriteSpec](../interfaces/LsmWriteSpec.md) from this table, reverting to the standard
|
||||
`mergeInsert` write path.
|
||||
|
||||
Errors if no spec is currently set.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`>
|
||||
|
||||
***
|
||||
|
||||
### update()
|
||||
|
||||
#### update(opts)
|
||||
@@ -1074,29 +827,6 @@ based on the row being updated (e.g. "my_col + 1")
|
||||
|
||||
***
|
||||
|
||||
### updateFieldMetadata()
|
||||
|
||||
```ts
|
||||
abstract updateFieldMetadata(updates): Promise<UpdateFieldMetadataResult>
|
||||
```
|
||||
|
||||
Update per-field (column) metadata.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **updates**: [`FieldMetadataUpdate`](../interfaces/FieldMetadataUpdate.md)[]
|
||||
One or more per-field updates. Each
|
||||
update's metadata is merged into the field's existing metadata by default;
|
||||
a value of `null` deletes that key, and `replace: true` swaps the whole map.
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`UpdateFieldMetadataResult`](../interfaces/UpdateFieldMetadataResult.md)>
|
||||
|
||||
resolves to the new table version.
|
||||
|
||||
***
|
||||
|
||||
### vectorSearch()
|
||||
|
||||
```ts
|
||||
|
||||
@@ -498,30 +498,6 @@ This is useful for pagination.
|
||||
|
||||
***
|
||||
|
||||
### orderBy()
|
||||
|
||||
```ts
|
||||
orderBy(ordering): this
|
||||
```
|
||||
|
||||
Sort the results by the specified column(s).
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **ordering**: [`ColumnOrdering`](../interfaces/ColumnOrdering.md) \| [`ColumnOrdering`](../interfaces/ColumnOrdering.md)[]
|
||||
|
||||
#### Returns
|
||||
|
||||
`this`
|
||||
|
||||
This query builder.
|
||||
|
||||
#### Inherited from
|
||||
|
||||
`StandardQueryBase.orderBy`
|
||||
|
||||
***
|
||||
|
||||
### outputSchema()
|
||||
|
||||
```ts
|
||||
@@ -767,9 +743,6 @@ x > 5 OR y = 'test'
|
||||
|
||||
Filtering performance can often be improved by creating a scalar index
|
||||
on the filter column(s).
|
||||
|
||||
Calling this multiple times combines the filters with a logical AND rather
|
||||
than replacing the previous filter.
|
||||
```
|
||||
|
||||
#### Inherited from
|
||||
|
||||
@@ -1,29 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / OAuthFlowType
|
||||
|
||||
# Enumeration: OAuthFlowType
|
||||
|
||||
OAuth authentication flow types.
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### AzureManagedIdentity
|
||||
|
||||
```ts
|
||||
AzureManagedIdentity: "azure_managed_identity";
|
||||
```
|
||||
|
||||
Azure Managed Identity via IMDS.
|
||||
|
||||
***
|
||||
|
||||
### ClientCredentials
|
||||
|
||||
```ts
|
||||
ClientCredentials: "client_credentials";
|
||||
```
|
||||
|
||||
Client Credentials grant (service-to-service / M2M).
|
||||
@@ -1,131 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / connectNamespace
|
||||
|
||||
# Function: connectNamespace()
|
||||
|
||||
## connectNamespace(implName, config, options)
|
||||
|
||||
```ts
|
||||
function connectNamespace(
|
||||
implName,
|
||||
config,
|
||||
options?): Promise<Connection>
|
||||
```
|
||||
|
||||
Connect to a LanceDB database through a namespace.
|
||||
|
||||
Unlike [connect](connect.md), which routes by URI scheme (local path vs.
|
||||
`db://` cloud), `connectNamespace` always returns a namespace-backed
|
||||
connection. The `implName` selects the namespace implementation:
|
||||
|
||||
- `"dir"` — directory namespace, configured with [DirNamespaceConfig](../interfaces/DirNamespaceConfig.md).
|
||||
- `"rest"` — remote REST catalog, configured with [RestNamespaceConfig](../interfaces/RestNamespaceConfig.md).
|
||||
- Any other string — full module path for a custom implementation,
|
||||
configured with a free-form string-keyed `properties` map.
|
||||
|
||||
### Parameters
|
||||
|
||||
* **implName**: `"dir"`
|
||||
|
||||
* **config**: [`DirNamespaceConfig`](../interfaces/DirNamespaceConfig.md)
|
||||
|
||||
* **options?**: `Partial`<[`ConnectNamespaceOptions`](../interfaces/ConnectNamespaceOptions.md)>
|
||||
|
||||
### Returns
|
||||
|
||||
`Promise`<[`Connection`](../classes/Connection.md)>
|
||||
|
||||
### Examples
|
||||
|
||||
```ts
|
||||
const db = await connectNamespace("dir", { root: "/path/to/db" });
|
||||
await db.createTable("users", [{ id: 1 }]);
|
||||
```
|
||||
|
||||
```ts
|
||||
const db = await connectNamespace("rest", {
|
||||
uri: "https://catalog.example.com",
|
||||
headers: { "x-api-key": process.env.CATALOG_KEY ?? "" },
|
||||
});
|
||||
```
|
||||
|
||||
```ts
|
||||
const db = await connectNamespace("my.custom.Namespace", {
|
||||
endpoint: "...",
|
||||
});
|
||||
```
|
||||
|
||||
## connectNamespace(implName, config, options)
|
||||
|
||||
```ts
|
||||
function connectNamespace(
|
||||
implName,
|
||||
config,
|
||||
options?): Promise<Connection>
|
||||
```
|
||||
|
||||
Connect through the built-in REST namespace.
|
||||
|
||||
Configured with [RestNamespaceConfig](../interfaces/RestNamespaceConfig.md). See the function-level
|
||||
documentation above for the full surface, examples, and how this
|
||||
relates to [connect](connect.md).
|
||||
|
||||
### Parameters
|
||||
|
||||
* **implName**: `"rest"`
|
||||
|
||||
* **config**: [`RestNamespaceConfig`](../interfaces/RestNamespaceConfig.md)
|
||||
|
||||
* **options?**: `Partial`<[`ConnectNamespaceOptions`](../interfaces/ConnectNamespaceOptions.md)>
|
||||
|
||||
### Returns
|
||||
|
||||
`Promise`<[`Connection`](../classes/Connection.md)>
|
||||
|
||||
### Example
|
||||
|
||||
```ts
|
||||
const db = await connectNamespace("rest", {
|
||||
uri: "https://catalog.example.com",
|
||||
headers: { "x-api-key": process.env.CATALOG_KEY ?? "" },
|
||||
});
|
||||
```
|
||||
|
||||
## connectNamespace(implName, properties, options)
|
||||
|
||||
```ts
|
||||
function connectNamespace(
|
||||
implName,
|
||||
properties,
|
||||
options?): Promise<Connection>
|
||||
```
|
||||
|
||||
Connect through a custom namespace implementation by full module path,
|
||||
configured with a free-form string-keyed `properties` map. Use the
|
||||
typed overloads above for the built-in `"dir"` and `"rest"` impls.
|
||||
|
||||
See the function-level documentation above for examples and how this
|
||||
relates to [connect](connect.md).
|
||||
|
||||
### Parameters
|
||||
|
||||
* **implName**: `string`
|
||||
|
||||
* **properties**: `Record`<`string`, `string`>
|
||||
|
||||
* **options?**: `Partial`<[`ConnectNamespaceOptions`](../interfaces/ConnectNamespaceOptions.md)>
|
||||
|
||||
### Returns
|
||||
|
||||
`Promise`<[`Connection`](../classes/Connection.md)>
|
||||
|
||||
### Example
|
||||
|
||||
```ts
|
||||
const db = await connectNamespace("my.custom.Namespace", {
|
||||
endpoint: "...",
|
||||
});
|
||||
```
|
||||
@@ -1,42 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / instrumentLanceDbMetrics
|
||||
|
||||
# Function: instrumentLanceDbMetrics()
|
||||
|
||||
```ts
|
||||
function instrumentLanceDbMetrics(meterProvider?): boolean
|
||||
```
|
||||
|
||||
Register LanceDB metrics as OpenTelemetry observable instruments.
|
||||
|
||||
Installs a process-global metrics recorder and creates one observable
|
||||
instrument per LanceDB metric (currently object store request counts, bytes,
|
||||
latency, errors, and throttles) on the given (or global) `MeterProvider`. The
|
||||
configured `MetricReader` then collects them on its own schedule.
|
||||
|
||||
Counters and gauges map directly to observable counters/gauges. Because
|
||||
OpenTelemetry has no asynchronous histogram instrument, each histogram is
|
||||
exported Prometheus-style as cumulative `le` bucket counts (`<name>_bucket`,
|
||||
with an `le` attribute) plus `<name>_count` and `<name>_sum`.
|
||||
|
||||
Requires `@opentelemetry/api` (a dependency) and, to actually export, an
|
||||
OpenTelemetry SDK such as `@opentelemetry/sdk-metrics`.
|
||||
|
||||
## Parameters
|
||||
|
||||
* **meterProvider?**: `MeterProvider`
|
||||
The provider to register instruments on. Defaults to the
|
||||
global provider from `@opentelemetry/api`.
|
||||
|
||||
## Returns
|
||||
|
||||
`boolean`
|
||||
|
||||
`true` if the recorder is installed and instruments are registered.
|
||||
`false` if a different `metrics` recorder is already installed in this
|
||||
process (only one global recorder is permitted), in which case a warning is
|
||||
emitted and no instruments are created. Calling this more than once is safe;
|
||||
instruments are created only on the first successful call.
|
||||
@@ -1,26 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / tokenize
|
||||
|
||||
# Function: tokenize()
|
||||
|
||||
```ts
|
||||
function tokenize(query, options?): Promise<FtsToken[]>
|
||||
```
|
||||
|
||||
Tokenize a full-text search query using an explicit tokenizer.
|
||||
|
||||
This does not require a table or FTS index. The tokenizer options match
|
||||
[Index.fts](../classes/Index.md#fts).
|
||||
|
||||
## Parameters
|
||||
|
||||
* **query**: `string`
|
||||
|
||||
* **options?**: `Partial`<[`TokenizeOptions`](../interfaces/TokenizeOptions.md)>
|
||||
|
||||
## Returns
|
||||
|
||||
`Promise`<[`FtsToken`](../interfaces/FtsToken.md)[]>
|
||||
@@ -12,7 +12,6 @@
|
||||
## Enumerations
|
||||
|
||||
- [FullTextQueryType](enumerations/FullTextQueryType.md)
|
||||
- [OAuthFlowType](enumerations/OAuthFlowType.md)
|
||||
- [Occur](enumerations/Occur.md)
|
||||
- [Operator](enumerations/Operator.md)
|
||||
|
||||
@@ -20,8 +19,6 @@
|
||||
|
||||
- [BooleanQuery](classes/BooleanQuery.md)
|
||||
- [BoostQuery](classes/BoostQuery.md)
|
||||
- [BranchContents](classes/BranchContents.md)
|
||||
- [Branches](classes/Branches.md)
|
||||
- [Connection](classes/Connection.md)
|
||||
- [HeaderProvider](classes/HeaderProvider.md)
|
||||
- [Index](classes/Index.md)
|
||||
@@ -35,7 +32,6 @@
|
||||
- [PhraseQuery](classes/PhraseQuery.md)
|
||||
- [Query](classes/Query.md)
|
||||
- [QueryBase](classes/QueryBase.md)
|
||||
- [Scannable](classes/Scannable.md)
|
||||
- [Session](classes/Session.md)
|
||||
- [StaticHeaderProvider](classes/StaticHeaderProvider.md)
|
||||
- [Table](classes/Table.md)
|
||||
@@ -54,25 +50,15 @@
|
||||
- [AlterColumnsResult](interfaces/AlterColumnsResult.md)
|
||||
- [ClientConfig](interfaces/ClientConfig.md)
|
||||
- [ColumnAlteration](interfaces/ColumnAlteration.md)
|
||||
- [ColumnOrdering](interfaces/ColumnOrdering.md)
|
||||
- [CompactionStats](interfaces/CompactionStats.md)
|
||||
- [ConnectNamespaceOptions](interfaces/ConnectNamespaceOptions.md)
|
||||
- [ConnectionOptions](interfaces/ConnectionOptions.md)
|
||||
- [CreateNamespaceOptions](interfaces/CreateNamespaceOptions.md)
|
||||
- [CreateNamespaceResponse](interfaces/CreateNamespaceResponse.md)
|
||||
- [CreateTableOptions](interfaces/CreateTableOptions.md)
|
||||
- [DeleteResult](interfaces/DeleteResult.md)
|
||||
- [DescribeNamespaceResponse](interfaces/DescribeNamespaceResponse.md)
|
||||
- [DirNamespaceConfig](interfaces/DirNamespaceConfig.md)
|
||||
- [DropColumnsResult](interfaces/DropColumnsResult.md)
|
||||
- [DropNamespaceOptions](interfaces/DropNamespaceOptions.md)
|
||||
- [DropNamespaceResponse](interfaces/DropNamespaceResponse.md)
|
||||
- [ExecutableQuery](interfaces/ExecutableQuery.md)
|
||||
- [FieldMetadataUpdate](interfaces/FieldMetadataUpdate.md)
|
||||
- [FragmentStatistics](interfaces/FragmentStatistics.md)
|
||||
- [FragmentSummaryStats](interfaces/FragmentSummaryStats.md)
|
||||
- [FtsOptions](interfaces/FtsOptions.md)
|
||||
- [FtsToken](interfaces/FtsToken.md)
|
||||
- [FullTextQuery](interfaces/FullTextQuery.md)
|
||||
- [FullTextSearchOptions](interfaces/FullTextSearchOptions.md)
|
||||
- [HnswPqOptions](interfaces/HnswPqOptions.md)
|
||||
@@ -83,21 +69,13 @@
|
||||
- [IvfFlatOptions](interfaces/IvfFlatOptions.md)
|
||||
- [IvfPqOptions](interfaces/IvfPqOptions.md)
|
||||
- [IvfRqOptions](interfaces/IvfRqOptions.md)
|
||||
- [ListNamespacesOptions](interfaces/ListNamespacesOptions.md)
|
||||
- [ListNamespacesResponse](interfaces/ListNamespacesResponse.md)
|
||||
- [LsmWriteSpec](interfaces/LsmWriteSpec.md)
|
||||
- [MergeResult](interfaces/MergeResult.md)
|
||||
- [NativeOAuthConfig](interfaces/NativeOAuthConfig.md)
|
||||
- [OAuthConfig](interfaces/OAuthConfig.md)
|
||||
- [OpenTableOptions](interfaces/OpenTableOptions.md)
|
||||
- [OptimizeOptions](interfaces/OptimizeOptions.md)
|
||||
- [OptimizeStats](interfaces/OptimizeStats.md)
|
||||
- [QueryExecutionOptions](interfaces/QueryExecutionOptions.md)
|
||||
- [RemovalStats](interfaces/RemovalStats.md)
|
||||
- [RenameTableOptions](interfaces/RenameTableOptions.md)
|
||||
- [RestNamespaceConfig](interfaces/RestNamespaceConfig.md)
|
||||
- [RetryConfig](interfaces/RetryConfig.md)
|
||||
- [ScannableOptions](interfaces/ScannableOptions.md)
|
||||
- [ShuffleOptions](interfaces/ShuffleOptions.md)
|
||||
- [SplitCalculatedOptions](interfaces/SplitCalculatedOptions.md)
|
||||
- [SplitHashOptions](interfaces/SplitHashOptions.md)
|
||||
@@ -108,17 +86,13 @@
|
||||
- [TimeoutConfig](interfaces/TimeoutConfig.md)
|
||||
- [TlsConfig](interfaces/TlsConfig.md)
|
||||
- [TokenResponse](interfaces/TokenResponse.md)
|
||||
- [TokenizeOptions](interfaces/TokenizeOptions.md)
|
||||
- [UpdateFieldMetadataResult](interfaces/UpdateFieldMetadataResult.md)
|
||||
- [UpdateOptions](interfaces/UpdateOptions.md)
|
||||
- [UpdateResult](interfaces/UpdateResult.md)
|
||||
- [Version](interfaces/Version.md)
|
||||
- [WriteExecutionOptions](interfaces/WriteExecutionOptions.md)
|
||||
- [WriteProgress](interfaces/WriteProgress.md)
|
||||
|
||||
## Type Aliases
|
||||
|
||||
- [BaseTokenizer](type-aliases/BaseTokenizer.md)
|
||||
- [Data](type-aliases/Data.md)
|
||||
- [DataLike](type-aliases/DataLike.md)
|
||||
- [FieldLike](type-aliases/FieldLike.md)
|
||||
@@ -128,15 +102,11 @@
|
||||
- [RecordBatchLike](type-aliases/RecordBatchLike.md)
|
||||
- [SchemaLike](type-aliases/SchemaLike.md)
|
||||
- [TableLike](type-aliases/TableLike.md)
|
||||
- [TokenizeTableOptions](type-aliases/TokenizeTableOptions.md)
|
||||
|
||||
## Functions
|
||||
|
||||
- [RecordBatchIterator](functions/RecordBatchIterator.md)
|
||||
- [connect](functions/connect.md)
|
||||
- [connectNamespace](functions/connectNamespace.md)
|
||||
- [instrumentLanceDbMetrics](functions/instrumentLanceDbMetrics.md)
|
||||
- [makeArrowTable](functions/makeArrowTable.md)
|
||||
- [packBits](functions/packBits.md)
|
||||
- [permutationBuilder](functions/permutationBuilder.md)
|
||||
- [tokenize](functions/tokenize.md)
|
||||
|
||||
@@ -19,39 +19,3 @@ mode: "append" | "overwrite";
|
||||
If "append" (the default) then the new data will be added to the table
|
||||
|
||||
If "overwrite" then the new data will replace the existing data in the table.
|
||||
|
||||
***
|
||||
|
||||
### progress()
|
||||
|
||||
```ts
|
||||
progress: (progress) => void;
|
||||
```
|
||||
|
||||
Optional callback invoked periodically with write progress.
|
||||
|
||||
The callback is fired once per batch written and once more with
|
||||
`done: true` when the write completes. Calls are dispatched
|
||||
asynchronously to the JS event loop and never block the write — a slow
|
||||
callback will queue events rather than back-pressure the writer.
|
||||
|
||||
Errors thrown from the callback are logged with `console.warn` and
|
||||
swallowed — they do not abort the write.
|
||||
|
||||
#### Parameters
|
||||
|
||||
* **progress**: [`WriteProgress`](WriteProgress.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Example
|
||||
|
||||
```ts
|
||||
await table.add(data, {
|
||||
progress: (p) => {
|
||||
console.log(`${p.outputRows}/${p.totalRows ?? "?"} rows`);
|
||||
},
|
||||
});
|
||||
```
|
||||
|
||||
@@ -53,18 +53,3 @@ optional tlsConfig: TlsConfig;
|
||||
```ts
|
||||
optional userAgent: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### userId?
|
||||
|
||||
```ts
|
||||
optional userId: string;
|
||||
```
|
||||
|
||||
User identifier for tracking purposes.
|
||||
|
||||
This is sent as the `x-lancedb-user-id` header in requests to LanceDB Cloud/Enterprise.
|
||||
It can be set directly, or via the `LANCEDB_USER_ID` environment variable.
|
||||
Alternatively, set `LANCEDB_USER_ID_ENV_KEY` to specify another environment
|
||||
variable that contains the user ID value.
|
||||
|
||||
@@ -1,31 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / ColumnOrdering
|
||||
|
||||
# Interface: ColumnOrdering
|
||||
|
||||
## Properties
|
||||
|
||||
### ascending?
|
||||
|
||||
```ts
|
||||
optional ascending: boolean;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### columnName
|
||||
|
||||
```ts
|
||||
columnName: string;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### nullsFirst?
|
||||
|
||||
```ts
|
||||
optional nullsFirst: boolean;
|
||||
```
|
||||
@@ -1,54 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / ConnectNamespaceOptions
|
||||
|
||||
# Interface: ConnectNamespaceOptions
|
||||
|
||||
## Properties
|
||||
|
||||
### namespaceClientProperties?
|
||||
|
||||
```ts
|
||||
optional namespaceClientProperties: Record<string, string>;
|
||||
```
|
||||
|
||||
Extra properties for the backing namespace client.
|
||||
|
||||
***
|
||||
|
||||
### readConsistencyInterval?
|
||||
|
||||
```ts
|
||||
optional readConsistencyInterval: number;
|
||||
```
|
||||
|
||||
The interval, in seconds, at which to check for updates to the table
|
||||
from other processes. If None, then consistency is not checked. For
|
||||
performance reasons, this is the default. For strong consistency, set
|
||||
this to zero seconds. Then every read will check for updates from other
|
||||
processes. As a compromise, you can set this to a non-zero value for
|
||||
eventual consistency.
|
||||
|
||||
***
|
||||
|
||||
### session?
|
||||
|
||||
```ts
|
||||
optional session: Session;
|
||||
```
|
||||
|
||||
The session to use for this connection. Holds shared caches and other
|
||||
session-specific state.
|
||||
|
||||
***
|
||||
|
||||
### storageOptions?
|
||||
|
||||
```ts
|
||||
optional storageOptions: Record<string, string>;
|
||||
```
|
||||
|
||||
Configuration for object storage. The available options are described
|
||||
at https://docs.lancedb.com/storage/
|
||||
@@ -41,62 +41,22 @@ for testing purposes.
|
||||
|
||||
***
|
||||
|
||||
### manifestEnabled?
|
||||
|
||||
```ts
|
||||
optional manifestEnabled: boolean;
|
||||
```
|
||||
|
||||
(For LanceDB OSS only): use directory namespace manifests as the source
|
||||
of truth for table metadata. Existing directory-listed root tables are
|
||||
migrated into the manifest on access.
|
||||
|
||||
***
|
||||
|
||||
### namespaceClientProperties?
|
||||
|
||||
```ts
|
||||
optional namespaceClientProperties: Record<string, string>;
|
||||
```
|
||||
|
||||
(For LanceDB OSS only): extra properties for the backing namespace
|
||||
client used by manifest-enabled native connections.
|
||||
|
||||
***
|
||||
|
||||
### oauthConfig?
|
||||
|
||||
```ts
|
||||
optional oauthConfig: NativeOAuthConfig;
|
||||
```
|
||||
|
||||
(For LanceDB cloud only): OAuth configuration for IdP-based
|
||||
authentication (e.g., Azure Entra ID). When set, token acquisition
|
||||
and refresh are handled entirely in Rust. TypeScript users should pass
|
||||
the public `OAuthConfig` type exported from `@lancedb/lancedb`.
|
||||
|
||||
***
|
||||
|
||||
### readConsistencyInterval?
|
||||
|
||||
```ts
|
||||
optional readConsistencyInterval: number;
|
||||
```
|
||||
|
||||
The interval, in seconds, at which to check for updates to the table
|
||||
from other processes. If None, then consistency is not checked. For
|
||||
performance reasons, this is the default. For strong consistency, set
|
||||
this to zero seconds. Then every read will check for updates from other
|
||||
processes. As a compromise, you can set this to a non-zero value for
|
||||
eventual consistency. If more than that interval has passed since the
|
||||
last check, then the table will be checked for updates. Note: this
|
||||
consistency only applies to read operations. Write operations are
|
||||
(For LanceDB OSS only): The interval, in seconds, at which to check for
|
||||
updates to the table from other processes. If None, then consistency is not
|
||||
checked. For performance reasons, this is the default. For strong
|
||||
consistency, set this to zero seconds. Then every read will check for
|
||||
updates from other processes. As a compromise, you can set this to a
|
||||
non-zero value for eventual consistency. If more than that interval
|
||||
has passed since the last check, then the table will be checked for updates.
|
||||
Note: this consistency only applies to read operations. Write operations are
|
||||
always consistent.
|
||||
|
||||
Stronger consistency is not free. The smaller the interval, the more
|
||||
often each read pays the cost of checking for updates against object
|
||||
storage, raising per-read latency and cost.
|
||||
|
||||
***
|
||||
|
||||
### region?
|
||||
@@ -129,4 +89,4 @@ optional storageOptions: Record<string, string>;
|
||||
|
||||
(For LanceDB OSS only): configuration for object storage.
|
||||
|
||||
The available options are described at https://docs.lancedb.com/storage/
|
||||
The available options are described at https://lancedb.com/docs/storage/
|
||||
|
||||
@@ -1,27 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / CreateNamespaceOptions
|
||||
|
||||
# Interface: CreateNamespaceOptions
|
||||
|
||||
## Properties
|
||||
|
||||
### mode?
|
||||
|
||||
```ts
|
||||
optional mode: "overwrite" | "create" | "exist_ok";
|
||||
```
|
||||
|
||||
Creation mode.
|
||||
|
||||
***
|
||||
|
||||
### properties?
|
||||
|
||||
```ts
|
||||
optional properties: Record<string, string>;
|
||||
```
|
||||
|
||||
Properties to set on the new namespace.
|
||||
@@ -1,23 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / CreateNamespaceResponse
|
||||
|
||||
# Interface: CreateNamespaceResponse
|
||||
|
||||
## Properties
|
||||
|
||||
### properties?
|
||||
|
||||
```ts
|
||||
optional properties: Record<string, string>;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### transactionId?
|
||||
|
||||
```ts
|
||||
optional transactionId: string;
|
||||
```
|
||||
@@ -97,4 +97,4 @@ Configuration for object storage.
|
||||
Options already set on the connection will be inherited by the table,
|
||||
but can be overridden here.
|
||||
|
||||
The available options are described at https://docs.lancedb.com/storage/
|
||||
The available options are described at https://lancedb.com/docs/storage/
|
||||
|
||||
@@ -8,14 +8,6 @@
|
||||
|
||||
## Properties
|
||||
|
||||
### numDeletedRows
|
||||
|
||||
```ts
|
||||
numDeletedRows: number;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### version
|
||||
|
||||
```ts
|
||||
|
||||
@@ -1,15 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / DescribeNamespaceResponse
|
||||
|
||||
# Interface: DescribeNamespaceResponse
|
||||
|
||||
## Properties
|
||||
|
||||
### properties?
|
||||
|
||||
```ts
|
||||
optional properties: Record<string, string>;
|
||||
```
|
||||
@@ -1,47 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / DirNamespaceConfig
|
||||
|
||||
# Interface: DirNamespaceConfig
|
||||
|
||||
Configuration for the built-in directory namespace (`"dir"`).
|
||||
|
||||
The directory namespace stores tables under a single root path (local
|
||||
filesystem or object storage URI). See
|
||||
[https://docs.lancedb.com/namespaces](https://docs.lancedb.com/namespaces) for the documented surface;
|
||||
less-common knobs live under [DirNamespaceConfig.extraProperties](DirNamespaceConfig.md#extraproperties).
|
||||
|
||||
## Properties
|
||||
|
||||
### extraProperties?
|
||||
|
||||
```ts
|
||||
optional extraProperties: Record<string, string>;
|
||||
```
|
||||
|
||||
Additional raw properties passed verbatim to the namespace
|
||||
implementation (e.g. `storage.*`, `credential_vendor.*`). Typed
|
||||
fields above take precedence on key collision.
|
||||
|
||||
***
|
||||
|
||||
### manifestEnabled?
|
||||
|
||||
```ts
|
||||
optional manifestEnabled: boolean;
|
||||
```
|
||||
|
||||
Whether to maintain a namespace manifest at the root. Required for
|
||||
child namespaces. Defaults to true on the impl side.
|
||||
|
||||
***
|
||||
|
||||
### root
|
||||
|
||||
```ts
|
||||
root: string;
|
||||
```
|
||||
|
||||
Root path or URI containing the LanceDB tables.
|
||||
@@ -1,27 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / DropNamespaceOptions
|
||||
|
||||
# Interface: DropNamespaceOptions
|
||||
|
||||
## Properties
|
||||
|
||||
### behavior?
|
||||
|
||||
```ts
|
||||
optional behavior: "restrict" | "cascade";
|
||||
```
|
||||
|
||||
Refuse to drop if non-empty (restrict) or drop recursively (cascade).
|
||||
|
||||
***
|
||||
|
||||
### mode?
|
||||
|
||||
```ts
|
||||
optional mode: "fail" | "skip";
|
||||
```
|
||||
|
||||
Whether to skip if the namespace doesn't exist, or fail.
|
||||
@@ -1,23 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / DropNamespaceResponse
|
||||
|
||||
# Interface: DropNamespaceResponse
|
||||
|
||||
## Properties
|
||||
|
||||
### properties?
|
||||
|
||||
```ts
|
||||
optional properties: Record<string, string>;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### transactionId?
|
||||
|
||||
```ts
|
||||
optional transactionId: string[];
|
||||
```
|
||||
@@ -1,41 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / FieldMetadataUpdate
|
||||
|
||||
# Interface: FieldMetadataUpdate
|
||||
|
||||
A per-field metadata update, addressed by dot-path.
|
||||
|
||||
## Properties
|
||||
|
||||
### metadata
|
||||
|
||||
```ts
|
||||
metadata: Record<string, null | string>;
|
||||
```
|
||||
|
||||
Metadata key/value pairs. Merged into the field's existing metadata by
|
||||
default; a value of `null` deletes that key.
|
||||
|
||||
***
|
||||
|
||||
### path
|
||||
|
||||
```ts
|
||||
path: string;
|
||||
```
|
||||
|
||||
Dot-separated path to the field. For a top-level column this is just its
|
||||
name; for a nested field it's the path, e.g. "a.b.c".
|
||||
|
||||
***
|
||||
|
||||
### replace?
|
||||
|
||||
```ts
|
||||
optional replace: boolean;
|
||||
```
|
||||
|
||||
If true, replace the field's entire metadata map instead of merging.
|
||||
@@ -23,7 +23,7 @@ whether to remove punctuation
|
||||
### baseTokenizer?
|
||||
|
||||
```ts
|
||||
optional baseTokenizer: BaseTokenizer;
|
||||
optional baseTokenizer: "raw" | "simple" | "whitespace" | "ngram";
|
||||
```
|
||||
|
||||
The tokenizer to use when building the index.
|
||||
@@ -37,10 +37,6 @@ The following tokenizers are available:
|
||||
|
||||
"raw" - Raw tokenizer. This tokenizer does not split the text into tokens and indexes the entire text as a single token.
|
||||
|
||||
"icu" - ICU dictionary-based word segmentation.
|
||||
|
||||
"icu/split" - ICU segmentation with simple-style delimiter splitting.
|
||||
|
||||
***
|
||||
|
||||
### language?
|
||||
|
||||
@@ -1,29 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / FtsToken
|
||||
|
||||
# Interface: FtsToken
|
||||
|
||||
Token produced by the tokenizer configured on a full-text search index.
|
||||
|
||||
## Properties
|
||||
|
||||
### position
|
||||
|
||||
```ts
|
||||
position: number;
|
||||
```
|
||||
|
||||
Token position used by full-text query matching.
|
||||
|
||||
***
|
||||
|
||||
### text
|
||||
|
||||
```ts
|
||||
text: string;
|
||||
```
|
||||
|
||||
Token text after tokenizer filters have been applied.
|
||||
@@ -23,31 +23,6 @@ be more columns to represent composite indices.
|
||||
|
||||
***
|
||||
|
||||
### createdAt?
|
||||
|
||||
```ts
|
||||
optional createdAt: Date;
|
||||
```
|
||||
|
||||
When the index was created.
|
||||
|
||||
`undefined` for remote tables or indices created before timestamps were tracked.
|
||||
|
||||
***
|
||||
|
||||
### indexDetails?
|
||||
|
||||
```ts
|
||||
optional indexDetails: any;
|
||||
```
|
||||
|
||||
Index-type-specific details parsed as a JavaScript object.
|
||||
|
||||
Falls back to a raw string if JSON parsing fails. `undefined` for
|
||||
remote tables or when details are unavailable.
|
||||
|
||||
***
|
||||
|
||||
### indexType
|
||||
|
||||
```ts
|
||||
@@ -58,30 +33,6 @@ The type of the index
|
||||
|
||||
***
|
||||
|
||||
### indexUuid?
|
||||
|
||||
```ts
|
||||
optional indexUuid: string;
|
||||
```
|
||||
|
||||
The UUID of the first segment of the index.
|
||||
|
||||
`undefined` for remote tables, which do not yet surface this.
|
||||
|
||||
***
|
||||
|
||||
### indexVersion?
|
||||
|
||||
```ts
|
||||
optional indexVersion: number;
|
||||
```
|
||||
|
||||
The on-disk index format version.
|
||||
|
||||
`undefined` for remote tables.
|
||||
|
||||
***
|
||||
|
||||
### name
|
||||
|
||||
```ts
|
||||
@@ -89,63 +40,3 @@ name: string;
|
||||
```
|
||||
|
||||
The name of the index
|
||||
|
||||
***
|
||||
|
||||
### numIndexedRows?
|
||||
|
||||
```ts
|
||||
optional numIndexedRows: number;
|
||||
```
|
||||
|
||||
The number of rows indexed, across all segments.
|
||||
|
||||
`undefined` for remote tables.
|
||||
|
||||
***
|
||||
|
||||
### numSegments?
|
||||
|
||||
```ts
|
||||
optional numSegments: number;
|
||||
```
|
||||
|
||||
The number of segments that make up the index.
|
||||
|
||||
`undefined` for remote tables.
|
||||
|
||||
***
|
||||
|
||||
### numUnindexedRows?
|
||||
|
||||
```ts
|
||||
optional numUnindexedRows: number;
|
||||
```
|
||||
|
||||
The number of rows not yet covered by this index.
|
||||
|
||||
`undefined` for remote tables.
|
||||
|
||||
***
|
||||
|
||||
### sizeBytes?
|
||||
|
||||
```ts
|
||||
optional sizeBytes: number;
|
||||
```
|
||||
|
||||
The total size in bytes of all index files across all segments.
|
||||
|
||||
`undefined` for remote tables or indices without size tracking.
|
||||
|
||||
***
|
||||
|
||||
### typeUrl?
|
||||
|
||||
```ts
|
||||
optional typeUrl: string;
|
||||
```
|
||||
|
||||
The protobuf type URL, a precise type identifier for the index.
|
||||
|
||||
`undefined` for remote tables.
|
||||
|
||||
@@ -30,6 +30,17 @@ The type of the index
|
||||
|
||||
***
|
||||
|
||||
### loss?
|
||||
|
||||
```ts
|
||||
optional loss: number;
|
||||
```
|
||||
|
||||
The KMeans loss value of the index,
|
||||
it is only present for vector indices.
|
||||
|
||||
***
|
||||
|
||||
### numIndexedRows
|
||||
|
||||
```ts
|
||||
|
||||
@@ -1,27 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / ListNamespacesOptions
|
||||
|
||||
# Interface: ListNamespacesOptions
|
||||
|
||||
## Properties
|
||||
|
||||
### limit?
|
||||
|
||||
```ts
|
||||
optional limit: number;
|
||||
```
|
||||
|
||||
An optional limit to the number of results to return.
|
||||
|
||||
***
|
||||
|
||||
### pageToken?
|
||||
|
||||
```ts
|
||||
optional pageToken: string;
|
||||
```
|
||||
|
||||
Token from a previous response for pagination.
|
||||
@@ -1,23 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / ListNamespacesResponse
|
||||
|
||||
# Interface: ListNamespacesResponse
|
||||
|
||||
## Properties
|
||||
|
||||
### namespaces
|
||||
|
||||
```ts
|
||||
namespaces: string[];
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### pageToken?
|
||||
|
||||
```ts
|
||||
optional pageToken: string;
|
||||
```
|
||||
@@ -1,67 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / LsmWriteSpec
|
||||
|
||||
# Interface: LsmWriteSpec
|
||||
|
||||
Specification selecting Lance's MemWAL LSM-style write path for
|
||||
`mergeInsert`.
|
||||
|
||||
`specType` is `"bucket"`, `"identity"`, or `"unsharded"`. For `"bucket"`,
|
||||
`column` and `numBuckets` are required; for `"identity"`, `column` is
|
||||
required and must be a deterministic function of the unenforced primary
|
||||
key (every row with a given primary key must always produce the same
|
||||
`column` value, or upserts of that key can land in different shards and a
|
||||
stale version can win).
|
||||
|
||||
## Properties
|
||||
|
||||
### column?
|
||||
|
||||
```ts
|
||||
optional column: string;
|
||||
```
|
||||
|
||||
Bucket and identity variants: the sharding column.
|
||||
|
||||
***
|
||||
|
||||
### maintainedIndexes?
|
||||
|
||||
```ts
|
||||
optional maintainedIndexes: string[];
|
||||
```
|
||||
|
||||
Names of indexes the MemWAL should keep up to date during writes.
|
||||
|
||||
***
|
||||
|
||||
### numBuckets?
|
||||
|
||||
```ts
|
||||
optional numBuckets: number;
|
||||
```
|
||||
|
||||
Bucket variant: the number of buckets, in `[1, 1024]`.
|
||||
|
||||
***
|
||||
|
||||
### specType
|
||||
|
||||
```ts
|
||||
specType: "bucket" | "identity" | "unsharded";
|
||||
```
|
||||
|
||||
One of `"bucket"`, `"identity"`, or `"unsharded"`.
|
||||
|
||||
***
|
||||
|
||||
### writerConfigDefaults?
|
||||
|
||||
```ts
|
||||
optional writerConfigDefaults: Record<string, string>;
|
||||
```
|
||||
|
||||
Default `ShardWriter` configuration recorded in the MemWAL index.
|
||||
@@ -32,14 +32,6 @@ numInsertedRows: number;
|
||||
|
||||
***
|
||||
|
||||
### numRows
|
||||
|
||||
```ts
|
||||
numRows: number;
|
||||
```
|
||||
|
||||
***
|
||||
|
||||
### numUpdatedRows
|
||||
|
||||
```ts
|
||||
|
||||
@@ -1,88 +0,0 @@
|
||||
[**@lancedb/lancedb**](../README.md) • **Docs**
|
||||
|
||||
***
|
||||
|
||||
[@lancedb/lancedb](../globals.md) / NativeOAuthConfig
|
||||
|
||||
# Interface: NativeOAuthConfig
|
||||
|
||||
OAuth configuration for LanceDB authentication.
|
||||
|
||||
This is the generated napi-rs binding shape. TypeScript users should prefer
|
||||
the public `OAuthConfig` type exported from `@lancedb/lancedb`.
|
||||
|
||||
All token acquisition and refresh is handled in the Rust layer.
|
||||
|
||||
## Properties
|
||||
|
||||
### clientId
|
||||
|
||||
```ts
|
||||
clientId: string;
|
||||
```
|
||||
|
||||
Application / Client ID.
|
||||
|
||||
***
|
||||
|
||||
### clientSecret?
|
||||
|
||||
```ts
|
||||
optional clientSecret: string;
|
||||
```
|
||||
|
||||
Client secret (required for client_credentials).
|
||||
|
||||
***
|
||||
|
||||
### flow?
|
||||
|
||||
```ts
|
||||
optional flow: string;
|
||||
```
|
||||
|
||||
Authentication flow: "client_credentials" or "azure_managed_identity"
|
||||
|
||||
***
|
||||
|
||||
### issuerUrl
|
||||
|
||||
```ts
|
||||
issuerUrl: string;
|
||||
```
|
||||
|
||||
OIDC issuer URL or OAuth authority URL.
|
||||
For Azure: `https://login.microsoftonline.com/{tenant_id}/v2.0`
|
||||
|
||||
***
|
||||
|
||||
### managedIdentityClientId?
|
||||
|
||||
```ts
|
||||
optional managedIdentityClientId: string;
|
||||
```
|
||||
|
||||
Client ID for user-assigned managed identity (azure_managed_identity).
|
||||
|
||||
***
|
||||
|
||||
### refreshBufferSecs?
|
||||
|
||||
```ts
|
||||
optional refreshBufferSecs: number;
|
||||
```
|
||||
|
||||
Seconds before expiry to trigger proactive refresh (default: 300).
|
||||
Keep this well below the token TTL; if it is greater than or equal to
|
||||
the TTL, each request refreshes the token.
|
||||
|
||||
***
|
||||
|
||||
### scopes
|
||||
|
||||
```ts
|
||||
scopes: string[];
|
||||
```
|
||||
|
||||
OAuth scopes to request. For Azure managed identity, exactly one scope
|
||||
or resource is required. For example: `["api://{app_id}/.default"]`
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user