Files
lancedb/nodejs/lancedb/index.ts
T
lancedb-gatefixer[bot] 35b5d015ac fix(node): preserve embedding registration in server bundles (#3806)
## Summary

- lazily initialize built-in OpenAI and Hugging Face providers when
consumers call the public embedding registry API
- choose automatic vector versus FTS search from embedding metadata on a
fresh pinned table revision for every execution
- expose automatic string searches as an `AutoQuery` with only
operations common to both native query families
- keep the registry shared and built-in registration safe across
duplicated module graphs

## Root cause

Nitro treats dependency modules as side-effect-free and removes the bare
OpenAI provider import from its generated route. Registration therefore
never runs, so `getRegistry().get("openai")` remains undefined even when
the registry itself is shared globally. Bundlers may also duplicate the
provider and registry module graphs.

The public embedding entry point now initializes built-in providers only
when `getRegistry()` is explicitly called, keeping initialization on a
live path that Nitro retains. Each terminal automatic-search execution
pins the exact table revision visible at dispatch, reads embedding
metadata and computes an embedding from that snapshot, replays the
builder operations, and constructs and executes the selected native
query against the same snapshot. Pinned native snapshots execute locally
when namespace pushdown cannot carry their revision, while remote
snapshots are seeded directly from one version-and-schema response. The
public `AutoQuery` builder exposes only the operations shared by FTS and
vector search, so runtime class narrowing cannot expose invalid
vector-only methods. Repeated built-in registration replaces stale
constructors from duplicated module graphs while public `register()`
retains its duplicate-alias error.

## Validation

- `cargo fmt --all`
- `cargo check --quiet --features remote --tests --examples`
- `cargo clippy --quiet --features remote --tests --examples`
- `pnpm build`
- `pnpm lint`
- `pnpm run docs`
- `pnpm test --runInBand` (783 passed, 5 skipped)
- serial examples suite with a local OpenAI mock (11 passed), including
`sentence-transformers.test.ts`
- packaged Nitro 2.13.4 server route using the reported imports returned
`{"registered":true}`
- fresh-process FTS fixture initialized both public built-ins and
confirmed automatic string search still returned the indexed row
- schema-consistency regressions cover read-consistency refresh,
checkout, checkoutLatest, restore, runtime class narrowing, concurrent
overwrite during embedding computation, and reused automatic-search
builders
- focused regressions confirm pinned native snapshots bypass unversioned
namespace pushdown and remote snapshots use one describe request

Fixes #2429

<!-- lance-gatekeeper-fix:v1 agent=2adf0f21b8bfb634606ed8897a849e30
generation=1 -->

---------

Co-authored-by: Gatefixer <313497061+lancedb-gatefixer[bot]@users.noreply.github.com>
Co-authored-by: Xuanwo <github@xuanwo.io>
2026-08-26 04:17:32 +08:00

624 lines
16 KiB
TypeScript

// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
import {
Connection,
LocalConnection,
cleanseStorageOptions,
} from "./connection";
import {
ConnectNamespaceOptions,
ConnectionOptions,
Connection as LanceDbConnection,
JsHeaderProvider as NativeJsHeaderProvider,
Session,
tokenize as nativeTokenize,
} from "./native.js";
import { HeaderProvider } from "./header";
import type { BaseTokenizer } from "./indices";
import type { FtsToken } from "./table";
// Re-export native header provider for use with connectWithHeaderProvider
export {
MaterializedView,
MaterializedViewDefinition,
MaterializedViewSelect,
} from "./materialized_view";
export { JsHeaderProvider as NativeJsHeaderProvider } from "./native.js";
// OpenTelemetry metrics bridge. Only the high-level entry point is public; the
// underlying recorder/catalog/snapshot functions remain internal plumbing that
// `otel.ts` consumes from the native module.
export { instrumentLanceDbMetrics } from "./otel";
export {
AddColumnsSql,
ConnectionOptions,
ConnectNamespaceOptions,
IndexStatistics,
IndexConfig,
ClientConfig,
TimeoutConfig,
RetryConfig,
TlsConfig,
OptimizeStats,
CompactionStats,
RemovalStats,
TableStatistics,
FragmentStatistics,
FragmentSummaryStats,
Tags,
TagContents,
BranchContents,
MergeResult,
AddResult,
AddColumnsResult,
RefreshColumnResult,
RefreshMaterializedViewResult,
AlterColumnsResult,
UpdateFieldMetadataResult,
DeleteResult,
DropColumnsResult,
UpdateResult,
SplitCalculatedOptions,
SplitRandomOptions,
SplitHashOptions,
SplitSequentialOptions,
ShuffleOptions,
OAuthConfig as NativeOAuthConfig,
} from "./native.js";
export {
makeArrowTable,
MakeArrowTableOptions,
Data,
VectorColumnOptions,
} from "./arrow";
export {
Connection,
CreateTableOptions,
TableNamesOptions,
ListTablesOptions,
OpenTableOptions,
ListNamespacesOptions,
CreateNamespaceOptions,
DropNamespaceOptions,
ListNamespacesResponse,
ListTablesResponse,
CreateNamespaceResponse,
DropNamespaceResponse,
DescribeNamespaceResponse,
RenameTableOptions,
} from "./connection";
export {
Job,
JobDescription,
JobFailureInfo,
JobInfo,
Session,
} from "./native.js";
export {
AutoQuery,
ExecutableQuery,
Query,
QueryBase,
VectorQuery,
TakeQuery,
AnalyzePlanDistributedMetrics,
QueryExecutionOptions,
ColumnOrdering,
FullTextSearchOptions,
RecordBatchIterator,
FullTextQuery,
MatchQuery,
PhraseQuery,
BoostQuery,
MultiMatchQuery,
BooleanQuery,
FullTextQueryType,
Operator,
Occur,
} from "./query";
export {
Index,
IndexOptions,
IvfPqOptions,
IvfRqOptions,
IvfFlatOptions,
HnswPqOptions,
HnswSqOptions,
FtsOptions,
BaseTokenizer,
} from "./indices";
export {
Table,
Branches,
BranchColumnSummary,
BranchColumnChange,
BranchIndexSummary,
BranchRowCountSummary,
CherryPickError,
BranchDiff,
CherryPickPreview,
CherryPickResult,
AddDataOptions,
UpdateOptions,
OptimizeOptions,
Version,
WriteProgress,
FtsToken,
TokenizeTableOptions,
LsmWriteSpec,
LsmStats,
BucketStats,
GenerationStats,
MemtableStats,
ColumnAlteration,
FieldMetadataUpdate,
} from "./table";
export {
HeaderProvider,
StaticHeaderProvider,
OAuthHeaderProvider,
TokenResponse,
} from "./header";
export { OAuthConfig, OAuthFlowType } from "./oauth";
export { MergeInsertBuilder, WriteExecutionOptions } from "./merge";
export * as embedding from "./embedding";
export { permutationBuilder, PermutationBuilder } from "./permutation";
export { Scannable, ScannableOptions } from "./scannable";
export * as rerankers from "./rerankers";
export {
SchemaLike,
TableLike,
FieldLike,
RecordBatchLike,
DataLike,
IntoVector,
MultiVector,
} from "./arrow";
export { IntoSql, packBits } from "./util";
/**
* Options for tokenizing a full-text search query without a table index.
*/
export interface TokenizeOptions {
/**
* The tokenizer to use. The default is "simple".
*/
baseTokenizer?: BaseTokenizer;
/** Language for stemming and stop words. */
language?: string;
/** Maximum token length; tokens longer than this are ignored. */
maxTokenLength?: number;
/** Whether to lowercase tokens. */
lowercase?: boolean;
/** Whether to stem tokens. */
stem?: boolean;
/** Whether to remove stop words. */
removeStopWords?: boolean;
/**
* Custom stop words that replace the built-in list for `language`.
*
* This option only affects tokenization when `removeStopWords` is true.
*
* `undefined` keeps the built-in language list. An empty array explicitly
* replaces it with no stop words.
*/
customStopWords?: string[];
/** Whether to fold ASCII characters. */
asciiFolding?: boolean;
/** N-gram minimum length. */
ngramMinLength?: number;
/** N-gram maximum length. */
ngramMaxLength?: number;
/** Whether to only emit token prefixes for the n-gram tokenizer. */
prefixOnly?: boolean;
}
/**
* Tokenize a full-text search query using an explicit tokenizer.
*
* This does not require a table or FTS index. The tokenizer options match
* {@link Index.fts}.
*/
export async function tokenize(
query: string,
options?: Partial<TokenizeOptions>,
): Promise<FtsToken[]> {
return await nativeTokenize(
query,
options?.baseTokenizer,
options?.language,
options?.maxTokenLength,
options?.lowercase,
options?.stem,
options?.removeStopWords,
options?.customStopWords,
options?.asciiFolding,
options?.ngramMinLength,
options?.ngramMaxLength,
options?.prefixOnly,
);
}
/**
* Connect to a LanceDB instance at the given URI.
*
* Accepted formats:
*
* - `/path/to/database` - local database
* - `s3://bucket/path/to/database` or `gs://bucket/path/to/database` - database on cloud storage
* - `db://host:port` - remote database (LanceDB cloud)
* @param {string} uri - The uri of the database. If the database uri starts
* with `db://` then it connects to a remote database.
* @see {@link ConnectionOptions} for more details on the URI format.
* @param options - The options to use when connecting to the database
* @example
* ```ts
* const conn = await connect("/path/to/database");
* ```
* @example
* ```ts
* const conn = await connect(
* "s3://bucket/path/to/database",
* {storageOptions: {timeout: "60s"}
* });
* ```
* @example
* Using with a header provider for per-request authentication:
* ```ts
* const provider = new StaticHeaderProvider({
* "X-API-Key": "my-key"
* });
* const conn = await connectWithHeaderProvider(
* "db://host:port",
* options,
* provider
* );
* ```
*/
export async function connect(
uri: string,
options?: Partial<ConnectionOptions>,
session?: Session,
headerProvider?:
| HeaderProvider
| (() => Record<string, string>)
| (() => Promise<Record<string, string>>),
): Promise<Connection>;
/**
* Connect to a LanceDB instance at the given URI.
*
* Accepted formats:
*
* - `/path/to/database` - local database
* - `s3://bucket/path/to/database` or `gs://bucket/path/to/database` - database on cloud storage
* - `db://host:port` - remote database (LanceDB cloud)
* @param options - The options to use when connecting to the database
* @see {@link ConnectionOptions} for more details on the URI format.
* @example
* ```ts
* const conn = await connect({
* uri: "/path/to/database",
* storageOptions: {timeout: "60s"}
* });
* ```
*
* @example
* ```ts
* const session = Session.default();
* const conn = await connect({
* uri: "/path/to/database",
* session: session
* });
* ```
*/
export async function connect(
options: Partial<ConnectionOptions> & { uri: string },
): Promise<Connection>;
export async function connect(
uriOrOptions: string | (Partial<ConnectionOptions> & { uri: string }),
optionsOrSession?: Partial<ConnectionOptions> | Session,
sessionOrHeaderProvider?:
| Session
| HeaderProvider
| (() => Record<string, string>)
| (() => Promise<Record<string, string>>),
headerProvider?:
| HeaderProvider
| (() => Record<string, string>)
| (() => Promise<Record<string, string>>),
): Promise<Connection> {
let uri: string | undefined;
let finalOptions: Partial<ConnectionOptions> = {};
let finalHeaderProvider:
| HeaderProvider
| (() => Record<string, string>)
| (() => Promise<Record<string, string>>)
| undefined;
if (typeof uriOrOptions !== "string") {
// First overload: connect(options)
const { uri: uri_, ...opts } = uriOrOptions;
uri = uri_;
finalOptions = opts;
} else {
// Second overload: connect(uri, options?, session?, headerProvider?)
uri = uriOrOptions;
// Handle optionsOrSession parameter
if (optionsOrSession && "inner" in optionsOrSession) {
// Second param is session, so no options provided
finalOptions = {};
} else {
// Second param is options
finalOptions = (optionsOrSession as Partial<ConnectionOptions>) || {};
}
// Handle sessionOrHeaderProvider parameter
if (
sessionOrHeaderProvider &&
(typeof sessionOrHeaderProvider === "function" ||
"getHeaders" in sessionOrHeaderProvider)
) {
// Third param is header provider
finalHeaderProvider = sessionOrHeaderProvider as
| HeaderProvider
| (() => Record<string, string>)
| (() => Promise<Record<string, string>>);
} else {
// Third param is session, header provider is fourth param
finalHeaderProvider = headerProvider;
}
}
if (!uri) {
throw new Error("uri is required");
}
finalOptions = (finalOptions as ConnectionOptions) ?? {};
(<ConnectionOptions>finalOptions).storageOptions = cleanseStorageOptions(
(<ConnectionOptions>finalOptions).storageOptions,
);
// Create native header provider if one was provided
let nativeProvider: NativeJsHeaderProvider | undefined;
if (finalHeaderProvider) {
if (typeof finalHeaderProvider === "function") {
nativeProvider = new NativeJsHeaderProvider(async () =>
finalHeaderProvider(),
);
} else if (
finalHeaderProvider &&
typeof finalHeaderProvider.getHeaders === "function"
) {
nativeProvider = new NativeJsHeaderProvider(async () =>
finalHeaderProvider.getHeaders(),
);
}
}
const nativeConn = await LanceDbConnection.new(
uri,
finalOptions,
nativeProvider,
);
return new LocalConnection(nativeConn);
}
/**
* 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
* {@link https://docs.lancedb.com/namespaces} for the documented surface;
* less-common knobs live under {@link DirNamespaceConfig.extraProperties}.
*/
export interface DirNamespaceConfig {
/** Root path or URI containing the LanceDB tables. */
root: string;
/**
* Whether to maintain a namespace manifest at the root. Required for
* child namespaces. Defaults to true on the impl side.
*/
manifestEnabled?: boolean;
/**
* Additional raw properties passed verbatim to the namespace
* implementation (e.g. `storage.*`, `credential_vendor.*`). Typed
* fields above take precedence on key collision.
*/
extraProperties?: Record<string, string>;
}
/**
* Configuration for the built-in REST namespace (`"rest"`).
*
* The REST namespace talks to a remote catalog server over HTTP. See
* {@link https://docs.lancedb.com/namespaces} for the documented surface;
* less-common knobs (TLS, metrics) live under
* {@link RestNamespaceConfig.extraProperties}.
*/
export interface RestNamespaceConfig {
/** Catalog endpoint URL. */
uri: string;
/**
* HTTP headers forwarded with each request. Keys are passed through
* as-is (e.g. `"x-api-key"`, `"Authorization"`).
*/
headers?: Record<string, string>;
/**
* Additional raw properties passed verbatim to the namespace
* implementation (e.g. `tls.*`, `ops_metrics_enabled`, `delimiter`).
* Typed fields above take precedence on key collision.
*/
extraProperties?: Record<string, string>;
}
function dirConfigToProperties(
config: DirNamespaceConfig,
): Record<string, string> {
// Spread the whole input so that unknown keys (e.g. a raw `manifest_enabled`
// passed via the dynamic-impl path) flow through instead of being dropped.
// Typed transformations layer on top.
const { manifestEnabled, extraProperties, ...rest } = config;
const properties: Record<string, string> = {
...(extraProperties ?? {}),
...(rest as Record<string, string>),
};
if (manifestEnabled !== undefined) {
properties.manifest_enabled = String(manifestEnabled);
}
return properties;
}
function restConfigToProperties(
config: RestNamespaceConfig,
): Record<string, string> {
const { headers, extraProperties, ...rest } = config;
const properties: Record<string, string> = {
...(extraProperties ?? {}),
...(rest as Record<string, string>),
};
if (headers) {
for (const [name, value] of Object.entries(headers)) {
properties[`headers.${name}`] = value;
}
}
return properties;
}
/**
* Connect to a LanceDB database through a namespace.
*
* Unlike {@link connect}, 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 {@link DirNamespaceConfig}.
* - `"rest"` — remote REST catalog, configured with {@link RestNamespaceConfig}.
* - Any other string — full module path for a custom implementation,
* configured with a free-form string-keyed `properties` map.
*
* @example Typed dir namespace
* ```ts
* const db = await connectNamespace("dir", { root: "/path/to/db" });
* await db.createTable("users", [{ id: 1 }]);
* ```
*
* @example Typed REST namespace with auth headers
* ```ts
* const db = await connectNamespace("rest", {
* uri: "https://catalog.example.com",
* headers: { "x-api-key": process.env.CATALOG_KEY ?? "" },
* });
* ```
*
* @example Custom implementation with raw properties
* ```ts
* const db = await connectNamespace("my.custom.Namespace", {
* endpoint: "...",
* });
* ```
*/
export function connectNamespace(
implName: "dir",
config: DirNamespaceConfig,
options?: Partial<ConnectNamespaceOptions>,
): Promise<Connection>;
/**
* Connect through the built-in REST namespace.
*
* Configured with {@link RestNamespaceConfig}. See the function-level
* documentation above for the full surface, examples, and how this
* relates to {@link connect}.
*
* @example
* ```ts
* const db = await connectNamespace("rest", {
* uri: "https://catalog.example.com",
* headers: { "x-api-key": process.env.CATALOG_KEY ?? "" },
* });
* ```
*/
export function connectNamespace(
implName: "rest",
config: RestNamespaceConfig,
options?: Partial<ConnectNamespaceOptions>,
): 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 {@link connect}.
*
* @example
* ```ts
* const db = await connectNamespace("my.custom.Namespace", {
* endpoint: "...",
* });
* ```
*/
export function connectNamespace(
implName: string,
properties: Record<string, string>,
options?: Partial<ConnectNamespaceOptions>,
): Promise<Connection>;
export async function connectNamespace(
implName: string,
configOrProperties:
| DirNamespaceConfig
| RestNamespaceConfig
| Record<string, string>,
options?: Partial<ConnectNamespaceOptions>,
): Promise<Connection> {
let properties: Record<string, string>;
if (implName === "dir") {
properties = dirConfigToProperties(
configOrProperties as DirNamespaceConfig,
);
} else if (implName === "rest") {
properties = restConfigToProperties(
configOrProperties as RestNamespaceConfig,
);
} else {
properties = configOrProperties as Record<string, string>;
}
const finalOptions: ConnectNamespaceOptions = (options ??
{}) as ConnectNamespaceOptions;
finalOptions.storageOptions = cleanseStorageOptions(
finalOptions.storageOptions,
);
const nativeConn = await LanceDbConnection.newWithNamespace(
implName,
properties,
finalOptions,
);
return new LocalConnection(nativeConn);
}