mirror of
https://github.com/lancedb/lancedb.git
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A 1M-row column refresh over 200 fragments produced no visible result,
and the client could only ever say `"running"`. Everything needed to
diagnose it already existed server-side — the job registry records a
`claim`/`claim_complete` pair per fragment carrying `rows_processed` —
but none of it was reachable.
## Before
Four ways to ask about a job, none of which told you much.
```python
job = table.refresh_column_async("embedding")
job.status() # "running". That was the entire debug surface.
db.get_job(job_id) # state, and a spec. No result, no progress.
db.job_history(job_id) # raw record batches, no limit, no filter
db.job(job_id) # a handle that knew nothing
```
## After
Open a job the way you open a table; the handle answers everything.
```python
job = db.open_job(job_id) # raises JobNotFoundError if there is no such job
```
```python
>>> print(job)
Job(
id='job-1',
state='failed',
job_type='refresh_column',
creation_ms=1757000000000,
spec={
"column": "embedding",
"num_workers": 4
},
failure=JobFailureInfo(phase='execute', message='worker died', retryable=True),
)
```
Individual fields are there too — `job.state`, `job.job_type`,
`job.creation_ms`, `job.spec`, `job.result`, `job.failure` — and
`job.result` carries `rows_assigned` / `rows_failed` as soon as the job
succeeds, with no `wait()` required.
Per-fragment progress *while it is still running*:
```python
done = job.events(filter="state = 'claim_complete'", limit=10_000)
done.column("rows_processed").to_pylist() # [5000, 5000, ...]
```
The handle an async action returns is the same object, one `refresh()`
away:
```python
job = table.refresh_column_async("embedding")
job.refresh()
job.state, job.result
```
TypeScript is the same experience, down to `console.log`:
```ts
const job = await db.openJob(jobId); // rejects if there is no such job
console.log(job); // same multi-line layout
job.state; job.jobType; job.spec; job.result; job.failure;
const done = await job.events({ filter: "state = 'claim_complete'", limit: 10_000 });
```
## Why each piece matters
- **A result without waiting.** `rows_assigned` / `rows_failed` used to
live only on the terminal result, so a job that never terminated
reported nothing at all.
- **`limit`.** The server caps event rows at 1000 and truncates without
saying so, which silently hid most of a 200-fragment job's history.
- **`filter`.** `claim_complete` rows carry per-claim `rows_processed` —
the only progress signal that exists mid-flight.
- **Events outlive the worker.** They live in the job registry, not in
pod logs that vanish with the pod.
- **One place to ask.** `open_job` replaces `describe_job`,
`query_job_events` and `job`, so a question about a job has one answer
instead of one per calling location.
- **A missing job is an error, not a `None`.** The common case is a job
id copied out of a log, where absence is the surprise worth raising —
and it matches `open_table`.
- **Printing is the debug surface.** Every field on its own line, JSON
payloads keeping their structure. An unrefreshed handle stays on one
line, because there is nothing to lay out.
- **In-process jobs say so.** A local refresh reports `state` and leaves
the rest null rather than inventing fields it has no record for.
`list_jobs` and `cancel_job` stay as they were: one lists, the other is
a one-shot action that should not need a describe first.
## Breaking
All shipped in 0.38.0. No deprecated aliases.
| Was | Now |
| --- | --- |
| `Connection.get_job` → `describe_job` | `Connection.open_job` returns
a populated `Job`, or raises |
| `Connection.job_history` → `query_job_events` | `job.events(...)` |
| `Connection.job` | `Connection.open_job` |
| Python events → `List[pa.RecordBatch]` | `pa.Table` |
| `JobDescription.spec_json` / `.result_json` | internal; use `job.spec`
/ `job.result` |
Node's `Job` is now a TypeScript class wrapping the native handle, so it
returns an Arrow table and parsed values like Python does. New
`Error::JobNotFound` / `JobNotFoundError`; the three job exceptions are
now in the Python API reference.
741 lines
15 KiB
Markdown
741 lines
15 KiB
Markdown
[**@lancedb/lancedb**](../README.md) • **Docs**
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***
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[@lancedb/lancedb](../globals.md) / Connection
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# Class: `abstract` Connection
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A LanceDB Connection that allows you to open tables and create new ones.
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Connection could be local against filesystem or remote against a server.
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A Connection is intended to be a long lived object and may hold open
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resources such as HTTP connection pools. This is generally fine and
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a single connection should be shared if it is going to be used many
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times. However, if you are finished with a connection, you may call
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close to eagerly free these resources. Any call to a Connection
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method after it has been closed will result in an error.
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Closing a connection is optional. Connections will automatically
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be closed when they are garbage collected.
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Any created tables are independent and will continue to work even if
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the underlying connection has been closed.
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## Methods
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### cancelJob()
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```ts
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abstract cancelJob(jobId): Promise<boolean>
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```
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Request cancellation of a server-side job by id.
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|
Resolves to true if the server accepted the cancellation, false if no
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such job exists. Cancelling an already-terminal job is a no-op success.
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#### Parameters
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* **jobId**: `string`
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#### Returns
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`Promise`<`boolean`>
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***
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### cloneTable()
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```ts
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abstract cloneTable(
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targetTableName,
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sourceUri,
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options?): Promise<Table>
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```
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|
Clone a table from a source table.
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|
A shallow clone creates a new table that shares the underlying data files
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with the source table but has its own independent manifest. This allows
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both the source and cloned tables to evolve independently while initially
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sharing the same data, deletion, and index files.
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#### Parameters
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* **targetTableName**: `string`
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The name of the target table to create.
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* **sourceUri**: `string`
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The URI of the source table to clone from.
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* **options?**
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Clone options.
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* **options.isShallow?**: `boolean`
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Whether to perform a shallow clone (defaults to true).
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* **options.sourceTag?**: `string`
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The tag of the source table to clone.
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* **options.sourceVersion?**: `number`
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The version of the source table to clone.
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* **options.targetNamespacePath?**: `string`[]
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The namespace path for the target table (defaults to root namespace).
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#### Returns
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`Promise`<[`Table`](Table.md)>
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***
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### close()
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|
```ts
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abstract close(): void
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```
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Close the connection, releasing any underlying resources.
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It is safe to call this method multiple times.
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Any attempt to use the connection after it is closed will result in an error.
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#### Returns
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`void`
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***
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### createEmptyTable()
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#### createEmptyTable(name, schema, options)
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```ts
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abstract createEmptyTable(
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name,
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schema,
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options?): Promise<Table>
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```
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|
Creates a new empty Table
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|
|
##### Parameters
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|
* **name**: `string`
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The name of the table.
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* **schema**: [`SchemaLike`](../type-aliases/SchemaLike.md)
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The schema of the table
|
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|
|
* **options?**: `Partial`<[`CreateTableOptions`](../interfaces/CreateTableOptions.md)>
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Additional options (backwards compatibility)
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|
|
##### Returns
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|
`Promise`<[`Table`](Table.md)>
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#### createEmptyTable(name, schema, namespacePath, options)
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|
|
```ts
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abstract createEmptyTable(
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name,
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schema,
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namespacePath?,
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options?): Promise<Table>
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```
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|
|
Creates a new empty Table
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|
|
##### Parameters
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|
|
* **name**: `string`
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The name of the table.
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* **schema**: [`SchemaLike`](../type-aliases/SchemaLike.md)
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The schema of the table
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|
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* **namespacePath?**: `string`[]
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|
The namespace path to create the table in (defaults to root namespace)
|
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|
|
* **options?**: `Partial`<[`CreateTableOptions`](../interfaces/CreateTableOptions.md)>
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Additional options
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##### Returns
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|
`Promise`<[`Table`](Table.md)>
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|
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***
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|
|
### createMaterializedView()
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|
|
```ts
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abstract createMaterializedView(
|
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name,
|
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source,
|
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options?): Promise<MaterializedView>
|
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```
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|
|
Define a materialized view named `name` over the table `source`.
|
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|
|
The view is created empty, with the query recorded in its schema
|
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metadata; `view.refresh()` computes the rows. The view is a normal
|
|
table: it can be queried, indexed and searched, and it appears in
|
|
`tableNames`. The source table must have stable row ids (create it with
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the `newTableEnableStableRowIds` storage option); they keep the view's
|
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provenance valid across source compactions and cannot be enabled after
|
|
a table exists. Local databases only.
|
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|
|
#### Parameters
|
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|
|
* **name**: `string`
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|
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* **source**: `string`
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|
|
* **options?**
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|
|
* **options.limit?**: `number`
|
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|
|
* **options.select?**: [`MaterializedViewSelect`](../type-aliases/MaterializedViewSelect.md)
|
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|
|
* **options.where?**: `string`
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|
|
#### Returns
|
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|
|
`Promise`<[`MaterializedView`](MaterializedView.md)>
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|
|
***
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|
|
### createNamespace()
|
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|
|
```ts
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|
abstract createNamespace(namespacePath, options?): Promise<CreateNamespaceResponse>
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```
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|
|
Create a new namespace at the given path.
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|
|
#### Parameters
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|
* **namespacePath**: `string`[]
|
|
The namespace path to create.
|
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|
|
* **options?**: `Partial`<[`CreateNamespaceOptions`](../interfaces/CreateNamespaceOptions.md)>
|
|
Creation `mode`
|
|
("create" | "exist_ok" | "overwrite") and optional `properties`
|
|
to attach to the namespace.
|
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|
|
#### Returns
|
|
|
|
`Promise`<[`CreateNamespaceResponse`](../interfaces/CreateNamespaceResponse.md)>
|
|
|
|
The properties of the
|
|
created namespace and an optional transaction id.
|
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|
|
***
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|
|
### createTable()
|
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|
|
#### createTable(options, namespacePath)
|
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|
|
```ts
|
|
abstract createTable(options, namespacePath?): Promise<Table>
|
|
```
|
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|
|
Creates a new Table and initialize it with new data.
|
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|
|
##### Parameters
|
|
|
|
* **options**: `object` & `Partial`<[`CreateTableOptions`](../interfaces/CreateTableOptions.md)>
|
|
The options object.
|
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|
|
* **namespacePath?**: `string`[]
|
|
The namespace path to create the table in (defaults to root namespace)
|
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|
|
##### Returns
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|
|
|
`Promise`<[`Table`](Table.md)>
|
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|
|
#### createTable(name, data, options)
|
|
|
|
```ts
|
|
abstract createTable(
|
|
name,
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|
data,
|
|
options?): Promise<Table>
|
|
```
|
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|
|
Creates a new Table and initialize it with new data.
|
|
|
|
##### Parameters
|
|
|
|
* **name**: `string`
|
|
The name of the table.
|
|
|
|
* **data**: [`TableLike`](../type-aliases/TableLike.md) \| `Record`<`string`, `unknown`>[]
|
|
Non-empty Array of Records
|
|
to be inserted into the table
|
|
|
|
* **options?**: `Partial`<[`CreateTableOptions`](../interfaces/CreateTableOptions.md)>
|
|
Additional options (backwards compatibility)
|
|
|
|
##### Returns
|
|
|
|
`Promise`<[`Table`](Table.md)>
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|
|
#### createTable(name, data, namespacePath, options)
|
|
|
|
```ts
|
|
abstract createTable(
|
|
name,
|
|
data,
|
|
namespacePath?,
|
|
options?): Promise<Table>
|
|
```
|
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|
|
Creates a new Table and initialize it with new data.
|
|
|
|
##### Parameters
|
|
|
|
* **name**: `string`
|
|
The name of the table.
|
|
|
|
* **data**: [`TableLike`](../type-aliases/TableLike.md) \| `Record`<`string`, `unknown`>[]
|
|
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)
|
|
|
|
* **options?**: `Partial`<[`CreateTableOptions`](../interfaces/CreateTableOptions.md)>
|
|
Additional options
|
|
|
|
##### Returns
|
|
|
|
`Promise`<[`Table`](Table.md)>
|
|
|
|
***
|
|
|
|
### 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
|
|
abstract display(): string
|
|
```
|
|
|
|
Return a brief description of the connection
|
|
|
|
#### Returns
|
|
|
|
`string`
|
|
|
|
***
|
|
|
|
### dropAllTables()
|
|
|
|
```ts
|
|
abstract dropAllTables(namespacePath?): Promise<void>
|
|
```
|
|
|
|
Drop all tables in the database.
|
|
|
|
#### Parameters
|
|
|
|
* **namespacePath?**: `string`[]
|
|
The namespace path to drop tables from (defaults to root namespace).
|
|
|
|
#### Returns
|
|
|
|
`Promise`<`void`>
|
|
|
|
***
|
|
|
|
### 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>
|
|
```
|
|
|
|
Drop an existing table.
|
|
|
|
#### Parameters
|
|
|
|
* **name**: `string`
|
|
The name of the table to drop.
|
|
|
|
* **namespacePath?**: `string`[]
|
|
The namespace path of the table (defaults to root namespace).
|
|
|
|
#### Returns
|
|
|
|
`Promise`<`void`>
|
|
|
|
***
|
|
|
|
### dropTableAsync()
|
|
|
|
```ts
|
|
abstract dropTableAsync(name, namespacePath?): Promise<Job>
|
|
```
|
|
|
|
Start dropping a table and return its cleanup job.
|
|
|
|
The table may become unavailable before its data files are removed. Wait
|
|
on the returned job to know when cleanup has finished.
|
|
|
|
#### Parameters
|
|
|
|
* **name**: `string`
|
|
|
|
* **namespacePath?**: `string`[]
|
|
|
|
#### Returns
|
|
|
|
`Promise`<[`Job`](Job.md)>
|
|
|
|
***
|
|
|
|
### isOpen()
|
|
|
|
```ts
|
|
abstract isOpen(): boolean
|
|
```
|
|
|
|
Return true if the connection has not been closed
|
|
|
|
#### Returns
|
|
|
|
`boolean`
|
|
|
|
***
|
|
|
|
### listJobs()
|
|
|
|
```ts
|
|
abstract listJobs(): Promise<JobInfo[]>
|
|
```
|
|
|
|
List server-side jobs across the database's tables.
|
|
|
|
#### Returns
|
|
|
|
`Promise`<[`JobInfo`](../interfaces/JobInfo.md)[]>
|
|
|
|
***
|
|
|
|
### listMaterializedViews()
|
|
|
|
```ts
|
|
abstract listMaterializedViews(): Promise<string[]>
|
|
```
|
|
|
|
The names of the materialized views in this database.
|
|
|
|
Found by reading every table's schema, so this costs an open per table.
|
|
|
|
#### Returns
|
|
|
|
`Promise`<`string`[]>
|
|
|
|
***
|
|
|
|
### 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.
|
|
|
|
***
|
|
|
|
### listTables()
|
|
|
|
#### listTables(options)
|
|
|
|
```ts
|
|
abstract listTables(options?): Promise<ListTablesResponse>
|
|
```
|
|
|
|
List a page of the tables in this database.
|
|
|
|
To retrieve the tables after the page, pass the `pageToken` the response
|
|
carries back in. A page can be shorter than `limit` without being the last
|
|
one, so walk until a response carries no page token:
|
|
|
|
```ts
|
|
const names = [];
|
|
let pageToken = undefined;
|
|
do {
|
|
const page = await conn.listTables({ pageToken, limit: 100 });
|
|
names.push(...page.tables);
|
|
pageToken = page.pageToken;
|
|
} while (pageToken);
|
|
```
|
|
|
|
##### Parameters
|
|
|
|
* **options?**: `Partial`<[`ListTablesOptions`](../interfaces/ListTablesOptions.md)>
|
|
Pagination options
|
|
(`pageToken`, `limit`).
|
|
|
|
##### Returns
|
|
|
|
`Promise`<[`ListTablesResponse`](../interfaces/ListTablesResponse.md)>
|
|
|
|
A page of table names and an
|
|
optional token for the tables after it.
|
|
|
|
#### listTables(namespacePath, options)
|
|
|
|
```ts
|
|
abstract listTables(namespacePath?, options?): Promise<ListTablesResponse>
|
|
```
|
|
|
|
List a page of the tables in this database.
|
|
|
|
##### Parameters
|
|
|
|
* **namespacePath?**: `string`[]
|
|
The namespace path to list tables from
|
|
(defaults to root namespace)
|
|
|
|
* **options?**: `Partial`<[`ListTablesOptions`](../interfaces/ListTablesOptions.md)>
|
|
Pagination options
|
|
(`pageToken`, `limit`).
|
|
|
|
##### Returns
|
|
|
|
`Promise`<[`ListTablesResponse`](../interfaces/ListTablesResponse.md)>
|
|
|
|
A page of table names and an
|
|
optional token for the tables after it.
|
|
|
|
***
|
|
|
|
### openJob()
|
|
|
|
```ts
|
|
abstract openJob(jobId): Promise<Job>
|
|
```
|
|
|
|
Open a server-side job by id, returning a handle with its record already
|
|
populated. Rejects when the server has no such job, the way
|
|
[Connection.openTable](Connection.md#opentable) does for a missing table.
|
|
|
|
The returned [Job](Job.md) answers for its own state, specification,
|
|
result, failure and event history, so there is no separate
|
|
connection-level call for any of them.
|
|
|
|
#### Parameters
|
|
|
|
* **jobId**: `string`
|
|
|
|
#### Returns
|
|
|
|
`Promise`<[`Job`](Job.md)>
|
|
|
|
***
|
|
|
|
### openMaterializedView()
|
|
|
|
```ts
|
|
abstract openMaterializedView(name): Promise<MaterializedView>
|
|
```
|
|
|
|
Open the materialized view named `name`.
|
|
|
|
Rejects a table that exists but is not a materialized view.
|
|
|
|
#### Parameters
|
|
|
|
* **name**: `string`
|
|
|
|
#### Returns
|
|
|
|
`Promise`<[`MaterializedView`](MaterializedView.md)>
|
|
|
|
***
|
|
|
|
### openTable()
|
|
|
|
```ts
|
|
abstract openTable(
|
|
name,
|
|
namespacePath?,
|
|
options?): Promise<Table>
|
|
```
|
|
|
|
#### Parameters
|
|
|
|
* **name**: `string`
|
|
|
|
* **namespacePath?**: `string`[]
|
|
|
|
* **options?**: `Partial`<[`OpenTableOptions`](../interfaces/OpenTableOptions.md)>
|
|
|
|
#### Returns
|
|
|
|
`Promise`<[`Table`](Table.md)>
|
|
|
|
***
|
|
|
|
### 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)
|
|
|
|
```ts
|
|
abstract tableNames(options?): Promise<string[]>
|
|
```
|
|
|
|
List all the table names in this database.
|
|
|
|
Tables will be returned in lexicographical order.
|
|
|
|
##### Parameters
|
|
|
|
* **options?**: `Partial`<[`TableNamesOptions`](../interfaces/TableNamesOptions.md)>
|
|
options to control the
|
|
paging / start point (backwards compatibility)
|
|
|
|
##### Returns
|
|
|
|
`Promise`<`string`[]>
|
|
|
|
##### Deprecated
|
|
|
|
Use [Connection.listTables](Connection.md#listtables) instead.
|
|
|
|
#### tableNames(namespacePath, options)
|
|
|
|
```ts
|
|
abstract tableNames(namespacePath?, options?): Promise<string[]>
|
|
```
|
|
|
|
List all the table names in this database.
|
|
|
|
Tables will be returned in lexicographical order.
|
|
|
|
##### Parameters
|
|
|
|
* **namespacePath?**: `string`[]
|
|
The namespace path to list tables from (defaults to root namespace)
|
|
|
|
* **options?**: `Partial`<[`TableNamesOptions`](../interfaces/TableNamesOptions.md)>
|
|
options to control the
|
|
paging / start point
|
|
|
|
##### Returns
|
|
|
|
`Promise`<`string`[]>
|
|
|
|
##### Deprecated
|
|
|
|
Use [Connection.listTables](Connection.md#listtables) instead.
|