11 KiB
vectordb / Exports / LocalTable
Class: LocalTable<T>
A LanceDB Table is the collection of Records. Each Record has one or more vector fields.
Type parameters
| Name | Type |
|---|---|
T |
number[] |
Implements
Table<T>
Table of contents
Constructors
Properties
Accessors
Methods
- add
- cleanupOldVersions
- compactFiles
- countRows
- createIndex
- delete
- filter
- indexStats
- listIndices
- overwrite
- search
- update
Constructors
constructor
• new LocalTable<T>(tbl, name, options)
Type parameters
| Name | Type |
|---|---|
T |
number[] |
Parameters
| Name | Type |
|---|---|
tbl |
any |
name |
string |
options |
ConnectionOptions |
Defined in
• new LocalTable<T>(tbl, name, options, embeddings)
Type parameters
| Name | Type |
|---|---|
T |
number[] |
Parameters
| Name | Type | Description |
|---|---|---|
tbl |
any |
|
name |
string |
|
options |
ConnectionOptions |
|
embeddings |
EmbeddingFunction<T> |
An embedding function to use when interacting with this table |
Defined in
Properties
_embeddings
• Private Optional Readonly _embeddings: EmbeddingFunction<T>
Defined in
_name
• Private Readonly _name: string
Defined in
_options
• Private Readonly _options: () => ConnectionOptions
Type declaration
▸ (): ConnectionOptions
Returns
Defined in
_tbl
• Private _tbl: any
Defined in
where
• where: (value: string) => Query<T>
Type declaration
▸ (value): Query<T>
Creates a filter query to find all rows matching the specified criteria
Parameters
| Name | Type | Description |
|---|---|---|
value |
string |
The filter criteria (like SQL where clause syntax) |
Returns
Query<T>
Defined in
Accessors
name
• get name(): string
Returns
string
Implementation of
Defined in
Methods
add
▸ add(data): Promise<number>
Insert records into this Table.
Parameters
| Name | Type | Description |
|---|---|---|
data |
Record<string, unknown>[] |
Records to be inserted into the Table |
Returns
Promise<number>
The number of rows added to the table
Implementation of
Defined in
cleanupOldVersions
▸ cleanupOldVersions(olderThan?, deleteUnverified?): Promise<CleanupStats>
Clean up old versions of the table, freeing disk space.
Parameters
| Name | Type | Description |
|---|---|---|
olderThan? |
number |
The minimum age in minutes of the versions to delete. If not provided, defaults to two weeks. |
deleteUnverified? |
boolean |
Because they may be part of an in-progress transaction, uncommitted files newer than 7 days old are not deleted by default. This means that failed transactions can leave around data that takes up disk space for up to 7 days. You can override this safety mechanism by setting this option to true, only if you promise there are no in progress writes while you run this operation. Failure to uphold this promise can lead to corrupted tables. |
Returns
Promise<CleanupStats>
Defined in
compactFiles
▸ compactFiles(options?): Promise<CompactionMetrics>
Run the compaction process on the table.
This can be run after making several small appends to optimize the table for faster reads.
Parameters
| Name | Type | Description |
|---|---|---|
options? |
CompactionOptions |
Advanced options configuring compaction. In most cases, you can omit this arguments, as the default options are sensible for most tables. |
Returns
Promise<CompactionMetrics>
Metrics about the compaction operation.
Defined in
countRows
▸ countRows(): Promise<number>
Returns the number of rows in this table.
Returns
Promise<number>
Implementation of
Defined in
createIndex
▸ createIndex(indexParams): Promise<any>
Create an ANN index on this Table vector index.
Parameters
| Name | Type | Description |
|---|---|---|
indexParams |
IvfPQIndexConfig |
The parameters of this Index, |
Returns
Promise<any>
See
VectorIndexParams.
Implementation of
Defined in
delete
▸ delete(filter): Promise<void>
Delete rows from this table.
Parameters
| Name | Type | Description |
|---|---|---|
filter |
string |
A filter in the same format used by a sql WHERE clause. |
Returns
Promise<void>
Implementation of
Defined in
filter
▸ filter(value): Query<T>
Creates a filter query to find all rows matching the specified criteria
Parameters
| Name | Type | Description |
|---|---|---|
value |
string |
The filter criteria (like SQL where clause syntax) |
Returns
Query<T>
Defined in
indexStats
▸ indexStats(indexUuid): Promise<IndexStats>
Get statistics about an index.
Parameters
| Name | Type |
|---|---|
indexUuid |
string |
Returns
Promise<IndexStats>
Implementation of
Defined in
listIndices
▸ listIndices(): Promise<VectorIndex[]>
List the indicies on this table.
Returns
Promise<VectorIndex[]>
Implementation of
Defined in
overwrite
▸ overwrite(data): Promise<number>
Insert records into this Table, replacing its contents.
Parameters
| Name | Type | Description |
|---|---|---|
data |
Record<string, unknown>[] |
Records to be inserted into the Table |
Returns
Promise<number>
The number of rows added to the table
Implementation of
Defined in
search
▸ search(query): Query<T>
Creates a search query to find the nearest neighbors of the given search term
Parameters
| Name | Type | Description |
|---|---|---|
query |
T |
The query search term |
Returns
Query<T>
Implementation of
Defined in
update
▸ update(args): Promise<void>
Update rows in this table.
Parameters
| Name | Type | Description |
|---|---|---|
args |
UpdateArgs | UpdateSqlArgs |
see UpdateArgs and UpdateSqlArgs for more details |
Returns
Promise<void>