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feat(python): async-sync feature parity on Table (#1914)

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### Changes to sync API
* Updated `LanceTable` and `LanceDBConnection` reprs
* Add `storage_options`, `data_storage_version`, and
`enable_v2_manifest_paths` to sync create table API.
* Add `storage_options` to `open_table` in sync API.
* Add `list_indices()` and `index_stats()` to sync API
* `create_table()` will now create only 1 version when data is passed.
Previously it would always create two versions: 1 to create an empty
table and 1 to add data to it.

### Changes to async API
* Add `embedding_functions` to async `create_table()` API.
* Added `head()` to async API

### Refactors
* Refactor index parameters into dataclasses so they are easier to use
from Python
* Moved most tests to use an in-memory DB so we don't need to create so
many temp directories

Closes #1792
Closes #1932

---------

Co-authored-by: Weston Pace <weston.pace@gmail.com>
This commit is contained in:
Will Jones
2024-12-13 12:56:44 -08:00
committed by GitHub
parent d83e5a0208
commit 980aa70e2d
23 changed files with 1296 additions and 1324 deletions
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8
docs/src/basic.md
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@@ -141,14 +141,6 @@ recommend switching to stable releases.
--8<-- "python/python/tests/docs/test_basic.py:connect_async"
```
!!! note "Asynchronous Python API"
The asynchronous Python API is new and has some slight differences compared
to the synchronous API. Feel free to start using the asynchronous version.
Once all features have migrated we will start to move the synchronous API to
use the same syntax as the asynchronous API. To help with this migration we
have created a [migration guide](migration.md) detailing the differences.
=== "Typescript[^1]"
=== "@lancedb/lancedb"