diff --git a/python/pyproject.toml b/python/pyproject.toml index eadcaae..0c32ad3 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -43,7 +43,7 @@ build-backend = "maturin" [project.optional-dependencies] # `moto[server]` pulls in flask + flask-cors so moto.server can be launched # as a subprocess for the S3 integration tests. -tests = ["pytest", "ruff", "moto[s3,server]", "boto3", "botocore"] +tests = ["pytest", "pytest-asyncio", "ruff", "moto[s3,server]", "boto3", "botocore"] dev = ["ruff", "pyright"] [tool.ruff] diff --git a/python/python/lance_context/__init__.py b/python/python/lance_context/__init__.py index 3fafd00..a73a265 100644 --- a/python/python/lance_context/__init__.py +++ b/python/python/lance_context/__init__.py @@ -1,5 +1,9 @@ from __future__ import annotations -from .api import Context, __version__ # pyright: ignore[reportMissingImports] +from .api import ( # pyright: ignore[reportMissingImports] + AsyncContext, + Context, + __version__, +) -__all__ = ["Context", "__version__"] +__all__ = ["AsyncContext", "Context", "__version__"] diff --git a/python/python/lance_context/api.py b/python/python/lance_context/api.py index 5e7161b..8379086 100644 --- a/python/python/lance_context/api.py +++ b/python/python/lance_context/api.py @@ -1,5 +1,6 @@ from __future__ import annotations +import asyncio import warnings from datetime import datetime from io import BytesIO @@ -8,7 +9,7 @@ from ._internal import Context as _Context # pyright: ignore[reportMissingImports] from ._internal import version as _version # pyright: ignore[reportMissingImports] -__all__ = ["Context", "__version__"] +__all__ = ["AsyncContext", "Context", "__version__"] __version__ = _version() @@ -450,3 +451,119 @@ def _from_inner(cls, inner: _Context) -> Context: obj = cls.__new__(cls) obj._inner = inner return obj + + +class AsyncContext: + """Async wrapper around :class:`Context`. + + Every I/O method is dispatched to a thread-pool executor via + :func:`asyncio.get_running_loop().run_in_executor`. The underlying Rust + code releases the GIL during I/O, so the executor thread is only occupied + briefly for the Python ↔ Rust boundary crossing. + + Usage:: + + ctx = await AsyncContext.create("/tmp/context.lance") + await ctx.add("user", "hello") + results = await ctx.list() + """ + + def __init__(self, sync_ctx: Context) -> None: + self._sync = sync_ctx + + @classmethod + async def create( + cls, + uri: str, + **kwargs: Any, + ) -> AsyncContext: + loop = asyncio.get_running_loop() + sync_ctx = await loop.run_in_executor( + None, lambda: Context.create(uri, **kwargs) + ) + return cls(sync_ctx) + + def uri(self) -> str: + return self._sync.uri() + + def branch(self) -> str: + return self._sync.branch() + + def entries(self) -> int: + return self._sync.entries() + + def version(self) -> int: + return self._sync.version() + + async def add( + self, + role: str, + content: Any, + content_type: str | None = None, + data_type: str | None = None, + embedding: list[float] | None = None, + bot_id: str | None = None, + session_id: str | None = None, + ) -> None: + loop = asyncio.get_running_loop() + await loop.run_in_executor( + None, + lambda: self._sync.add( + role, + content, + content_type=content_type, + data_type=data_type, + embedding=embedding, + bot_id=bot_id, + session_id=session_id, + ), + ) + + def snapshot(self, label: str | None = None) -> str: + return self._sync.snapshot(label) + + def fork(self, branch_name: str) -> AsyncContext: + sync_fork = self._sync.fork(branch_name) + return AsyncContext(sync_fork) + + async def checkout(self, version_id: int | str) -> None: + loop = asyncio.get_running_loop() + await loop.run_in_executor(None, lambda: self._sync.checkout(version_id)) + + async def search( + self, query: Any, limit: int | None = None + ) -> list[dict[str, Any]]: + loop = asyncio.get_running_loop() + return await loop.run_in_executor(None, lambda: self._sync.search(query, limit)) + + async def list( + self, limit: int | None = None, offset: int | None = None + ) -> list[dict[str, Any]]: + loop = asyncio.get_running_loop() + return await loop.run_in_executor(None, lambda: self._sync.list(limit, offset)) + + async def compact( + self, + *, + target_rows_per_fragment: int | None = None, + materialize_deletions: bool = True, + ) -> dict[str, int]: + loop = asyncio.get_running_loop() + return await loop.run_in_executor( + None, + lambda: self._sync.compact( + target_rows_per_fragment=target_rows_per_fragment, + materialize_deletions=materialize_deletions, + ), + ) + + async def compaction_stats(self) -> dict[str, Any]: + loop = asyncio.get_running_loop() + return await loop.run_in_executor(None, self._sync.compaction_stats) + + def __repr__(self) -> str: + return ( + f"AsyncContext(uri={self._sync.uri()!r}, " + f"branch={self._sync.branch()!r}, " + f"entries={self._sync.entries()})" + ) diff --git a/python/tests/test_async.py b/python/tests/test_async.py new file mode 100644 index 0000000..a9c0222 --- /dev/null +++ b/python/tests/test_async.py @@ -0,0 +1,138 @@ +"""Tests for AsyncContext wrapper.""" + +from __future__ import annotations + +from typing import TYPE_CHECKING + +import pytest + +if TYPE_CHECKING: + from pathlib import Path + +from lance_context import AsyncContext + + +@pytest.mark.asyncio +async def test_create_and_add(tmp_path: Path) -> None: + uri = str(tmp_path / "ctx.lance") + ctx = await AsyncContext.create(uri) + + await ctx.add("user", "hello") + await ctx.add("assistant", "hi there") + + assert ctx.entries() == 2 + assert ctx.uri() == uri + + +@pytest.mark.asyncio +async def test_list(tmp_path: Path) -> None: + uri = str(tmp_path / "ctx.lance") + ctx = await AsyncContext.create(uri) + + for i in range(5): + await ctx.add("user", f"msg-{i}") + + results = await ctx.list() + assert len(results) == 5 + texts = {r["text"] for r in results} + for i in range(5): + assert f"msg-{i}" in texts + + +@pytest.mark.asyncio +async def test_list_with_limit_and_offset(tmp_path: Path) -> None: + uri = str(tmp_path / "ctx.lance") + ctx = await AsyncContext.create(uri) + + for i in range(10): + await ctx.add("user", f"msg-{i}") + + page = await ctx.list(limit=3, offset=2) + assert len(page) == 3 + + +@pytest.mark.asyncio +async def test_compact(tmp_path: Path) -> None: + uri = str(tmp_path / "ctx.lance") + ctx = await AsyncContext.create(uri) + + for i in range(10): + await ctx.add("user", f"entry-{i}") + + metrics = await ctx.compact() + assert isinstance(metrics, dict) + assert "fragments_removed" in metrics + + +@pytest.mark.asyncio +async def test_compaction_stats(tmp_path: Path) -> None: + uri = str(tmp_path / "ctx.lance") + ctx = await AsyncContext.create(uri) + await ctx.add("user", "hello") + + stats = await ctx.compaction_stats() + assert isinstance(stats, dict) + assert "total_fragments" in stats + + +@pytest.mark.asyncio +async def test_snapshot_and_checkout(tmp_path: Path) -> None: + uri = str(tmp_path / "ctx.lance") + ctx = await AsyncContext.create(uri) + + await ctx.add("user", "v1") + v1 = ctx.version() + + await ctx.add("user", "v2") + assert ctx.entries() == 2 + + await ctx.checkout(v1) + + +@pytest.mark.asyncio +async def test_fork(tmp_path: Path) -> None: + uri = str(tmp_path / "ctx.lance") + ctx = await AsyncContext.create(uri) + + await ctx.add("user", "main-msg") + forked = ctx.fork("experiment") + + assert forked.branch() == "experiment" + assert isinstance(forked, AsyncContext) + + +@pytest.mark.asyncio +async def test_search(tmp_path: Path) -> None: + uri = str(tmp_path / "ctx.lance") + ctx = await AsyncContext.create(uri) + + dim = 1536 + emb_a = [1.0] + [0.0] * (dim - 1) + emb_b = [0.0] + [1.0] + [0.0] * (dim - 2) + + await ctx.add("user", "hello", embedding=emb_a) + await ctx.add("user", "world", embedding=emb_b) + + results = await ctx.search(emb_a, limit=1) + assert len(results) == 1 + assert results[0]["text"] == "hello" + + +@pytest.mark.asyncio +async def test_repr(tmp_path: Path) -> None: + uri = str(tmp_path / 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