mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-09-09 11:17:53 +02:00
Dedup store batch operations (#2534)
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@@ -6,6 +6,9 @@ from langgraph.store.base import (
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BaseStore,
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GetOp,
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Item,
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ListNamespacesOp,
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MatchCondition,
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NameSpacePath,
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Op,
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PutOp,
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SearchOp,
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@@ -68,6 +71,74 @@ class AsyncBatchedBaseStore(BaseStore):
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self._aqueue[fut] = PutOp(namespace, key, None)
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return await fut
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async def alist_namespaces(
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self,
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*,
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prefix: Optional[NameSpacePath] = None,
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suffix: Optional[NameSpacePath] = None,
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max_depth: Optional[int] = None,
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limit: int = 100,
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offset: int = 0,
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) -> list[tuple[str, ...]]:
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fut = self._loop.create_future()
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match_conditions = []
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if prefix:
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match_conditions.append(MatchCondition(match_type="prefix", path=prefix))
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if suffix:
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match_conditions.append(MatchCondition(match_type="suffix", path=suffix))
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op = ListNamespacesOp(
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match_conditions=tuple(match_conditions),
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max_depth=max_depth,
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limit=limit,
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offset=offset,
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)
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self._aqueue[fut] = op
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return await fut
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def _dedupe_ops(values: list[Op]) -> tuple[Optional[list[int]], list[Op]]:
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"""Dedupe operations while preserving order for results.
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Args:
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values: List of operations to dedupe
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Returns:
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Tuple of (listen indices, deduped operations)
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where listen indices map deduped operation results back to original positions
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"""
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if len(values) <= 1:
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return None, list(values)
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dedupped: list[Op] = []
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listen: list[int] = []
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puts: dict[tuple[tuple[str, ...], str], int] = {}
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for op in values:
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if isinstance(op, (GetOp, SearchOp, ListNamespacesOp)):
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try:
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listen.append(dedupped.index(op))
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except ValueError:
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listen.append(len(dedupped))
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dedupped.append(op)
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elif isinstance(op, PutOp):
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putkey = (op.namespace, op.key)
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if putkey in puts:
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# Overwrite previous put
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ix = puts[putkey]
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dedupped[ix] = op
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listen.append(ix)
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else:
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puts[putkey] = len(dedupped)
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listen.append(len(dedupped))
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dedupped.append(op)
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else: # Any new ops will be treated regularly
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listen.append(len(dedupped))
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dedupped.append(op)
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return listen, dedupped
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async def _run(
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aqueue: dict[asyncio.Future, Op], store: weakref.ReferenceType[BaseStore]
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@@ -81,7 +152,12 @@ async def _run(
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taken = aqueue.copy()
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# action each operation
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try:
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results = await s.abatch(taken.values())
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values = list(taken.values())
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listen, dedupped = _dedupe_ops(values)
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results = await s.abatch(dedupped)
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if listen is not None:
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results = [results[ix] for ix in listen]
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# set the results of each operation
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for fut, result in zip(taken, results):
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fut.set_result(result)
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@@ -10,6 +10,18 @@ from langgraph.store.base.batch import AsyncBatchedBaseStore
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from langgraph.store.memory import InMemoryStore
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class MockAsyncBatchedStore(AsyncBatchedBaseStore):
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def __init__(self) -> None:
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super().__init__()
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self._store = InMemoryStore()
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def batch(self, ops: Iterable[Op]) -> list[Result]:
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return self._store.batch(ops)
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async def abatch(self, ops: Iterable[Op]) -> list[Result]:
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return self._store.batch(ops)
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async def test_async_batch_store(mocker: MockerFixture) -> None:
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abatch = mocker.stub()
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@@ -313,17 +325,6 @@ async def test_cannot_put_empty_namespace() -> None:
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store.delete(("langgraph", "foo"), "bar")
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assert store.get(("langgraph", "foo"), "bar") is None
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class MockAsyncBatchedStore(AsyncBatchedBaseStore):
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def __init__(self) -> None:
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super().__init__()
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self._store = InMemoryStore()
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def batch(self, ops: Iterable[Op]) -> list[Result]:
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return self._store.batch(ops)
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async def abatch(self, ops: Iterable[Op]) -> list[Result]:
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return self._store.batch(ops)
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async_store = MockAsyncBatchedStore()
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doc = {"foo": "bar"}
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@@ -354,3 +355,68 @@ async def test_cannot_put_empty_namespace() -> None:
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assert (await async_store.asearch(("valid", "namespace")))[0].value == doc
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await async_store.adelete(("valid", "namespace"), "key")
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assert (await async_store.aget(("valid", "namespace"), "key")) is None
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async def test_async_batch_store_deduplication(mocker: MockerFixture) -> None:
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abatch = mocker.spy(InMemoryStore, "batch")
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store = MockAsyncBatchedStore()
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same_doc = {"value": "same"}
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diff_doc = {"value": "different"}
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await asyncio.gather(
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store.aput(namespace=("test",), key="same", value=same_doc),
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store.aput(namespace=("test",), key="different", value=diff_doc),
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)
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abatch.reset_mock()
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results = await asyncio.gather(
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store.aget(namespace=("test",), key="same"),
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store.aget(namespace=("test",), key="same"),
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store.aget(namespace=("test",), key="different"),
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)
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assert len(results) == 3
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assert results[0] == results[1]
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assert results[0] != results[2]
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assert results[0].value == same_doc # type: ignore
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assert results[2].value == diff_doc # type: ignore
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assert len(abatch.call_args_list) == 1
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ops = list(abatch.call_args_list[0].args[1])
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assert len(ops) == 2
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assert GetOp(("test",), "same") in ops
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assert GetOp(("test",), "different") in ops
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abatch.reset_mock()
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doc1 = {"value": 1}
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doc2 = {"value": 2}
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results = await asyncio.gather(
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store.aput(namespace=("test",), key="key", value=doc1),
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store.aput(namespace=("test",), key="key", value=doc2),
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)
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assert len(abatch.call_args_list) == 1
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ops = list(abatch.call_args_list[0].args[1])
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assert len(ops) == 1
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assert ops[0] == PutOp(("test",), "key", doc2)
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assert len(results) == 2
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assert all(result is None for result in results)
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result = await store.aget(namespace=("test",), key="key")
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assert result is not None
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assert result.value == doc2
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abatch.reset_mock()
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results = await asyncio.gather(
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store.asearch(("test",), filter={"value": 2}),
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store.asearch(("test",), filter={"value": 2}),
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)
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assert len(abatch.call_args_list) == 1
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ops = list(abatch.call_args_list[0].args[1])
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assert len(ops) == 1
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assert len(results) == 2
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assert results[0] == results[1]
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assert len(results[0]) == 1
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assert results[0][0].value == doc2
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abatch.reset_mock()
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