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fix: Fix race condition in PostgresSaver (#2494)
Signed-off-by: Tyler Ball <tyleraball@gmail.com> Co-authored-by: Phoenix Logan <plogan@chanzuckerberg.com> Co-authored-by: Tyler Ball <2481463+tyler-ball@users.noreply.github.com>
This commit is contained in:
co-authored by
Phoenix Logan
Tyler Ball
parent
328ef609af
commit
98935e1ffd
@@ -1,6 +1,6 @@
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import threading
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from contextlib import contextmanager
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from typing import Any, Iterator, Optional, Sequence, Union
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from typing import Any, Iterator, Optional, Sequence
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from langchain_core.runnables import RunnableConfig
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from psycopg import Capabilities, Connection, Cursor, Pipeline
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@@ -17,21 +17,11 @@ from langgraph.checkpoint.base import (
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CheckpointTuple,
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get_checkpoint_id,
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)
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from langgraph.checkpoint.postgres import _internal
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from langgraph.checkpoint.postgres.base import BasePostgresSaver
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from langgraph.checkpoint.serde.base import SerializerProtocol
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Conn = Union[Connection[DictRow], ConnectionPool[Connection[DictRow]]]
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@contextmanager
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def _get_connection(conn: Conn) -> Iterator[Connection[DictRow]]:
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if isinstance(conn, Connection):
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yield conn
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elif isinstance(conn, ConnectionPool):
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with conn.connection() as conn:
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yield conn
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else:
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raise TypeError(f"Invalid connection type: {type(conn)}")
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Conn = _internal.Conn # For backward compatibility
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class PostgresSaver(BasePostgresSaver):
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@@ -39,7 +29,7 @@ class PostgresSaver(BasePostgresSaver):
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def __init__(
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self,
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conn: Conn,
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conn: _internal.Conn,
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pipe: Optional[Pipeline] = None,
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serde: Optional[SerializerProtocol] = None,
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) -> None:
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@@ -73,9 +63,9 @@ class PostgresSaver(BasePostgresSaver):
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) as conn:
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if pipeline:
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with conn.pipeline() as pipe:
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yield PostgresSaver(conn, pipe)
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yield cls(conn, pipe)
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else:
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yield PostgresSaver(conn)
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yield cls(conn)
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def setup(self) -> None:
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"""Set up the checkpoint database asynchronously.
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@@ -373,7 +363,7 @@ class PostgresSaver(BasePostgresSaver):
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Will be applied regardless of whether the PostgresSaver instance was initialized with a pipeline.
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If pipeline mode is not supported, will fall back to using transaction context manager.
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"""
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with _get_connection(self.conn) as conn:
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with _internal.get_connection(self.conn) as conn:
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if self.pipe:
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# a connection in pipeline mode can be used concurrently
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# in multiple threads/coroutines, but only one cursor can be
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@@ -403,4 +393,4 @@ class PostgresSaver(BasePostgresSaver):
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yield cur
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__all__ = ["PostgresSaver", "Conn"]
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__all__ = ["PostgresSaver", "BasePostgresSaver", "Conn"]
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@@ -0,0 +1,23 @@
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"""Shared async utility functions for the Postgres checkpoint & storage classes."""
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from contextlib import asynccontextmanager
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from typing import AsyncIterator, Union
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from psycopg import AsyncConnection
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from psycopg.rows import DictRow
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from psycopg_pool import AsyncConnectionPool
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Conn = Union[AsyncConnection[DictRow], AsyncConnectionPool[AsyncConnection[DictRow]]]
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@asynccontextmanager
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async def get_connection(
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conn: Conn,
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) -> AsyncIterator[AsyncConnection[DictRow]]:
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if isinstance(conn, AsyncConnection):
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yield conn
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elif isinstance(conn, AsyncConnectionPool):
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async with conn.connection() as conn:
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yield conn
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else:
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raise TypeError(f"Invalid connection type: {type(conn)}")
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@@ -0,0 +1,21 @@
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"""Shared utility functions for the Postgres checkpoint & storage classes."""
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from contextlib import contextmanager
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from typing import Iterator, Union
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from psycopg import Connection
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from psycopg.rows import DictRow
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from psycopg_pool import ConnectionPool
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Conn = Union[Connection[DictRow], ConnectionPool[Connection[DictRow]]]
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@contextmanager
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def get_connection(conn: Conn) -> Iterator[Connection[DictRow]]:
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if isinstance(conn, Connection):
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yield conn
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elif isinstance(conn, ConnectionPool):
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with conn.connection() as conn:
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yield conn
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else:
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raise TypeError(f"Invalid connection type: {type(conn)}")
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@@ -1,6 +1,6 @@
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import asyncio
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from contextlib import asynccontextmanager
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from typing import Any, AsyncIterator, Iterator, Optional, Sequence, Union
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from typing import Any, AsyncIterator, Iterator, Optional, Sequence
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from langchain_core.runnables import RunnableConfig
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from psycopg import AsyncConnection, AsyncCursor, AsyncPipeline, Capabilities
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@@ -17,23 +17,11 @@ from langgraph.checkpoint.base import (
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CheckpointTuple,
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get_checkpoint_id,
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)
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from langgraph.checkpoint.postgres import _ainternal
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from langgraph.checkpoint.postgres.base import BasePostgresSaver
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from langgraph.checkpoint.serde.base import SerializerProtocol
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Conn = Union[AsyncConnection[DictRow], AsyncConnectionPool[AsyncConnection[DictRow]]]
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@asynccontextmanager
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async def _get_connection(
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conn: Conn,
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) -> AsyncIterator[AsyncConnection[DictRow]]:
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if isinstance(conn, AsyncConnection):
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yield conn
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elif isinstance(conn, AsyncConnectionPool):
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async with conn.connection() as conn:
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yield conn
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else:
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raise TypeError(f"Invalid connection type: {type(conn)}")
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Conn = _ainternal.Conn # For backward compatibility
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class AsyncPostgresSaver(BasePostgresSaver):
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@@ -41,7 +29,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
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def __init__(
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self,
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conn: Conn,
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conn: _ainternal.Conn,
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pipe: Optional[AsyncPipeline] = None,
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serde: Optional[SerializerProtocol] = None,
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) -> None:
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@@ -80,9 +68,9 @@ class AsyncPostgresSaver(BasePostgresSaver):
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) as conn:
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if pipeline:
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async with conn.pipeline() as pipe:
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yield AsyncPostgresSaver(conn=conn, pipe=pipe, serde=serde)
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yield cls(conn=conn, pipe=pipe, serde=serde)
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else:
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yield AsyncPostgresSaver(conn=conn, serde=serde)
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yield cls(conn=conn, serde=serde)
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async def setup(self) -> None:
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"""Set up the checkpoint database asynchronously.
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@@ -157,15 +145,17 @@ class AsyncPostgresSaver(BasePostgresSaver):
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value["pending_sends"],
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),
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self._load_metadata(value["metadata"]),
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{
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"configurable": {
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"thread_id": value["thread_id"],
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"checkpoint_ns": value["checkpoint_ns"],
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"checkpoint_id": value["parent_checkpoint_id"],
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(
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{
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"configurable": {
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"thread_id": value["thread_id"],
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"checkpoint_ns": value["checkpoint_ns"],
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"checkpoint_id": value["parent_checkpoint_id"],
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}
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}
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}
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if value["parent_checkpoint_id"]
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else None,
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if value["parent_checkpoint_id"]
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else None
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),
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await asyncio.to_thread(self._load_writes, value["pending_writes"]),
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)
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@@ -216,15 +206,17 @@ class AsyncPostgresSaver(BasePostgresSaver):
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value["pending_sends"],
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),
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self._load_metadata(value["metadata"]),
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{
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"configurable": {
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"thread_id": thread_id,
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"checkpoint_ns": checkpoint_ns,
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"checkpoint_id": value["parent_checkpoint_id"],
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(
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{
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"configurable": {
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"thread_id": thread_id,
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"checkpoint_ns": checkpoint_ns,
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"checkpoint_id": value["parent_checkpoint_id"],
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}
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}
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}
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if value["parent_checkpoint_id"]
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else None,
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if value["parent_checkpoint_id"]
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else None
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),
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await asyncio.to_thread(self._load_writes, value["pending_writes"]),
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)
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@@ -331,7 +323,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
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Will be applied regardless of whether the AsyncPostgresSaver instance was initialized with a pipeline.
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If pipeline mode is not supported, will fall back to using transaction context manager.
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"""
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async with _get_connection(self.conn) as conn:
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async with _ainternal.get_connection(self.conn) as conn:
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if self.pipe:
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# a connection in pipeline mode can be used concurrently
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# in multiple threads/coroutines, but only one cursor can be
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@@ -467,3 +459,6 @@ class AsyncPostgresSaver(BasePostgresSaver):
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return asyncio.run_coroutine_threadsafe(
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self.aput_writes(config, writes, task_id), self.loop
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).result()
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__all__ = ["AsyncPostgresSaver", "Conn"]
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