mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-08-26 17:42:24 +02:00
ci: Enable mypy checks for checkpoint-postgres lib
This commit is contained in:
@@ -41,7 +41,8 @@ lint lint_diff lint_package lint_tests:
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poetry run ruff check .
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[ "$(PYTHON_FILES)" = "" ] || poetry run ruff format $(PYTHON_FILES) --diff
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[ "$(PYTHON_FILES)" = "" ] || poetry run ruff check --select I $(PYTHON_FILES)
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[ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE) || poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE)
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[ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE)
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[ "$(PYTHON_FILES)" = "" ] || poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE)
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format format_diff:
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poetry run ruff format $(PYTHON_FILES)
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@@ -5,7 +5,7 @@ from typing import Any, Iterator, List, Optional, Union
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from langchain_core.runnables import RunnableConfig
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from psycopg import Connection, Cursor, Pipeline
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from psycopg.errors import UndefinedTable
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from psycopg.rows import dict_row
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from psycopg.rows import DictRow, dict_row
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from psycopg.types.json import Jsonb
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from psycopg_pool import ConnectionPool
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@@ -22,9 +22,11 @@ from langgraph.checkpoint.postgres.base import (
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)
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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: Union[Connection, ConnectionPool]) -> Iterator[Connection]:
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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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@@ -39,7 +41,7 @@ class PostgresSaver(BasePostgresSaver):
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def __init__(
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self,
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conn: Union[Connection, ConnectionPool],
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conn: 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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@@ -85,9 +87,13 @@ class PostgresSaver(BasePostgresSaver):
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"""
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with self._cursor() as cur:
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try:
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version = cur.execute(
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row = cur.execute(
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"SELECT v FROM checkpoint_migrations ORDER BY v DESC LIMIT 1"
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).fetchone()["v"]
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).fetchone()
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if row is None:
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version = -1
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else:
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version = row["v"]
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except UndefinedTable:
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version = -1
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for v, migration in zip(
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@@ -212,7 +218,7 @@ class PostgresSaver(BasePostgresSaver):
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checkpoint_id = get_checkpoint_id(config)
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checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
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if checkpoint_id:
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args = (thread_id, checkpoint_ns, checkpoint_id)
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args: tuple[Any, ...] = (thread_id, checkpoint_ns, checkpoint_id)
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where = "WHERE thread_id = %s AND checkpoint_ns = %s AND checkpoint_id = %s"
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else:
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args = (thread_id, checkpoint_ns)
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@@ -306,7 +312,7 @@ class PostgresSaver(BasePostgresSaver):
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self._dump_blobs(
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thread_id,
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checkpoint_ns,
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copy.pop("channel_values"),
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copy.pop("channel_values"), # type: ignore[misc]
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new_versions,
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),
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)
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@@ -356,7 +362,7 @@ class PostgresSaver(BasePostgresSaver):
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)
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@contextmanager
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def _cursor(self, *, pipeline: bool = False) -> Iterator[Cursor]:
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def _cursor(self, *, pipeline: bool = False) -> Iterator[Cursor[DictRow]]:
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with _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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@@ -5,7 +5,7 @@ from typing import Any, AsyncIterator, Iterator, List, Optional, Union
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from langchain_core.runnables import RunnableConfig
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from psycopg import AsyncConnection, AsyncCursor, AsyncPipeline
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from psycopg.errors import UndefinedTable
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from psycopg.rows import dict_row
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from psycopg.rows import DictRow, dict_row
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from psycopg.types.json import Jsonb
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from psycopg_pool import AsyncConnectionPool
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@@ -20,11 +20,13 @@ from langgraph.checkpoint.base import (
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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: Union[AsyncConnection, AsyncConnectionPool],
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) -> AsyncIterator[AsyncConnection]:
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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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@@ -39,7 +41,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
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def __init__(
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self,
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conn: Union[AsyncConnection, AsyncConnectionPool],
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conn: 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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@@ -93,7 +95,11 @@ class AsyncPostgresSaver(BasePostgresSaver):
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results = await cur.execute(
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"SELECT v FROM checkpoint_migrations ORDER BY v DESC LIMIT 1"
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)
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version = (await results.fetchone())["v"]
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row = await results.fetchone()
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if row is None:
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version = -1
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else:
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version = row["v"]
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except UndefinedTable:
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version = -1
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for v, migration in zip(
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@@ -180,7 +186,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
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checkpoint_id = get_checkpoint_id(config)
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checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
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if checkpoint_id:
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args = (thread_id, checkpoint_ns, checkpoint_id)
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args: tuple[Any, ...] = (thread_id, checkpoint_ns, checkpoint_id)
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where = "WHERE thread_id = %s AND checkpoint_ns = %s AND checkpoint_id = %s"
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else:
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args = (thread_id, checkpoint_ns)
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@@ -265,7 +271,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
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self._dump_blobs,
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thread_id,
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checkpoint_ns,
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copy.pop("channel_values"),
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copy.pop("channel_values"), # type: ignore[misc]
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new_versions,
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),
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)
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@@ -314,7 +320,9 @@ class AsyncPostgresSaver(BasePostgresSaver):
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await cur.executemany(query, params)
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@asynccontextmanager
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async def _cursor(self, *, pipeline: bool = False) -> AsyncIterator[AsyncCursor]:
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async def _cursor(
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self, *, pipeline: bool = False
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) -> AsyncIterator[AsyncCursor[DictRow]]:
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async with _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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@@ -1,5 +1,5 @@
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import random
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from typing import Any, List, Optional, Tuple
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from typing import Any, List, Optional, Tuple, cast
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from langchain_core.runnables import RunnableConfig
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from psycopg.types.json import Jsonb
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@@ -7,7 +7,9 @@ from psycopg.types.json import Jsonb
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from langgraph.checkpoint.base import (
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WRITES_IDX_MAP,
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BaseCheckpointSaver,
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ChannelVersions,
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Checkpoint,
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CheckpointMetadata,
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get_checkpoint_id,
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)
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from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
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@@ -122,7 +124,7 @@ INSERT_CHECKPOINT_WRITES_SQL = """
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"""
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class BasePostgresSaver(BaseCheckpointSaver):
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class BasePostgresSaver(BaseCheckpointSaver[str]):
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SELECT_SQL = SELECT_SQL
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MIGRATIONS = MIGRATIONS
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UPSERT_CHECKPOINT_BLOBS_SQL = UPSERT_CHECKPOINT_BLOBS_SQL
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@@ -165,8 +167,8 @@ class BasePostgresSaver(BaseCheckpointSaver):
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thread_id: str,
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checkpoint_ns: str,
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values: dict[str, Any],
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versions: dict[str, str],
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) -> list[tuple[str, str, str, str, str, bytes]]:
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versions: ChannelVersions,
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) -> list[tuple[str, str, str, str, str, Optional[bytes]]]:
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if not versions:
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return []
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@@ -175,7 +177,7 @@ class BasePostgresSaver(BaseCheckpointSaver):
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thread_id,
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checkpoint_ns,
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k,
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ver,
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cast(str, ver),
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*(
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self.serde.dumps_typed(values[k])
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if k in values
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@@ -208,7 +210,7 @@ class BasePostgresSaver(BaseCheckpointSaver):
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checkpoint_id: str,
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task_id: str,
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writes: list[tuple[str, Any]],
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) -> list[tuple[str, str, str, int, str, str, bytes]]:
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) -> list[tuple[str, str, str, str, int, str, str, bytes]]:
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return [
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(
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thread_id,
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@@ -222,10 +224,10 @@ class BasePostgresSaver(BaseCheckpointSaver):
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for idx, (channel, value) in enumerate(writes)
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]
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def _load_metadata(self, metadata: dict[str, Any]) -> dict[str, Any]:
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def _load_metadata(self, metadata: dict[str, Any]) -> CheckpointMetadata:
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return self.jsonplus_serde.loads(self.jsonplus_serde.dumps(metadata))
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def _dump_metadata(self, metadata) -> str:
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def _dump_metadata(self, metadata: CheckpointMetadata) -> str:
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serialized_metadata = self.jsonplus_serde.dumps(metadata)
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return serialized_metadata.decode()
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Generated
+28
-28
@@ -434,38 +434,38 @@ files = [
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[[package]]
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name = "mypy"
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version = "1.11.0"
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version = "1.11.2"
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description = "Optional static typing for Python"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "mypy-1.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a3824187c99b893f90c845bab405a585d1ced4ff55421fdf5c84cb7710995229"},
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{file = "mypy-1.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:96f8dbc2c85046c81bcddc246232d500ad729cb720da4e20fce3b542cab91287"},
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||||
{file = "mypy-1.11.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1a5d8d8dd8613a3e2be3eae829ee891b6b2de6302f24766ff06cb2875f5be9c6"},
|
||||
{file = "mypy-1.11.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:72596a79bbfb195fd41405cffa18210af3811beb91ff946dbcb7368240eed6be"},
|
||||
{file = "mypy-1.11.0-cp310-cp310-win_amd64.whl", hash = "sha256:35ce88b8ed3a759634cb4eb646d002c4cef0a38f20565ee82b5023558eb90c00"},
|
||||
{file = "mypy-1.11.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:98790025861cb2c3db8c2f5ad10fc8c336ed2a55f4daf1b8b3f877826b6ff2eb"},
|
||||
{file = "mypy-1.11.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:25bcfa75b9b5a5f8d67147a54ea97ed63a653995a82798221cca2a315c0238c1"},
|
||||
{file = "mypy-1.11.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0bea2a0e71c2a375c9fa0ede3d98324214d67b3cbbfcbd55ac8f750f85a414e3"},
|
||||
{file = "mypy-1.11.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d2b3d36baac48e40e3064d2901f2fbd2a2d6880ec6ce6358825c85031d7c0d4d"},
|
||||
{file = "mypy-1.11.0-cp311-cp311-win_amd64.whl", hash = "sha256:d8e2e43977f0e09f149ea69fd0556623919f816764e26d74da0c8a7b48f3e18a"},
|
||||
{file = "mypy-1.11.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:1d44c1e44a8be986b54b09f15f2c1a66368eb43861b4e82573026e04c48a9e20"},
|
||||
{file = "mypy-1.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:cea3d0fb69637944dd321f41bc896e11d0fb0b0aa531d887a6da70f6e7473aba"},
|
||||
{file = "mypy-1.11.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a83ec98ae12d51c252be61521aa5731f5512231d0b738b4cb2498344f0b840cd"},
|
||||
{file = "mypy-1.11.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:c7b73a856522417beb78e0fb6d33ef89474e7a622db2653bc1285af36e2e3e3d"},
|
||||
{file = "mypy-1.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:f2268d9fcd9686b61ab64f077be7ffbc6fbcdfb4103e5dd0cc5eaab53a8886c2"},
|
||||
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||||
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|
||||
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|
||||
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|
||||
{file = "mypy-1.11.0-cp38-cp38-win_amd64.whl", hash = "sha256:dbe286303241fea8c2ea5466f6e0e6a046a135a7e7609167b07fd4e7baf151bf"},
|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
{file = "mypy-1.11.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cd953f221ac1379050a8a646585a29574488974f79d8082cedef62744f0a0104"},
|
||||
{file = "mypy-1.11.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:57555a7715c0a34421013144a33d280e73c08df70f3a18a552938587ce9274f4"},
|
||||
{file = "mypy-1.11.2-cp311-cp311-win_amd64.whl", hash = "sha256:36383a4fcbad95f2657642a07ba22ff797de26277158f1cc7bd234821468b1b6"},
|
||||
{file = "mypy-1.11.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:e8960dbbbf36906c5c0b7f4fbf2f0c7ffb20f4898e6a879fcf56a41a08b0d318"},
|
||||
{file = "mypy-1.11.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:06d26c277962f3fb50e13044674aa10553981ae514288cb7d0a738f495550b36"},
|
||||
{file = "mypy-1.11.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6e7184632d89d677973a14d00ae4d03214c8bc301ceefcdaf5c474866814c987"},
|
||||
{file = "mypy-1.11.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:3a66169b92452f72117e2da3a576087025449018afc2d8e9bfe5ffab865709ca"},
|
||||
{file = "mypy-1.11.2-cp312-cp312-win_amd64.whl", hash = "sha256:969ea3ef09617aff826885a22ece0ddef69d95852cdad2f60c8bb06bf1f71f70"},
|
||||
{file = "mypy-1.11.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:37c7fa6121c1cdfcaac97ce3d3b5588e847aa79b580c1e922bb5d5d2902df19b"},
|
||||
{file = "mypy-1.11.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4a8a53bc3ffbd161b5b2a4fff2f0f1e23a33b0168f1c0778ec70e1a3d66deb86"},
|
||||
{file = "mypy-1.11.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2ff93107f01968ed834f4256bc1fc4475e2fecf6c661260066a985b52741ddce"},
|
||||
{file = "mypy-1.11.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:edb91dded4df17eae4537668b23f0ff6baf3707683734b6a818d5b9d0c0c31a1"},
|
||||
{file = "mypy-1.11.2-cp38-cp38-win_amd64.whl", hash = "sha256:ee23de8530d99b6db0573c4ef4bd8f39a2a6f9b60655bf7a1357e585a3486f2b"},
|
||||
{file = "mypy-1.11.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:801ca29f43d5acce85f8e999b1e431fb479cb02d0e11deb7d2abb56bdaf24fd6"},
|
||||
{file = "mypy-1.11.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:af8d155170fcf87a2afb55b35dc1a0ac21df4431e7d96717621962e4b9192e70"},
|
||||
{file = "mypy-1.11.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f7821776e5c4286b6a13138cc935e2e9b6fde05e081bdebf5cdb2bb97c9df81d"},
|
||||
{file = "mypy-1.11.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:539c570477a96a4e6fb718b8d5c3e0c0eba1f485df13f86d2970c91f0673148d"},
|
||||
{file = "mypy-1.11.2-cp39-cp39-win_amd64.whl", hash = "sha256:3f14cd3d386ac4d05c5a39a51b84387403dadbd936e17cb35882134d4f8f0d24"},
|
||||
{file = "mypy-1.11.2-py3-none-any.whl", hash = "sha256:b499bc07dbdcd3de92b0a8b29fdf592c111276f6a12fe29c30f6c417dd546d12"},
|
||||
{file = "mypy-1.11.2.tar.gz", hash = "sha256:7f9993ad3e0ffdc95c2a14b66dee63729f021968bff8ad911867579c65d13a79"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
|
||||
@@ -51,3 +51,13 @@ lint.select = [
|
||||
"I", # isort
|
||||
]
|
||||
lint.ignore = ["E501", "B008", "UP007", "UP006"]
|
||||
|
||||
[tool.mypy]
|
||||
# https://mypy.readthedocs.io/en/stable/config_file.html
|
||||
disallow_untyped_defs = "True"
|
||||
explicit_package_bases = "True"
|
||||
warn_no_return = "False"
|
||||
warn_unused_ignores = "True"
|
||||
warn_redundant_casts = "True"
|
||||
allow_redefinition = "True"
|
||||
disable_error_code = "typeddict-item, return-value"
|
||||
|
||||
@@ -1,13 +1,15 @@
|
||||
from typing import AsyncIterator
|
||||
|
||||
import pytest
|
||||
from psycopg import AsyncConnection
|
||||
from psycopg.errors import UndefinedTable
|
||||
from psycopg.rows import dict_row
|
||||
from psycopg.rows import DictRow, dict_row
|
||||
|
||||
DEFAULT_URI = "postgres://postgres:postgres@localhost:5441/postgres?sslmode=disable"
|
||||
|
||||
|
||||
@pytest.fixture(scope="function")
|
||||
async def conn():
|
||||
async def conn() -> AsyncIterator[AsyncConnection[DictRow]]:
|
||||
async with await AsyncConnection.connect(
|
||||
DEFAULT_URI, autocommit=True, prepare_threshold=0, row_factory=dict_row
|
||||
) as conn:
|
||||
@@ -15,7 +17,7 @@ async def conn():
|
||||
|
||||
|
||||
@pytest.fixture(scope="function", autouse=True)
|
||||
async def clear_test_db(conn):
|
||||
async def clear_test_db(conn: AsyncConnection[DictRow]) -> None:
|
||||
"""Delete all tables before each test."""
|
||||
try:
|
||||
await conn.execute("DELETE FROM checkpoints")
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
from typing import Any
|
||||
|
||||
import pytest
|
||||
from conftest import DEFAULT_URI
|
||||
from conftest import DEFAULT_URI # type: ignore
|
||||
from langchain_core.runnables import RunnableConfig
|
||||
|
||||
from langgraph.checkpoint.base import (
|
||||
@@ -13,7 +15,7 @@ from langgraph.checkpoint.postgres.aio import AsyncPostgresSaver
|
||||
|
||||
class TestAsyncPostgresSaver:
|
||||
@pytest.fixture(autouse=True)
|
||||
async def setup(self):
|
||||
async def setup(self) -> None:
|
||||
# objects for test setup
|
||||
self.config_1: RunnableConfig = {
|
||||
"configurable": {
|
||||
@@ -58,20 +60,20 @@ class TestAsyncPostgresSaver:
|
||||
async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
|
||||
await saver.setup()
|
||||
|
||||
async def test_asearch(self):
|
||||
async def test_asearch(self) -> None:
|
||||
async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
|
||||
await saver.aput(self.config_1, self.chkpnt_1, self.metadata_1, {})
|
||||
await saver.aput(self.config_2, self.chkpnt_2, self.metadata_2, {})
|
||||
await saver.aput(self.config_3, self.chkpnt_3, self.metadata_3, {})
|
||||
|
||||
# call method / assertions
|
||||
query_1: CheckpointMetadata = {"source": "input"} # search by 1 key
|
||||
query_2: CheckpointMetadata = {
|
||||
query_1 = {"source": "input"} # search by 1 key
|
||||
query_2 = {
|
||||
"step": 1,
|
||||
"writes": {"foo": "bar"},
|
||||
} # search by multiple keys
|
||||
query_3: CheckpointMetadata = {} # search by no keys, return all checkpoints
|
||||
query_4: CheckpointMetadata = {"source": "update", "step": 1} # no match
|
||||
query_3: dict[str, Any] = {} # search by no keys, return all checkpoints
|
||||
query_4 = {"source": "update", "step": 1} # no match
|
||||
|
||||
search_results_1 = [c async for c in saver.alist(None, filter=query_1)]
|
||||
assert len(search_results_1) == 1
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
from typing import Any
|
||||
|
||||
import pytest
|
||||
from conftest import DEFAULT_URI
|
||||
from conftest import DEFAULT_URI # type: ignore
|
||||
from langchain_core.runnables import RunnableConfig
|
||||
|
||||
from langgraph.checkpoint.base import (
|
||||
@@ -13,7 +15,7 @@ from langgraph.checkpoint.postgres import PostgresSaver
|
||||
|
||||
class TestPostgresSaver:
|
||||
@pytest.fixture(autouse=True)
|
||||
def setup(self):
|
||||
def setup(self) -> None:
|
||||
# objects for test setup
|
||||
self.config_1: RunnableConfig = {
|
||||
"configurable": {
|
||||
@@ -58,7 +60,7 @@ class TestPostgresSaver:
|
||||
with PostgresSaver.from_conn_string(DEFAULT_URI) as saver:
|
||||
saver.setup()
|
||||
|
||||
def test_search(self):
|
||||
def test_search(self) -> None:
|
||||
with PostgresSaver.from_conn_string(DEFAULT_URI) as saver:
|
||||
# save checkpoints
|
||||
saver.put(self.config_1, self.chkpnt_1, self.metadata_1, {})
|
||||
@@ -66,13 +68,13 @@ class TestPostgresSaver:
|
||||
saver.put(self.config_3, self.chkpnt_3, self.metadata_3, {})
|
||||
|
||||
# call method / assertions
|
||||
query_1: CheckpointMetadata = {"source": "input"} # search by 1 key
|
||||
query_2: CheckpointMetadata = {
|
||||
query_1 = {"source": "input"} # search by 1 key
|
||||
query_2 = {
|
||||
"step": 1,
|
||||
"writes": {"foo": "bar"},
|
||||
} # search by multiple keys
|
||||
query_3: CheckpointMetadata = {} # search by no keys, return all checkpoints
|
||||
query_4: CheckpointMetadata = {"source": "update", "step": 1} # no match
|
||||
query_3: dict[str, Any] = {} # search by no keys, return all checkpoints
|
||||
query_4 = {"source": "update", "step": 1} # no match
|
||||
|
||||
search_results_1 = list(saver.list(None, filter=query_1))
|
||||
assert len(search_results_1) == 1
|
||||
|
||||
Reference in New Issue
Block a user