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fix(checkpoint): handle metadata.writes when serializing old checkpoints with Jsonb (#6236)
Issue Support for `Checkpoint.metadata.writes` was dropped in `langgraph` v0.5.x. In `langgraph-checkpoint-postgres` v2.0.23, metadata was serialized with `BasePostgresSaver._dump_metadata` -> `JsonPlusSerializer.dumps` which handles `pydantic.BaseModel`. In v2.0.23, metadata is serialized with `psycopg.types.json.Jsonb`, which raises `TypeError: Object of type AIMessage is not JSON serializable` when trying to serialize `writes`. Solution - Add `BaseCheckpointSaver.get_serializable_checkpoint_metadata` which pops the `writes` key. - Log deprecation warning when strange version combinations are used Solves https://github.com/langchain-ai/langgraph/issues/5769 --------- Co-authored-by: Alex Kondratev <56111142+soapun@users.noreply.github.com>
This commit is contained in:
co-authored by
Alex Kondratev
parent
b0958115c1
commit
1ba96f49bf
@@ -14,7 +14,7 @@ from langgraph.checkpoint.base import (
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CheckpointMetadata,
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CheckpointTuple,
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get_checkpoint_id,
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get_checkpoint_metadata,
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get_serializable_checkpoint_metadata,
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)
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from langgraph.checkpoint.serde.base import SerializerProtocol
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from psycopg import Capabilities, Connection, Cursor, Pipeline
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@@ -325,7 +325,7 @@ class PostgresSaver(BasePostgresSaver):
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checkpoint["id"],
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checkpoint_id,
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Jsonb(copy),
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Jsonb(get_checkpoint_metadata(config, metadata)),
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Jsonb(get_serializable_checkpoint_metadata(config, metadata)),
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),
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)
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return next_config
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@@ -14,7 +14,7 @@ from langgraph.checkpoint.base import (
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CheckpointMetadata,
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CheckpointTuple,
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get_checkpoint_id,
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get_checkpoint_metadata,
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get_serializable_checkpoint_metadata,
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)
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from langgraph.checkpoint.serde.base import SerializerProtocol
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from psycopg import AsyncConnection, AsyncCursor, AsyncPipeline, Capabilities
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@@ -283,7 +283,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
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checkpoint["id"],
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checkpoint_id,
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Jsonb(copy),
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Jsonb(get_checkpoint_metadata(config, metadata)),
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Jsonb(get_serializable_checkpoint_metadata(config, metadata)),
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),
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)
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return next_config
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@@ -1,7 +1,9 @@
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from __future__ import annotations
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import random
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import warnings
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from collections.abc import Sequence
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from importlib.metadata import version as get_version
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from typing import Any, Optional, cast
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from langchain_core.runnables import RunnableConfig
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@@ -16,6 +18,18 @@ from psycopg.types.json import Jsonb
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MetadataInput = Optional[dict[str, Any]]
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try:
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major, minor = get_version("langgraph").split(".")[:2]
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if int(major) == 0 and int(minor) < 5:
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warnings.warn(
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"You're using incompatible versions of langgraph and checkpoint-postgres. Please upgrade langgraph to avoid unexpected behavior.",
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DeprecationWarning,
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stacklevel=2,
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)
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except Exception:
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# skip version check if running from source
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pass
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"""
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To add a new migration, add a new string to the MIGRATIONS list.
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The position of the migration in the list is the version number.
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@@ -12,7 +12,7 @@ from langgraph.checkpoint.base import (
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Checkpoint,
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CheckpointMetadata,
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CheckpointTuple,
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get_checkpoint_metadata,
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get_serializable_checkpoint_metadata,
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)
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from langgraph.checkpoint.serde.base import SerializerProtocol
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from langgraph.checkpoint.serde.types import TASKS
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@@ -441,7 +441,7 @@ class ShallowPostgresSaver(BasePostgresSaver):
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thread_id,
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checkpoint_ns,
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Jsonb(copy),
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Jsonb(get_checkpoint_metadata(config, metadata)),
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Jsonb(get_serializable_checkpoint_metadata(config, metadata)),
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),
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)
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return next_config
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@@ -774,7 +774,7 @@ class AsyncShallowPostgresSaver(BasePostgresSaver):
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thread_id,
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checkpoint_ns,
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Jsonb(copy),
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Jsonb(get_checkpoint_metadata(config, metadata)),
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Jsonb(get_serializable_checkpoint_metadata(config, metadata)),
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),
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)
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return next_config
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@@ -187,13 +187,11 @@ def test_data():
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metadata_1: CheckpointMetadata = {
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"source": "input",
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"step": 2,
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"writes": {},
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"score": 1,
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}
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metadata_2: CheckpointMetadata = {
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"source": "loop",
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"step": 1,
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"writes": {"foo": "bar"},
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"score": None,
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}
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metadata_3: CheckpointMetadata = {}
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@@ -220,7 +218,6 @@ async def test_combined_metadata(saver_name: str, test_data) -> None:
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metadata: CheckpointMetadata = {
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"source": "loop",
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"step": 1,
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"writes": {"foo": "bar"},
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"score": None,
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}
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await saver.aput(config, chkpnt, metadata, {})
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@@ -246,7 +243,6 @@ async def test_asearch(saver_name: str, test_data) -> None:
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query_1 = {"source": "input"} # search by 1 key
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query_2 = {
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"step": 1,
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"writes": {"foo": "bar"},
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} # search by multiple keys
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query_3: dict[str, Any] = {} # search by no keys, return all checkpoints
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query_4 = {"source": "update", "step": 1} # no match
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@@ -169,13 +169,11 @@ def test_data():
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metadata_1: CheckpointMetadata = {
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"source": "input",
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"step": 2,
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"writes": {},
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"score": 1,
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}
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metadata_2: CheckpointMetadata = {
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"source": "loop",
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"step": 1,
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"writes": {"foo": "bar"},
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"score": None,
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}
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metadata_3: CheckpointMetadata = {}
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@@ -202,7 +200,6 @@ def test_combined_metadata(saver_name: str, test_data) -> None:
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metadata: CheckpointMetadata = {
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"source": "loop",
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"step": 1,
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"writes": {"foo": "bar"},
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"score": None,
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}
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saver.put(config, chkpnt, metadata, {})
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@@ -228,7 +225,6 @@ def test_search(saver_name: str, test_data) -> None:
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query_1 = {"source": "input"} # search by 1 key
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query_2 = {
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"step": 1,
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"writes": {"foo": "bar"},
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} # search by multiple keys
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query_3: dict[str, Any] = {} # search by no keys, return all checkpoints
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query_4 = {"source": "update", "step": 1} # no match
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@@ -404,6 +404,16 @@ def get_checkpoint_metadata(
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return metadata
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def get_serializable_checkpoint_metadata(
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config: RunnableConfig, metadata: CheckpointMetadata
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) -> CheckpointMetadata:
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"""Get checkpoint metadata in a backwards-compatible manner."""
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checkpoint_metadata = get_checkpoint_metadata(config, metadata)
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if "writes" in checkpoint_metadata:
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checkpoint_metadata.pop("writes")
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return checkpoint_metadata
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"""
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Mapping from error type to error index.
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Regular writes just map to their index in the list of writes being saved.
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