Files
langgraph/tests/memory_assert.py
T
Nuno Campos 74a40a895a Make ser/de configurable in checkpointer classes
- Remove pydantic usage from base checkpointer class
- Make serialization configurable for all existing checkpointer classes, you can eg use dill or json instead of pickle
2024-04-12 11:49:29 -07:00

44 lines
1.3 KiB
Python

from collections import defaultdict
from typing import Any
from langgraph.checkpoint.base import (
Checkpoint,
CheckpointAt,
SerializerProtocol,
copy_checkpoint,
)
from langgraph.checkpoint.memory import MemorySaver
class NoopSerializer(SerializerProtocol):
def loads(self, data: bytes) -> Any:
return data
def dumps(self, obj: Any) -> bytes:
return obj
class MemorySaverAssertImmutable(MemorySaver):
serde = NoopSerializer()
at = CheckpointAt.END_OF_STEP
storage_for_copies: defaultdict[str, dict[str, Checkpoint]]
def __init__(
self, *, serde: SerializerProtocol | None = None, at: CheckpointAt | None = None
) -> None:
super().__init__(serde=serde, at=at)
self.storage_for_copies = defaultdict(dict)
def put(self, config: dict, checkpoint: Checkpoint) -> None:
# assert checkpoint hasn't been modified since last written
thread_id = config["configurable"]["thread_id"]
if saved := super().get(config):
assert self.storage_for_copies[thread_id][saved["ts"]] == saved
self.storage_for_copies[thread_id][checkpoint["ts"]] = copy_checkpoint(
checkpoint
)
# call super to write checkpoint
return super().put(config, checkpoint)