Add SqliteSaver

This commit is contained in:
Nuno Campos
2024-02-01 18:12:52 -08:00
parent bbc8fb9d7c
commit 083178d2a6
2 changed files with 133 additions and 0 deletions
+82
View File
@@ -0,0 +1,82 @@
import pickle
import sqlite3
from contextlib import contextmanager
from typing import Optional
from langchain_core.pydantic_v1 import Field
from langchain_core.runnables import RunnableConfig
from langchain_core.runnables.utils import ConfigurableFieldSpec
from langgraph.checkpoint.base import BaseCheckpointSaver, Checkpoint
class SqliteSaver(BaseCheckpointSaver):
conn: sqlite3.Connection
is_setup: bool = Field(False, init=False, repr=False)
class Config:
arbitrary_types_allowed = True
@classmethod
def from_conn_string(cls, conn_string: str) -> "SqliteSaver":
return SqliteSaver(conn=sqlite3.connect(conn_string))
@property
def config_specs(self) -> list[ConfigurableFieldSpec]:
return [
ConfigurableFieldSpec(
id="thread_id",
annotation=str,
name="Thread ID",
description=None,
default="",
is_shared=True,
),
]
def setup(self) -> None:
print("Setting up", self.is_setup)
if self.is_setup:
return
self.conn.executescript(
"""
CREATE TABLE IF NOT EXISTS checkpoints (
thread_id TEXT PRIMARY KEY,
checkpoint BLOB
);
"""
)
self.is_setup = True
@contextmanager
def cursor(self, transaction: bool = True):
self.setup()
cur = self.conn.cursor()
try:
yield cur
finally:
if transaction:
self.conn.commit()
cur.close()
def get(self, config: RunnableConfig) -> Optional[Checkpoint]:
with self.cursor(transaction=False) as cur:
cur.execute(
"SELECT checkpoint FROM checkpoints WHERE thread_id = ?",
(config["configurable"]["thread_id"],),
)
if value := cur.fetchone():
return pickle.loads(value[0])
def put(self, config: RunnableConfig, checkpoint: Checkpoint) -> None:
with self.cursor() as cur:
cur.execute(
"INSERT OR REPLACE INTO checkpoints (thread_id, checkpoint) VALUES (?, ?)",
(
config["configurable"]["thread_id"],
pickle.dumps(checkpoint),
),
)