langgraph-checkpoint-oceanbase 2.0.17

Library with a OceanBase MySQL Mode implementation of LangGraph checkpoint saver.

LangGraph Checkpoint MySQL

Implementation of LangGraph CheckpointSaver that uses MySQL.

[!TIP] The code in this repository tries to mimic the code in langgraph-checkpoint-postgres as much as possible to enable keeping in sync with the official checkpointer implementation.

[!NOTE] In order to keep the queries close to the Postgres queries, we use features that require MySQL >= 8.0.19 or MariaDB >= 10.7.1.

Dependencies

• To use synchronous PyMySQLSaver, install langgraph-checkpoint-mysql[pymysql].
• To use asynchronous AIOMySQLSaver, install langgraph-checkpoint-mysql[aiomysql].
• To use asynchronous AsyncMySaver, install langgraph-checkpoint-mysql[asyncmy].

There is currently no support for other drivers.

Usage

[!IMPORTANT] When using MySQL checkpointers for the first time, make sure to call .setup() method on them to create required tables. See example below.

[!IMPORTANT] When manually creating MySQL connections and passing them to PyMySQLSaver or AIOMySQLSaver, make sure to include autocommit=True.

Why this parameter is required:

• autocommit=True: Required for the .setup() method to properly commit the checkpoint tables to the database. Without this, table creation may not be persisted.

from langgraph.checkpoint.mysql.pymysql import PyMySQLSaver

write_config = {"configurable": {"thread_id": "1", "checkpoint_ns": ""}}
read_config = {"configurable": {"thread_id": "1"}}

DB_URI = "mysql://mysql:mysql@localhost:3306/mysql"
with PyMySQLSaver.from_conn_string(DB_URI) as checkpointer:
    # call .setup() the first time you're using the checkpointer
    checkpointer.setup()
    checkpoint = {
        "v": 4,
        "ts": "2024-07-31T20:14:19.804150+00:00",
        "id": "1ef4f797-8335-6428-8001-8a1503f9b875",
        "channel_values": {
            "my_key": "meow",
            "node": "node"
        },
        "channel_versions": {
            "__start__": 2,
            "my_key": 3,
            "start:node": 3,
            "node": 3
        },
        "versions_seen": {
            "__input__": {},
            "__start__": {
            "__start__": 1
            },
            "node": {
            "start:node": 2
            }
        },
    }

    # store checkpoint
    checkpointer.put(write_config, checkpoint, {}, {})

    # load checkpoint
    checkpointer.get(read_config)

    # list checkpoints
    list(checkpointer.list(read_config))

Async

from langgraph.checkpoint.mysql.aio import AIOMySQLSaver

async with AIOMySQLSaver.from_conn_string(DB_URI) as checkpointer:
    checkpoint = {
        "v": 4,
        "ts": "2024-07-31T20:14:19.804150+00:00",
        "id": "1ef4f797-8335-6428-8001-8a1503f9b875",
        "channel_values": {
            "my_key": "meow",
            "node": "node"
        },
        "channel_versions": {
            "__start__": 2,
            "my_key": 3,
            "start:node": 3,
            "node": 3
        },
        "versions_seen": {
            "__input__": {},
            "__start__": {
            "__start__": 1
            },
            "node": {
            "start:node": 2
            }
        },
    }

    # store checkpoint
    await checkpointer.aput(write_config, checkpoint, {}, {})

    # load checkpoint
    await checkpointer.aget(read_config)

    # list checkpoints
    [c async for c in checkpointer.alist(read_config)]