From 25fea591b505bd97f29c912d18bed2550b5e5088 Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Sat, 1 Mar 2025 10:14:10 -0800 Subject: [PATCH] Remove sqlite --- libs/checkpoint-sqlite/Makefile | 35 - libs/checkpoint-sqlite/README.md | 90 -- .../langgraph/checkpoint/sqlite/__init__.py | 525 --------- .../langgraph/checkpoint/sqlite/aio.py | 554 --------- .../langgraph/checkpoint/sqlite/py.typed | 0 .../langgraph/checkpoint/sqlite/utils.py | 93 -- libs/checkpoint-sqlite/poetry.lock | 1046 ----------------- libs/checkpoint-sqlite/pyproject.toml | 65 - libs/checkpoint-sqlite/tests/__init__.py | 0 .../checkpoint-sqlite/tests/test_aiosqlite.py | 125 -- libs/checkpoint-sqlite/tests/test_sqlite.py | 182 --- 11 files changed, 2715 deletions(-) delete mode 100644 libs/checkpoint-sqlite/Makefile delete mode 100644 libs/checkpoint-sqlite/README.md delete mode 100644 libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/__init__.py delete mode 100644 libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/aio.py delete mode 100644 libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/py.typed delete mode 100644 libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/utils.py delete mode 100644 libs/checkpoint-sqlite/poetry.lock delete mode 100644 libs/checkpoint-sqlite/pyproject.toml delete mode 100644 libs/checkpoint-sqlite/tests/__init__.py delete mode 100644 libs/checkpoint-sqlite/tests/test_aiosqlite.py delete mode 100644 libs/checkpoint-sqlite/tests/test_sqlite.py diff --git a/libs/checkpoint-sqlite/Makefile b/libs/checkpoint-sqlite/Makefile deleted file mode 100644 index ddf087ef5..000000000 --- a/libs/checkpoint-sqlite/Makefile +++ /dev/null @@ -1,35 +0,0 @@ -.PHONY: test test_watch lint format - -###################### -# TESTING AND COVERAGE -###################### - -test: - poetry run pytest tests - -test_watch: - poetry run ptw . - -###################### -# LINTING AND FORMATTING -###################### - -# Define a variable for Python and notebook files. -PYTHON_FILES=. -MYPY_CACHE=.mypy_cache -lint format: PYTHON_FILES=. -lint_diff format_diff: PYTHON_FILES=$(shell git diff --name-only --relative --diff-filter=d main . | grep -E '\.py$$|\.ipynb$$') -lint_package: PYTHON_FILES=langgraph -lint_tests: PYTHON_FILES=tests -lint_tests: MYPY_CACHE=.mypy_cache_test - -lint lint_diff lint_package lint_tests: - poetry run ruff check . - [ "$(PYTHON_FILES)" = "" ] || poetry run ruff format $(PYTHON_FILES) --diff - [ "$(PYTHON_FILES)" = "" ] || poetry run ruff check --select I $(PYTHON_FILES) - [ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE) - [ "$(PYTHON_FILES)" = "" ] || poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE) - -format format_diff: - poetry run ruff format $(PYTHON_FILES) - poetry run ruff check --select I --fix $(PYTHON_FILES) diff --git a/libs/checkpoint-sqlite/README.md b/libs/checkpoint-sqlite/README.md deleted file mode 100644 index 73fe94333..000000000 --- a/libs/checkpoint-sqlite/README.md +++ /dev/null @@ -1,90 +0,0 @@ -# LangGraph SQLite Checkpoint - -Implementation of LangGraph CheckpointSaver that uses SQLite DB (both sync and async, via `aiosqlite`) - -## Usage - -```python -from langgraph.checkpoint.sqlite import SqliteSaver - -write_config = {"configurable": {"thread_id": "1", "checkpoint_ns": ""}} -read_config = {"configurable": {"thread_id": "1"}} - -with SqliteSaver.from_conn_string(":memory:") as checkpointer: - checkpoint = { - "v": 1, - "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 - } - }, - "pending_sends": [], - } - - # store checkpoint - checkpointer.put(write_config, checkpoint, {}, {}) - - # load checkpoint - checkpointer.get(read_config) - - # list checkpoints - list(checkpointer.list(read_config)) -``` - -### Async - -```python -from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver - -async with AsyncSqliteSaver.from_conn_string(":memory:") as checkpointer: - checkpoint = { - "v": 1, - "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 - } - }, - "pending_sends": [], - } - - # 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)] -``` diff --git a/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/__init__.py b/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/__init__.py deleted file mode 100644 index 71a098f75..000000000 --- a/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/__init__.py +++ /dev/null @@ -1,525 +0,0 @@ -import random -import sqlite3 -import threading -from contextlib import closing, contextmanager -from typing import Any, AsyncIterator, Dict, Iterator, Optional, Sequence, Tuple - -from langchain_core.runnables import RunnableConfig - -from langgraph.checkpoint.base import ( - WRITES_IDX_MAP, - BaseCheckpointSaver, - ChannelVersions, - Checkpoint, - CheckpointMetadata, - CheckpointTuple, - SerializerProtocol, - get_checkpoint_id, - get_checkpoint_metadata, -) -from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer -from langgraph.checkpoint.serde.types import ChannelProtocol -from langgraph.checkpoint.sqlite.utils import search_where - -_AIO_ERROR_MSG = ( - "The SqliteSaver does not support async methods. " - "Consider using AsyncSqliteSaver instead.\n" - "from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver\n" - "Note: AsyncSqliteSaver requires the aiosqlite package to use.\n" - "Install with:\n`pip install aiosqlite`\n" - "See https://langchain-ai.github.io/langgraph/reference/checkpoints/asyncsqlitesaver" - "for more information." -) - - -class SqliteSaver(BaseCheckpointSaver[str]): - """A checkpoint saver that stores checkpoints in a SQLite database. - - Note: - This class is meant for lightweight, synchronous use cases - (demos and small projects) and does not - scale to multiple threads. - For a similar sqlite saver with `async` support, - consider using [AsyncSqliteSaver][langgraph.checkpoint.sqlite.aio.AsyncSqliteSaver]. - - Args: - conn (sqlite3.Connection): The SQLite database connection. - serde (Optional[SerializerProtocol]): The serializer to use for serializing and deserializing checkpoints. Defaults to JsonPlusSerializerCompat. - - Examples: - - >>> import sqlite3 - >>> from langgraph.checkpoint.sqlite import SqliteSaver - >>> from langgraph.graph import StateGraph - >>> - >>> builder = StateGraph(int) - >>> builder.add_node("add_one", lambda x: x + 1) - >>> builder.set_entry_point("add_one") - >>> builder.set_finish_point("add_one") - >>> conn = sqlite3.connect("checkpoints.sqlite") - >>> memory = SqliteSaver(conn) - >>> graph = builder.compile(checkpointer=memory) - >>> config = {"configurable": {"thread_id": "1"}} - >>> graph.get_state(config) - >>> result = graph.invoke(3, config) - >>> graph.get_state(config) - StateSnapshot(values=4, next=(), config={'configurable': {'thread_id': '1', 'checkpoint_ns': '', 'checkpoint_id': '0c62ca34-ac19-445d-bbb0-5b4984975b2a'}}, parent_config=None) - """ # noqa - - conn: sqlite3.Connection - is_setup: bool - - def __init__( - self, - conn: sqlite3.Connection, - *, - serde: Optional[SerializerProtocol] = None, - ) -> None: - super().__init__(serde=serde) - self.jsonplus_serde = JsonPlusSerializer() - self.conn = conn - self.is_setup = False - self.lock = threading.Lock() - - @classmethod - @contextmanager - def from_conn_string(cls, conn_string: str) -> Iterator["SqliteSaver"]: - """Create a new SqliteSaver instance from a connection string. - - Args: - conn_string (str): The SQLite connection string. - - Yields: - SqliteSaver: A new SqliteSaver instance. - - Examples: - - In memory: - - with SqliteSaver.from_conn_string(":memory:") as memory: - ... - - To disk: - - with SqliteSaver.from_conn_string("checkpoints.sqlite") as memory: - ... - """ - with closing( - sqlite3.connect( - conn_string, - # https://ricardoanderegg.com/posts/python-sqlite-thread-safety/ - check_same_thread=False, - ) - ) as conn: - yield cls(conn) - - def setup(self) -> None: - """Set up the checkpoint database. - - This method creates the necessary tables in the SQLite database if they don't - already exist. It is called automatically when needed and should not be called - directly by the user. - """ - if self.is_setup: - return - - self.conn.executescript( - """ - PRAGMA journal_mode=WAL; - CREATE TABLE IF NOT EXISTS checkpoints ( - thread_id TEXT NOT NULL, - checkpoint_ns TEXT NOT NULL DEFAULT '', - checkpoint_id TEXT NOT NULL, - parent_checkpoint_id TEXT, - type TEXT, - checkpoint BLOB, - metadata BLOB, - PRIMARY KEY (thread_id, checkpoint_ns, checkpoint_id) - ); - CREATE TABLE IF NOT EXISTS writes ( - thread_id TEXT NOT NULL, - checkpoint_ns TEXT NOT NULL DEFAULT '', - checkpoint_id TEXT NOT NULL, - task_id TEXT NOT NULL, - idx INTEGER NOT NULL, - channel TEXT NOT NULL, - type TEXT, - value BLOB, - PRIMARY KEY (thread_id, checkpoint_ns, checkpoint_id, task_id, idx) - ); - """ - ) - - self.is_setup = True - - @contextmanager - def cursor(self, transaction: bool = True) -> Iterator[sqlite3.Cursor]: - """Get a cursor for the SQLite database. - - This method returns a cursor for the SQLite database. It is used internally - by the SqliteSaver and should not be called directly by the user. - - Args: - transaction (bool): Whether to commit the transaction when the cursor is closed. Defaults to True. - - Yields: - sqlite3.Cursor: A cursor for the SQLite database. - """ - with self.lock: - self.setup() - cur = self.conn.cursor() - try: - yield cur - finally: - if transaction: - self.conn.commit() - cur.close() - - def get_tuple(self, config: RunnableConfig) -> Optional[CheckpointTuple]: - """Get a checkpoint tuple from the database. - - This method retrieves a checkpoint tuple from the SQLite database based on the - provided config. If the config contains a "checkpoint_id" key, the checkpoint with - the matching thread ID and checkpoint ID is retrieved. Otherwise, the latest checkpoint - for the given thread ID is retrieved. - - Args: - config (RunnableConfig): The config to use for retrieving the checkpoint. - - Returns: - Optional[CheckpointTuple]: The retrieved checkpoint tuple, or None if no matching checkpoint was found. - - Examples: - - Basic: - >>> config = {"configurable": {"thread_id": "1"}} - >>> checkpoint_tuple = memory.get_tuple(config) - >>> print(checkpoint_tuple) - CheckpointTuple(...) - - With checkpoint ID: - - >>> config = { - ... "configurable": { - ... "thread_id": "1", - ... "checkpoint_ns": "", - ... "checkpoint_id": "1ef4f797-8335-6428-8001-8a1503f9b875", - ... } - ... } - >>> checkpoint_tuple = memory.get_tuple(config) - >>> print(checkpoint_tuple) - CheckpointTuple(...) - """ # noqa - checkpoint_ns = config["configurable"].get("checkpoint_ns", "") - with self.cursor(transaction=False) as cur: - # find the latest checkpoint for the thread_id - if checkpoint_id := get_checkpoint_id(config): - cur.execute( - "SELECT thread_id, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata FROM checkpoints WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ?", - ( - str(config["configurable"]["thread_id"]), - checkpoint_ns, - checkpoint_id, - ), - ) - else: - cur.execute( - "SELECT thread_id, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata FROM checkpoints WHERE thread_id = ? AND checkpoint_ns = ? ORDER BY checkpoint_id DESC LIMIT 1", - (str(config["configurable"]["thread_id"]), checkpoint_ns), - ) - # if a checkpoint is found, return it - if value := cur.fetchone(): - ( - thread_id, - checkpoint_id, - parent_checkpoint_id, - type, - checkpoint, - metadata, - ) = value - if not get_checkpoint_id(config): - config = { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": checkpoint_id, - } - } - # find any pending writes - cur.execute( - "SELECT task_id, channel, type, value FROM writes WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? ORDER BY task_id, idx", - ( - str(config["configurable"]["thread_id"]), - checkpoint_ns, - str(config["configurable"]["checkpoint_id"]), - ), - ) - # deserialize the checkpoint and metadata - return CheckpointTuple( - config, - self.serde.loads_typed((type, checkpoint)), - self.jsonplus_serde.loads(metadata) if metadata is not None else {}, - ( - { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": parent_checkpoint_id, - } - } - if parent_checkpoint_id - else None - ), - [ - (task_id, channel, self.serde.loads_typed((type, value))) - for task_id, channel, type, value in cur - ], - ) - - def list( - self, - config: Optional[RunnableConfig], - *, - filter: Optional[Dict[str, Any]] = None, - before: Optional[RunnableConfig] = None, - limit: Optional[int] = None, - ) -> Iterator[CheckpointTuple]: - """List checkpoints from the database. - - This method retrieves a list of checkpoint tuples from the SQLite database based - on the provided config. The checkpoints are ordered by checkpoint ID in descending order (newest first). - - Args: - config (RunnableConfig): The config to use for listing the checkpoints. - filter (Optional[Dict[str, Any]]): Additional filtering criteria for metadata. Defaults to None. - before (Optional[RunnableConfig]): If provided, only checkpoints before the specified checkpoint ID are returned. Defaults to None. - limit (Optional[int]): The maximum number of checkpoints to return. Defaults to None. - - Yields: - Iterator[CheckpointTuple]: An iterator of checkpoint tuples. - - Examples: - >>> from langgraph.checkpoint.sqlite import SqliteSaver - >>> with SqliteSaver.from_conn_string(":memory:") as memory: - ... # Run a graph, then list the checkpoints - >>> config = {"configurable": {"thread_id": "1"}} - >>> checkpoints = list(memory.list(config, limit=2)) - >>> print(checkpoints) - [CheckpointTuple(...), CheckpointTuple(...)] - - >>> config = {"configurable": {"thread_id": "1"}} - >>> before = {"configurable": {"checkpoint_id": "1ef4f797-8335-6428-8001-8a1503f9b875"}} - >>> with SqliteSaver.from_conn_string(":memory:") as memory: - ... # Run a graph, then list the checkpoints - >>> checkpoints = list(memory.list(config, before=before)) - >>> print(checkpoints) - [CheckpointTuple(...), ...] - """ - where, param_values = search_where(config, filter, before) - query = f"""SELECT thread_id, checkpoint_ns, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata - FROM checkpoints - {where} - ORDER BY checkpoint_id DESC""" - if limit: - query += f" LIMIT {limit}" - with self.cursor(transaction=False) as cur, closing(self.conn.cursor()) as wcur: - cur.execute(query, param_values) - for ( - thread_id, - checkpoint_ns, - checkpoint_id, - parent_checkpoint_id, - type, - checkpoint, - metadata, - ) in cur: - wcur.execute( - "SELECT task_id, channel, type, value FROM writes WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? ORDER BY task_id, idx", - (thread_id, checkpoint_ns, checkpoint_id), - ) - yield CheckpointTuple( - { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": checkpoint_id, - } - }, - self.serde.loads_typed((type, checkpoint)), - self.jsonplus_serde.loads(metadata) if metadata is not None else {}, - ( - { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": parent_checkpoint_id, - } - } - if parent_checkpoint_id - else None - ), - [ - (task_id, channel, self.serde.loads_typed((type, value))) - for task_id, channel, type, value in wcur - ], - ) - - def put( - self, - config: RunnableConfig, - checkpoint: Checkpoint, - metadata: CheckpointMetadata, - new_versions: ChannelVersions, - ) -> RunnableConfig: - """Save a checkpoint to the database. - - This method saves a checkpoint to the SQLite database. The checkpoint is associated - with the provided config and its parent config (if any). - - Args: - config (RunnableConfig): The config to associate with the checkpoint. - checkpoint (Checkpoint): The checkpoint to save. - metadata (CheckpointMetadata): Additional metadata to save with the checkpoint. - new_versions (ChannelVersions): New channel versions as of this write. - - Returns: - RunnableConfig: Updated configuration after storing the checkpoint. - - Examples: - - >>> from langgraph.checkpoint.sqlite import SqliteSaver - >>> with SqliteSaver.from_conn_string(":memory:") as memory: - >>> config = {"configurable": {"thread_id": "1", "checkpoint_ns": ""}} - >>> checkpoint = {"ts": "2024-05-04T06:32:42.235444+00:00", "id": "1ef4f797-8335-6428-8001-8a1503f9b875", "channel_values": {"key": "value"}} - >>> saved_config = memory.put(config, checkpoint, {"source": "input", "step": 1, "writes": {"key": "value"}}, {}) - >>> print(saved_config) - {'configurable': {'thread_id': '1', 'checkpoint_ns': '', 'checkpoint_id': '1ef4f797-8335-6428-8001-8a1503f9b875'}} - """ - thread_id = config["configurable"]["thread_id"] - checkpoint_ns = config["configurable"]["checkpoint_ns"] - type_, serialized_checkpoint = self.serde.dumps_typed(checkpoint) - serialized_metadata = self.jsonplus_serde.dumps( - get_checkpoint_metadata(config, metadata) - ) - with self.cursor() as cur: - cur.execute( - "INSERT OR REPLACE INTO checkpoints (thread_id, checkpoint_ns, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata) VALUES (?, ?, ?, ?, ?, ?, ?)", - ( - str(config["configurable"]["thread_id"]), - checkpoint_ns, - checkpoint["id"], - config["configurable"].get("checkpoint_id"), - type_, - serialized_checkpoint, - serialized_metadata, - ), - ) - return { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": checkpoint["id"], - } - } - - def put_writes( - self, - config: RunnableConfig, - writes: Sequence[Tuple[str, Any]], - task_id: str, - task_path: str = "", - ) -> None: - """Store intermediate writes linked to a checkpoint. - - This method saves intermediate writes associated with a checkpoint to the SQLite database. - - Args: - config (RunnableConfig): Configuration of the related checkpoint. - writes (Sequence[Tuple[str, Any]]): List of writes to store, each as (channel, value) pair. - task_id (str): Identifier for the task creating the writes. - task_path (str): Path of the task creating the writes. - """ - query = ( - "INSERT OR REPLACE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?)" - if all(w[0] in WRITES_IDX_MAP for w in writes) - else "INSERT OR IGNORE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?)" - ) - with self.cursor() as cur: - cur.executemany( - query, - [ - ( - str(config["configurable"]["thread_id"]), - str(config["configurable"]["checkpoint_ns"]), - str(config["configurable"]["checkpoint_id"]), - task_id, - WRITES_IDX_MAP.get(channel, idx), - channel, - *self.serde.dumps_typed(value), - ) - for idx, (channel, value) in enumerate(writes) - ], - ) - - async def aget_tuple(self, config: RunnableConfig) -> Optional[CheckpointTuple]: - """Get a checkpoint tuple from the database asynchronously. - - Note: - This async method is not supported by the SqliteSaver class. - Use get_tuple() instead, or consider using [AsyncSqliteSaver][langgraph.checkpoint.sqlite.aio.AsyncSqliteSaver]. - """ - raise NotImplementedError(_AIO_ERROR_MSG) - - async def alist( - self, - config: Optional[RunnableConfig], - *, - filter: Optional[Dict[str, Any]] = None, - before: Optional[RunnableConfig] = None, - limit: Optional[int] = None, - ) -> AsyncIterator[CheckpointTuple]: - """List checkpoints from the database asynchronously. - - Note: - This async method is not supported by the SqliteSaver class. - Use list() instead, or consider using [AsyncSqliteSaver][langgraph.checkpoint.sqlite.aio.AsyncSqliteSaver]. - """ - raise NotImplementedError(_AIO_ERROR_MSG) - yield - - async def aput( - self, - config: RunnableConfig, - checkpoint: Checkpoint, - metadata: CheckpointMetadata, - new_versions: ChannelVersions, - ) -> RunnableConfig: - """Save a checkpoint to the database asynchronously. - - Note: - This async method is not supported by the SqliteSaver class. - Use put() instead, or consider using [AsyncSqliteSaver][langgraph.checkpoint.sqlite.aio.AsyncSqliteSaver]. - """ - raise NotImplementedError(_AIO_ERROR_MSG) - - def get_next_version(self, current: Optional[str], channel: ChannelProtocol) -> str: - """Generate the next version ID for a channel. - - This method creates a new version identifier for a channel based on its current version. - - Args: - current (Optional[str]): The current version identifier of the channel. - channel (BaseChannel): The channel being versioned. - - Returns: - str: The next version identifier, which is guaranteed to be monotonically increasing. - """ - if current is None: - current_v = 0 - elif isinstance(current, int): - current_v = current - else: - current_v = int(current.split(".")[0]) - next_v = current_v + 1 - next_h = random.random() - return f"{next_v:032}.{next_h:016}" diff --git a/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/aio.py b/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/aio.py deleted file mode 100644 index befa6cfbe..000000000 --- a/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/aio.py +++ /dev/null @@ -1,554 +0,0 @@ -import asyncio -import random -from collections.abc import AsyncIterator, Iterator, Sequence -from contextlib import asynccontextmanager -from typing import Any, Callable, Optional, TypeVar - -import aiosqlite -from langchain_core.runnables import RunnableConfig - -from langgraph.checkpoint.base import ( - WRITES_IDX_MAP, - BaseCheckpointSaver, - ChannelVersions, - Checkpoint, - CheckpointMetadata, - CheckpointTuple, - SerializerProtocol, - get_checkpoint_id, - get_checkpoint_metadata, -) -from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer -from langgraph.checkpoint.serde.types import ChannelProtocol -from langgraph.checkpoint.sqlite.utils import search_where - -T = TypeVar("T", bound=Callable) - - -class AsyncSqliteSaver(BaseCheckpointSaver[str]): - """An asynchronous checkpoint saver that stores checkpoints in a SQLite database. - - This class provides an asynchronous interface for saving and retrieving checkpoints - using a SQLite database. It's designed for use in asynchronous environments and - offers better performance for I/O-bound operations compared to synchronous alternatives. - - Attributes: - conn (aiosqlite.Connection): The asynchronous SQLite database connection. - serde (SerializerProtocol): The serializer used for encoding/decoding checkpoints. - - Tip: - Requires the [aiosqlite](https://pypi.org/project/aiosqlite/) package. - Install it with `pip install aiosqlite`. - - Warning: - While this class supports asynchronous checkpointing, it is not recommended - for production workloads due to limitations in SQLite's write performance. - For production use, consider a more robust database like PostgreSQL. - - Tip: - Remember to **close the database connection** after executing your code, - otherwise, you may see the graph "hang" after execution (since the program - will not exit until the connection is closed). - - The easiest way is to use the `async with` statement as shown in the examples. - - ```python - async with AsyncSqliteSaver.from_conn_string("checkpoints.sqlite") as saver: - # Your code here - graph = builder.compile(checkpointer=saver) - config = {"configurable": {"thread_id": "thread-1"}} - async for event in graph.astream_events(..., config, version="v1"): - print(event) - ``` - - Examples: - Usage within StateGraph: - - ```pycon - >>> import asyncio - >>> - >>> from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver - >>> from langgraph.graph import StateGraph - >>> - >>> builder = StateGraph(int) - >>> builder.add_node("add_one", lambda x: x + 1) - >>> builder.set_entry_point("add_one") - >>> builder.set_finish_point("add_one") - >>> async with AsyncSqliteSaver.from_conn_string("checkpoints.db") as memory: - >>> graph = builder.compile(checkpointer=memory) - >>> coro = graph.ainvoke(1, {"configurable": {"thread_id": "thread-1"}}) - >>> print(asyncio.run(coro)) - Output: 2 - ``` - Raw usage: - - ```pycon - >>> import asyncio - >>> import aiosqlite - >>> from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver - >>> - >>> async def main(): - >>> async with aiosqlite.connect("checkpoints.db") as conn: - ... saver = AsyncSqliteSaver(conn) - ... config = {"configurable": {"thread_id": "1"}} - ... checkpoint = {"ts": "2023-05-03T10:00:00Z", "data": {"key": "value"}} - ... saved_config = await saver.aput(config, checkpoint, {}, {}) - ... print(saved_config) - >>> asyncio.run(main()) - {"configurable": {"thread_id": "1", "checkpoint_id": "0c62ca34-ac19-445d-bbb0-5b4984975b2a"}} - ``` - """ - - lock: asyncio.Lock - is_setup: bool - - def __init__( - self, - conn: aiosqlite.Connection, - *, - serde: Optional[SerializerProtocol] = None, - ): - super().__init__(serde=serde) - self.jsonplus_serde = JsonPlusSerializer() - self.conn = conn - self.lock = asyncio.Lock() - self.loop = asyncio.get_running_loop() - self.is_setup = False - - @classmethod - @asynccontextmanager - async def from_conn_string( - cls, conn_string: str - ) -> AsyncIterator["AsyncSqliteSaver"]: - """Create a new AsyncSqliteSaver instance from a connection string. - - Args: - conn_string (str): The SQLite connection string. - - Yields: - AsyncSqliteSaver: A new AsyncSqliteSaver instance. - """ - async with aiosqlite.connect(conn_string) as conn: - yield cls(conn) - - def get_tuple(self, config: RunnableConfig) -> Optional[CheckpointTuple]: - """Get a checkpoint tuple from the database. - - This method retrieves a checkpoint tuple from the SQLite database based on the - provided config. If the config contains a "checkpoint_id" key, the checkpoint with - the matching thread ID and checkpoint ID is retrieved. Otherwise, the latest checkpoint - for the given thread ID is retrieved. - - Args: - config (RunnableConfig): The config to use for retrieving the checkpoint. - - Returns: - Optional[CheckpointTuple]: The retrieved checkpoint tuple, or None if no matching checkpoint was found. - """ - try: - # check if we are in the main thread, only bg threads can block - # we don't check in other methods to avoid the overhead - if asyncio.get_running_loop() is self.loop: - raise asyncio.InvalidStateError( - "Synchronous calls to AsyncSqliteSaver are only allowed from a " - "different thread. From the main thread, use the async interface. " - "For example, use `await checkpointer.aget_tuple(...)` or `await " - "graph.ainvoke(...)`." - ) - except RuntimeError: - pass - return asyncio.run_coroutine_threadsafe( - self.aget_tuple(config), self.loop - ).result() - - def list( - self, - config: Optional[RunnableConfig], - *, - filter: Optional[dict[str, Any]] = None, - before: Optional[RunnableConfig] = None, - limit: Optional[int] = None, - ) -> Iterator[CheckpointTuple]: - """List checkpoints from the database asynchronously. - - This method retrieves a list of checkpoint tuples from the SQLite database based - on the provided config. The checkpoints are ordered by checkpoint ID in descending order (newest first). - - Args: - config (Optional[RunnableConfig]): Base configuration for filtering checkpoints. - filter (Optional[Dict[str, Any]]): Additional filtering criteria for metadata. - before (Optional[RunnableConfig]): If provided, only checkpoints before the specified checkpoint ID are returned. Defaults to None. - limit (Optional[int]): Maximum number of checkpoints to return. - - Yields: - Iterator[CheckpointTuple]: An iterator of matching checkpoint tuples. - """ - try: - # check if we are in the main thread, only bg threads can block - # we don't check in other methods to avoid the overhead - if asyncio.get_running_loop() is self.loop: - raise asyncio.InvalidStateError( - "Synchronous calls to AsyncSqliteSaver are only allowed from a " - "different thread. From the main thread, use the async interface. " - "For example, use `checkpointer.alist(...)` or `await " - "graph.ainvoke(...)`." - ) - except RuntimeError: - pass - aiter_ = self.alist(config, filter=filter, before=before, limit=limit) - while True: - try: - yield asyncio.run_coroutine_threadsafe( - anext(aiter_), # noqa: F821 - self.loop, - ).result() - except StopAsyncIteration: - break - - def put( - self, - config: RunnableConfig, - checkpoint: Checkpoint, - metadata: CheckpointMetadata, - new_versions: ChannelVersions, - ) -> RunnableConfig: - """Save a checkpoint to the database. - - This method saves a checkpoint to the SQLite database. The checkpoint is associated - with the provided config and its parent config (if any). - - Args: - config (RunnableConfig): The config to associate with the checkpoint. - checkpoint (Checkpoint): The checkpoint to save. - metadata (CheckpointMetadata): Additional metadata to save with the checkpoint. - new_versions (ChannelVersions): New channel versions as of this write. - - Returns: - RunnableConfig: Updated configuration after storing the checkpoint. - """ - return asyncio.run_coroutine_threadsafe( - self.aput(config, checkpoint, metadata, new_versions), self.loop - ).result() - - def put_writes( - self, - config: RunnableConfig, - writes: Sequence[tuple[str, Any]], - task_id: str, - task_path: str = "", - ) -> None: - return asyncio.run_coroutine_threadsafe( - self.aput_writes(config, writes, task_id, task_path), self.loop - ).result() - - async def setup(self) -> None: - """Set up the checkpoint database asynchronously. - - This method creates the necessary tables in the SQLite database if they don't - already exist. It is called automatically when needed and should not be called - directly by the user. - """ - async with self.lock: - if self.is_setup: - return - if not self.conn.is_alive(): - await self.conn - async with self.conn.executescript( - """ - PRAGMA journal_mode=WAL; - CREATE TABLE IF NOT EXISTS checkpoints ( - thread_id TEXT NOT NULL, - checkpoint_ns TEXT NOT NULL DEFAULT '', - checkpoint_id TEXT NOT NULL, - parent_checkpoint_id TEXT, - type TEXT, - checkpoint BLOB, - metadata BLOB, - PRIMARY KEY (thread_id, checkpoint_ns, checkpoint_id) - ); - CREATE TABLE IF NOT EXISTS writes ( - thread_id TEXT NOT NULL, - checkpoint_ns TEXT NOT NULL DEFAULT '', - checkpoint_id TEXT NOT NULL, - task_id TEXT NOT NULL, - idx INTEGER NOT NULL, - channel TEXT NOT NULL, - type TEXT, - value BLOB, - PRIMARY KEY (thread_id, checkpoint_ns, checkpoint_id, task_id, idx) - ); - """ - ): - await self.conn.commit() - - self.is_setup = True - - async def aget_tuple(self, config: RunnableConfig) -> Optional[CheckpointTuple]: - """Get a checkpoint tuple from the database asynchronously. - - This method retrieves a checkpoint tuple from the SQLite database based on the - provided config. If the config contains a "checkpoint_id" key, the checkpoint with - the matching thread ID and checkpoint ID is retrieved. Otherwise, the latest checkpoint - for the given thread ID is retrieved. - - Args: - config (RunnableConfig): The config to use for retrieving the checkpoint. - - Returns: - Optional[CheckpointTuple]: The retrieved checkpoint tuple, or None if no matching checkpoint was found. - """ - await self.setup() - checkpoint_ns = config["configurable"].get("checkpoint_ns", "") - async with self.lock, self.conn.cursor() as cur: - # find the latest checkpoint for the thread_id - if checkpoint_id := get_checkpoint_id(config): - await cur.execute( - "SELECT thread_id, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata FROM checkpoints WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ?", - ( - str(config["configurable"]["thread_id"]), - checkpoint_ns, - checkpoint_id, - ), - ) - else: - await cur.execute( - "SELECT thread_id, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata FROM checkpoints WHERE thread_id = ? AND checkpoint_ns = ? ORDER BY checkpoint_id DESC LIMIT 1", - (str(config["configurable"]["thread_id"]), checkpoint_ns), - ) - # if a checkpoint is found, return it - if value := await cur.fetchone(): - ( - thread_id, - checkpoint_id, - parent_checkpoint_id, - type, - checkpoint, - metadata, - ) = value - if not get_checkpoint_id(config): - config = { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": checkpoint_id, - } - } - # find any pending writes - await cur.execute( - "SELECT task_id, channel, type, value FROM writes WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? ORDER BY task_id, idx", - ( - str(config["configurable"]["thread_id"]), - checkpoint_ns, - str(config["configurable"]["checkpoint_id"]), - ), - ) - # deserialize the checkpoint and metadata - return CheckpointTuple( - config, - self.serde.loads_typed((type, checkpoint)), - self.jsonplus_serde.loads(metadata) if metadata is not None else {}, - ( - { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": parent_checkpoint_id, - } - } - if parent_checkpoint_id - else None - ), - [ - (task_id, channel, self.serde.loads_typed((type, value))) - async for task_id, channel, type, value in cur - ], - ) - - async def alist( - self, - config: Optional[RunnableConfig], - *, - filter: Optional[dict[str, Any]] = None, - before: Optional[RunnableConfig] = None, - limit: Optional[int] = None, - ) -> AsyncIterator[CheckpointTuple]: - """List checkpoints from the database asynchronously. - - This method retrieves a list of checkpoint tuples from the SQLite database based - on the provided config. The checkpoints are ordered by checkpoint ID in descending order (newest first). - - Args: - config (Optional[RunnableConfig]): Base configuration for filtering checkpoints. - filter (Optional[Dict[str, Any]]): Additional filtering criteria for metadata. - before (Optional[RunnableConfig]): If provided, only checkpoints before the specified checkpoint ID are returned. Defaults to None. - limit (Optional[int]): Maximum number of checkpoints to return. - - Yields: - AsyncIterator[CheckpointTuple]: An asynchronous iterator of matching checkpoint tuples. - """ - await self.setup() - where, params = search_where(config, filter, before) - query = f"""SELECT thread_id, checkpoint_ns, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata - FROM checkpoints - {where} - ORDER BY checkpoint_id DESC""" - if limit: - query += f" LIMIT {limit}" - async with ( - self.lock, - self.conn.execute(query, params) as cur, - self.conn.cursor() as wcur, - ): - async for ( - thread_id, - checkpoint_ns, - checkpoint_id, - parent_checkpoint_id, - type, - checkpoint, - metadata, - ) in cur: - await wcur.execute( - "SELECT task_id, channel, type, value FROM writes WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id = ? ORDER BY task_id, idx", - (thread_id, checkpoint_ns, checkpoint_id), - ) - yield CheckpointTuple( - { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": checkpoint_id, - } - }, - self.serde.loads_typed((type, checkpoint)), - self.jsonplus_serde.loads(metadata) if metadata is not None else {}, - ( - { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": parent_checkpoint_id, - } - } - if parent_checkpoint_id - else None - ), - [ - (task_id, channel, self.serde.loads_typed((type, value))) - async for task_id, channel, type, value in wcur - ], - ) - - async def aput( - self, - config: RunnableConfig, - checkpoint: Checkpoint, - metadata: CheckpointMetadata, - new_versions: ChannelVersions, - ) -> RunnableConfig: - """Save a checkpoint to the database asynchronously. - - This method saves a checkpoint to the SQLite database. The checkpoint is associated - with the provided config and its parent config (if any). - - Args: - config (RunnableConfig): The config to associate with the checkpoint. - checkpoint (Checkpoint): The checkpoint to save. - metadata (CheckpointMetadata): Additional metadata to save with the checkpoint. - new_versions (ChannelVersions): New channel versions as of this write. - - Returns: - RunnableConfig: Updated configuration after storing the checkpoint. - """ - await self.setup() - thread_id = config["configurable"]["thread_id"] - checkpoint_ns = config["configurable"]["checkpoint_ns"] - type_, serialized_checkpoint = self.serde.dumps_typed(checkpoint) - serialized_metadata = self.jsonplus_serde.dumps( - get_checkpoint_metadata(config, metadata) - ) - async with ( - self.lock, - self.conn.execute( - "INSERT OR REPLACE INTO checkpoints (thread_id, checkpoint_ns, checkpoint_id, parent_checkpoint_id, type, checkpoint, metadata) VALUES (?, ?, ?, ?, ?, ?, ?)", - ( - str(config["configurable"]["thread_id"]), - checkpoint_ns, - checkpoint["id"], - config["configurable"].get("checkpoint_id"), - type_, - serialized_checkpoint, - serialized_metadata, - ), - ), - ): - await self.conn.commit() - return { - "configurable": { - "thread_id": thread_id, - "checkpoint_ns": checkpoint_ns, - "checkpoint_id": checkpoint["id"], - } - } - - async def aput_writes( - self, - config: RunnableConfig, - writes: Sequence[tuple[str, Any]], - task_id: str, - task_path: str = "", - ) -> None: - """Store intermediate writes linked to a checkpoint asynchronously. - - This method saves intermediate writes associated with a checkpoint to the database. - - Args: - config (RunnableConfig): Configuration of the related checkpoint. - writes (Sequence[Tuple[str, Any]]): List of writes to store, each as (channel, value) pair. - task_id (str): Identifier for the task creating the writes. - task_path (str): Path of the task creating the writes. - """ - query = ( - "INSERT OR REPLACE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?)" - if all(w[0] in WRITES_IDX_MAP for w in writes) - else "INSERT OR IGNORE INTO writes (thread_id, checkpoint_ns, checkpoint_id, task_id, idx, channel, type, value) VALUES (?, ?, ?, ?, ?, ?, ?, ?)" - ) - await self.setup() - async with self.lock, self.conn.cursor() as cur: - await cur.executemany( - query, - [ - ( - str(config["configurable"]["thread_id"]), - str(config["configurable"]["checkpoint_ns"]), - str(config["configurable"]["checkpoint_id"]), - task_id, - WRITES_IDX_MAP.get(channel, idx), - channel, - *self.serde.dumps_typed(value), - ) - for idx, (channel, value) in enumerate(writes) - ], - ) - - def get_next_version(self, current: Optional[str], channel: ChannelProtocol) -> str: - """Generate the next version ID for a channel. - - This method creates a new version identifier for a channel based on its current version. - - Args: - current (Optional[str]): The current version identifier of the channel. - channel (BaseChannel): The channel being versioned. - - Returns: - str: The next version identifier, which is guaranteed to be monotonically increasing. - """ - if current is None: - current_v = 0 - elif isinstance(current, int): - current_v = current - else: - current_v = int(current.split(".")[0]) - next_v = current_v + 1 - next_h = random.random() - return f"{next_v:032}.{next_h:016}" diff --git a/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/py.typed b/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/py.typed deleted file mode 100644 index e69de29bb..000000000 diff --git a/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/utils.py b/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/utils.py deleted file mode 100644 index a8ceb496a..000000000 --- a/libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/utils.py +++ /dev/null @@ -1,93 +0,0 @@ -import json -from typing import Any, Dict, Optional, Sequence, Tuple - -from langchain_core.runnables import RunnableConfig - -from langgraph.checkpoint.base import get_checkpoint_id - - -def _metadata_predicate( - metadata_filter: Dict[str, Any], -) -> Tuple[Sequence[str], Sequence[Any]]: - """Return WHERE clause predicates for (a)search() given metadata filter. - - This method returns a tuple of a string and a tuple of values. The string - is the parametered WHERE clause predicate (excluding the WHERE keyword): - "column1 = ? AND column2 IS ?". The tuple of values contains the values - for each of the corresponding parameters. - """ - - def _where_value(query_value: Any) -> Tuple[str, Any]: - """Return tuple of operator and value for WHERE clause predicate.""" - if query_value is None: - return ("IS ?", None) - elif ( - isinstance(query_value, str) - or isinstance(query_value, int) - or isinstance(query_value, float) - ): - return ("= ?", query_value) - elif isinstance(query_value, bool): - return ("= ?", 1 if query_value else 0) - elif isinstance(query_value, dict) or isinstance(query_value, list): - # query value for JSON object cannot have trailing space after separators (, :) - # SQLite json_extract() returns JSON string without whitespace - return ("= ?", json.dumps(query_value, separators=(",", ":"))) - else: - return ("= ?", str(query_value)) - - predicates = [] - param_values = [] - - # process metadata query - for query_key, query_value in metadata_filter.items(): - operator, param_value = _where_value(query_value) - predicates.append( - f"json_extract(CAST(metadata AS TEXT), '$.{query_key}') {operator}" - ) - param_values.append(param_value) - - return (predicates, param_values) - - -def search_where( - config: Optional[RunnableConfig], - filter: Optional[Dict[str, Any]], - before: Optional[RunnableConfig] = None, -) -> Tuple[str, Sequence[Any]]: - """Return WHERE clause predicates for (a)search() given metadata filter - and `before` config. - - This method returns a tuple of a string and a tuple of values. The string - is the parametered WHERE clause predicate (including the WHERE keyword): - "WHERE column1 = ? AND column2 IS ?". The tuple of values contains the - values for each of the corresponding parameters. - """ - wheres = [] - param_values = [] - - # construct predicate for config filter - if config is not None: - wheres.append("thread_id = ?") - param_values.append(config["configurable"]["thread_id"]) - checkpoint_ns = config["configurable"].get("checkpoint_ns") - if checkpoint_ns is not None: - wheres.append("checkpoint_ns = ?") - param_values.append(checkpoint_ns) - - if checkpoint_id := get_checkpoint_id(config): - wheres.append("checkpoint_id = ?") - param_values.append(checkpoint_id) - - # construct predicate for metadata filter - if filter: - metadata_predicates, metadata_values = _metadata_predicate(filter) - wheres.extend(metadata_predicates) - param_values.extend(metadata_values) - - # construct predicate for `before` - if before is not None: - wheres.append("checkpoint_id < ?") - param_values.append(get_checkpoint_id(before)) - - return ("WHERE " + " AND ".join(wheres) if wheres else "", param_values) diff --git a/libs/checkpoint-sqlite/poetry.lock b/libs/checkpoint-sqlite/poetry.lock deleted file mode 100644 index efe3659e6..000000000 --- a/libs/checkpoint-sqlite/poetry.lock +++ /dev/null @@ -1,1046 +0,0 @@ -# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand. - -[[package]] -name = "aiosqlite" -version = "0.21.0" -description = "asyncio bridge to the standard sqlite3 module" -optional = false -python-versions = ">=3.9" -groups = ["main"] -files = [ - {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"}, - {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"}, -] - -[package.dependencies] -typing_extensions = ">=4.0" - -[package.extras] -dev = ["attribution (==1.7.1)", "black (==24.3.0)", "build (>=1.2)", "coverage[toml] (==7.6.10)", "flake8 (==7.0.0)", "flake8-bugbear (==24.12.12)", "flit (==3.10.1)", "mypy (==1.14.1)", "ufmt (==2.5.1)", "usort (==1.0.8.post1)"] -docs = ["sphinx (==8.1.3)", "sphinx-mdinclude (==0.6.1)"] - -[[package]] -name = "annotated-types" -version = "0.7.0" -description = "Reusable constraint types to use with typing.Annotated" -optional = false -python-versions = ">=3.8" -groups = ["main", "dev"] -files = [ - {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, - {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, -] - -[[package]] -name = "anyio" -version = "4.4.0" -description = "High level compatibility layer for multiple asynchronous event loop implementations" -optional = false -python-versions = ">=3.8" -groups = ["main", "dev"] -files = [ - {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"}, - {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"}, -] - -[package.dependencies] -exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} -idna = ">=2.8" -sniffio = ">=1.1" -typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} - -[package.extras] -doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] -trio = ["trio (>=0.23)"] - -[[package]] -name = "certifi" -version = "2024.7.4" -description = "Python package for providing Mozilla's CA Bundle." -optional = false -python-versions = ">=3.6" -groups = ["main", "dev"] -files = [ - {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, - {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, -] - -[[package]] -name = "charset-normalizer" -version = "3.3.2" -description = "The Real First Universal Charset Detector. 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-[tool.poetry.dependencies] -python = "^3.9.0" -langgraph-checkpoint = "^2.0.15" -aiosqlite = ">=0.20,<0.22" - -[tool.poetry.group.dev.dependencies] -ruff = "^0.6.2" -codespell = "^2.2.0" -pytest = "^7.2.1" -pytest-asyncio = "^0.21.1" -pytest-mock = "^3.11.1" -pytest-watcher = "^0.4.1" -mypy = "^1.10.0" -langgraph-checkpoint = {path = "../checkpoint", develop = true} - -[tool.pytest.ini_options] -# --strict-markers will raise errors on unknown marks. -# https://docs.pytest.org/en/7.1.x/how-to/mark.html#raising-errors-on-unknown-marks -# -# https://docs.pytest.org/en/7.1.x/reference/reference.html -# --strict-config any warnings encountered while parsing the `pytest` -# section of the configuration file raise errors. -addopts = "--strict-markers --strict-config --durations=5 -vv" -asyncio_mode = "auto" - - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" - -[tool.ruff] -lint.select = [ - "E", # pycodestyle - "F", # Pyflakes - "UP", # pyupgrade - "B", # flake8-bugbear - "I", # isort -] -lint.ignore = ["E501", "B008", "UP007", "UP006"] - -[tool.pytest-watcher] -now = true -delay = 0.1 -runner_args = ["--ff", "-v", "--tb", "short"] -patterns = ["*.py"] - -[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" diff --git a/libs/checkpoint-sqlite/tests/__init__.py b/libs/checkpoint-sqlite/tests/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/libs/checkpoint-sqlite/tests/test_aiosqlite.py b/libs/checkpoint-sqlite/tests/test_aiosqlite.py deleted file mode 100644 index 4681a0b89..000000000 --- a/libs/checkpoint-sqlite/tests/test_aiosqlite.py +++ /dev/null @@ -1,125 +0,0 @@ -from typing import Any - -import pytest -from langchain_core.runnables import RunnableConfig - -from langgraph.checkpoint.base import ( - Checkpoint, - CheckpointMetadata, - create_checkpoint, - empty_checkpoint, -) -from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver - - -class TestAsyncSqliteSaver: - @pytest.fixture(autouse=True) - def setup(self) -> None: - # objects for test setup - self.config_1: RunnableConfig = { - "configurable": { - "thread_id": "thread-1", - # for backwards compatibility testing - "thread_ts": "1", - "checkpoint_ns": "", - } - } - self.config_2: RunnableConfig = { - "configurable": { - "thread_id": "thread-2", - "checkpoint_id": "2", - "checkpoint_ns": "", - } - } - self.config_3: RunnableConfig = { - "configurable": { - "thread_id": "thread-2", - "checkpoint_id": "2-inner", - "checkpoint_ns": "inner", - } - } - - self.chkpnt_1: Checkpoint = empty_checkpoint() - self.chkpnt_2: Checkpoint = create_checkpoint(self.chkpnt_1, {}, 1) - self.chkpnt_3: Checkpoint = empty_checkpoint() - - self.metadata_1: CheckpointMetadata = { - "source": "input", - "step": 2, - "writes": {}, - "score": 1, - } - self.metadata_2: CheckpointMetadata = { - "source": "loop", - "step": 1, - "writes": {"foo": "bar"}, - "score": None, - } - self.metadata_3: CheckpointMetadata = {} - - async def test_combined_metadata(self) -> None: - async with AsyncSqliteSaver.from_conn_string(":memory:") as saver: - config = { - "configurable": { - "thread_id": "thread-2", - "checkpoint_ns": "", - "__super_private_key": "super_private_value", - }, - "metadata": {"run_id": "my_run_id"}, - } - await saver.aput(config, self.chkpnt_2, self.metadata_2, {}) - checkpoint = await saver.aget_tuple(config) - assert checkpoint.metadata == { - **self.metadata_2, - "thread_id": "thread-2", - "run_id": "my_run_id", - } - - async def test_asearch(self) -> None: - async with AsyncSqliteSaver.from_conn_string(":memory:") 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 = {"source": "input"} # search by 1 key - query_2 = { - "step": 1, - "writes": {"foo": "bar"}, - } # search by multiple keys - 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 - assert search_results_1[0].metadata == { - "thread_id": "thread-1", - "thread_ts": "1", - **self.metadata_1, - } - - search_results_2 = [c async for c in saver.alist(None, filter=query_2)] - assert len(search_results_2) == 1 - assert search_results_2[0].metadata == { - "thread_id": "thread-2", - **self.metadata_2, - } - - search_results_3 = [c async for c in saver.alist(None, filter=query_3)] - assert len(search_results_3) == 3 - - search_results_4 = [c async for c in saver.alist(None, filter=query_4)] - assert len(search_results_4) == 0 - - # search by config (defaults to checkpoints across all namespaces) - search_results_5 = [ - c - async for c in saver.alist({"configurable": {"thread_id": "thread-2"}}) - ] - assert len(search_results_5) == 2 - assert { - search_results_5[0].config["configurable"]["checkpoint_ns"], - search_results_5[1].config["configurable"]["checkpoint_ns"], - } == {"", "inner"} - - # TODO: test before and limit params diff --git a/libs/checkpoint-sqlite/tests/test_sqlite.py b/libs/checkpoint-sqlite/tests/test_sqlite.py deleted file mode 100644 index 88b7027b4..000000000 --- a/libs/checkpoint-sqlite/tests/test_sqlite.py +++ /dev/null @@ -1,182 +0,0 @@ -from typing import Any, cast - -import pytest -from langchain_core.runnables import RunnableConfig - -from langgraph.checkpoint.base import ( - Checkpoint, - CheckpointMetadata, - create_checkpoint, - empty_checkpoint, -) -from langgraph.checkpoint.sqlite import SqliteSaver -from langgraph.checkpoint.sqlite.utils import _metadata_predicate, search_where - - -class TestSqliteSaver: - @pytest.fixture(autouse=True) - def setup(self) -> None: - # objects for test setup - self.config_1: RunnableConfig = { - "configurable": { - "thread_id": "thread-1", - # for backwards compatibility testing - "thread_ts": "1", - "checkpoint_ns": "", - } - } - self.config_2: RunnableConfig = { - "configurable": { - "thread_id": "thread-2", - "checkpoint_id": "2", - "checkpoint_ns": "", - } - } - self.config_3: RunnableConfig = { - "configurable": { - "thread_id": "thread-2", - "checkpoint_id": "2-inner", - "checkpoint_ns": "inner", - } - } - - self.chkpnt_1: Checkpoint = empty_checkpoint() - self.chkpnt_2: Checkpoint = create_checkpoint(self.chkpnt_1, {}, 1) - self.chkpnt_3: Checkpoint = empty_checkpoint() - - self.metadata_1: CheckpointMetadata = { - "source": "input", - "step": 2, - "writes": {}, - "score": 1, - } - self.metadata_2: CheckpointMetadata = { - "source": "loop", - "step": 1, - "writes": {"foo": "bar"}, - "score": None, - } - self.metadata_3: CheckpointMetadata = {} - - def test_combined_metadata(self) -> None: - with SqliteSaver.from_conn_string(":memory:") as saver: - config = { - "configurable": { - "thread_id": "thread-2", - "checkpoint_ns": "", - "__super_private_key": "super_private_value", - }, - "metadata": {"run_id": "my_run_id"}, - } - saver.put(config, self.chkpnt_2, self.metadata_2, {}) - checkpoint = saver.get_tuple(config) - assert checkpoint.metadata == { - **self.metadata_2, - "thread_id": "thread-2", - "run_id": "my_run_id", - } - - def test_search(self) -> None: - with SqliteSaver.from_conn_string(":memory:") as saver: - # set up test - # save checkpoints - saver.put(self.config_1, self.chkpnt_1, self.metadata_1, {}) - saver.put(self.config_2, self.chkpnt_2, self.metadata_2, {}) - saver.put(self.config_3, self.chkpnt_3, self.metadata_3, {}) - - # call method / assertions - query_1 = {"source": "input"} # search by 1 key - query_2 = { - "step": 1, - "writes": {"foo": "bar"}, - } # search by multiple keys - 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 - assert search_results_1[0].metadata == { - "thread_id": "thread-1", - "thread_ts": "1", - **self.metadata_1, - } - - search_results_2 = list(saver.list(None, filter=query_2)) - assert len(search_results_2) == 1 - assert search_results_2[0].metadata == { - "thread_id": "thread-2", - **self.metadata_2, - } - - search_results_3 = list(saver.list(None, filter=query_3)) - assert len(search_results_3) == 3 - - search_results_4 = list(saver.list(None, filter=query_4)) - assert len(search_results_4) == 0 - - # search by config (defaults to checkpoints across all namespaces) - search_results_5 = list( - saver.list({"configurable": {"thread_id": "thread-2"}}) - ) - assert len(search_results_5) == 2 - assert { - search_results_5[0].config["configurable"]["checkpoint_ns"], - search_results_5[1].config["configurable"]["checkpoint_ns"], - } == {"", "inner"} - - # TODO: test before and limit params - - def test_search_where(self) -> None: - # call method / assertions - expected_predicate_1 = "WHERE json_extract(CAST(metadata AS TEXT), '$.source') = ? AND json_extract(CAST(metadata AS TEXT), '$.step') = ? AND json_extract(CAST(metadata AS TEXT), '$.writes') = ? AND json_extract(CAST(metadata AS TEXT), '$.score') = ? AND checkpoint_id < ?" - expected_param_values_1 = ["input", 2, "{}", 1, "1"] - assert search_where( - None, cast(dict[str, Any], self.metadata_1), self.config_1 - ) == ( - expected_predicate_1, - expected_param_values_1, - ) - - def test_metadata_predicate(self) -> None: - # call method / assertions - expected_predicate_1 = [ - "json_extract(CAST(metadata AS TEXT), '$.source') = ?", - "json_extract(CAST(metadata AS TEXT), '$.step') = ?", - "json_extract(CAST(metadata AS TEXT), '$.writes') = ?", - "json_extract(CAST(metadata AS TEXT), '$.score') = ?", - ] - expected_predicate_2 = [ - "json_extract(CAST(metadata AS TEXT), '$.source') = ?", - "json_extract(CAST(metadata AS TEXT), '$.step') = ?", - "json_extract(CAST(metadata AS TEXT), '$.writes') = ?", - "json_extract(CAST(metadata AS TEXT), '$.score') IS ?", - ] - expected_predicate_3: list[str] = [] - - expected_param_values_1 = ["input", 2, "{}", 1] - expected_param_values_2 = ["loop", 1, '{"foo":"bar"}', None] - expected_param_values_3: list[Any] = [] - - assert _metadata_predicate(cast(dict[str, Any], self.metadata_1)) == ( - expected_predicate_1, - expected_param_values_1, - ) - assert _metadata_predicate(cast(dict[str, Any], self.metadata_2)) == ( - expected_predicate_2, - expected_param_values_2, - ) - assert _metadata_predicate(cast(dict[str, Any], self.metadata_3)) == ( - expected_predicate_3, - expected_param_values_3, - ) - - async def test_informative_async_errors(self) -> None: - with SqliteSaver.from_conn_string(":memory:") as saver: - # call method / assertions - with pytest.raises(NotImplementedError, match="AsyncSqliteSaver"): - await saver.aget(self.config_1) - with pytest.raises(NotImplementedError, match="AsyncSqliteSaver"): - await saver.aget_tuple(self.config_1) - with pytest.raises(NotImplementedError, match="AsyncSqliteSaver"): - async for _ in saver.alist(self.config_1): - pass