From 6125ea68f55ba5156ffc7b8b9b230a8f5dd60c86 Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Wed, 17 Apr 2024 09:24:27 -0700 Subject: [PATCH 01/13] WIP --- langgraph/checkpoint/base.py | 10 +-- langgraph/prebuilt/chat_agent_executor.py | 24 +++++-- langgraph/serde/__init__.py | 0 langgraph/serde/base.py | 17 +++++ langgraph/serde/jsonplus.py | 78 +++++++++++++++++++++++ 5 files changed, 115 insertions(+), 14 deletions(-) create mode 100644 langgraph/serde/__init__.py create mode 100644 langgraph/serde/base.py create mode 100644 langgraph/serde/jsonplus.py diff --git a/langgraph/checkpoint/base.py b/langgraph/checkpoint/base.py index a48cd2a8b..28b485845 100644 --- a/langgraph/checkpoint/base.py +++ b/langgraph/checkpoint/base.py @@ -8,12 +8,12 @@ from typing import ( Iterator, NamedTuple, Optional, - Protocol, TypedDict, ) from langchain_core.runnables import ConfigurableFieldSpec, RunnableConfig +from langgraph.serde.base import SerializerProtocol from langgraph.utils import StrEnum @@ -102,14 +102,6 @@ CheckpointThreadTs = ConfigurableFieldSpec( ) -class SerializerProtocol(Protocol): - def dumps(self, obj: Any) -> bytes: - ... - - def loads(self, data: bytes) -> Any: - ... - - class BaseCheckpointSaver(ABC): at: CheckpointAt = CheckpointAt.END_OF_STEP diff --git a/langgraph/prebuilt/chat_agent_executor.py b/langgraph/prebuilt/chat_agent_executor.py index fbc254b96..cd231e201 100644 --- a/langgraph/prebuilt/chat_agent_executor.py +++ b/langgraph/prebuilt/chat_agent_executor.py @@ -1,8 +1,8 @@ import json -from typing import Annotated, Sequence, TypedDict, Union +from typing import Annotated, Any, Optional, Sequence, TypedDict, Union from langchain_core.language_models import LanguageModelLike -from langchain_core.messages import BaseMessage, FunctionMessage +from langchain_core.messages import AIMessage, BaseMessage, FunctionMessage from langchain_core.runnables import RunnableLambda from langchain_core.tools import BaseTool from langchain_core.utils.function_calling import convert_to_openai_function @@ -14,6 +14,13 @@ from langgraph.prebuilt.tool_executor import ToolExecutor, ToolInvocation from langgraph.prebuilt.tool_node import ToolNode +class RetriableError(Exception): + """An error that can be retried.""" + + def __init__(self, data: dict[str, Any]): + self.data = data + + # We create the AgentState that we will pass around # This simply involves a list of messages # We want steps to return messages to append to the list @@ -47,9 +54,16 @@ def create_function_calling_executor( return "continue" # Define the function that calls the model - def call_model(state: AgentState): - messages = state["messages"] - response = model.invoke(messages) + def call_model(state: AgentState, retry: Optional[RetriableError] = None): + if retry: + # TODO try to fix the invalid tool calls + pass + + # call the model + response: AIMessage = model.invoke(state["messages"]) + # If there are invalid tool calls, we raise a RetriableError + if response.invalid_tool_calls: + raise RetriableError({"invalid_tool_calls": response.invalid_tool_calls}) # We return a list, because this will get added to the existing list return {"messages": [response]} diff --git a/langgraph/serde/__init__.py b/langgraph/serde/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/langgraph/serde/base.py b/langgraph/serde/base.py new file mode 100644 index 000000000..2fbb0ab71 --- /dev/null +++ b/langgraph/serde/base.py @@ -0,0 +1,17 @@ +from typing import Any, Protocol + + +class SerializerProtocol(Protocol): + """Protocol for serialization and deserialization of objects. + + - `dumps`: Serialize an object to bytes. + - `loads`: Deserialize an object from bytes. + + Valid implementations include the `pickle`, `json` and `orjson` modules. + """ + + def dumps(self, obj: Any) -> bytes: + ... + + def loads(self, data: bytes) -> Any: + ... diff --git a/langgraph/serde/jsonplus.py b/langgraph/serde/jsonplus.py new file mode 100644 index 000000000..3df63d642 --- /dev/null +++ b/langgraph/serde/jsonplus.py @@ -0,0 +1,78 @@ +import importlib +import json +from datetime import datetime +from typing import Any, Optional +from uuid import UUID + +from langchain_core.load.load import Reviver +from langchain_core.load.serializable import Serializable +from langchain_core.pydantic_v1 import BaseModel as LcBaseModel +from pydantic import BaseModel + +from langgraph.serde.base import SerializerProtocol + +LC_REVIVER = Reviver() + + +class JsonPlusSerializer(SerializerProtocol): + def _encode_constructor_args( + self, + constructor: type[Any], + *, + method: Optional[str] = None, + args: Optional[list[Any]] = None, + kwargs: Optional[dict[str, Any]] = None, + ): + return { + "lc": 2, + "type": "constructor", + "id": [*constructor.__module__.split("."), constructor.__name__], + "method": method, + "args": args if args is not None else [], + "kwargs": kwargs if kwargs is not None else {}, + } + + def _default(self, obj): + if isinstance(obj, Serializable): + return obj.to_json() + elif isinstance(obj, (BaseModel, LcBaseModel)): + return self._encode_constructor_args(obj.__class__, kwargs=obj.dict()) + elif isinstance(obj, UUID): + return self._encode_constructor_args(UUID, args=[obj.hex]) + elif isinstance(obj, (set, frozenset)): + return self._encode_constructor_args(type(obj), args=[list(obj)]) + elif isinstance(obj, datetime): + return self._encode_constructor_args( + datetime, method="fromisoformat", args=[obj.isoformat(), obj.tzinfo] + ) + else: + raise TypeError( + f"Object of type {obj.__class__.__name__} is not JSON serializable" + ) + + def _reviver(self, value: dict[str, Any]) -> Any: + if ( + value.get("lc", None) == 2 + and value.get("type", None) == "constructor" + and value.get("id", None) is not None + ): + # Get module and class name + [*module, name] = value["id"] + # Import module + mod = importlib.import_module(".".join(module)) + # Import class + cls = getattr(mod, name) + # Instantiate class + if value["method"] is not None: + method = getattr(cls, value["method"]) + return method(*value["args"], **value["kwargs"]) + else: + return cls(*value["args"], **value["kwargs"]) + + return LC_REVIVER(value) + + def dumps(self, obj: Any) -> bytes: + return json.dumps(obj, default=self._default, sort_keys=True) + + def loads(self, data: bytes) -> Any: + return json.loads(data) From 3ad0204a9075c5f609ca2e03b7e45e113aefec8b Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Thu, 18 Apr 2024 15:52:59 -0700 Subject: [PATCH 02/13] Add test --- langgraph/serde/jsonplus.py | 25 +++++++++++-- tests/test_jsonplus.py | 74 +++++++++++++++++++++++++++++++++++++ 2 files changed, 96 insertions(+), 3 deletions(-) create mode 100644 tests/test_jsonplus.py diff --git a/langgraph/serde/jsonplus.py b/langgraph/serde/jsonplus.py index 3df63d642..3fb3f69be 100644 --- a/langgraph/serde/jsonplus.py +++ b/langgraph/serde/jsonplus.py @@ -1,6 +1,8 @@ +import dataclasses import importlib import json -from datetime import datetime +from datetime import datetime, timedelta, timezone +from enum import Enum from typing import Any, Optional from uuid import UUID @@ -43,14 +45,31 @@ class JsonPlusSerializer(SerializerProtocol): return self._encode_constructor_args(type(obj), args=[list(obj)]) elif isinstance(obj, datetime): return self._encode_constructor_args( - datetime, method="fromisoformat", args=[obj.isoformat(), obj.tzinfo] + datetime, method="fromisoformat", args=[obj.isoformat()] ) + elif isinstance(obj, timezone): + return self._encode_constructor_args(timezone, args=obj.__getinitargs__()) + elif isinstance(obj, timedelta): + return self._encode_constructor_args( + timedelta, args=[obj.days, obj.seconds, obj.microseconds] + ) + elif dataclasses.is_dataclass(obj): + return self._encode_constructor_args( + obj.__class__, + kwargs={ + field.name: getattr(obj, field.name) + for field in dataclasses.fields(obj) + }, + ) + elif isinstance(obj, Enum): + return self._encode_constructor_args(obj.__class__, args=[obj.value]) else: raise TypeError( f"Object of type {obj.__class__.__name__} is not JSON serializable" ) def _reviver(self, value: dict[str, Any]) -> Any: + print(value) if ( value.get("lc", None) == 2 and value.get("type", None) == "constructor" @@ -75,4 +94,4 @@ class JsonPlusSerializer(SerializerProtocol): return json.dumps(obj, default=self._default, sort_keys=True) def loads(self, data: bytes) -> Any: - return json.loads(data) + return json.loads(data, object_hook=self._reviver) diff --git a/tests/test_jsonplus.py b/tests/test_jsonplus.py new file mode 100644 index 000000000..3bbe41429 --- /dev/null +++ b/tests/test_jsonplus.py @@ -0,0 +1,74 @@ +import dataclasses +import uuid +from datetime import datetime, timezone +from enum import Enum + +import dataclasses_json +from langchain_core.pydantic_v1 import BaseModel as LcBaseModel +from pydantic import BaseModel + +from langgraph.serde.jsonplus import JsonPlusSerializer + + +class MyPydantic(BaseModel): + foo: str + bar: int + + +class MyFunnyPydantic(LcBaseModel): + foo: str + bar: int + + +@dataclasses.dataclass +class MyDataclass: + foo: str + bar: int + + def something(self) -> None: + pass + + +@dataclasses.dataclass(slots=True) +class MyDataclassWSlots: + foo: str + bar: int + + def something(self) -> None: + pass + + +class MyEnum(Enum): + FOO = "foo" + BAR = "bar" + + +@dataclasses_json.dataclass_json +@dataclasses.dataclass +class Person: + name: str + + +def test_serde_jsonplus() -> None: + uid = uuid.uuid4() + current_time = datetime.now(timezone.max) + + to_serialize = { + "uid": uid, + "time": current_time, + "my_slotted_class": MyDataclassWSlots("bar", 2), + "my_dataclass": MyDataclass("foo", 1), + "my_enum": MyEnum.FOO, + "my_pydantic": MyPydantic(foo="foo", bar=1), + "my_funny_pydantic": MyFunnyPydantic(foo="foo", bar=1), + "person": Person(name="foo"), + "a_bool": True, + "a_none": None, + "a_str": "foo", + "an_int": 1, + "a_float": 1.1, + } + + serde = JsonPlusSerializer() + + assert serde.loads(serde.dumps(to_serialize)) == to_serialize From c6a199abc21ef4cb3b0d1d3de2fc9be3bd1f799c Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Thu, 18 Apr 2024 16:51:17 -0700 Subject: [PATCH 03/13] Skip py39 --- langgraph/serde/jsonplus.py | 1 - tests/test_jsonplus.py | 18 +++++++++++++++--- 2 files changed, 15 insertions(+), 4 deletions(-) diff --git a/langgraph/serde/jsonplus.py b/langgraph/serde/jsonplus.py index 3fb3f69be..1428bfb3a 100644 --- a/langgraph/serde/jsonplus.py +++ b/langgraph/serde/jsonplus.py @@ -69,7 +69,6 @@ class JsonPlusSerializer(SerializerProtocol): ) def _reviver(self, value: dict[str, Any]) -> Any: - print(value) if ( value.get("lc", None) == 2 and value.get("type", None) == "constructor" diff --git a/tests/test_jsonplus.py b/tests/test_jsonplus.py index 3bbe41429..53ae49377 100644 --- a/tests/test_jsonplus.py +++ b/tests/test_jsonplus.py @@ -1,10 +1,13 @@ import dataclasses +import sys import uuid from datetime import datetime, timezone from enum import Enum import dataclasses_json +import pytest from langchain_core.pydantic_v1 import BaseModel as LcBaseModel +from langchain_core.runnables import RunnableMap from pydantic import BaseModel from langgraph.serde.jsonplus import JsonPlusSerializer @@ -49,9 +52,10 @@ class Person: name: str +@pytest.skipif(sys.version_info < (3, 10), reason="requires python3.10 or higher") def test_serde_jsonplus() -> None: - uid = uuid.uuid4() - current_time = datetime.now(timezone.max) + uid = uuid.UUID(int=1) + current_time = datetime(2024, 4, 19, 23, 4, 57, 51022, timezone.max) to_serialize = { "uid": uid, @@ -67,8 +71,16 @@ def test_serde_jsonplus() -> None: "a_str": "foo", "an_int": 1, "a_float": 1.1, + "runnable_map": RunnableMap({}), } serde = JsonPlusSerializer() - assert serde.loads(serde.dumps(to_serialize)) == to_serialize + dumped = serde.dumps(to_serialize) + + assert ( + dumped + == '{"a_bool": true, "a_float": 1.1, "a_none": null, "a_str": "foo", "an_int": 1, "my_dataclass": {"args": [], "id": ["tests", "test_jsonplus", "MyDataclass"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_enum": {"args": ["foo"], "id": ["tests", "test_jsonplus", "MyEnum"], "kwargs": {}, "lc": 2, "method": null, "type": "constructor"}, "my_funny_pydantic": {"args": [], "id": ["tests", "test_jsonplus", "MyFunnyPydantic"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_pydantic": {"args": [], "id": ["tests", "test_jsonplus", "MyPydantic"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_slotted_class": {"args": [], "id": ["tests", "test_jsonplus", "MyDataclassWSlots"], "kwargs": {"bar": 2, "foo": "bar"}, "lc": 2, "method": null, "type": "constructor"}, "person": {"args": [], "id": ["tests", "test_jsonplus", "Person"], "kwargs": {"name": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "runnable_map": {"graph": {"edges": [], "nodes": [{"data": "Parallel<>Input", "id": 0, "type": "schema"}, {"data": "Parallel<>Output", "id": 1, "type": "schema"}]}, "id": ["langchain", "schema", "runnable", "RunnableParallel"], "kwargs": {"steps": {}}, "lc": 1, "name": "RunnableParallel<>", "type": "constructor"}, "time": {"args": ["2024-04-19T23:04:57.051022+23:59"], "id": ["datetime", "datetime"], "kwargs": {}, "lc": 2, "method": "fromisoformat", "type": "constructor"}, "uid": {"args": ["00000000000000000000000000000001"], "id": ["uuid", "UUID"], "kwargs": {}, "lc": 2, "method": null, "type": "constructor"}}' + ) + + assert serde.loads(dumped) == to_serialize From 282454110238c0c0247abfcf3de96afec5f80eb7 Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Fri, 19 Apr 2024 07:56:01 -0700 Subject: [PATCH 04/13] Fix --- tests/test_jsonplus.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_jsonplus.py b/tests/test_jsonplus.py index 53ae49377..8a9de803c 100644 --- a/tests/test_jsonplus.py +++ b/tests/test_jsonplus.py @@ -52,7 +52,7 @@ class Person: name: str -@pytest.skipif(sys.version_info < (3, 10), reason="requires python3.10 or higher") +@pytest.mark.skipif(sys.version_info < (3, 10), reason="requires python3.10 or higher") def test_serde_jsonplus() -> None: uid = uuid.UUID(int=1) current_time = datetime(2024, 4, 19, 23, 4, 57, 51022, timezone.max) From 9bf90442e0b19c8d74683aac2d2d1bbe93a83151 Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Mon, 22 Apr 2024 10:47:44 -0700 Subject: [PATCH 05/13] Undo --- langgraph/prebuilt/chat_agent_executor.py | 24 +++++------------------ 1 file changed, 5 insertions(+), 19 deletions(-) diff --git a/langgraph/prebuilt/chat_agent_executor.py b/langgraph/prebuilt/chat_agent_executor.py index cd231e201..fbc254b96 100644 --- a/langgraph/prebuilt/chat_agent_executor.py +++ b/langgraph/prebuilt/chat_agent_executor.py @@ -1,8 +1,8 @@ import json -from typing import Annotated, Any, Optional, Sequence, TypedDict, Union +from typing import Annotated, Sequence, TypedDict, Union from langchain_core.language_models import LanguageModelLike -from langchain_core.messages import AIMessage, BaseMessage, FunctionMessage +from langchain_core.messages import BaseMessage, FunctionMessage from langchain_core.runnables import RunnableLambda from langchain_core.tools import BaseTool from langchain_core.utils.function_calling import convert_to_openai_function @@ -14,13 +14,6 @@ from langgraph.prebuilt.tool_executor import ToolExecutor, ToolInvocation from langgraph.prebuilt.tool_node import ToolNode -class RetriableError(Exception): - """An error that can be retried.""" - - def __init__(self, data: dict[str, Any]): - self.data = data - - # We create the AgentState that we will pass around # This simply involves a list of messages # We want steps to return messages to append to the list @@ -54,16 +47,9 @@ def create_function_calling_executor( return "continue" # Define the function that calls the model - def call_model(state: AgentState, retry: Optional[RetriableError] = None): - if retry: - # TODO try to fix the invalid tool calls - pass - - # call the model - response: AIMessage = model.invoke(state["messages"]) - # If there are invalid tool calls, we raise a RetriableError - if response.invalid_tool_calls: - raise RetriableError({"invalid_tool_calls": response.invalid_tool_calls}) + def call_model(state: AgentState): + messages = state["messages"] + response = model.invoke(messages) # We return a list, because this will get added to the existing list return {"messages": [response]} From d4982eb02200477c808308c9b56dc0f84037a34a Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Wed, 24 Apr 2024 15:40:15 -0700 Subject: [PATCH 06/13] Fix --- tests/test_jsonplus.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_jsonplus.py b/tests/test_jsonplus.py index 8a9de803c..aeb182627 100644 --- a/tests/test_jsonplus.py +++ b/tests/test_jsonplus.py @@ -80,7 +80,7 @@ def test_serde_jsonplus() -> None: assert ( dumped - == '{"a_bool": true, "a_float": 1.1, "a_none": null, "a_str": "foo", "an_int": 1, "my_dataclass": {"args": [], "id": ["tests", "test_jsonplus", "MyDataclass"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_enum": {"args": ["foo"], "id": ["tests", "test_jsonplus", "MyEnum"], "kwargs": {}, "lc": 2, "method": null, "type": "constructor"}, "my_funny_pydantic": {"args": [], "id": ["tests", "test_jsonplus", "MyFunnyPydantic"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_pydantic": {"args": [], "id": ["tests", "test_jsonplus", "MyPydantic"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_slotted_class": {"args": [], "id": ["tests", "test_jsonplus", "MyDataclassWSlots"], "kwargs": {"bar": 2, "foo": "bar"}, "lc": 2, "method": null, "type": "constructor"}, "person": {"args": [], "id": ["tests", "test_jsonplus", "Person"], "kwargs": {"name": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "runnable_map": {"graph": {"edges": [], "nodes": [{"data": "Parallel<>Input", "id": 0, "type": "schema"}, {"data": "Parallel<>Output", "id": 1, "type": "schema"}]}, "id": ["langchain", "schema", "runnable", "RunnableParallel"], "kwargs": {"steps": {}}, "lc": 1, "name": "RunnableParallel<>", "type": "constructor"}, "time": {"args": ["2024-04-19T23:04:57.051022+23:59"], "id": ["datetime", "datetime"], "kwargs": {}, "lc": 2, "method": "fromisoformat", "type": "constructor"}, "uid": {"args": ["00000000000000000000000000000001"], "id": ["uuid", "UUID"], "kwargs": {}, "lc": 2, "method": null, "type": "constructor"}}' + == """{"a_bool": true, "a_float": 1.1, "a_none": null, "a_str": "foo", "an_int": 1, "my_dataclass": {"args": [], "id": ["tests", "test_jsonplus", "MyDataclass"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_enum": {"args": ["foo"], "id": ["tests", "test_jsonplus", "MyEnum"], "kwargs": {}, "lc": 2, "method": null, "type": "constructor"}, "my_funny_pydantic": {"args": [], "id": ["tests", "test_jsonplus", "MyFunnyPydantic"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_pydantic": {"args": [], "id": ["tests", "test_jsonplus", "MyPydantic"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_slotted_class": {"args": [], "id": ["tests", "test_jsonplus", "MyDataclassWSlots"], "kwargs": {"bar": 2, "foo": "bar"}, "lc": 2, "method": null, "type": "constructor"}, "person": {"args": [], "id": ["tests", "test_jsonplus", "Person"], "kwargs": {"name": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "runnable_map": {"graph": {"edges": [], "nodes": [{"data": "Parallel<>Input", "id": 0, "type": "schema"}, {"data": "Parallel<>Output", "id": 1, "type": "schema"}]}, "id": ["langchain", "schema", "runnable", "RunnableParallel"], "kwargs": {"steps__": {}}, "lc": 1, "name": "RunnableParallel<>", "type": "constructor"}, "time": {"args": ["2024-04-19T23:04:57.051022+23:59"], "id": ["datetime", "datetime"], "kwargs": {}, "lc": 2, "method": "fromisoformat", "type": "constructor"}, "uid": {"args": ["00000000000000000000000000000001"], "id": ["uuid", "UUID"], "kwargs": {}, "lc": 2, "method": null, "type": "constructor"}}""" ) assert serde.loads(dumped) == to_serialize From e45c461d9913f58d9b3071b9b364ec71030c324c Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Wed, 24 Apr 2024 15:42:43 -0700 Subject: [PATCH 07/13] Fix --- tests/test_jsonplus.py | 17 ++++++++++------- 1 file changed, 10 insertions(+), 7 deletions(-) diff --git a/tests/test_jsonplus.py b/tests/test_jsonplus.py index aeb182627..4dacfafb4 100644 --- a/tests/test_jsonplus.py +++ b/tests/test_jsonplus.py @@ -32,13 +32,17 @@ class MyDataclass: pass -@dataclasses.dataclass(slots=True) -class MyDataclassWSlots: - foo: str - bar: int +if sys.version_info < (3, 10): + MyDataclassWSlots = MyDataclass +else: - def something(self) -> None: - pass + @dataclasses.dataclass(slots=True) + class MyDataclassWSlots: + foo: str + bar: int + + def something(self) -> None: + pass class MyEnum(Enum): @@ -52,7 +56,6 @@ class Person: name: str -@pytest.mark.skipif(sys.version_info < (3, 10), reason="requires python3.10 or higher") def test_serde_jsonplus() -> None: uid = uuid.UUID(int=1) current_time = datetime(2024, 4, 19, 23, 4, 57, 51022, timezone.max) From f9646b6a579f5851b0a33b87228c50271eede4a0 Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Wed, 24 Apr 2024 16:08:41 -0700 Subject: [PATCH 08/13] Use by default in sqlite adapters - Support loading pickled checkpoints for backwards compat - Update copy_checkpoint to coerce values to defaultdicts where needed --- langgraph/checkpoint/aiosqlite.py | 18 +++++++++++++----- langgraph/checkpoint/base.py | 11 +++++++---- langgraph/checkpoint/memory.py | 3 --- langgraph/checkpoint/sqlite.py | 19 ++++++++++++++----- langgraph/serde/jsonplus.py | 2 +- tests/test_jsonplus.py | 3 +-- 6 files changed, 36 insertions(+), 20 deletions(-) diff --git a/langgraph/checkpoint/aiosqlite.py b/langgraph/checkpoint/aiosqlite.py index b508cefb9..8a304b1a9 100644 --- a/langgraph/checkpoint/aiosqlite.py +++ b/langgraph/checkpoint/aiosqlite.py @@ -16,9 +16,12 @@ from langgraph.checkpoint.base import ( ) -class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): - serde = pickle +# for backwards compat we continue to support loading pickled checkpoints +def is_pickled(value: bytes) -> bool: + return value.startswith(b"\x80") and value.endswith(b".") + +class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): conn: aiosqlite.Connection is_setup: bool @@ -69,6 +72,11 @@ class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): self.is_setup = True + def _loads(self, value: bytes) -> Checkpoint: + if is_pickled(value): + return pickle.loads(value) + return self.serde.loads(value) + async def aget_tuple(self, config: RunnableConfig) -> Optional[CheckpointTuple]: await self.setup() if config["configurable"].get("thread_ts"): @@ -82,7 +90,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): if value := await cursor.fetchone(): return CheckpointTuple( config, - self.serde.loads(value[0]), + self._loads(value[0]), { "configurable": { "thread_id": config["configurable"]["thread_id"], @@ -105,7 +113,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): "thread_ts": value[1], } }, - self.serde.loads(value[3]), + self._loads(value[3]), { "configurable": { "thread_id": value[0], @@ -125,7 +133,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): async for thread_id, thread_ts, parent_ts, value in cursor: yield CheckpointTuple( {"configurable": {"thread_id": thread_id, "thread_ts": thread_ts}}, - self.serde.loads(value), + self._loads(value), {"configurable": {"thread_id": thread_id, "thread_ts": parent_ts}} if parent_ts else None, diff --git a/langgraph/checkpoint/base.py b/langgraph/checkpoint/base.py index 28b485845..b8c0a9ec7 100644 --- a/langgraph/checkpoint/base.py +++ b/langgraph/checkpoint/base.py @@ -1,6 +1,5 @@ from abc import ABC from collections import defaultdict -from copy import deepcopy from datetime import datetime, timezone from typing import ( Any, @@ -14,6 +13,7 @@ from typing import ( from langchain_core.runnables import ConfigurableFieldSpec, RunnableConfig from langgraph.serde.base import SerializerProtocol +from langgraph.serde.jsonplus import JsonPlusSerializer from langgraph.utils import StrEnum @@ -63,8 +63,11 @@ def copy_checkpoint(checkpoint: Checkpoint) -> Checkpoint: v=checkpoint["v"], ts=checkpoint["ts"], channel_values=checkpoint["channel_values"].copy(), - channel_versions=checkpoint["channel_versions"].copy(), - versions_seen=deepcopy(checkpoint["versions_seen"]), + channel_versions=defaultdict(int, checkpoint["channel_versions"]), + versions_seen=defaultdict( + _seen_dict, + {k: defaultdict(int, v) for k, v in checkpoint["versions_seen"].items()}, + ), ) @@ -105,7 +108,7 @@ CheckpointThreadTs = ConfigurableFieldSpec( class BaseCheckpointSaver(ABC): at: CheckpointAt = CheckpointAt.END_OF_STEP - serde: SerializerProtocol + serde: SerializerProtocol = JsonPlusSerializer() def __init__( self, diff --git a/langgraph/checkpoint/memory.py b/langgraph/checkpoint/memory.py index c3348ed29..3f3ba5e63 100644 --- a/langgraph/checkpoint/memory.py +++ b/langgraph/checkpoint/memory.py @@ -1,5 +1,4 @@ import asyncio -import pickle from collections import defaultdict from typing import AsyncIterator, Iterator, Optional @@ -15,8 +14,6 @@ from langgraph.checkpoint.base import ( class MemorySaver(BaseCheckpointSaver): - serde = pickle - storage: defaultdict[str, dict[str, Checkpoint]] def __init__( diff --git a/langgraph/checkpoint/sqlite.py b/langgraph/checkpoint/sqlite.py index 829874646..96e2bafcb 100644 --- a/langgraph/checkpoint/sqlite.py +++ b/langgraph/checkpoint/sqlite.py @@ -16,9 +16,13 @@ from langgraph.checkpoint.base import ( ) -class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): - serde = pickle +# for backwards compat we continue to support loading pickled checkpoints +def is_pickled(value: bytes) -> bool: + print(value, type(value)) + return value.startswith(b"\x80") and value.endswith(b".") + +class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): conn: sqlite3.Connection is_setup: bool @@ -78,6 +82,11 @@ class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): self.conn.commit() cur.close() + def _loads(self, value: bytes) -> Checkpoint: + if is_pickled(value): + return pickle.loads(value) + return self.serde.loads(value) + def get_tuple(self, config: RunnableConfig) -> Optional[CheckpointTuple]: with self.cursor(transaction=False) as cur: if config["configurable"].get("thread_ts"): @@ -91,7 +100,7 @@ class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): if value := cur.fetchone(): return CheckpointTuple( config, - self.serde.loads(value[0]), + self._loads(value[0]), { "configurable": { "thread_id": config["configurable"]["thread_id"], @@ -114,7 +123,7 @@ class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): "thread_ts": value[1], } }, - self.serde.loads(value[3]), + self._loads(value[3]), { "configurable": { "thread_id": value[0], @@ -134,7 +143,7 @@ class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): for thread_id, thread_ts, parent_ts, value in cur: yield CheckpointTuple( {"configurable": {"thread_id": thread_id, "thread_ts": thread_ts}}, - self.serde.loads(value), + self._loads(value), { "configurable": { "thread_id": thread_id, diff --git a/langgraph/serde/jsonplus.py b/langgraph/serde/jsonplus.py index 1428bfb3a..9fe4b9d3c 100644 --- a/langgraph/serde/jsonplus.py +++ b/langgraph/serde/jsonplus.py @@ -90,7 +90,7 @@ class JsonPlusSerializer(SerializerProtocol): return LC_REVIVER(value) def dumps(self, obj: Any) -> bytes: - return json.dumps(obj, default=self._default, sort_keys=True) + return json.dumps(obj, default=self._default, sort_keys=True).encode() def loads(self, data: bytes) -> Any: return json.loads(data, object_hook=self._reviver) diff --git a/tests/test_jsonplus.py b/tests/test_jsonplus.py index 4dacfafb4..df4956a15 100644 --- a/tests/test_jsonplus.py +++ b/tests/test_jsonplus.py @@ -5,7 +5,6 @@ from datetime import datetime, timezone from enum import Enum import dataclasses_json -import pytest from langchain_core.pydantic_v1 import BaseModel as LcBaseModel from langchain_core.runnables import RunnableMap from pydantic import BaseModel @@ -83,7 +82,7 @@ def test_serde_jsonplus() -> None: assert ( dumped - == """{"a_bool": true, "a_float": 1.1, "a_none": null, "a_str": "foo", "an_int": 1, "my_dataclass": {"args": [], "id": ["tests", "test_jsonplus", "MyDataclass"], "kwargs": {"bar": 1, "foo": 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"schema"}]}, "id": ["langchain", "schema", "runnable", "RunnableParallel"], "kwargs": {"steps__": {}}, "lc": 1, "name": "RunnableParallel<>", "type": "constructor"}, "time": {"args": ["2024-04-19T23:04:57.051022+23:59"], "id": ["datetime", "datetime"], "kwargs": {}, "lc": 2, "method": "fromisoformat", "type": "constructor"}, "uid": {"args": ["00000000000000000000000000000001"], "id": ["uuid", "UUID"], "kwargs": {}, "lc": 2, "method": null, "type": "constructor"}}""" + == b"""{"a_bool": true, "a_float": 1.1, "a_none": null, "a_str": "foo", "an_int": 1, "my_dataclass": {"args": [], "id": ["tests", "test_jsonplus", "MyDataclass"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": null, "type": "constructor"}, "my_enum": {"args": ["foo"], "id": ["tests", "test_jsonplus", "MyEnum"], "kwargs": {}, "lc": 2, "method": null, "type": "constructor"}, "my_funny_pydantic": {"args": [], "id": ["tests", "test_jsonplus", "MyFunnyPydantic"], "kwargs": {"bar": 1, "foo": "foo"}, "lc": 2, "method": 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-0700 Subject: [PATCH 10/13] Fix --- langgraph/checkpoint/aiosqlite.py | 20 ++++++-------------- langgraph/checkpoint/sqlite.py | 22 +++++++++++----------- 2 files changed, 17 insertions(+), 25 deletions(-) diff --git a/langgraph/checkpoint/aiosqlite.py b/langgraph/checkpoint/aiosqlite.py index 8a304b1a9..8d9d3fbc0 100644 --- a/langgraph/checkpoint/aiosqlite.py +++ b/langgraph/checkpoint/aiosqlite.py @@ -1,4 +1,3 @@ -import pickle from contextlib import AbstractAsyncContextManager from types import TracebackType from typing import AsyncIterator, Optional @@ -14,14 +13,12 @@ from langgraph.checkpoint.base import ( CheckpointTuple, SerializerProtocol, ) - - -# for backwards compat we continue to support loading pickled checkpoints -def is_pickled(value: bytes) -> bool: - return value.startswith(b"\x80") and value.endswith(b".") +from langgraph.checkpoint.sqlite import JsonPlusSerializerCompat class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): + serde = JsonPlusSerializerCompat() + conn: aiosqlite.Connection is_setup: bool @@ -72,11 +69,6 @@ class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): self.is_setup = True - def _loads(self, value: bytes) -> Checkpoint: - if is_pickled(value): - return pickle.loads(value) - return self.serde.loads(value) - async def aget_tuple(self, config: RunnableConfig) -> Optional[CheckpointTuple]: await self.setup() if config["configurable"].get("thread_ts"): @@ -90,7 +82,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): if value := await cursor.fetchone(): return CheckpointTuple( config, - self._loads(value[0]), + self.serde.loads(value[0]), { "configurable": { "thread_id": config["configurable"]["thread_id"], @@ -113,7 +105,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): "thread_ts": value[1], } }, - self._loads(value[3]), + self.serde.loads(value[3]), { "configurable": { "thread_id": value[0], @@ -133,7 +125,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver, AbstractAsyncContextManager): async for thread_id, thread_ts, parent_ts, value in cursor: yield CheckpointTuple( {"configurable": {"thread_id": thread_id, "thread_ts": thread_ts}}, - self._loads(value), + self.serde.loads(value), {"configurable": {"thread_id": thread_id, "thread_ts": parent_ts}} if parent_ts else None, diff --git a/langgraph/checkpoint/sqlite.py b/langgraph/checkpoint/sqlite.py index 96e2bafcb..118f328fc 100644 --- a/langgraph/checkpoint/sqlite.py +++ b/langgraph/checkpoint/sqlite.py @@ -14,15 +14,20 @@ from langgraph.checkpoint.base import ( CheckpointTuple, SerializerProtocol, ) +from langgraph.serde.jsonplus import JsonPlusSerializer # for backwards compat we continue to support loading pickled checkpoints -def is_pickled(value: bytes) -> bool: - print(value, type(value)) - return value.startswith(b"\x80") and value.endswith(b".") +class JsonPlusSerializerCompat(JsonPlusSerializer): + def loads(self, data: bytes) -> pickle.Any: + if data.startswith(b"\x80") and data.endswith(b"."): + return pickle.loads(data) + return super().loads(data) class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): + serde = JsonPlusSerializerCompat + conn: sqlite3.Connection is_setup: bool @@ -82,11 +87,6 @@ class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): self.conn.commit() cur.close() - def _loads(self, value: bytes) -> Checkpoint: - if is_pickled(value): - return pickle.loads(value) - return self.serde.loads(value) - def get_tuple(self, config: RunnableConfig) -> Optional[CheckpointTuple]: with self.cursor(transaction=False) as cur: if config["configurable"].get("thread_ts"): @@ -100,7 +100,7 @@ class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): if value := cur.fetchone(): return CheckpointTuple( config, - self._loads(value[0]), + self.serde.loads(value[0]), { "configurable": { "thread_id": config["configurable"]["thread_id"], @@ -123,7 +123,7 @@ class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): "thread_ts": value[1], } }, - self._loads(value[3]), + self.serde.loads(value[3]), { "configurable": { "thread_id": value[0], @@ -143,7 +143,7 @@ class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): for thread_id, thread_ts, parent_ts, value in cur: yield CheckpointTuple( {"configurable": {"thread_id": thread_id, "thread_ts": thread_ts}}, - self._loads(value), + self.serde.loads(value), { "configurable": { "thread_id": thread_id, From 4b8599b325fad61dd26a51839f3803c2b472455b Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Wed, 24 Apr 2024 16:19:32 -0700 Subject: [PATCH 11/13] Fix 39 --- tests/test_jsonplus.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/tests/test_jsonplus.py b/tests/test_jsonplus.py index df4956a15..9b32127e5 100644 --- a/tests/test_jsonplus.py +++ b/tests/test_jsonplus.py @@ -32,7 +32,9 @@ class MyDataclass: if sys.version_info < (3, 10): - MyDataclassWSlots = MyDataclass + + class MyDataclassWSlots(MyDataclass): + pass else: @dataclasses.dataclass(slots=True) From 2e9e29243fa9cf083e1acb682982b64527677b87 Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Wed, 24 Apr 2024 16:20:43 -0700 Subject: [PATCH 12/13] Lint --- langgraph/checkpoint/sqlite.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/langgraph/checkpoint/sqlite.py b/langgraph/checkpoint/sqlite.py index 118f328fc..8af0ba81d 100644 --- a/langgraph/checkpoint/sqlite.py +++ b/langgraph/checkpoint/sqlite.py @@ -2,7 +2,7 @@ import pickle import sqlite3 from contextlib import AbstractContextManager, contextmanager from types import TracebackType -from typing import Iterator, Optional +from typing import Any, Iterator, Optional from langchain_core.runnables import RunnableConfig from typing_extensions import Self @@ -19,7 +19,7 @@ from langgraph.serde.jsonplus import JsonPlusSerializer # for backwards compat we continue to support loading pickled checkpoints class JsonPlusSerializerCompat(JsonPlusSerializer): - def loads(self, data: bytes) -> pickle.Any: + def loads(self, data: bytes) -> Any: if data.startswith(b"\x80") and data.endswith(b"."): return pickle.loads(data) return super().loads(data) From f975bd1c2889e7f9025e9787a4d10621d75d25f3 Mon Sep 17 00:00:00 2001 From: Nuno Campos Date: Wed, 24 Apr 2024 16:23:31 -0700 Subject: [PATCH 13/13] Fix --- langgraph/checkpoint/sqlite.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/langgraph/checkpoint/sqlite.py b/langgraph/checkpoint/sqlite.py index 8af0ba81d..0378b80c6 100644 --- a/langgraph/checkpoint/sqlite.py +++ b/langgraph/checkpoint/sqlite.py @@ -26,7 +26,7 @@ class JsonPlusSerializerCompat(JsonPlusSerializer): class SqliteSaver(BaseCheckpointSaver, AbstractContextManager): - serde = JsonPlusSerializerCompat + serde = JsonPlusSerializerCompat() conn: sqlite3.Connection