diff --git a/libs/core/langchain_core/callbacks/manager.py b/libs/core/langchain_core/callbacks/manager.py index db1e6faa493..8d3ecb6c059 100644 --- a/libs/core/langchain_core/callbacks/manager.py +++ b/libs/core/langchain_core/callbacks/manager.py @@ -1918,7 +1918,7 @@ def _configure( ) run_tree = get_run_tree_context() - parent_run_id = None if run_tree is None else getattr(run_tree, "id") + parent_run_id = None if run_tree is None else run_tree.id callback_manager = callback_manager_cls(handlers=[], parent_run_id=parent_run_id) if inheritable_callbacks or local_callbacks: if isinstance(inheritable_callbacks, list) or inheritable_callbacks is None: @@ -1929,10 +1929,22 @@ def _configure( parent_run_id=parent_run_id, ) else: + parent_run_id_ = inheritable_callbacks.parent_run_id + # Break ties between the external tracing context and inherited context + if parent_run_id is not None: + if parent_run_id_ is None: + parent_run_id_ = parent_run_id + # If the LC parent has already been reflected + # in the run tree, we know the run_tree is either the + # same parent or a child of the parent. + elif run_tree and str(parent_run_id_) in run_tree.dotted_order: + parent_run_id_ = parent_run_id + # Otherwise, we assume the LC context has progressed + # beyond the run tree and we should not inherit the parent. callback_manager = callback_manager_cls( handlers=inheritable_callbacks.handlers.copy(), inheritable_handlers=inheritable_callbacks.inheritable_handlers.copy(), - parent_run_id=inheritable_callbacks.parent_run_id, + parent_run_id=parent_run_id_, tags=inheritable_callbacks.tags.copy(), inheritable_tags=inheritable_callbacks.inheritable_tags.copy(), metadata=inheritable_callbacks.metadata.copy(), diff --git a/libs/core/langchain_core/runnables/base.py b/libs/core/langchain_core/runnables/base.py index eee42e876e6..b51cb5d89fc 100644 --- a/libs/core/langchain_core/runnables/base.py +++ b/libs/core/langchain_core/runnables/base.py @@ -45,6 +45,7 @@ from langchain_core.load.serializable import ( from langchain_core.pydantic_v1 import BaseModel, Field from langchain_core.runnables.config import ( RunnableConfig, + _set_config_context, acall_func_with_variable_args, call_func_with_variable_args, ensure_config, @@ -55,7 +56,6 @@ from langchain_core.runnables.config import ( merge_configs, patch_config, run_in_executor, - var_child_runnable_config, ) from langchain_core.runnables.graph import Graph from langchain_core.runnables.schema import StreamEvent @@ -1503,7 +1503,7 @@ class Runnable(Generic[Input, Output], ABC): try: child_config = patch_config(config, callbacks=run_manager.get_child()) context = copy_context() - context.run(var_child_runnable_config.set, child_config) + context.run(_set_config_context, child_config) output = cast( Output, context.run( @@ -1551,7 +1551,7 @@ class Runnable(Generic[Input, Output], ABC): try: child_config = patch_config(config, callbacks=run_manager.get_child()) context = copy_context() - context.run(var_child_runnable_config.set, child_config) + context.run(_set_config_context, child_config) coro = acall_func_with_variable_args( func, input, config, run_manager, **kwargs ) @@ -1760,7 +1760,7 @@ class Runnable(Generic[Input, Output], ABC): if accepts_run_manager(transformer): kwargs["run_manager"] = run_manager context = copy_context() - context.run(var_child_runnable_config.set, child_config) + context.run(_set_config_context, child_config) iterator = context.run(transformer, input_for_transform, **kwargs) # type: ignore[arg-type] if stream_handler := next( ( @@ -1860,7 +1860,7 @@ class Runnable(Generic[Input, Output], ABC): if accepts_run_manager(transformer): kwargs["run_manager"] = run_manager context = copy_context() - context.run(var_child_runnable_config.set, child_config) + context.run(_set_config_context, child_config) iterator = context.run(transformer, input_for_transform, **kwargs) # type: ignore[arg-type] if stream_handler := next( diff --git a/libs/core/langchain_core/runnables/config.py b/libs/core/langchain_core/runnables/config.py index 4bf32c605f0..f69a0b00000 100644 --- a/libs/core/langchain_core/runnables/config.py +++ b/libs/core/langchain_core/runnables/config.py @@ -109,6 +109,25 @@ var_child_runnable_config = ContextVar( ) +def _set_config_context(config: RunnableConfig) -> None: + """Set the child runnable config + tracing context + + Args: + config (RunnableConfig): The config to set. + """ + from langsmith import ( + RunTree, # type: ignore + run_helpers, # type: ignore + ) + + var_child_runnable_config.set(config) + if hasattr(RunTree, "from_runnable_config"): + # import _set_tracing_context, get_tracing_context + rt = RunTree.from_runnable_config(dict(config)) + tc = run_helpers.get_tracing_context() + run_helpers._set_tracing_context({**tc, "parent": rt}) + + def ensure_config(config: Optional[RunnableConfig] = None) -> RunnableConfig: """Ensure that a config is a dict with all keys present. diff --git a/libs/core/langchain_core/tools.py b/libs/core/langchain_core/tools.py index b1321042ec8..26348fc7b52 100644 --- a/libs/core/langchain_core/tools.py +++ b/libs/core/langchain_core/tools.py @@ -65,9 +65,9 @@ from langchain_core.runnables import ( ensure_config, ) from langchain_core.runnables.config import ( + _set_config_context, patch_config, run_in_executor, - var_child_runnable_config, ) from langchain_core.runnables.utils import accepts_context @@ -402,7 +402,7 @@ class ChildTool(BaseTool): callbacks=run_manager.get_child(), ) context = copy_context() - context.run(var_child_runnable_config.set, child_config) + context.run(_set_config_context, child_config) parsed_input = self._parse_input(tool_input) tool_args, tool_kwargs = self._to_args_and_kwargs(parsed_input) observation = ( @@ -502,7 +502,7 @@ class ChildTool(BaseTool): callbacks=run_manager.get_child(), ) context = copy_context() - context.run(var_child_runnable_config.set, child_config) + context.run(_set_config_context, child_config) coro = ( context.run( self._arun, *tool_args, run_manager=run_manager, **tool_kwargs diff --git a/libs/core/poetry.lock b/libs/core/poetry.lock index eda00e260fa..15a5b91490f 100644 --- a/libs/core/poetry.lock +++ b/libs/core/poetry.lock @@ -1,14 +1,14 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "annotated-types" -version = "0.6.0" +version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" files = [ - {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"}, - {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"}, + {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.dependencies] @@ -16,13 +16,13 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""} [[package]] name = "anyio" -version = "4.3.0" +version = "4.4.0" description = "High level compatibility layer for multiple asynchronous event loop 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a/libs/core/pyproject.toml b/libs/core/pyproject.toml index d7ec0b6bb02..31292512d18 100644 --- a/libs/core/pyproject.toml +++ b/libs/core/pyproject.toml @@ -11,7 +11,7 @@ repository = "https://github.com/langchain-ai/langchain" [tool.poetry.dependencies] python = ">=3.8.1,<4.0" pydantic = ">=1,<3" -langsmith = "^0.1.0" +langsmith = "^0.1.65" tenacity = "^8.1.0" jsonpatch = "^1.33" PyYAML = ">=5.3" diff --git a/libs/core/tests/unit_tests/runnables/test_tracing_interops.py b/libs/core/tests/unit_tests/runnables/test_tracing_interops.py new file mode 100644 index 00000000000..ef9543b0467 --- /dev/null +++ b/libs/core/tests/unit_tests/runnables/test_tracing_interops.py @@ -0,0 +1,170 @@ +import json +import sys +import time +from unittest.mock import MagicMock + +import pytest +from langsmith import Client, traceable + +from langchain_core.runnables.base import RunnableLambda +from langchain_core.tracers.langchain import LangChainTracer + + +def _get_posts(client: Client) -> list: + mock_calls = client.session.request.mock_calls # type: ignore + posts = [] + for call in mock_calls: + if call.args: + if call.args[0] != "POST": + continue + assert call.args[0] == "POST" + assert call.args[1].startswith("https://api.smith.langchain.com") + body = json.loads(call.kwargs["data"]) + assert body["post"] + posts.extend(body["post"]) + return posts + + +def test_config_traceable_handoff() -> None: + mock_session = MagicMock() + mock_client_ = Client(session=mock_session, api_key="test") + tracer = LangChainTracer(client=mock_client_) + + @traceable + def my_great_great_grandchild_function(a: int) -> int: + return a + 1 + + @RunnableLambda + def my_great_grandchild_function(a: int) -> int: + return my_great_great_grandchild_function(a) + + @RunnableLambda + def my_grandchild_function(a: int) -> int: + return my_great_grandchild_function.invoke(a) + + @traceable + def my_child_function(a: int) -> int: + return my_grandchild_function.invoke(a) * 3 + + @traceable() + def my_function(a: int) -> int: + return my_child_function(a) + + def my_parent_function(a: int) -> int: + return my_function(a) + + my_parent_runnable = RunnableLambda(my_parent_function) + + assert my_parent_runnable.invoke(1, {"callbacks": [tracer]}) == 6 + for _ in range(15): + time.sleep(0.1) + posts = _get_posts(mock_client_) + if len(posts) == 6: + break + # There should have been 6 runs created, + # one for each function invocation + assert len(posts) == 6 + name_to_body = {post["name"]: post for post in posts} + ordered_names = [ + "my_parent_function", + "my_function", + "my_child_function", + "my_grandchild_function", + "my_great_grandchild_function", + "my_great_great_grandchild_function", + ] + trace_id = posts[0]["trace_id"] + last_dotted_order = None + parent_run_id = None + for name in ordered_names: + id_ = name_to_body[name]["id"] + parent_run_id_ = name_to_body[name]["parent_run_id"] + if parent_run_id_ is not None: + assert parent_run_id == parent_run_id_ + assert name in name_to_body + # All within the same trace + assert name_to_body[name]["trace_id"] == trace_id + dotted_order: str = name_to_body[name]["dotted_order"] + assert dotted_order is not None + if last_dotted_order is not None: + assert dotted_order > last_dotted_order + assert dotted_order.startswith(last_dotted_order), ( + "Unexpected dotted order for run" + f" {name}\n{dotted_order}\n{last_dotted_order}" + ) + last_dotted_order = dotted_order + parent_run_id = id_ + + +@pytest.mark.skipif( + sys.version_info < (3, 11), reason="Asyncio context vars require Python 3.11+" +) +async def test_config_traceable_async_handoff() -> None: + mock_session = MagicMock() + mock_client_ = Client(session=mock_session, api_key="test") + tracer = LangChainTracer(client=mock_client_) + + @traceable + def my_great_great_grandchild_function(a: int) -> int: + return a + 1 + + @RunnableLambda + def my_great_grandchild_function(a: int) -> int: + return my_great_great_grandchild_function(a) + + @RunnableLambda # type: ignore + async def my_grandchild_function(a: int) -> int: + return my_great_grandchild_function.invoke(a) + + @traceable + async def my_child_function(a: int) -> int: + return await my_grandchild_function.ainvoke(a) * 3 # type: ignore + + @traceable() + async def my_function(a: int) -> int: + return await my_child_function(a) + + async def my_parent_function(a: int) -> int: + return await my_function(a) + + my_parent_runnable = RunnableLambda(my_parent_function) # type: ignore + result = await my_parent_runnable.ainvoke(1, {"callbacks": [tracer]}) + assert result == 6 + for _ in range(15): + time.sleep(0.1) + posts = _get_posts(mock_client_) + if len(posts) == 6: + break + # There should have been 6 runs created, + # one for each function invocation + assert len(posts) == 6 + name_to_body = {post["name"]: post for post in posts} + ordered_names = [ + "my_parent_function", + "my_function", + "my_child_function", + "my_grandchild_function", + "my_great_grandchild_function", + "my_great_great_grandchild_function", + ] + trace_id = posts[0]["trace_id"] + last_dotted_order = None + parent_run_id = None + for name in ordered_names: + id_ = name_to_body[name]["id"] + parent_run_id_ = name_to_body[name]["parent_run_id"] + if parent_run_id_ is not None: + assert parent_run_id == parent_run_id_ + assert name in name_to_body + # All within the same trace + assert name_to_body[name]["trace_id"] == trace_id + dotted_order: str = name_to_body[name]["dotted_order"] + assert dotted_order is not None + if last_dotted_order is not None: + assert dotted_order > last_dotted_order + assert dotted_order.startswith(last_dotted_order), ( + "Unexpected dotted order for run" + f" {name}\n{dotted_order}\n{last_dotted_order}" + ) + last_dotted_order = dotted_order + parent_run_id = id_