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Merge pull request #1688 from langchain-ai/wfh/tracing_interops_norebase
Add tracing propagation test
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import json | ||
import sys | ||
import time | ||
from typing import Any, Callable, Tuple, TypedDict, TypeVar | ||
from unittest.mock import MagicMock | ||
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import langsmith as ls | ||
from langchain_core.runnables import RunnableConfig | ||
from langchain_core.tracers import LangChainTracer | ||
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from langgraph.graph import StateGraph | ||
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def _get_mock_client(**kwargs: Any) -> ls.Client: | ||
mock_session = MagicMock() | ||
return ls.Client(session=mock_session, api_key="test", **kwargs) | ||
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def _get_calls( | ||
mock_client: Any, | ||
verbs: set[str] = {"POST"}, | ||
) -> list: | ||
return [ | ||
c | ||
for c in mock_client.session.request.mock_calls | ||
if c.args and c.args[0] in verbs | ||
] | ||
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T = TypeVar("T") | ||
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def wait_for( | ||
condition: Callable[[], Tuple[T, bool]], | ||
max_sleep_time: int = 10, | ||
sleep_time: int = 3, | ||
) -> T: | ||
"""Wait for a condition to be true.""" | ||
start_time = time.time() | ||
last_e = None | ||
while time.time() - start_time < max_sleep_time: | ||
try: | ||
res, cond = condition() | ||
if cond: | ||
return res | ||
except Exception as e: | ||
last_e = e | ||
time.sleep(sleep_time) | ||
total_time = time.time() - start_time | ||
if last_e is not None: | ||
raise last_e | ||
raise ValueError(f"Callable did not return within {total_time}") | ||
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async def test_nested_tracing(): | ||
lt_py_311 = sys.version_info < (3, 11) | ||
mock_client = _get_mock_client() | ||
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class State(TypedDict): | ||
value: str | ||
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@ls.traceable | ||
async def some_traceable(content: State): | ||
return await child_graph.ainvoke(content) | ||
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async def parent_node(state: State, config: RunnableConfig) -> State: | ||
if lt_py_311: | ||
result = await some_traceable(state, langsmith_extra={"config": config}) | ||
else: | ||
result = await some_traceable(state) | ||
return {"value": f"parent_{result['value']}"} | ||
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async def child_node(state: State) -> State: | ||
return {"value": f"child_{state['value']}"} | ||
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child_builder = StateGraph(State) | ||
child_builder.add_node(child_node) | ||
child_builder.add_edge("__start__", "child_node") | ||
child_graph = child_builder.compile() | ||
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parent_builder = StateGraph(State) | ||
parent_builder.add_node(parent_node) | ||
parent_builder.add_edge("__start__", "parent_node") | ||
parent_graph = parent_builder.compile() | ||
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tracer = LangChainTracer(client=mock_client) | ||
result = await parent_graph.ainvoke({"value": "input"}, {"callbacks": [tracer]}) | ||
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assert result == {"value": "parent_child_input"} | ||
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def get_posts(): | ||
post_calls = _get_calls(mock_client, verbs={"POST"}) | ||
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posts = [p for c in post_calls for p in json.loads(c.kwargs["data"])["post"]] | ||
names = [p.get("name") for p in posts] | ||
if "child_node" in names: | ||
return posts, True | ||
return None, False | ||
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posts = wait_for(get_posts) | ||
# If the callbacks weren't propagated correctly, we'd | ||
# end up with broken dotted_orders | ||
parent_run = next(data for data in posts if data["name"] == "parent_node") | ||
child_run = next(data for data in posts if data["name"] == "child_node") | ||
traceable_run = next(data for data in posts if data["name"] == "some_traceable") | ||
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assert child_run["dotted_order"].startswith(traceable_run["dotted_order"]) | ||
assert traceable_run["dotted_order"].startswith(parent_run["dotted_order"]) | ||
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assert child_run["parent_run_id"] == traceable_run["id"] | ||
assert traceable_run["parent_run_id"] == parent_run["id"] | ||
assert parent_run["trace_id"] == child_run["trace_id"] == traceable_run["trace_id"] |