mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-09-09 11:17:53 +02:00
Add test for waiting edge triggered via conditional edge
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@@ -2820,6 +2820,130 @@ def test_in_one_fan_out_state_graph_waiting_edge() -> None:
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]
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def test_in_one_fan_out_state_graph_waiting_edge_via_branch() -> None:
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def sorted_add(
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x: list[str], y: Union[list[str], list[tuple[str, str]]]
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) -> list[str]:
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if isinstance(y[0], tuple):
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for rem, _ in y:
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x.remove(rem)
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y = [t[1] for t in y]
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return sorted(operator.add(x, y))
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class State(TypedDict, total=False):
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query: str
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answer: str
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docs: Annotated[list[str], sorted_add]
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def rewrite_query(data: State) -> State:
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return {"query": f'query: {data["query"]}'}
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def analyzer_one(data: State) -> State:
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return {"query": f'analyzed: {data["query"]}'}
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def retriever_one(data: State) -> State:
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return {"docs": ["doc1", "doc2"]}
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def retriever_two(data: State) -> State:
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return {"docs": ["doc3", "doc4"]}
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def qa(data: State) -> State:
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return {"answer": ",".join(data["docs"])}
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workflow = StateGraph(State)
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workflow.add_node("rewrite_query", rewrite_query)
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workflow.add_node("analyzer_one", analyzer_one)
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workflow.add_node("retriever_one", retriever_one)
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workflow.add_node("retriever_two", retriever_two)
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workflow.add_node("qa", qa)
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workflow.set_entry_point("rewrite_query")
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workflow.add_edge("rewrite_query", "analyzer_one")
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workflow.add_edge("analyzer_one", "retriever_one")
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workflow.add_conditional_edges(
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"rewrite_query", lambda _: "retriever_two", {"retriever_two": "retriever_two"}
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)
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workflow.add_edge(["retriever_one", "retriever_two"], "qa")
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workflow.set_finish_point("qa")
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app = workflow.compile()
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assert app.get_graph().draw_ascii() == (
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""" +-----------+
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| __start__ |
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+-----------+
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*
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*
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*
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+---------------+
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| rewrite_query |
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+---------------+
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** **
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** **
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** **
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+--------------+ +-------------------------+
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| analyzer_one | | rewrite_query_condition |
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+--------------+ +-------------------------+
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* *
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* *
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* *
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+---------------+ +---------------+
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| retriever_one | | retriever_two |
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+---------------+ +---------------+
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** **
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** **
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** **
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+----+
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| qa |
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+----+
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*
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*
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*
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+---------+
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| __end__ |
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+---------+ """
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)
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assert app.invoke({"query": "what is weather in sf"}, debug=True) == {
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"query": "analyzed: query: what is weather in sf",
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"docs": ["doc1", "doc2", "doc3", "doc4"],
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"answer": "doc1,doc2,doc3,doc4",
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}
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assert [*app.stream({"query": "what is weather in sf"})] == [
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{"__start__": {"query": "what is weather in sf"}},
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{"rewrite_query": {"query": "query: what is weather in sf"}},
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{
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"analyzer_one": {"query": "analyzed: query: what is weather in sf"},
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"retriever_two": {"docs": ["doc3", "doc4"]},
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},
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{"retriever_one": {"docs": ["doc1", "doc2"]}},
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{"qa": {"answer": "doc1,doc2,doc3,doc4"}},
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]
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app_w_interrupt = workflow.compile(
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checkpointer=MemorySaverAssertImmutable(), interrupt_after=["retriever_one"]
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)
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config = {"configurable": {"thread_id": "1"}}
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assert [
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c for c in app_w_interrupt.stream({"query": "what is weather in sf"}, config)
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] == [
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{"__start__": {"query": "what is weather in sf"}},
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{"rewrite_query": {"query": "query: what is weather in sf"}},
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{
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"analyzer_one": {"query": "analyzed: query: what is weather in sf"},
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"retriever_two": {"docs": ["doc3", "doc4"]},
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},
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{"retriever_one": {"docs": ["doc1", "doc2"]}},
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]
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assert [c for c in app_w_interrupt.stream(None, config)] == [
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{"qa": {"answer": "doc1,doc2,doc3,doc4"}},
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]
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def test_in_one_fan_out_state_graph_waiting_edge_plus_regular() -> None:
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def sorted_add(
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x: list[str], y: Union[list[str], list[tuple[str, str]]]
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@@ -2614,6 +2614,133 @@ async def test_in_one_fan_out_state_graph_waiting_edge() -> None:
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]
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async def test_in_one_fan_out_state_graph_waiting_edge_via_branch() -> None:
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def sorted_add(
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x: list[str], y: Union[list[str], list[tuple[str, str]]]
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) -> list[str]:
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if isinstance(y[0], tuple):
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for rem, _ in y:
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x.remove(rem)
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y = [t[1] for t in y]
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return sorted(operator.add(x, y))
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class State(TypedDict, total=False):
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query: str
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answer: str
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docs: Annotated[list[str], sorted_add]
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async def rewrite_query(data: State) -> State:
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return {"query": f'query: {data["query"]}'}
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async def analyzer_one(data: State) -> State:
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return {"query": f'analyzed: {data["query"]}'}
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async def retriever_one(data: State) -> State:
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return {"docs": ["doc1", "doc2"]}
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async def retriever_two(data: State) -> State:
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return {"docs": ["doc3", "doc4"]}
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async def qa(data: State) -> State:
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return {"answer": ",".join(data["docs"])}
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workflow = StateGraph(State)
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workflow.add_node("rewrite_query", rewrite_query)
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workflow.add_node("analyzer_one", analyzer_one)
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workflow.add_node("retriever_one", retriever_one)
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workflow.add_node("retriever_two", retriever_two)
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workflow.add_node("qa", qa)
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workflow.set_entry_point("rewrite_query")
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workflow.add_edge("rewrite_query", "analyzer_one")
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workflow.add_edge("analyzer_one", "retriever_one")
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workflow.add_conditional_edges(
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"rewrite_query", lambda _: "retriever_two", {"retriever_two": "retriever_two"}
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)
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workflow.add_edge(["retriever_one", "retriever_two"], "qa")
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workflow.set_finish_point("qa")
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app = workflow.compile()
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assert app.get_graph().draw_ascii() == (
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""" +-----------+
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| __start__ |
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+-----------+
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*
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*
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*
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+---------------+
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| rewrite_query |
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+---------------+
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** **
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** **
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** **
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+--------------+ +-------------------------+
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| analyzer_one | | rewrite_query_condition |
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+--------------+ +-------------------------+
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* *
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* *
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* *
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+---------------+ +---------------+
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| retriever_one | | retriever_two |
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+---------------+ +---------------+
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** **
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** **
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** **
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+----+
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| qa |
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+----+
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*
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*
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*
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+---------+
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| __end__ |
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+---------+ """
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)
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assert await app.ainvoke({"query": "what is weather in sf"}, debug=True) == {
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"query": "analyzed: query: what is weather in sf",
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"docs": ["doc1", "doc2", "doc3", "doc4"],
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"answer": "doc1,doc2,doc3,doc4",
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}
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assert [c async for c in app.astream({"query": "what is weather in sf"})] == [
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{"__start__": {"query": "what is weather in sf"}},
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{"rewrite_query": {"query": "query: what is weather in sf"}},
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{
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"analyzer_one": {"query": "analyzed: query: what is weather in sf"},
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"retriever_two": {"docs": ["doc3", "doc4"]},
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},
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{"retriever_one": {"docs": ["doc1", "doc2"]}},
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{"qa": {"answer": "doc1,doc2,doc3,doc4"}},
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]
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app_w_interrupt = workflow.compile(
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checkpointer=MemorySaverAssertImmutable(), interrupt_after=["retriever_one"]
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)
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config = {"configurable": {"thread_id": "1"}}
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assert [
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c
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async for c in app_w_interrupt.astream(
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{"query": "what is weather in sf"}, config
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)
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] == [
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{"__start__": {"query": "what is weather in sf"}},
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{"rewrite_query": {"query": "query: what is weather in sf"}},
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{
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"analyzer_one": {"query": "analyzed: query: what is weather in sf"},
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"retriever_two": {"docs": ["doc3", "doc4"]},
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},
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{"retriever_one": {"docs": ["doc1", "doc2"]}},
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]
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assert [c async for c in app_w_interrupt.astream(None, config)] == [
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{"qa": {"answer": "doc1,doc2,doc3,doc4"}},
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]
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async def test_in_one_fan_out_state_graph_waiting_edge_plus_regular() -> None:
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def sorted_add(
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x: list[str], y: Union[list[str], list[tuple[str, str]]]
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