Add test for waiting edge triggered via conditional edge

This commit is contained in:
Nuno Campos
2024-04-01 12:36:55 -07:00
parent 2bf66b8834
commit 3451e04b7d
2 changed files with 251 additions and 0 deletions
+124
View File
@@ -2820,6 +2820,130 @@ def test_in_one_fan_out_state_graph_waiting_edge() -> None:
]
def test_in_one_fan_out_state_graph_waiting_edge_via_branch() -> None:
def sorted_add(
x: list[str], y: Union[list[str], list[tuple[str, str]]]
) -> list[str]:
if isinstance(y[0], tuple):
for rem, _ in y:
x.remove(rem)
y = [t[1] for t in y]
return sorted(operator.add(x, y))
class State(TypedDict, total=False):
query: str
answer: str
docs: Annotated[list[str], sorted_add]
def rewrite_query(data: State) -> State:
return {"query": f'query: {data["query"]}'}
def analyzer_one(data: State) -> State:
return {"query": f'analyzed: {data["query"]}'}
def retriever_one(data: State) -> State:
return {"docs": ["doc1", "doc2"]}
def retriever_two(data: State) -> State:
return {"docs": ["doc3", "doc4"]}
def qa(data: State) -> State:
return {"answer": ",".join(data["docs"])}
workflow = StateGraph(State)
workflow.add_node("rewrite_query", rewrite_query)
workflow.add_node("analyzer_one", analyzer_one)
workflow.add_node("retriever_one", retriever_one)
workflow.add_node("retriever_two", retriever_two)
workflow.add_node("qa", qa)
workflow.set_entry_point("rewrite_query")
workflow.add_edge("rewrite_query", "analyzer_one")
workflow.add_edge("analyzer_one", "retriever_one")
workflow.add_conditional_edges(
"rewrite_query", lambda _: "retriever_two", {"retriever_two": "retriever_two"}
)
workflow.add_edge(["retriever_one", "retriever_two"], "qa")
workflow.set_finish_point("qa")
app = workflow.compile()
assert app.get_graph().draw_ascii() == (
""" +-----------+
| __start__ |
+-----------+
*
*
*
+---------------+
| rewrite_query |
+---------------+
** **
** **
** **
+--------------+ +-------------------------+
| analyzer_one | | rewrite_query_condition |
+--------------+ +-------------------------+
* *
* *
* *
+---------------+ +---------------+
| retriever_one | | retriever_two |
+---------------+ +---------------+
** **
** **
** **
+----+
| qa |
+----+
*
*
*
+---------+
| __end__ |
+---------+ """
)
assert app.invoke({"query": "what is weather in sf"}, debug=True) == {
"query": "analyzed: query: what is weather in sf",
"docs": ["doc1", "doc2", "doc3", "doc4"],
"answer": "doc1,doc2,doc3,doc4",
}
assert [*app.stream({"query": "what is weather in sf"})] == [
{"__start__": {"query": "what is weather in sf"}},
{"rewrite_query": {"query": "query: what is weather in sf"}},
{
"analyzer_one": {"query": "analyzed: query: what is weather in sf"},
"retriever_two": {"docs": ["doc3", "doc4"]},
},
{"retriever_one": {"docs": ["doc1", "doc2"]}},
{"qa": {"answer": "doc1,doc2,doc3,doc4"}},
]
app_w_interrupt = workflow.compile(
checkpointer=MemorySaverAssertImmutable(), interrupt_after=["retriever_one"]
)
config = {"configurable": {"thread_id": "1"}}
assert [
c for c in app_w_interrupt.stream({"query": "what is weather in sf"}, config)
] == [
{"__start__": {"query": "what is weather in sf"}},
{"rewrite_query": {"query": "query: what is weather in sf"}},
{
"analyzer_one": {"query": "analyzed: query: what is weather in sf"},
"retriever_two": {"docs": ["doc3", "doc4"]},
},
{"retriever_one": {"docs": ["doc1", "doc2"]}},
]
assert [c for c in app_w_interrupt.stream(None, config)] == [
{"qa": {"answer": "doc1,doc2,doc3,doc4"}},
]
def test_in_one_fan_out_state_graph_waiting_edge_plus_regular() -> None:
def sorted_add(
x: list[str], y: Union[list[str], list[tuple[str, str]]]
+127
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@@ -2614,6 +2614,133 @@ async def test_in_one_fan_out_state_graph_waiting_edge() -> None:
]
async def test_in_one_fan_out_state_graph_waiting_edge_via_branch() -> None:
def sorted_add(
x: list[str], y: Union[list[str], list[tuple[str, str]]]
) -> list[str]:
if isinstance(y[0], tuple):
for rem, _ in y:
x.remove(rem)
y = [t[1] for t in y]
return sorted(operator.add(x, y))
class State(TypedDict, total=False):
query: str
answer: str
docs: Annotated[list[str], sorted_add]
async def rewrite_query(data: State) -> State:
return {"query": f'query: {data["query"]}'}
async def analyzer_one(data: State) -> State:
return {"query": f'analyzed: {data["query"]}'}
async def retriever_one(data: State) -> State:
return {"docs": ["doc1", "doc2"]}
async def retriever_two(data: State) -> State:
return {"docs": ["doc3", "doc4"]}
async def qa(data: State) -> State:
return {"answer": ",".join(data["docs"])}
workflow = StateGraph(State)
workflow.add_node("rewrite_query", rewrite_query)
workflow.add_node("analyzer_one", analyzer_one)
workflow.add_node("retriever_one", retriever_one)
workflow.add_node("retriever_two", retriever_two)
workflow.add_node("qa", qa)
workflow.set_entry_point("rewrite_query")
workflow.add_edge("rewrite_query", "analyzer_one")
workflow.add_edge("analyzer_one", "retriever_one")
workflow.add_conditional_edges(
"rewrite_query", lambda _: "retriever_two", {"retriever_two": "retriever_two"}
)
workflow.add_edge(["retriever_one", "retriever_two"], "qa")
workflow.set_finish_point("qa")
app = workflow.compile()
assert app.get_graph().draw_ascii() == (
""" +-----------+
| __start__ |
+-----------+
*
*
*
+---------------+
| rewrite_query |
+---------------+
** **
** **
** **
+--------------+ +-------------------------+
| analyzer_one | | rewrite_query_condition |
+--------------+ +-------------------------+
* *
* *
* *
+---------------+ +---------------+
| retriever_one | | retriever_two |
+---------------+ +---------------+
** **
** **
** **
+----+
| qa |
+----+
*
*
*
+---------+
| __end__ |
+---------+ """
)
assert await app.ainvoke({"query": "what is weather in sf"}, debug=True) == {
"query": "analyzed: query: what is weather in sf",
"docs": ["doc1", "doc2", "doc3", "doc4"],
"answer": "doc1,doc2,doc3,doc4",
}
assert [c async for c in app.astream({"query": "what is weather in sf"})] == [
{"__start__": {"query": "what is weather in sf"}},
{"rewrite_query": {"query": "query: what is weather in sf"}},
{
"analyzer_one": {"query": "analyzed: query: what is weather in sf"},
"retriever_two": {"docs": ["doc3", "doc4"]},
},
{"retriever_one": {"docs": ["doc1", "doc2"]}},
{"qa": {"answer": "doc1,doc2,doc3,doc4"}},
]
app_w_interrupt = workflow.compile(
checkpointer=MemorySaverAssertImmutable(), interrupt_after=["retriever_one"]
)
config = {"configurable": {"thread_id": "1"}}
assert [
c
async for c in app_w_interrupt.astream(
{"query": "what is weather in sf"}, config
)
] == [
{"__start__": {"query": "what is weather in sf"}},
{"rewrite_query": {"query": "query: what is weather in sf"}},
{
"analyzer_one": {"query": "analyzed: query: what is weather in sf"},
"retriever_two": {"docs": ["doc3", "doc4"]},
},
{"retriever_one": {"docs": ["doc1", "doc2"]}},
]
assert [c async for c in app_w_interrupt.astream(None, config)] == [
{"qa": {"answer": "doc1,doc2,doc3,doc4"}},
]
async def test_in_one_fan_out_state_graph_waiting_edge_plus_regular() -> None:
def sorted_add(
x: list[str], y: Union[list[str], list[tuple[str, str]]]