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langchain-ai--langgraph/libs/langgraph/tests/test_stream_lifecycle_transformer.py
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chore: import upstream snapshot with attribution
2026-07-13 12:37:18 +08:00

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Python

"""Tests for LifecycleTransformer.
Consumes the `tasks` stream mode and emits subgraph lifecycle payloads
on the `lifecycle` channel for both in-process iteration via
`run.lifecycle` and wire delivery via `custom:lifecycle` protocol
events. Most tests dispatch synthetic protocol events through a
`StreamMux` to keep the inference logic isolated; the end-of-file
group exercises the path through real graphs (multi-depth
discovery, nested `stream_events(version="v3")` calls with non-empty `parent_ns`).
"""
from __future__ import annotations
import operator
import time
from typing import Annotated, Any
from typing_extensions import TypedDict
from langgraph._internal._constants import CONF, CONFIG_KEY_CHECKPOINT_NS
from langgraph.constants import END, START
from langgraph.errors import GraphInterrupt
from langgraph.graph import StateGraph
from langgraph.stream._mux import StreamMux
from langgraph.stream.transformers import (
LifecyclePayload,
LifecycleTransformer,
_TasksLifecycleBase,
)
TS = int(time.time() * 1000)
def _tasks_start(
namespace: list[str],
*,
task_id: str,
name: str,
metadata: dict[str, Any] | None = None,
input: Any = None,
) -> dict[str, Any]:
"""Build a `tasks` ProtocolEvent carrying a TaskPayload (start)."""
data: dict[str, Any] = {
"id": task_id,
"name": name,
"input": input,
"triggers": [],
}
if metadata is not None:
data["metadata"] = metadata
return {
"type": "event",
"method": "tasks",
"params": {
"namespace": namespace,
"timestamp": TS,
"data": data,
},
}
def _tasks_result(
namespace: list[str],
*,
task_id: str,
name: str,
error: str | None = None,
interrupts: list[dict[str, Any]] | None = None,
) -> dict[str, Any]:
"""Build a `tasks` ProtocolEvent carrying a TaskResultPayload (finish)."""
return {
"type": "event",
"method": "tasks",
"params": {
"namespace": namespace,
"timestamp": TS,
"data": {
"id": task_id,
"name": name,
"error": error,
"interrupts": interrupts or [],
"result": {},
},
},
}
def _arm(mux: StreamMux) -> None:
"""Force projection channels to accept pushes (skip lazy-subscribe gate).
`StreamChannel.push` only appends to the local buffer when a
subscriber is attached. Tests that inspect `_items` directly need
the gate flipped before any event is dispatched.
"""
mux._events._subscribed = True
for transformer in mux._transformers:
if isinstance(transformer, LifecycleTransformer):
transformer._channel._subscribed = True
def _unstamped(items):
"""Strip push stamps from a StreamChannel's internal buffer."""
return [item for _stamp, item in items]
def _drain_lifecycle(mux: StreamMux) -> list[LifecyclePayload]:
"""Snapshot the lifecycle channel's buffer."""
transformer = mux.transformer_by_key("lifecycle")
assert isinstance(transformer, LifecycleTransformer)
return _unstamped(transformer._channel._items)
def _build_lifecycle_mux(*, scope: tuple[str, ...] = ()) -> StreamMux:
mux = StreamMux([LifecycleTransformer(scope=scope)], is_async=False)
_arm(mux)
return mux
# ---------------------------------------------------------------------------
# LifecycleTransformer
# ---------------------------------------------------------------------------
def test_started_emitted_on_first_direct_child_task() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc123"], task_id="t1", name="tool"))
[payload] = _drain_lifecycle(mux)
assert payload["event"] == "started"
assert payload["namespace"] == ["agent:abc123"]
assert payload["graph_name"] == "agent"
assert payload["trigger_call_id"] == "abc123"
def test_started_dedup_on_repeat_namespace() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="a"))
mux.push(_tasks_start(["agent:abc"], task_id="t2", name="b"))
payloads = _drain_lifecycle(mux)
assert [p["event"] for p in payloads] == ["started"]
def test_grandchild_namespace_discovered() -> None:
"""Subgraphs at any depth below scope are tracked, not just direct children."""
mux = _build_lifecycle_mux()
# First-seen task at length-2 ns means a 2nd-level subgraph started.
mux.push(_tasks_start(["agent:abc", "tool:def"], task_id="t1", name="x"))
[payload] = _drain_lifecycle(mux)
assert payload["event"] == "started"
assert payload["namespace"] == ["agent:abc", "tool:def"]
def test_nested_chain_emits_started_at_each_depth() -> None:
"""A graph → subgraph → subgraph chain produces a started event per level."""
mux = _build_lifecycle_mux()
# Subgraph1 starts emitting tasks (events tagged with its own ns).
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
# Subgraph1 invokes subgraph2; subgraph2's first task event arrives.
mux.push(_tasks_start(["agent:abc", "tool:def"], task_id="t2", name="deep"))
payloads = _drain_lifecycle(mux)
assert [p["namespace"] for p in payloads] == [
["agent:abc"],
["agent:abc", "tool:def"],
]
assert all(p["event"] == "started" for p in payloads)
def test_nested_chain_emits_completed_at_each_depth() -> None:
"""Each subgraph in a nested chain closes when its parent task result arrives."""
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.push(_tasks_start(["agent:abc", "tool:def"], task_id="t2", name="deep"))
# Subgraph2's owning task (id=def, inside subgraph1) finishes.
mux.push(_tasks_result(["agent:abc"], task_id="def", name="tool"))
# Subgraph1's owning task (id=abc, at root) finishes.
mux.push(_tasks_result([], task_id="abc", name="agent"))
payloads = _drain_lifecycle(mux)
events = [(p["event"], p["namespace"]) for p in payloads]
assert events == [
("started", ["agent:abc"]),
("started", ["agent:abc", "tool:def"]),
("completed", ["agent:abc", "tool:def"]),
("completed", ["agent:abc"]),
]
def test_completed_on_parent_task_result() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.push(_tasks_result([], task_id="abc", name="agent"))
events = [p["event"] for p in _drain_lifecycle(mux)]
assert events == ["started", "completed"]
def test_failed_on_parent_task_result_with_error() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.push(_tasks_result([], task_id="abc", name="agent", error="boom"))
payloads = _drain_lifecycle(mux)
assert [p["event"] for p in payloads] == ["started", "failed"]
assert payloads[1]["error"] == "boom"
def test_interrupted_on_parent_task_result_with_interrupts() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.push(
_tasks_result(
[],
task_id="abc",
name="agent",
interrupts=[{"value": "pause"}],
)
)
payloads = _drain_lifecycle(mux)
assert [p["event"] for p in payloads] == ["started", "interrupted"]
def test_interrupt_takes_precedence_over_error() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.push(
_tasks_result(
[],
task_id="abc",
name="agent",
error="should-be-suppressed",
interrupts=[{"value": "pause"}],
)
)
last = _drain_lifecycle(mux)[-1]
assert last["event"] == "interrupted"
assert "error" not in last
def test_finalize_completes_open_subgraphs() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.close()
payloads = _drain_lifecycle(mux)
assert [p["event"] for p in payloads] == ["started", "completed"]
def test_fail_emits_interrupted_for_graph_interrupt() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.fail(GraphInterrupt())
payloads = _drain_lifecycle(mux)
assert [p["event"] for p in payloads] == ["started", "interrupted"]
assert "error" not in payloads[1]
def test_fail_emits_failed_for_other_exceptions() -> None:
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.fail(RuntimeError("boom"))
payloads = _drain_lifecycle(mux)
assert [p["event"] for p in payloads] == ["started", "failed"]
assert payloads[1]["error"] == "boom"
def test_unrelated_methods_pass_through() -> None:
"""Non-`tasks` events are not consumed and don't emit lifecycle."""
mux = _build_lifecycle_mux()
mux.push(
{
"type": "event",
"method": "values",
"params": {"namespace": ["agent:abc"], "timestamp": TS, "data": {}},
}
)
assert _drain_lifecycle(mux) == []
def test_scoped_transformer_filters_outside_scope_but_tracks_all_depths() -> None:
"""Scope filters the prefix; subgraphs at any depth below scope are tracked."""
mux = _build_lifecycle_mux(scope=("agent:abc",))
# Root-level task — out of scope (no shared prefix).
mux.push(_tasks_start(["other:1"], task_id="t1", name="other"))
# Direct child of agent:abc — in scope.
mux.push(_tasks_start(["agent:abc", "tool:def"], task_id="t2", name="tool"))
# Grandchild of agent:abc — also in scope, tracked at its own depth.
mux.push(
_tasks_start(["agent:abc", "tool:def", "deep:ghi"], task_id="t3", name="deep")
)
payloads = _drain_lifecycle(mux)
assert [p["namespace"] for p in payloads] == [
["agent:abc", "tool:def"],
["agent:abc", "tool:def", "deep:ghi"],
]
def test_required_stream_modes_declared() -> None:
assert LifecycleTransformer.required_stream_modes == ("tasks",)
def test_protocol_event_method_is_native() -> None:
"""Native transformer — auto-forwarded events use `lifecycle`, not `custom:lifecycle`."""
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
methods = {evt["method"] for evt in _unstamped(mux._events._items)}
assert "lifecycle" in methods
assert "custom:lifecycle" not in methods
def test_tasks_events_suppressed_from_main_log() -> None:
"""Tasks events are folded into lifecycle and don't appear on the main log."""
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
mux.push(_tasks_result([], task_id="abc", name="agent"))
methods = [evt["method"] for evt in _unstamped(mux._events._items)]
assert "tasks" not in methods
# Lifecycle events did make it through, though.
assert "lifecycle" in methods
# ---------------------------------------------------------------------------
# End-to-end: real graphs through stream_events(version="v3")
# ---------------------------------------------------------------------------
class _State(TypedDict):
value: str
items: Annotated[list[str], operator.add]
def _passthrough(state: _State) -> dict[str, Any]:
return {"value": state["value"] + "!", "items": ["x"]}
def _make_two_level_nested() -> Any:
"""Build outer → middle → inner. Three Pregel instances, two nesting levels."""
inner_b: StateGraph = StateGraph(_State, input_schema=_State)
inner_b.add_node("inner_node", _passthrough)
inner_b.add_edge(START, "inner_node")
inner_b.add_edge("inner_node", END)
inner = inner_b.compile()
middle_b: StateGraph = StateGraph(_State, input_schema=_State)
middle_b.add_node("inner", inner)
middle_b.add_edge(START, "inner")
middle_b.add_edge("inner", END)
middle = middle_b.compile()
outer_b: StateGraph = StateGraph(_State, input_schema=_State)
outer_b.add_node("middle", middle)
outer_b.add_edge(START, "middle")
outer_b.add_edge("middle", END)
return outer_b.compile()
def test_stream_events_v3_real_graph_emits_lifecycle_at_each_depth() -> None:
"""Outer graph with two nested subgraphs surfaces lifecycle for both."""
graph = _make_two_level_nested()
run = graph.stream_events({"value": "x", "items": []}, version="v3")
# Iterating the projection drives the pump and drains synthesized
# lifecycle events at the same time.
payloads = list(run.lifecycle)
# Each subgraph instance produces a started + a terminal event. Two
# nested instances, so four payloads total in some interleaving.
by_event = {p["event"] for p in payloads}
assert "started" in by_event
assert "completed" in by_event
# Two distinct namespaces — direct child of root, and grandchild.
namespaces = {tuple(p["namespace"]) for p in payloads}
direct_children = {ns for ns in namespaces if len(ns) == 1}
grandchildren = {ns for ns in namespaces if len(ns) == 2}
assert direct_children, f"expected a level-1 lifecycle namespace, got {namespaces}"
assert grandchildren, f"expected a level-2 lifecycle namespace, got {namespaces}"
# Every direct-child namespace has a matching grandchild whose path extends it.
for parent in direct_children:
assert any(gc[: len(parent)] == parent for gc in grandchildren), (
f"grandchild does not extend parent {parent}: {grandchildren}"
)
def test_stream_events_v3_with_nested_parent_ns_scopes_lifecycle() -> None:
"""When `stream_events(version="v3")` is called with a non-empty checkpoint_ns in config,
`_resolve_parent_ns` returns that namespace and the registered
`LifecycleTransformer` is constructed with `scope=parent_ns`. This
exercises the path that exists today purely for nested-stream_events(version="v3")
callers; the test simulates such a caller by injecting a
checkpoint_ns into the config.
"""
graph = _make_two_level_nested()
config = {CONF: {CONFIG_KEY_CHECKPOINT_NS: "outer:abc"}}
run = graph.stream_events({"value": "x", "items": []}, config=config, version="v3")
payloads = list(run.lifecycle)
# Every emitted lifecycle namespace must extend the caller's scope —
# nothing at root-level, nothing under a sibling prefix.
for p in payloads:
ns = tuple(p["namespace"])
assert ns[:1] == ("outer:abc",), (
f"namespace {ns} not within scoped prefix ('outer:abc',)"
)
# ---------------------------------------------------------------------------
# Parsed-segment fallback (no subagent boundary)
# ---------------------------------------------------------------------------
def test_no_metadata_falls_through_to_existing_behavior() -> None:
"""Tasks events without metadata produce the same output as before T4."""
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool"))
[payload] = _drain_lifecycle(mux)
assert payload["graph_name"] == "agent"
assert payload["trigger_call_id"] == "abc"
assert "cause" not in payload
def test_empty_metadata_dict_falls_through() -> None:
"""An explicit empty metadata dict is treated the same as no metadata."""
mux = _build_lifecycle_mux()
mux.push(_tasks_start(["agent:abc"], task_id="t1", name="tool", metadata={}))
[payload] = _drain_lifecycle(mux)
assert payload["graph_name"] == "agent"
assert "cause" not in payload
# ---------------------------------------------------------------------------
# Subagent discrimination via lc_agent_name transition
# ---------------------------------------------------------------------------
#
# A nested task is a subagent iff its metadata["lc_agent_name"] is present and
# differs from its PARENT namespace's lc_agent_name. These tests replicate the
# empirically-verified `create_agent` stream shape synthetically:
#
# - A supervisor created via `create_agent(name="supervisor")` emits its own
# node tasks (model, tools) at ns=(), each with
# metadata["lc_agent_name"] == "supervisor".
# - The parent `tools` task at ns=() carries a `tool_call_with_context`
# dict as its `input` (with the LLM tool_call_id at
# input["tool_call"]["id"]) and a task `id`. (A legacy / batched shape
# passes a list of tool-call dicts instead; both are exercised below.)
# - When a tool body invokes an inner `create_agent(name="weather_agent")`,
# the inner agent's node tasks stream at ns=("tools:<taskid>",) with
# metadata["lc_agent_name"] == "weather_agent", sharing the SAME <taskid>
# as the parent `tools` task.
# - A plain StateGraph (no name) inherits the parent's lc_agent_name, so its
# child lc == parent lc -> NOT a subagent.
def test_lifecycle_uses_lc_agent_name_for_subagent() -> None:
"""A nested run whose lc_agent_name differs from its parent's is a subagent.
graph_name becomes the child's lc_agent_name; cause is recovered by joining
the child segment's task-id to the parent push task's tool call. This uses
the production `tool_call_with_context` dict input shape current langgraph
emits (tool_call_id at input["tool_call"]["id"]).
"""
mux = _build_lifecycle_mux()
# Supervisor's `tools` push task at scope ns: carries its own lc_agent_name
# and a `tool_call_with_context` dict as `input`. Each tool call is its own
# push task, and the task id seeds the child segment.
mux.push(
_tasks_start(
[],
task_id="tools_task_1",
name="tools",
metadata={"lc_agent_name": "supervisor"},
input={
"__type": "tool_call_with_context",
"tool_call": {
"name": "call_weather",
"args": {"city": "Boston"},
"id": "call_w",
"type": "tool_call",
},
"state": {},
},
)
)
# Inner weather_agent's first node task streams under the parent `tools`
# task's namespace segment (shared task id) with its own lc_agent_name.
mux.push(
_tasks_start(
["tools:tools_task_1"],
task_id="inner_model_1",
name="model",
metadata={"lc_agent_name": "weather_agent"},
)
)
payloads = _drain_lifecycle(mux)
started = [p for p in payloads if p["event"] == "started"]
[subagent] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
assert subagent["graph_name"] == "weather_agent", (
"graph_name should be the child's lc_agent_name, not the parsed segment"
)
assert subagent["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}, (
"cause should recover the triggering tool_call_id from the parent push "
"task's tool_call_with_context input via the shared task id"
)
def test_lifecycle_subagent_cause_from_legacy_list_input() -> None:
"""cause recovery also handles the legacy / batched list input shape.
A parent task whose `input` is a list of tool-call dicts (rather than a
`tool_call_with_context` dict) still seeds the tool_call_id join.
"""
mux = _build_lifecycle_mux()
mux.push(
_tasks_start(
[],
task_id="tools_task_1",
name="tools",
metadata={"lc_agent_name": "supervisor"},
input=[{"name": "call_weather", "args": {"city": "SF"}, "id": "call_w"}],
)
)
mux.push(
_tasks_start(
["tools:tools_task_1"],
task_id="inner_model_1",
name="model",
metadata={"lc_agent_name": "weather_agent"},
)
)
payloads = _drain_lifecycle(mux)
started = [p for p in payloads if p["event"] == "started"]
[subagent] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
assert subagent["graph_name"] == "weather_agent"
assert subagent["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}
def test_lifecycle_same_name_nested_run_is_surfaced() -> None:
"""A nested run whose lc_agent_name matches the parent's is still surfaced.
A subagent that invokes itself re-asserts its own lc_agent_name, so child
lc == parent lc. The discriminator surfaces any nested run carrying an
lc_agent_name, so the recursive call is reported (named after the agent,
with the triggering tool call as cause).
Trade-off: a non-agent subgraph that merely inherited the parent's
lc_agent_name would also surface here. That is accepted; a caller can null
lc_agent_name in the config it invokes such a graph with to exclude it.
"""
mux = _build_lifecycle_mux()
mux.push(
_tasks_start(
[],
task_id="tools_task_1",
name="tools",
metadata={"lc_agent_name": "weather_agent"},
input={
"__type": "tool_call_with_context",
"tool_call": {
"name": "recurse",
"args": {},
"id": "call_x",
"type": "tool_call",
},
"state": {},
},
)
)
# The agent invokes itself: the nested run re-asserts the SAME lc_agent_name.
mux.push(
_tasks_start(
["tools:tools_task_1"],
task_id="inner_node_1",
name="model",
metadata={"lc_agent_name": "weather_agent"},
)
)
payloads = _drain_lifecycle(mux)
started = [p for p in payloads if p["event"] == "started"]
[nested] = [p for p in started if p["namespace"] == ["tools:tools_task_1"]]
assert nested["graph_name"] == "weather_agent", (
"a same-named nested run (e.g. self-recursion) must still be surfaced"
)
assert nested["cause"] == {"type": "toolCall", "tool_call_id": "call_x"}
def test_lifecycle_unnamed_nested_agent_is_not_subagent() -> None:
"""A nested run with lc_agent_name None is excluded (not a subagent)."""
mux = _build_lifecycle_mux()
mux.push(
_tasks_start(
[],
task_id="tools_task_1",
name="tools",
metadata={"lc_agent_name": "supervisor"},
input={
"__type": "tool_call_with_context",
"tool_call": {
"name": "lookup",
"args": {},
"id": "call_x",
"type": "tool_call",
},
"state": {},
},
)
)
mux.push(
_tasks_start(
["plain:tools_task_1"],
task_id="inner_node_1",
name="inner_node",
metadata={"lc_agent_name": None},
)
)
payloads = _drain_lifecycle(mux)
started = [p for p in payloads if p["event"] == "started"]
[nested] = [p for p in started if p["namespace"] == ["plain:tools_task_1"]]
assert nested["graph_name"] == "plain"
assert "cause" not in nested
def test_lifecycle_subagent_terminal_roundtrip() -> None:
"""A detected subagent closes with `completed` when its parent task results.
Pushes the subagent's `started` (via the `tool_call_with_context` parent
plus the child task event) and then the parent push task's terminal
result, asserting the namespace is closed and the `started` payload's
projected graph_name / cause survive the roundtrip.
"""
mux = _build_lifecycle_mux()
mux.push(
_tasks_start(
[],
task_id="tools_task_1",
name="tools",
metadata={"lc_agent_name": "supervisor"},
input={
"__type": "tool_call_with_context",
"tool_call": {
"name": "call_weather",
"args": {"city": "Boston"},
"id": "call_w",
"type": "tool_call",
},
"state": {},
},
)
)
mux.push(
_tasks_start(
["tools:tools_task_1"],
task_id="inner_model_1",
name="model",
metadata={"lc_agent_name": "weather_agent"},
)
)
# The parent push task (id=tools_task_1, at scope ns) finishes, closing
# the subagent subgraph that streamed under `tools:tools_task_1`.
mux.push(_tasks_result([], task_id="tools_task_1", name="tools"))
payloads = _drain_lifecycle(mux)
ns = ["tools:tools_task_1"]
subagent = [p for p in payloads if p["namespace"] == ns]
assert [p["event"] for p in subagent] == ["started", "completed"]
started, _completed = subagent
assert started["graph_name"] == "weather_agent"
assert started["cause"] == {"type": "toolCall", "tool_call_id": "call_w"}
def test_on_started_override_without_cause_is_backward_compatible() -> None:
"""An `_on_started` override with the original 3-arg signature must work.
`cause` is delivered via `self._pending_cause`, not the call signature, so
older/third-party subclasses (e.g. deepagents' `SubagentTransformer`) that
override `_on_started(self, ns, graph_name, trigger_call_id)` keep working —
no `TypeError: _on_started() got an unexpected keyword argument 'cause'`.
"""
seen: list[tuple] = []
class _LegacyTransformer(_TasksLifecycleBase):
def init(self) -> dict[str, Any]:
return {}
def _should_track(self, ns: tuple[str, ...]) -> bool:
return len(ns) == 1 # direct child of the root scope
# Deliberately omits `cause` — mirrors a pre-`cause` override.
def _on_started(self, ns, graph_name, trigger_call_id) -> None: # type: ignore[override]
seen.append((ns, graph_name, trigger_call_id))
def _on_terminal(self, ns, status, error) -> None:
pass
transformer = _LegacyTransformer(scope=())
# Must not raise: the base calls `_on_started` without a `cause` kwarg.
transformer.process(_tasks_start(["agent:abc123"], task_id="abc123", name="agent"))
assert seen == [(("agent:abc123",), "agent", "abc123")]