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3 changes: 2 additions & 1 deletion langfuse/_client/client.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@
"""

import asyncio
import inspect
import logging
import os
import re
Expand Down Expand Up @@ -3183,7 +3184,7 @@ async def _process_experiment_item(
evaluations=evaluations,
)

if asyncio.iscoroutine(result):
if inspect.isawaitable(result):
result = await result

composite_evals = _normalize_evaluator_result(
Expand Down
6 changes: 3 additions & 3 deletions langfuse/experiment.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
and result formatting.
"""

import asyncio
import inspect
from datetime import datetime
from typing import (
TYPE_CHECKING,
Expand Down Expand Up @@ -1007,7 +1007,7 @@ async def _run_evaluator(
result = evaluator(**kwargs)

# Handle async evaluators
if asyncio.iscoroutine(result):
if inspect.isawaitable(result):
Comment thread
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result = await result

return _normalize_evaluator_result(result)
Expand All @@ -1026,7 +1026,7 @@ async def _run_task(task: TaskFunction, item: ExperimentItem) -> Any:
result = task(item=item)

# Handle async tasks
if asyncio.iscoroutine(result):
if inspect.isawaitable(result):
result = await result

return result
Expand Down
97 changes: 97 additions & 0 deletions tests/unit/test_experiment.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
"""Tests for ``langfuse.experiment`` — ``RunnerContext`` and ``RegressionError``."""

import asyncio
import inspect
import typing
from datetime import datetime
Expand All @@ -15,6 +16,102 @@
from langfuse.batch_evaluation import CompositeEvaluatorFunction


@pytest.fixture(params=["value", "coroutine", "future", "task", "awaitable"])
def wrap_result(request):
"""Return equivalent results through each supported awaitable shape."""

def wrap(value):
async def resolve():
return value

class CustomAwaitable:
def __await__(self):
return resolve().__await__()

if request.param == "value":
return value
if request.param == "coroutine":
return resolve()
if request.param == "task":
return asyncio.create_task(resolve())
if request.param == "awaitable":
return CustomAwaitable()
loop = asyncio.get_running_loop()
future = loop.create_future()
loop.call_soon(future.set_result, value)
return future

return wrap


class TestExperimentAwaitableResults:
def test_task_output_is_resolved(self, langfuse_memory_client, wrap_result):
def task(*, item):
return wrap_result("answer")

result = langfuse_memory_client.run_experiment(
name="awaitable-task", data=[{"input": "question"}], task=task
)

assert result.item_results[0].output == "answer"

def test_item_and_run_evaluations_are_resolved(
self, langfuse_memory_client, wrap_result, monkeypatch
):
monkeypatch.setattr(langfuse_memory_client, "create_score", MagicMock())

def task(*, item):
return "answer"

def evaluator(**kwargs):
return wrap_result({"name": "quality", "value": 1.0})

result = langfuse_memory_client.run_experiment(
name="awaitable-evaluators",
data=[{"input": "question"}],
task=task,
evaluators=[evaluator],
run_evaluators=[evaluator],
)

assert [(e.name, e.value) for e in result.item_results[0].evaluations] == [
("quality", 1.0)
]
assert [(e.name, e.value) for e in result.run_evaluations] == [("quality", 1.0)]

def test_composite_evaluation_is_resolved_and_scored(
self, langfuse_memory_client, wrap_result, monkeypatch
):
create_score = MagicMock()
monkeypatch.setattr(langfuse_memory_client, "create_score", create_score)

def task(*, item):
return "answer"

def evaluator(**kwargs):
return {"name": "quality", "value": 1.0}

def composite_evaluator(*, evaluations, **kwargs):
return wrap_result({"name": "aggregate", "value": evaluations[0].value})

result = langfuse_memory_client.run_experiment(
name="awaitable-composite",
data=[{"input": "question"}],
task=task,
evaluators=[evaluator],
composite_evaluator=composite_evaluator,
)

assert [(e.name, e.value) for e in result.item_results[0].evaluations] == [
("quality", 1.0),
("aggregate", 1.0),
]
assert [
(call.kwargs["name"], call.kwargs["value"])
for call in create_score.call_args_list
] == [("quality", 1.0), ("aggregate", 1.0)]


def _noop_task(*, item, **kwargs): # pragma: no cover - never invoked via mock
return None

Expand Down