Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
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 json
import logging
import os
Expand Down Expand Up @@ -3026,7 +3027,7 @@ 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
import warnings
from datetime import datetime
from typing import (
Expand Down Expand Up @@ -1042,7 +1042,7 @@ async def _run_evaluator(
result = evaluator(**kwargs)

# Handle async evaluators
if asyncio.iscoroutine(result):
if inspect.isawaitable(result):
Comment thread
Bortlesboat marked this conversation as resolved.
result = await result

return _normalize_evaluator_result(result)
Expand All @@ -1061,7 +1061,7 @@ 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
103 changes: 103 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 json
import typing
Expand All @@ -18,6 +19,108 @@
from langfuse.experiment import ExperimentItemResult, ExperimentResult


@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:
@pytest.fixture(autouse=True)
def mock_project_lookup(self, langfuse_memory_client, monkeypatch):
monkeypatch.setattr(
langfuse_memory_client, "_get_project_id", lambda: "test-project"
)

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