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"""Tests for evalwire.runner.ExperimentRunner."""
import threading
from pathlib import Path
from unittest.mock import MagicMock
import pytest
from evalwire.runner import ExperimentRunner, _get_thread_event_loop
def _make_runner(
experiments_dir: Path, client: MagicMock, **kwargs
) -> ExperimentRunner:
return ExperimentRunner(
experiments_dir=experiments_dir,
phoenix_client=client,
**kwargs,
)
class TestDiscover:
def test_discovers_both_experiments(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
runner = _make_runner(experiments_dir, mock_phoenix_client)
found = runner._discover(None)
names = [name for name, _, _ in found]
assert "es_search" in names
assert "source_router" in names
def test_discover_skips_dir_without_task_py(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
base = tmp_path / "experiments"
base.mkdir()
(base / "no_task").mkdir()
runner = _make_runner(base, mock_phoenix_client)
found = runner._discover(None)
assert found == []
def test_discover_filters_by_name(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
runner = _make_runner(experiments_dir, mock_phoenix_client)
found = runner._discover(["es_search"])
names = [name for name, _, _ in found]
assert names == ["es_search"]
def test_discover_returns_empty_for_nonexistent_dir(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
runner = _make_runner(tmp_path / "nonexistent", mock_phoenix_client)
assert runner._discover(None) == []
def test_evaluators_loaded_for_experiment(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
runner = _make_runner(experiments_dir, mock_phoenix_client)
found = runner._discover(None)
by_name = {name: evs for name, _, evs in found}
assert len(by_name["es_search"]) == 1
assert len(by_name["source_router"]) == 1
def test_task_py_without_task_attr_is_skipped(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
base = tmp_path / "experiments"
base.mkdir()
exp = base / "bad_task"
exp.mkdir()
(exp / "task.py").write_text("# no task callable\n")
runner = _make_runner(base, mock_phoenix_client)
found = runner._discover(None)
assert found == []
def test_discover_creates_missing_init_py(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
base = tmp_path / "experiments"
base.mkdir()
exp = base / "my_exp"
exp.mkdir()
(exp / "task.py").write_text("async def task(example): return 'x'\n")
assert not (exp / "__init__.py").exists()
runner = _make_runner(base, mock_phoenix_client)
runner._discover(None)
assert (exp / "__init__.py").exists()
def test_discover_does_not_overwrite_existing_init_py(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
base = tmp_path / "experiments"
base.mkdir()
exp = base / "my_exp"
exp.mkdir()
(exp / "task.py").write_text("async def task(example): return 'x'\n")
(exp / "__init__.py").write_text("# existing\n")
runner = _make_runner(base, mock_phoenix_client)
runner._discover(None)
assert (exp / "__init__.py").read_text() == "# existing\n"
def test_evaluator_without_matching_callable_is_skipped(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
base = tmp_path / "experiments"
base.mkdir()
exp = base / "partial"
exp.mkdir()
(exp / "task.py").write_text("async def task(example): return 'x'\n")
(exp / "my_eval.py").write_text("def wrong_name(o, e): return 1.0\n")
runner = _make_runner(base, mock_phoenix_client)
found = runner._discover(None)
assert len(found) == 1
_, _, evaluators = found[0]
assert evaluators == []
class TestLoadAttribute:
def test_loads_named_attribute(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
py_file = tmp_path / "mymod.py"
py_file.write_text("VALUE = 42\n")
runner = _make_runner(tmp_path, mock_phoenix_client)
result = runner._load_attribute(py_file, "VALUE")
assert result == 42
def test_returns_none_for_missing_attribute(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
py_file = tmp_path / "mymod2.py"
py_file.write_text("x = 1\n")
runner = _make_runner(tmp_path, mock_phoenix_client)
result = runner._load_attribute(py_file, "nonexistent")
assert result is None
def test_returns_none_on_import_error(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
py_file = tmp_path / "broken.py"
py_file.write_text("raise ValueError('boom')\n")
runner = _make_runner(tmp_path, mock_phoenix_client)
result = runner._load_attribute(py_file, "anything")
assert result is None
def test_cleans_sys_modules_on_import_error(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
"""A broken module must not leak into sys.modules."""
import sys
py_file = tmp_path / "leaky.py"
py_file.write_text("raise RuntimeError('kaboom')\n")
runner = _make_runner(tmp_path, mock_phoenix_client)
module_name = f"_evalwire_exp_{py_file.parent.name}_{py_file.stem}"
result = runner._load_attribute(py_file, "anything")
assert result is None
assert module_name not in sys.modules
class TestRun:
def test_run_calls_run_experiment_for_each_discovered(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
mock_phoenix_client.experiments.run_experiment.return_value = MagicMock()
runner = _make_runner(experiments_dir, mock_phoenix_client)
results = runner.run()
assert mock_phoenix_client.experiments.run_experiment.call_count == 2
assert len(results) == 2
def test_run_passes_dry_run_flag(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
mock_phoenix_client.experiments.run_experiment.return_value = MagicMock()
runner = _make_runner(experiments_dir, mock_phoenix_client, dry_run=3)
runner.run()
for c in mock_phoenix_client.experiments.run_experiment.call_args_list:
assert c.kwargs.get("dry_run") == 3
def test_run_uses_custom_prefix(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
mock_phoenix_client.experiments.run_experiment.return_value = MagicMock()
runner = _make_runner(experiments_dir, mock_phoenix_client)
runner.run(experiment_name_prefix="ci")
for c in mock_phoenix_client.experiments.run_experiment.call_args_list:
assert c.kwargs["experiment_name"].startswith("ci_")
def test_run_attaches_metadata(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
mock_phoenix_client.experiments.run_experiment.return_value = MagicMock()
runner = _make_runner(experiments_dir, mock_phoenix_client)
runner.run(metadata={"branch": "main"})
for c in mock_phoenix_client.experiments.run_experiment.call_args_list:
assert c.kwargs["experiment_metadata"]["branch"] == "main"
def test_run_returns_empty_for_no_experiments(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
base = tmp_path / "empty_experiments"
base.mkdir()
runner = _make_runner(base, mock_phoenix_client)
result = runner.run()
assert result == []
def test_run_raises_system_exit_1_when_dataset_missing(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
mock_phoenix_client.datasets.get_dataset.side_effect = Exception("not found")
runner = _make_runner(experiments_dir, mock_phoenix_client)
with pytest.raises(SystemExit) as exc_info:
runner.run()
assert exc_info.value.code == 1
def test_run_raises_system_exit_1_when_experiment_errors(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
mock_phoenix_client.experiments.run_experiment.side_effect = RuntimeError(
"boom"
)
runner = _make_runner(experiments_dir, mock_phoenix_client)
with pytest.raises(SystemExit) as exc_info:
runner.run()
assert exc_info.value.code == 1
def test_run_filters_by_names(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
mock_phoenix_client.experiments.run_experiment.return_value = MagicMock()
runner = _make_runner(experiments_dir, mock_phoenix_client)
results = runner.run(names=["es_search"])
assert mock_phoenix_client.experiments.run_experiment.call_count == 1
assert len(results) == 1
def test_experiment_name_includes_dataset_name(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
mock_phoenix_client.experiments.run_experiment.return_value = MagicMock()
runner = _make_runner(experiments_dir, mock_phoenix_client)
runner.run(names=["es_search"])
call_kwargs = mock_phoenix_client.experiments.run_experiment.call_args.kwargs
assert "es_search" in call_kwargs["experiment_name"]
def test_async_task_is_wrapped_and_callable_by_sync_phoenix(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
"""An async task must be transparently wrapped so Phoenix's sync runner
can call it without getting back an unawaited coroutine."""
base = tmp_path / "experiments"
base.mkdir()
exp = base / "async_exp"
exp.mkdir()
(exp / "task.py").write_text("async def task(example): return 'async_result'\n")
# Capture the task callable that is passed to run_experiment.
captured: dict = {}
def _capture_task(**kwargs: object) -> MagicMock:
captured["task"] = kwargs["task"]
return MagicMock()
mock_phoenix_client.experiments.run_experiment.side_effect = _capture_task
runner = _make_runner(base, mock_phoenix_client)
runner.run()
assert "task" in captured, "run_experiment was not called"
wrapped = captured["task"]
# The wrapped task must be a plain callable (not a coroutine function)
# so Phoenix's sync runner can call it directly.
import inspect
assert not inspect.iscoroutinefunction(wrapped), (
"Async task should have been wrapped into a sync callable"
)
# Calling it must return the real result, not a coroutine.
result = wrapped(example=object())
assert result == "async_result"
def test_async_task_loop_is_reused_across_calls(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
"""The per-thread event loop must stay open between successive task calls.
Closing the loop after each call (e.g. asyncio.run()) breaks async I/O
libraries that close transports after the coroutine returns."""
base = tmp_path / "experiments"
base.mkdir()
exp = base / "loop_reuse_exp"
exp.mkdir()
(exp / "task.py").write_text("async def task(example): return 'ok'\n")
captured: dict = {}
def _capture_task(**kwargs: object) -> MagicMock:
captured["task"] = kwargs["task"]
return MagicMock()
mock_phoenix_client.experiments.run_experiment.side_effect = _capture_task
runner = _make_runner(base, mock_phoenix_client)
runner.run()
wrapped = captured["task"]
# Simulate Phoenix calling the task for multiple examples sequentially.
# If the loop were closed between calls the second call would raise
# "RuntimeError: Event loop is closed".
assert wrapped(example=object()) == "ok"
assert wrapped(example=object()) == "ok" # must not raise
class TestConcurrentExecution:
def test_concurrent_experiments_all_complete(
self, experiments_dir: Path, mock_phoenix_client: MagicMock
):
"""With concurrency=2, all experiments should still complete."""
mock_phoenix_client.experiments.run_experiment.return_value = MagicMock()
runner = _make_runner(experiments_dir, mock_phoenix_client, concurrency=2)
results = runner.run()
assert len(results) == 2
assert mock_phoenix_client.experiments.run_experiment.call_count == 2
def test_concurrent_experiments_with_async_tasks(
self, tmp_path: Path, mock_phoenix_client: MagicMock
):
"""Async tasks run concurrently without event loop conflicts."""
base = tmp_path / "experiments"
base.mkdir()
for i in range(3):
exp = base / f"exp_{i}"
exp.mkdir()
(exp / "task.py").write_text(
f"async def task(example): return 'result_{i}'\n"
)
mock_phoenix_client.experiments.run_experiment.return_value = MagicMock()
runner = _make_runner(base, mock_phoenix_client, concurrency=3)
results = runner.run()
assert len(results) == 3
class TestGetThreadEventLoop:
def test_returns_event_loop(self):
loop = _get_thread_event_loop()
assert loop is not None
assert not loop.is_closed()
def test_returns_same_loop_on_repeated_calls(self):
loop1 = _get_thread_event_loop()
loop2 = _get_thread_event_loop()
assert loop1 is loop2
def test_creates_new_loop_if_closed(self):
loop1 = _get_thread_event_loop()
loop1.close()
loop2 = _get_thread_event_loop()
assert loop2 is not loop1
assert not loop2.is_closed()
def test_different_threads_get_different_loops(self):
loops: dict[str, object] = {}
barrier = threading.Barrier(2)
def worker(name: str) -> None:
loop = _get_thread_event_loop()
loops[name] = loop
barrier.wait()
t1 = threading.Thread(target=worker, args=("a",))
t2 = threading.Thread(target=worker, args=("b",))
t1.start()
t2.start()
t1.join()
t2.join()
assert loops["a"] is not loops["b"]