lightning/tests/conftest.py

92 lines
3.2 KiB
Python

# Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import os
import sys
import threading
from functools import partial, wraps
from http.server import SimpleHTTPRequestHandler
import pytest
import torch.multiprocessing as mp
@pytest.fixture(scope="function", autouse=True)
def preserve_global_rank_variable():
""" Ensures that the rank_zero_only.rank global variable gets reset in each test. """
from pytorch_lightning.utilities.distributed import rank_zero_only
rank = getattr(rank_zero_only, "rank", None)
yield
if rank is not None:
setattr(rank_zero_only, "rank", rank)
@pytest.fixture(scope="function", autouse=True)
def restore_env_variables():
""" Ensures that environment variables set during the test do not leak out. """
env_backup = os.environ.copy()
yield
# restore environment as it was before running the test
os.environ.clear()
os.environ.update(env_backup)
def pytest_configure(config):
config.addinivalue_line("markers", "spawn: spawn test in a separate process using torch.multiprocessing.spawn")
@pytest.mark.tryfirst
def pytest_pyfunc_call(pyfuncitem):
if pyfuncitem.get_closest_marker("spawn"):
testfunction = pyfuncitem.obj
funcargs = pyfuncitem.funcargs
testargs = tuple([funcargs[arg] for arg in pyfuncitem._fixtureinfo.argnames])
mp.spawn(wraps, (testfunction, testargs))
return True
@pytest.fixture
def tmpdir_server(tmpdir):
if sys.version_info >= (3, 7):
Handler = partial(SimpleHTTPRequestHandler, directory=str(tmpdir))
from http.server import ThreadingHTTPServer
else:
# unfortunately SimpleHTTPRequestHandler doesn't accept the directory arg in python3.6
# so we have to hack it like this
class Handler(SimpleHTTPRequestHandler):
def translate_path(self, path):
# get the path from cwd
path = super().translate_path(path)
# get the relative path
relpath = os.path.relpath(path, os.getcwd())
# return the full path from root_dir
return os.path.join(str(tmpdir), relpath)
# ThreadingHTTPServer was added in 3.7, so we need to define it ourselves
from http.server import HTTPServer
from socketserver import ThreadingMixIn
class ThreadingHTTPServer(ThreadingMixIn, HTTPServer):
daemon_threads = True
with ThreadingHTTPServer(('localhost', 0), Handler) as server:
server_thread = threading.Thread(target=server.serve_forever)
# Exit the server thread when the main thread terminates
server_thread.daemon = True
server_thread.start()
yield server.server_address
server.shutdown()