# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you 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. # pylint: disable=unused-argument """Pytest plugin for using tvm testing extensions. TVM provides utilities for testing across all supported targets, and to more easily parametrize across many inputs. For more information on usage of these features, see documentation in the tvm.testing module. These are enabled by default in all pytests provided by tvm, but may be useful externally for one-off testing. To enable, add the following line to the test script, or to the conftest.py in the same directory as the test scripts. pytest_plugins = ['tvm.testing.plugin'] """ import _pytest import pytest try: from xdist.scheduler.loadscope import LoadScopeScheduling HAVE_XDIST = True except ImportError: HAVE_XDIST = False def pytest_collection_modifyitems(config, items): """Called after all tests are chosen, currently used for bookkeeping.""" # pylint: disable=unused-argument _count_num_fixture_uses(items) _remove_global_fixture_definitions(items) _sort_tests(items) def pytest_sessionfinish(session, exitstatus): # Don't exit with an error if we select a subset of tests that doesn't # include anything if session.config.option.markexpr != "": if exitstatus == pytest.ExitCode.NO_TESTS_COLLECTED: session.exitstatus = pytest.ExitCode.OK def _count_num_fixture_uses(items): # Helper function, counts the number of tests that use each cached # fixture. Should be called from pytest_collection_modifyitems(). for item in items: is_skipped = item.get_closest_marker("skip") or any( mark.args[0] for mark in item.iter_markers("skipif") ) if is_skipped: continue for fixturedefs in item._fixtureinfo.name2fixturedefs.values(): # Only increment the active fixturedef, in a name has been overridden. fixturedef = fixturedefs[-1] if hasattr(fixturedef.func, "num_tests_use_this_fixture"): fixturedef.func.num_tests_use_this_fixture[0] += 1 def _remove_global_fixture_definitions(items): # Helper function, removes fixture definitions from the global # variables of the modules they were defined in. This is intended # to improve readability of error messages by giving a NameError # if a test function accesses a pytest fixture but doesn't include # it as an argument. Should be called from # pytest_collection_modifyitems(). modules = set(item.module for item in items) for module in modules: for name in dir(module): obj = getattr(module, name) if hasattr(obj, "_pytestfixturefunction") and isinstance( obj._pytestfixturefunction, _pytest.fixtures.FixtureFunctionMarker ): delattr(module, name) def _sort_tests(items): """Sort tests by file/function. By default, pytest will sort tests to maximize the re-use of fixtures. However, this assumes that all fixtures have an equal cost to generate, and no caches outside of those managed by pytest. A tvm.testing.parameter is effectively free, while reference data for testing may be quite large. Since most of the TVM fixtures are specific to a python function, sort the test ordering by python function, so that tvm.testing.utils._fixture_cache can be cleared sooner rather than later. Should be called from pytest_collection_modifyitems. """ def sort_key(item): filename, lineno, test_name = item.location test_name = test_name.split("[")[0] return filename, lineno, test_name items.sort(key=sort_key) # pytest-xdist isn't required but is used in CI, so guard on its presence if HAVE_XDIST: def pytest_xdist_make_scheduler(config, log): """ Serialize certain tests for pytest-xdist that have inter-test dependencies """ class TvmTestScheduler(LoadScopeScheduling): """ Scheduler to serializer tests """ def _split_scope(self, nodeid): """ Returns a specific string for classes of nodeids """ # NOTE: these tests contain inter-test dependencies and must be # serialized items = { "test_tvm_testing_features": "functional-tests", } for nodeid_pattern, suite_name in items.items(): if nodeid_pattern in nodeid: return suite_name return nodeid return TvmTestScheduler(config, log)