tests/python/unittest/test_base.py - master - githubmirror/incubator-mxnet

tests/python/unittest/test_base.py
109 строк4 KB
Leonard Lausen
Remove duplicate setup and teardown functions (#19254)
11 окт 2020, 10:57
11 окт 2020, 10:57480d027
# 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.

import mxnet as mx
from numpy.testing import assert_equal
from mxnet.base import data_dir
from mxnet.test_utils import environment
from mxnet.util import getenv
from common import with_environment
import os
import logging
import os.path as op
import platform
import pytest

@pytest.mark.garbage_expected
def test_environment():
    name1 = 'MXNET_TEST_ENV_VAR_1'
    name2 = 'MXNET_TEST_ENV_VAR_2'

    # Test that a variable can be set in the python and backend environment
    with environment(name1, '42'):
        assert_equal(os.environ.get(name1), '42')
        assert_equal(getenv(name1), '42')

    # Test dict form of invocation
    env_var_dict = {name1: '1', name2: '2'}
    with environment(env_var_dict):
        for key, value in env_var_dict.items():
            assert_equal(os.environ.get(key), value)
            assert_equal(getenv(key), value)

    # Further testing in 'test_with_environment()'

@with_environment({'MXNET_TEST_ENV_VAR_1': '10', 'MXNET_TEST_ENV_VAR_2': None})
def test_with_environment():
    name1 = 'MXNET_TEST_ENV_VAR_1'
    name2 = 'MXNET_TEST_ENV_VAR_2'
    def check_background_values():
        assert_equal(os.environ.get(name1), '10')
        assert_equal(getenv(name1), '10')
        assert_equal(os.environ.get(name2), None)
        assert_equal(getenv(name2), None)

    check_background_values()

    # This completes the testing of with_environment(), but since we have
    # an environment with a couple of known settings, lets use it to test if
    # 'with environment()' properly restores to these settings in all cases.

    class OnPurposeError(Exception):
        """A class for exceptions thrown by this test"""
        pass

    # Enter an environment with one variable set and check it appears
    # to both python and the backend.  Then, outside the 'with' block,
    # make sure the background environment is seen, regardless of whether
    # the 'with' block raised an exception.
    def test_one_var(name, value, raise_exception=False):
        try:
            with environment(name, value):
                assert_equal(os.environ.get(name), value)
                assert_equal(getenv(name), value)
                if raise_exception:
                    raise OnPurposeError
        except OnPurposeError:
            pass
        finally:
            check_background_values()

    # Test various combinations of set and unset env vars.
    # Test that the background setting is restored in the presense of exceptions.
    for raise_exception in [False, True]:
        # name1 is initially set in the environment
        test_one_var(name1, '42', raise_exception)
        test_one_var(name1, None, raise_exception)
        # name2 is initially not set in the environment
        test_one_var(name2, '42', raise_exception)
        test_one_var(name2, None, raise_exception)


def test_data_dir():
    prev_data_dir = data_dir()
    system = platform.system()
    # Test that data_dir() returns the proper default value when MXNET_HOME is not set
    with environment('MXNET_HOME', None):
        if system == 'Windows':
            assert_equal(data_dir(), op.join(os.environ.get('APPDATA'), 'mxnet'))
        else:
            assert_equal(data_dir(), op.join(op.expanduser('~'), '.mxnet'))
    # Test that data_dir() responds to an explicit setting of MXNET_HOME
    with environment('MXNET_HOME', '/tmp/mxnet_data'):
        assert_equal(data_dir(), '/tmp/mxnet_data')
    # Test that this test has not disturbed the MXNET_HOME value existing before the test
    assert_equal(data_dir(), prev_data_dir)