conftest.py

# Even if empty this file is useful so that when running from the root folder
# ./sklearn is added to sys.path by pytest. See
# https://docs.pytest.org/en/latest/pythonpath.html for more details.  For
# example, this allows to build extensions in place and run pytest
# doc/modules/clustering.rst and use sklearn from the local folder rather than
# the one from site-packages.

import platform
import sys

import pytest
from _pytest.doctest import DoctestItem
from packaging.version import Version, parse

from skopt import _IS_32BIT

PYTEST_MIN_VERSION = '3.6.0'

if parse(pytest.__version__) < Version(PYTEST_MIN_VERSION):
    raise ImportError(
        'Your version of pytest is too old, you should have '
        'at least pytest >= {} installed.'.format(PYTEST_MIN_VERSION)
    )


def pytest_addoption(parser):
    parser.addoption(
        "--skip-network", action="store_true", default=False, help="skip network tests"
    )


def pytest_collection_modifyitems(config, items):
    # FeatureHasher is not compatible with PyPy
    if platform.python_implementation() == 'PyPy':
        skip_marker = pytest.mark.skip(
            reason='FeatureHasher is not compatible with PyPy'
        )
        for item in items:
            if item.name.endswith(('_hash.FeatureHasher', 'text.HashingVectorizer')):
                item.add_marker(skip_marker)

    # Skip tests which require internet if the flag is provided
    if config.getoption("--skip-network"):
        skip_network = pytest.mark.skip(reason="test requires internet connectivity")
        for item in items:
            if "network" in item.keywords:
                item.add_marker(skip_network)

    # numpy changed the str/repr formatting of numpy arrays in 1.14. We want to
    # run doctests only for numpy >= 1.14.
    skip_doctests = False
    try:
        import numpy as np

        if parse(np.__version__) < Version('1.14'):
            reason = 'doctests are only run for numpy >= 1.14'
            skip_doctests = True
        elif _IS_32BIT:
            reason = 'doctest are only run when the default numpy int is ' '64 bits.'
            skip_doctests = True
        elif sys.platform.startswith("win32"):
            reason = (
                "doctests are not run for Windows because numpy arrays "
                "repr is inconsistent across platforms."
            )
            skip_doctests = True
    except ImportError:
        pass

    if skip_doctests:
        skip_marker = pytest.mark.skip(reason=reason)

        for item in items:
            if isinstance(item, DoctestItem):
                item.add_marker(skip_marker)


def pytest_configure(config):
    import sys

    sys._is_pytest_session = True


def pytest_unconfigure(config):
    import sys

    del sys._is_pytest_session