python/pyspark/ml/tests/connect/test_parity_functions.py

#
# 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 unittest

from pyspark.ml.tests.test_functions import (
    ArrayVectorConversionTestsMixin,
    PredictBatchUDFTestsMixin,
)
from pyspark.testing.connectutils import ReusedConnectTestCase
from pyspark.testing.utils import (
    have_pandas,
    have_pyarrow,
    pandas_requirement_message,
    pyarrow_requirement_message,
)


class ArrayVectorConversionParityTests(ArrayVectorConversionTestsMixin, ReusedConnectTestCase):
    pass


@unittest.skipIf(
    not have_pandas or not have_pyarrow,
    pandas_requirement_message or pyarrow_requirement_message,
)
class PredictBatchUDFParityTests(PredictBatchUDFTestsMixin, ReusedConnectTestCase):
    pass


if __name__ == "__main__":
    from pyspark.testing import main

    main()