shunping commented on code in PR #34709: URL: https://github.com/apache/beam/pull/34709#discussion_r2054750336
########## sdks/python/apache_beam/ml/anomaly/detectors/pyod_adapter_test.py: ########## @@ -0,0 +1,160 @@ +# +# 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 logging +import os.path +import pickle +import shutil +import tempfile +import unittest + +import numpy as np +from parameterized import parameterized + +import apache_beam as beam +from apache_beam.ml.anomaly.base import AnomalyPrediction +from apache_beam.ml.anomaly.base import AnomalyResult +from apache_beam.ml.anomaly.transforms import AnomalyDetection +from apache_beam.ml.anomaly.transforms_test import _keyed_result_is_equal_to +from apache_beam.options.pipeline_options import PipelineOptions +from apache_beam.testing.util import assert_that +from apache_beam.testing.util import equal_to + +# Protect against environments where onnx and pytorch library is not available. +# pylint: disable=wrong-import-order, wrong-import-position, ungrouped-imports +try: + import pyod + from apache_beam.ml.anomaly.detectors.pyod_adapter import PyODFactory + from pyod.models.iforest import IForest +except ImportError: + raise unittest.SkipTest('PyOD dependencies are not installed') + + +class PyODIForestTest(unittest.TestCase): Review Comment: Fixed. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
