anishshri-db commented on code in PR #47133: URL: https://github.com/apache/spark/pull/47133#discussion_r1680066012
########## python/pyspark/sql/tests/pandas/test_pandas_transform_with_state.py: ########## @@ -0,0 +1,152 @@ +# +# 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 random +import shutil +import string +import sys +import tempfile +import pandas as pd +from pyspark.sql.streaming import StatefulProcessor, StatefulProcessorHandle +from typing import Iterator + +import unittest +from typing import cast + +from pyspark import SparkConf +from pyspark.sql.streaming.state import GroupStateTimeout, GroupState +from pyspark.sql.types import ( + LongType, + StringType, + StructType, + StructField, + Row, +) +from pyspark.testing.sqlutils import ( + ReusedSQLTestCase, + have_pandas, + have_pyarrow, + pandas_requirement_message, + pyarrow_requirement_message, +) +from pyspark.testing.utils import eventually + + [email protected]( + not have_pandas or not have_pyarrow, + cast(str, pandas_requirement_message or pyarrow_requirement_message), +) +class TransformWithStateInPandasTestsMixin: Review Comment: Could we add some negative test cases here too ? for the times where the stateful processor might be performing operations that are not supported ? -- 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] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
