zhengruifeng commented on code in PR #40748: URL: https://github.com/apache/spark/pull/40748#discussion_r1163524924
########## python/pyspark/mlv2/base.py: ########## @@ -0,0 +1,426 @@ +# +# 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. +# + +from abc import ABCMeta, abstractmethod + +import copy +import threading + +from typing import ( + Any, + Callable, + Generic, + Iterator, + List, + Optional, + Sequence, + Tuple, + TypeVar, + Union, + cast, + overload, + TYPE_CHECKING, +) + +from pyspark import since +from pyspark.ml.param import P +from pyspark.ml.common import inherit_doc +from pyspark.ml.param.shared import ( + HasInputCol, + HasOutputCol, + HasLabelCol, + HasFeaturesCol, + HasPredictionCol, +) +from pyspark.sql.dataframe import DataFrame Review Comment: > I am thinking that we might need a parent class for both too +1, FYI the new ML implementations will only use pure Dataframe/Column/Functions APIs, in order to support both regular spark and spark connect. ########## python/pyspark/mlv2/base.py: ########## @@ -0,0 +1,426 @@ +# +# 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. +# + +from abc import ABCMeta, abstractmethod + +import copy +import threading + +from typing import ( + Any, + Callable, + Generic, + Iterator, + List, + Optional, + Sequence, + Tuple, + TypeVar, + Union, + cast, + overload, + TYPE_CHECKING, +) + +from pyspark import since +from pyspark.ml.param import P +from pyspark.ml.common import inherit_doc +from pyspark.ml.param.shared import ( + HasInputCol, + HasOutputCol, + HasLabelCol, + HasFeaturesCol, + HasPredictionCol, +) +from pyspark.sql.dataframe import DataFrame Review Comment: > I am thinking that we might need a parent class for both too +1, FYI the new ML implementations will only use pure Dataframe/Column/Functions APIs, in order to support both regular spark and spark connect. -- 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]
