Github user stefanobaghino commented on a diff in the pull request:

    https://github.com/apache/flink/pull/1704#discussion_r55996335
  
    --- Diff: 
flink-scala/src/main/scala/org/apache/flink/api/scala/extensions/acceptPartialFunctions/OnDataSet.scala
 ---
    @@ -0,0 +1,104 @@
    +/*
    + * 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.
    + */
    +package org.apache.flink.api.scala.extensions.acceptPartialFunctions
    +
    +import org.apache.flink.api.common.typeinfo.TypeInformation
    +import org.apache.flink.api.scala.{GroupedDataSet, DataSet}
    +
    +import scala.reflect.ClassTag
    +
    +class OnDataSet[T: TypeInformation](ds: DataSet[T]) {
    +
    +  /**
    +    * Applies a function `fun` to each item of the data set
    +    *
    +    * @param fun The function to be applied to each item
    +    * @tparam R The type of the items in the returned data set
    +    * @return A dataset of R
    +    */
    +  def mapWith[R: TypeInformation: ClassTag](fun: T => R): DataSet[R] =
    +    ds.map(fun)
    +
    +  /**
    +    * Applies a function `fun` to a partition as a whole
    +    *
    +    * @param fun The function to be applied on the whole partition
    +    * @tparam R The type of the items in the returned data set
    +    * @return A dataset of R
    +    */
    +  def mapPartitionWith[R: TypeInformation: ClassTag](fun: Seq[T] => R): 
DataSet[R] =
    +    ds.mapPartition {
    +      (it, out) =>
    +        out.collect(fun(it.to[Seq]))
    --- End diff --
    
    [Yes, it 
does.](http://www.scala-lang.org/api/current/index.html#scala.collection.Traversable@to[Col[_]]:Col[A])
 I thought in this context I was fairly safe from OOMs but I'll refactor to 
make it work on each item of the collection individually. Thanks!


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