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

    https://github.com/apache/flink/pull/2792#discussion_r87707098
  
    --- Diff: 
flink-libraries/flink-table/src/main/scala/org/apache/flink/api/table/plan/nodes/datastream/DataStreamAggregate.scala
 ---
    @@ -135,50 +130,124 @@ class DataStreamAggregate(
           namedProperties)
     
         val prepareOpName = s"prepare select: ($aggString)"
    -    val mappedInput = inputDS
    -      .map(aggregateResult._1)
    -      .name(prepareOpName)
    -
    -    val groupReduceFunction = aggregateResult._2
    -    val rowTypeInfo = new RowTypeInfo(fieldTypes)
     
    -    val result = {
    -      // grouped / keyed aggregation
    -      if (groupingKeys.length > 0) {
    -        val aggOpName = s"groupBy: (${groupingToString(inputType, 
grouping)}), " +
    -          s"window: ($window), " +
    -          s"select: ($aggString)"
    -        val aggregateFunction =
    -          createWindowAggregationFunction(window, namedProperties, 
groupReduceFunction)
    -
    -        val keyedStream = mappedInput.keyBy(groupingKeys: _*)
    -
    -        val windowedStream = createKeyedWindowedStream(window, keyedStream)
    -          .asInstanceOf[WindowedStream[Row, Tuple, DataStreamWindow]]
    -
    -        windowedStream
    -          .apply(aggregateFunction)
    -          .returns(rowTypeInfo)
    -          .name(aggOpName)
    -          .asInstanceOf[DataStream[Any]]
    +    val (aggFieldIndexes, aggregates) =
    +      AggregateUtil.transformToAggregateFunctions(
    +        namedAggregates.map(_.getKey), inputType, grouping.length)
    +
    +    val result: DataStream[Any] = {
    +
    +      // check all aggregates are support Partial aggregate
    +      if (aggregates.map(_.supportPartial).forall(x => x)) {
    --- End diff --
    
    There is too much code in `translateToPlan` method. I would like to split 
the incremental-aggregation and non-incremental-aggregation into separate 
private methods.
    
    That would be more readable.


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