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

    https://github.com/apache/spark/pull/16043#discussion_r89886382
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/ComplexTypeConstructors.scala
 ---
    @@ -0,0 +1,79 @@
    +/*
    + * 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.spark.sql.catalyst.optimizer
    +
    +import org.apache.spark.sql.catalyst.expressions.{Cast, CreateArray, 
CreateMap, CreateNamedStructLike, Expression, GetArrayItem, 
GetArrayStructFields, GetMapValue, GetStructField, IntegerLiteral, Literal}
    +import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
    +import org.apache.spark.sql.catalyst.rules.Rule
    +
    +/**
    +* push down operations into [[CreateNamedStructLike]].
    +*/
    +object SimplifyCreateStructOps extends Rule[LogicalPlan]{
    +  override def apply(plan: LogicalPlan): LogicalPlan = {
    +    plan.transformExpressionsUp{
    +      // push down field extraction
    +      case GetStructField( createNamedStructLike : CreateNamedStructLike, 
ordinal, _ ) =>
    +        val value = createNamedStructLike.valExprs(ordinal)
    +        value
    +    }
    +  }
    +}
    +
    +/**
    +* push down operations into [[CreateArray]].
    +*/
    +object SimplifyCreateArrayOps extends Rule[LogicalPlan]{
    +  override def apply(plan: LogicalPlan): LogicalPlan = {
    +    plan.transformExpressionsUp{
    +      // push down field selection (array of structs)
    +      case GetArrayStructFields(CreateArray(elems), field, ordinal, 
numFields, containsNull) =>
    +        def getStructField( elem : Expression ) = {
    +          GetStructField( elem, ordinal, Some(field.name) )
    +        }
    +        CreateArray( elems.map(getStructField) )
    +      // push down item selection.
    +      case ga @ GetArrayItem( CreateArray(elems), IntegerLiteral( idx ) ) 
=>
    +        if ( idx >= 0 && idx < elems.size ) {
    +          elems(idx)
    +        } else {
    +          Cast( Literal( null), ga.dataType )
    +        }
    +    }
    +  }
    +}
    +
    +/**
    +* push down operations into [[CreateMap]].
    +*/
    +object SimplifyCreateMapOps extends Rule[LogicalPlan]{
    +  override def apply(plan: LogicalPlan): LogicalPlan = {
    +    plan.transformExpressionsUp{
    +      // attempt to unfold 'constant' key extraction,
    +      // this enables other optimizations to take place.
    +      case gmv @ GetMapValue(cm @ CreateMap(elems), key @ Literal(v, t)) =>
    --- End diff --
    
    assume constant folding already did its thing, otherwise there's not much 
we can do anyway


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