nvander1 commented on a change in pull request #24761: [SPARK-27905] [SQL] Add 
higher order function 'forall'
URL: https://github.com/apache/spark/pull/24761#discussion_r293119295
 
 

 ##########
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/higherOrderFunctions.scala
 ##########
 @@ -379,6 +379,31 @@ case class ArrayFilter(
   override def prettyName: String = "filter"
 }
 
+trait ArrayExistsForAllBase
+extends ArrayBasedSimpleHigherOrderFunction with CodegenFallback {
+  def check(cond: Boolean): Boolean
+
+  override def dataType: DataType = BooleanType
+  override def functionType: AbstractDataType = BooleanType
+
+  @transient lazy val LambdaFunction(_, Seq(elementVar: NamedLambdaVariable), 
_) = function
+
+  override def nullSafeEval(inputRow: InternalRow, argumentValue: Any): Any = {
+    val arr = argumentValue.asInstanceOf[ArrayData]
+    val f = functionForEval
+    var continue = true
+    var i = 0
+    while (i < arr.numElements && continue) {
+      elementVar.value.set(arr.get(i, elementVar.dataType))
+      if (check(f.eval(inputRow).asInstanceOf[Boolean])) {
+        continue = !continue
+      }
+      i += 1
+    }
+    !check(continue)
+  }
 
 Review comment:
   The previous exists implementation:
   ```scala
     override def nullSafeEval(inputRow: InternalRow, argumentValue: Any): Any 
= {
       val arr = argumentValue.asInstanceOf[ArrayData]
       val f = functionForEval
       var exists = false
       var i = 0
       while (i < arr.numElements && !exists) {
         elementVar.value.set(arr.get(i, elementVar.dataType))
         if (f.eval(inputRow).asInstanceOf[Boolean]) {
           exists = true
         }
         i += 1
       }
       exists
     }
   ```
   
   Compare it to the first forall implementation I proposed:
   ```scala
     override def nullSafeEval(inputRow: InternalRow, argumentValue: Any): Any 
= {
       val arr = argumentValue.asInstanceOf[ArrayData]
       val f = functionForEval
       var forall = true
       var i = 0
       while (i < arr.numElements && forall) {
         elementVar.value.set(arr.get(i, elementVar.dataType))
         if (!f.eval(inputRow).asInstanceOf[Boolean]) {
           forall = false
         }
         i += 1
       }
       forall
     }
   
   The two implementaitons were really similar and were abstracted into the 
current one:
   ```scala
     override def nullSafeEval(inputRow: InternalRow, argumentValue: Any): Any 
= {
       val arr = argumentValue.asInstanceOf[ArrayData]
       val f = functionForEval
       var continue = true
       var i = 0
       while (i < arr.numElements && continue) {
         elementVar.value.set(arr.get(i, elementVar.dataType))
         if (check(f.eval(inputRow).asInstanceOf[Boolean])) {
           continue = !continue
         }
         i += 1
       }
       !check(continue)
     }
   ```

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