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GpuInSet.scala
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/*
* Copyright (c) 2020-2021, NVIDIA CORPORATION.
*
* Licensed 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 com.nvidia.spark.rapids
import ai.rapids.cudf.ColumnVector
import org.apache.spark.TaskContext
import org.apache.spark.sql.catalyst.expressions.{Expression, Literal, Predicate}
case class GpuInSet(
child: Expression,
list: Seq[Any]) extends GpuUnaryExpression with Predicate {
@transient private[this] lazy val _needles: ThreadLocal[ColumnVector] =
new ThreadLocal[ColumnVector]
require(list != null, "list should not be null")
override def nullable: Boolean = child.nullable || list.contains(null)
override def doColumnar(haystack: GpuColumnVector): ColumnVector = {
val needles = getNeedles
haystack.getBase.contains(needles)
}
private def getNeedles: ColumnVector = {
var needleVec = _needles.get
if (needleVec == null) {
needleVec = buildNeedles
_needles.set(needleVec)
TaskContext.get.addTaskCompletionListener[Unit](_ => _needles.get.close())
}
needleVec
}
private def buildNeedles: ColumnVector =
GpuScalar.columnVectorFromLiterals(list, child.dataType)
override def toString: String = {
val listString = list
.map(elem => Literal(elem, child.dataType).toString)
// Sort elements for deterministic behaviours
.sorted
.mkString(", ")
s"$child INSET $listString"
}
override def sql: String = {
val valueSQL = child.sql
val listSQL = list
.map(elem => Literal(elem, child.dataType).sql)
// Sort elements for deterministic behaviours
.sorted
.mkString(", ")
s"($valueSQL IN ($listSQL))"
}
}