org.apache.spark.sql.custom.NullableHelper.scala Maven / Gradle / Ivy
Go to download
Show more of this group Show more artifacts with this name
Show all versions of spark-extensions_2.12 Show documentation
Show all versions of spark-extensions_2.12 Show documentation
Spark extensions for SmartDataLakeBuilder
The newest version!
/*
* 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.custom
import org.apache.spark.sql.Column
import org.apache.spark.sql.catalyst.InternalRow
import org.apache.spark.sql.catalyst.expressions.codegen.{CodegenContext, ExprCode}
import org.apache.spark.sql.catalyst.expressions.{Expression, UnaryExpression}
import org.apache.spark.sql.types.DataType
case class SetNullable(child: Expression, forcedNullable: Boolean) extends UnaryExpression {
override def dataType: DataType = child.dataType
override def nullable: Boolean = forcedNullable // override nullable
override def prettyName: String = "set_nullable"
override def eval(input: InternalRow): Any = {
val value = child.eval(input)
if (!forcedNullable && value == null) throw new IllegalStateException(s"makeNotNullable used on column that has null values. To fix this you could use coalesce and set a default value.")
value
}
override protected def doGenCode(ctx: CodegenContext, ev: ExprCode): ExprCode = child.genCode(ctx)
override protected def withNewChildInternal(newChild: Expression): SetNullable = copy(child = newChild)
}
object NullableHelper {
/**
* Modifies the nullability property of a column to be not nullable.
* If the column contains null values at runtime, execution will stop with IllegalStateException.
* Often it's better to use coalesce to modify schema of a column to be not nullable, and set a default value for values that are null.
*/
def makeNotNullable(data: Column): Column = {
new Column(SetNullable(data.expr, false))
}
/**
* Modifies the nullability property of a column to be nullable.
*/
def makeNullable(data: Column): Column = {
new Column(SetNullable(data.expr, true))
}
}
© 2015 - 2024 Weber Informatics LLC | Privacy Policy