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Scio - A Scala API for Apache Beam and Google Cloud Dataflow
/*
* Copyright 2016 Spotify AB.
*
* 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.spotify.scio.util
import com.google.cloud.dataflow.sdk.transforms.DoFn
import com.spotify.scio.values.SideOutputContext
private[scio] object FunctionsWithSideOutput {
trait SideOutputFn[T, U] extends DoFn[T, U] {
private var ctx: SideOutputContext[T] = null
def sideOutputContext(c: DoFn[T, U]#ProcessContext): SideOutputContext[T] = {
if (ctx == null) {
// Workaround for type inference limit
ctx = new SideOutputContext(c.asInstanceOf[DoFn[T, AnyRef]#ProcessContext])
}
ctx
}
}
def mapFn[T, U](f: (T, SideOutputContext[T]) => U): DoFn[T, U] = new SideOutputFn[T, U] {
val g = ClosureCleaner(f) // defeat closure
override def processElement(c: DoFn[T, U]#ProcessContext): Unit = {
c.output(g(c.element(), sideOutputContext(c)))
}
}
def flatMapFn[T, U](f: (T, SideOutputContext[T]) => TraversableOnce[U])
: DoFn[T, U] = new SideOutputFn[T, U] {
val g = ClosureCleaner(f) // defeat closure
override def processElement(c: DoFn[T, U]#ProcessContext): Unit = {
g(c.element(), sideOutputContext(c)).foreach(c.output)
}
}
}
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