com.spotify.scio.util.FunctionsWithSideInput.scala Maven / Gradle / Ivy
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Scio - A Scala API for Apache Beam and Google Cloud Dataflow
/*
* Copyright 2019 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.spotify.scio.values.SideInputContext
import org.apache.beam.sdk.transforms.DoFn
import org.apache.beam.sdk.transforms.DoFn.ProcessElement
import org.apache.beam.sdk.transforms.windowing.BoundedWindow
import com.twitter.chill.ClosureCleaner
import scala.collection.compat._
private[scio] object FunctionsWithSideInput {
trait SideInputDoFn[T, U] extends NamedDoFn[T, U] {
def sideInputContext(c: DoFn[T, U]#ProcessContext, w: BoundedWindow): SideInputContext[T] =
// Workaround for type inference limit
new SideInputContext(c.asInstanceOf[DoFn[T, AnyRef]#ProcessContext], w)
}
def filterFn[T](f: (T, SideInputContext[T]) => Boolean): DoFn[T, T] =
new SideInputDoFn[T, T] {
val g = ClosureCleaner.clean(f) // defeat closure
/*
* ProcessContext is required as an argument because it is passed to SideInputContext
* */
@ProcessElement
private[scio] def processElement(c: DoFn[T, T]#ProcessContext, w: BoundedWindow): Unit =
if (g(c.element(), sideInputContext(c, w))) {
c.output(c.element())
}
}
def flatMapFn[T, U](f: (T, SideInputContext[T]) => TraversableOnce[U]): DoFn[T, U] =
new SideInputDoFn[T, U] {
val g = ClosureCleaner.clean(f) // defeat closure
/*
* ProcessContext is required as an argument because it is passed to SideInputContext
* */
@ProcessElement
private[scio] def processElement(c: DoFn[T, U]#ProcessContext, w: BoundedWindow): Unit = {
val i = g(c.element(), sideInputContext(c, w)).iterator
while (i.hasNext) c.output(i.next())
}
}
def mapFn[T, U](f: (T, SideInputContext[T]) => U): DoFn[T, U] =
new SideInputDoFn[T, U] {
val g = ClosureCleaner.clean(f) // defeat closure
/*
* ProcessContext is required as an argument because it is passed to SideInputContext
* */
@ProcessElement
private[scio] def processElement(c: DoFn[T, U]#ProcessContext, w: BoundedWindow): Unit =
c.output(g(c.element(), sideInputContext(c, w)))
}
}
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