/*
 * 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.beam.runners.core.construction.graph;

import static org.apache.beam.vendor.guava.v20_0.com.google.common.collect.Iterables.getOnlyElement;
import static org.hamcrest.Matchers.containsInAnyOrder;
import static org.hamcrest.Matchers.empty;
import static org.hamcrest.Matchers.equalTo;
import static org.hamcrest.Matchers.hasEntry;
import static org.hamcrest.Matchers.hasItems;
import static org.hamcrest.Matchers.hasSize;
import static org.junit.Assert.assertThat;

import java.util.ArrayList;
import java.util.Collection;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import org.apache.beam.model.pipeline.v1.RunnerApi;
import org.apache.beam.model.pipeline.v1.RunnerApi.Components;
import org.apache.beam.model.pipeline.v1.RunnerApi.Environment;
import org.apache.beam.model.pipeline.v1.RunnerApi.FunctionSpec;
import org.apache.beam.model.pipeline.v1.RunnerApi.PCollection;
import org.apache.beam.model.pipeline.v1.RunnerApi.PTransform;
import org.apache.beam.runners.core.construction.PTransformTranslation;
import org.apache.beam.runners.core.construction.graph.OutputDeduplicator.DeduplicationResult;
import org.apache.beam.runners.core.construction.graph.PipelineNode.PCollectionNode;
import org.apache.beam.runners.core.construction.graph.PipelineNode.PTransformNode;
import org.apache.beam.vendor.guava.v20_0.com.google.common.collect.ImmutableList;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.junit.runners.JUnit4;

/** Tests for {@link OutputDeduplicator}. */
@RunWith(JUnit4.class)
public class OutputDeduplicatorTest {
  @Test
  public void unchangedWithNoDuplicates() {
    /* When all the PCollections are produced by only one transform or stage, the result should be
     * empty/identical to the input.
     *
     * Pipeline:
     *              /-> one -> .out \
     * red -> .out ->                -> blue -> .out
     *              \-> two -> .out /
     */
    PCollection redOut = PCollection.newBuilder().setUniqueName("red.out").build();
    PTransform red =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putOutputs("out", redOut.getUniqueName())
            .build();
    PCollection oneOut = PCollection.newBuilder().setUniqueName("one.out").build();
    PTransform one =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", redOut.getUniqueName())
            .putOutputs("out", oneOut.getUniqueName())
            .build();
    PCollection twoOut = PCollection.newBuilder().setUniqueName("two.out").build();
    PTransform two =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", redOut.getUniqueName())
            .putOutputs("out", twoOut.getUniqueName())
            .build();
    PCollection blueOut = PCollection.newBuilder().setUniqueName("blue.out").build();
    PTransform blue =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("one", oneOut.getUniqueName())
            .putInputs("two", twoOut.getUniqueName())
            .putOutputs("out", blueOut.getUniqueName())
            .build();
    RunnerApi.Components components =
        Components.newBuilder()
            .putTransforms("one", one)
            .putPcollections(oneOut.getUniqueName(), oneOut)
            .putTransforms("two", two)
            .putPcollections(twoOut.getUniqueName(), twoOut)
            .putTransforms("red", red)
            .putPcollections(redOut.getUniqueName(), redOut)
            .putTransforms("blue", blue)
            .putPcollections(blueOut.getUniqueName(), blueOut)
            .build();
    ExecutableStage oneStage =
        ImmutableExecutableStage.of(
            components,
            Environment.getDefaultInstance(),
            PipelineNode.pCollection(redOut.getUniqueName(), redOut),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(PipelineNode.pTransform("one", one)),
            ImmutableList.of(PipelineNode.pCollection(oneOut.getUniqueName(), oneOut)));
    ExecutableStage twoStage =
        ImmutableExecutableStage.of(
            components,
            Environment.getDefaultInstance(),
            PipelineNode.pCollection(redOut.getUniqueName(), redOut),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(PipelineNode.pTransform("two", two)),
            ImmutableList.of(PipelineNode.pCollection(twoOut.getUniqueName(), twoOut)));
    PTransformNode redTransform = PipelineNode.pTransform("red", red);
    PTransformNode blueTransform = PipelineNode.pTransform("blue", blue);
    QueryablePipeline pipeline = QueryablePipeline.forPrimitivesIn(components);
    DeduplicationResult result =
        OutputDeduplicator.ensureSingleProducer(
            pipeline,
            ImmutableList.of(oneStage, twoStage),
            ImmutableList.of(redTransform, blueTransform));

    assertThat(result.getDeduplicatedComponents(), equalTo(components));
    assertThat(result.getDeduplicatedStages().keySet(), empty());
    assertThat(result.getDeduplicatedTransforms().keySet(), empty());
    assertThat(result.getIntroducedTransforms(), empty());
  }

  @Test
  public void duplicateOverStages() {
    /* When multiple stages and a runner-executed transform produce a PCollection, all should be
     * replaced with synthetic flattens.
     * original graph:
     *             --> one -> .out \
     * red -> .out |                -> shared -> .out -> blue -> .out
     *             --> two -> .out /
     *
     * fused graph:
     *             --> [one -> .out -> shared ->] .out
     * red -> .out |                                   (shared.out) -> blue -> .out
     *             --> [two -> .out -> shared ->] .out
     *
     * deduplicated graph:
     *             --> [one -> .out -> shared ->] .out:0 \
     * red -> .out |                                      -> shared -> .out -> blue ->.out
     *             --> [two -> .out -> shared ->] .out:1 /
     */
    PCollection redOut = PCollection.newBuilder().setUniqueName("red.out").build();
    PTransform red =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putOutputs("out", redOut.getUniqueName())
            .build();
    PCollection oneOut = PCollection.newBuilder().setUniqueName("one.out").build();
    PTransform one =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", redOut.getUniqueName())
            .putOutputs("out", oneOut.getUniqueName())
            .build();
    PCollection twoOut = PCollection.newBuilder().setUniqueName("two.out").build();
    PTransform two =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", redOut.getUniqueName())
            .putOutputs("out", twoOut.getUniqueName())
            .build();
    PCollection sharedOut = PCollection.newBuilder().setUniqueName("shared.out").build();
    PTransform shared =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("one", oneOut.getUniqueName())
            .putInputs("two", twoOut.getUniqueName())
            .putOutputs("shared", sharedOut.getUniqueName())
            .build();
    PCollection blueOut = PCollection.newBuilder().setUniqueName("blue.out").build();
    PTransform blue =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", sharedOut.getUniqueName())
            .putOutputs("out", blueOut.getUniqueName())
            .build();
    RunnerApi.Components components =
        Components.newBuilder()
            .putTransforms("one", one)
            .putPcollections(oneOut.getUniqueName(), oneOut)
            .putTransforms("two", two)
            .putPcollections(twoOut.getUniqueName(), twoOut)
            .putTransforms("shared", shared)
            .putPcollections(sharedOut.getUniqueName(), sharedOut)
            .putTransforms("red", red)
            .putPcollections(redOut.getUniqueName(), redOut)
            .putTransforms("blue", blue)
            .putPcollections(blueOut.getUniqueName(), blueOut)
            .build();
    ExecutableStage oneStage =
        ImmutableExecutableStage.of(
            components,
            Environment.getDefaultInstance(),
            PipelineNode.pCollection(redOut.getUniqueName(), redOut),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(
                PipelineNode.pTransform("one", one), PipelineNode.pTransform("shared", shared)),
            ImmutableList.of(PipelineNode.pCollection(sharedOut.getUniqueName(), sharedOut)));
    ExecutableStage twoStage =
        ImmutableExecutableStage.of(
            components,
            Environment.getDefaultInstance(),
            PipelineNode.pCollection(redOut.getUniqueName(), redOut),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(
                PipelineNode.pTransform("two", two), PipelineNode.pTransform("shared", shared)),
            ImmutableList.of(PipelineNode.pCollection(sharedOut.getUniqueName(), sharedOut)));
    PTransformNode redTransform = PipelineNode.pTransform("red", red);
    PTransformNode blueTransform = PipelineNode.pTransform("blue", blue);
    QueryablePipeline pipeline = QueryablePipeline.forPrimitivesIn(components);
    DeduplicationResult result =
        OutputDeduplicator.ensureSingleProducer(
            pipeline,
            ImmutableList.of(oneStage, twoStage),
            ImmutableList.of(redTransform, blueTransform));

    assertThat(result.getIntroducedTransforms(), hasSize(1));
    PTransformNode introduced = getOnlyElement(result.getIntroducedTransforms());
    assertThat(introduced.getTransform().getOutputsMap().size(), equalTo(1));
    assertThat(
        getOnlyElement(introduced.getTransform().getOutputsMap().values()),
        equalTo(sharedOut.getUniqueName()));

    assertThat(
        result.getDeduplicatedComponents().getPcollectionsMap().keySet(),
        hasItems(introduced.getTransform().getInputsMap().values().toArray(new String[0])));

    assertThat(result.getDeduplicatedStages().keySet(), hasSize(2));
    List<String> stageOutputs =
        result
            .getDeduplicatedStages()
            .values()
            .stream()
            .flatMap(stage -> stage.getOutputPCollections().stream().map(PCollectionNode::getId))
            .collect(Collectors.toList());
    assertThat(
        stageOutputs,
        containsInAnyOrder(introduced.getTransform().getInputsMap().values().toArray()));
    assertThat(result.getDeduplicatedTransforms().keySet(), empty());

    assertThat(
        result.getDeduplicatedComponents().getPcollectionsMap().keySet(),
        hasItems(stageOutputs.toArray(new String[0])));
    assertThat(
        result.getDeduplicatedComponents().getTransformsMap(),
        hasEntry(introduced.getId(), introduced.getTransform()));
  }

  @Test
  public void duplicateOverStagesAndTransforms() {
    /* When both a stage and a runner-executed transform produce a PCollection, all should be
     * replaced with synthetic flattens.
     * original graph:
     *             --> one -> .out \
     * red -> .out |                -> shared -> .out
     *             --------------> /
     *
     * fused graph:
     *             --> [one -> .out -> shared ->] .out
     * red -> .out |
     *             ------------------> shared --> .out
     *
     * deduplicated graph:
     *             --> [one -> .out -> shared ->] .out:0 \
     * red -> .out |                                      -> shared -> .out
     *             -----------------> shared:0 -> .out:1 /
     */
    PCollection redOut = PCollection.newBuilder().setUniqueName("red.out").build();
    PTransform red =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putOutputs("out", redOut.getUniqueName())
            .build();
    PCollection oneOut = PCollection.newBuilder().setUniqueName("one.out").build();
    PTransform one =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", redOut.getUniqueName())
            .putOutputs("out", oneOut.getUniqueName())
            .build();
    PCollection sharedOut = PCollection.newBuilder().setUniqueName("shared.out").build();
    PTransform shared =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("one", oneOut.getUniqueName())
            .putInputs("red", redOut.getUniqueName())
            .putOutputs("shared", sharedOut.getUniqueName())
            .build();
    PCollection blueOut = PCollection.newBuilder().setUniqueName("blue.out").build();
    PTransform blue =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", sharedOut.getUniqueName())
            .putOutputs("out", blueOut.getUniqueName())
            .build();
    RunnerApi.Components components =
        Components.newBuilder()
            .putTransforms("one", one)
            .putPcollections(oneOut.getUniqueName(), oneOut)
            .putTransforms("red", red)
            .putPcollections(redOut.getUniqueName(), redOut)
            .putTransforms("shared", shared)
            .putPcollections(sharedOut.getUniqueName(), sharedOut)
            .putTransforms("blue", blue)
            .putPcollections(blueOut.getUniqueName(), blueOut)
            .build();
    PTransformNode sharedTransform = PipelineNode.pTransform("shared", shared);
    ExecutableStage oneStage =
        ImmutableExecutableStage.of(
            components,
            Environment.getDefaultInstance(),
            PipelineNode.pCollection(redOut.getUniqueName(), redOut),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(PipelineNode.pTransform("one", one), sharedTransform),
            ImmutableList.of(PipelineNode.pCollection(sharedOut.getUniqueName(), sharedOut)));
    PTransformNode redTransform = PipelineNode.pTransform("red", red);
    PTransformNode blueTransform = PipelineNode.pTransform("blue", blue);
    QueryablePipeline pipeline = QueryablePipeline.forPrimitivesIn(components);
    DeduplicationResult result =
        OutputDeduplicator.ensureSingleProducer(
            pipeline,
            ImmutableList.of(oneStage),
            ImmutableList.of(redTransform, blueTransform, sharedTransform));

    assertThat(result.getIntroducedTransforms(), hasSize(1));
    PTransformNode introduced = getOnlyElement(result.getIntroducedTransforms());
    assertThat(introduced.getTransform().getOutputsMap().size(), equalTo(1));
    assertThat(
        getOnlyElement(introduced.getTransform().getOutputsMap().values()),
        equalTo(sharedOut.getUniqueName()));

    assertThat(
        result.getDeduplicatedComponents().getPcollectionsMap().keySet(),
        hasItems(introduced.getTransform().getInputsMap().values().toArray(new String[0])));

    assertThat(result.getDeduplicatedStages().keySet(), hasSize(1));
    assertThat(result.getDeduplicatedTransforms().keySet(), containsInAnyOrder("shared"));

    List<String> introducedOutputs = new ArrayList<>();
    introducedOutputs.addAll(
        result.getDeduplicatedTransforms().get("shared").getTransform().getOutputsMap().values());
    introducedOutputs.addAll(
        result
            .getDeduplicatedStages()
            .get(oneStage)
            .getOutputPCollections()
            .stream()
            .map(PCollectionNode::getId)
            .collect(Collectors.toList()));
    assertThat(
        introduced.getTransform().getInputsMap().values(),
        containsInAnyOrder(introducedOutputs.toArray(new String[0])));
    assertThat(
        result.getDeduplicatedComponents().getPcollectionsMap().keySet(),
        hasItems(introducedOutputs.toArray(new String[0])));
    assertThat(
        result.getDeduplicatedComponents().getTransformsMap(),
        hasEntry(introduced.getId(), introduced.getTransform()));
  }

  @Test
  public void multipleDuplicatesInStages() {
    /* A stage that produces multiple duplicates should have them all synthesized.
     *
     * Original Pipeline:
     * red -> .out ---> one -> .out -----\
     *             \                      -> shared.out
     *              \--> two -> .out ----|
     *               \                    -> otherShared -> .out
     *                \-> three --> .out /
     *
     * Fused Pipeline:
     *      -> .out [-> one -> .out -> shared -> .out] \
     *     /                                            -> blue -> .out
     *     |                        -> shared -> .out] /
     * red -> .out [-> two -> .out |
     *     |                        -> otherShared -> .out]
     *     \
     *      -> .out [-> three -> .out -> otherShared -> .out]
     *
     * Deduplicated Pipeline:
     *           [-> one -> .out -> shared -> .out:0] --\
     *           |                                       -> shared -> .out -> blue -> .out
     *           |                 -> shared -> .out:1] /
     * red -> .out [-> two -> .out |
     *           |                  -> otherShared -> .out:0] --\
     *           |                                               -> otherShared -> .out
     *           [-> three -> .out -> otherShared -> .out:1] ---/
     */
    PCollection redOut = PCollection.newBuilder().setUniqueName("red.out").build();
    PTransform red =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putOutputs("out", redOut.getUniqueName())
            .build();
    PCollection threeOut = PCollection.newBuilder().setUniqueName("three.out").build();
    PTransform three =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", redOut.getUniqueName())
            .putOutputs("out", threeOut.getUniqueName())
            .build();
    PCollection oneOut = PCollection.newBuilder().setUniqueName("one.out").build();
    PTransform one =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", redOut.getUniqueName())
            .putOutputs("out", oneOut.getUniqueName())
            .build();
    PCollection twoOut = PCollection.newBuilder().setUniqueName("two.out").build();
    PTransform two =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", redOut.getUniqueName())
            .putOutputs("out", twoOut.getUniqueName())
            .build();
    PCollection sharedOut = PCollection.newBuilder().setUniqueName("shared.out").build();
    PTransform shared =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("one", oneOut.getUniqueName())
            .putInputs("two", twoOut.getUniqueName())
            .putOutputs("shared", sharedOut.getUniqueName())
            .build();
    PCollection otherSharedOut = PCollection.newBuilder().setUniqueName("shared.out2").build();
    PTransform otherShared =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("multi", threeOut.getUniqueName())
            .putInputs("two", twoOut.getUniqueName())
            .putOutputs("out", otherSharedOut.getUniqueName())
            .build();
    PCollection blueOut = PCollection.newBuilder().setUniqueName("blue.out").build();
    PTransform blue =
        PTransform.newBuilder()
            .setSpec(
                FunctionSpec.newBuilder()
                    .setUrn(PTransformTranslation.PAR_DO_TRANSFORM_URN)
                    .build())
            .putInputs("in", sharedOut.getUniqueName())
            .putOutputs("out", blueOut.getUniqueName())
            .build();
    RunnerApi.Components components =
        Components.newBuilder()
            .putTransforms("one", one)
            .putPcollections(oneOut.getUniqueName(), oneOut)
            .putTransforms("two", two)
            .putPcollections(twoOut.getUniqueName(), twoOut)
            .putTransforms("multi", three)
            .putPcollections(threeOut.getUniqueName(), threeOut)
            .putTransforms("shared", shared)
            .putPcollections(sharedOut.getUniqueName(), sharedOut)
            .putTransforms("otherShared", otherShared)
            .putPcollections(otherSharedOut.getUniqueName(), otherSharedOut)
            .putTransforms("red", red)
            .putPcollections(redOut.getUniqueName(), redOut)
            .putTransforms("blue", blue)
            .putPcollections(blueOut.getUniqueName(), blueOut)
            .build();
    ExecutableStage multiStage =
        ImmutableExecutableStage.of(
            components,
            Environment.getDefaultInstance(),
            PipelineNode.pCollection(redOut.getUniqueName(), redOut),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(
                PipelineNode.pTransform("multi", three),
                PipelineNode.pTransform("shared", shared),
                PipelineNode.pTransform("otherShared", otherShared)),
            ImmutableList.of(
                PipelineNode.pCollection(sharedOut.getUniqueName(), sharedOut),
                PipelineNode.pCollection(otherSharedOut.getUniqueName(), otherSharedOut)));
    ExecutableStage oneStage =
        ImmutableExecutableStage.of(
            components,
            Environment.getDefaultInstance(),
            PipelineNode.pCollection(redOut.getUniqueName(), redOut),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(
                PipelineNode.pTransform("one", one), PipelineNode.pTransform("shared", shared)),
            ImmutableList.of(PipelineNode.pCollection(sharedOut.getUniqueName(), sharedOut)));
    ExecutableStage twoStage =
        ImmutableExecutableStage.of(
            components,
            Environment.getDefaultInstance(),
            PipelineNode.pCollection(redOut.getUniqueName(), redOut),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(),
            ImmutableList.of(
                PipelineNode.pTransform("two", two),
                PipelineNode.pTransform("otherShared", otherShared)),
            ImmutableList.of(
                PipelineNode.pCollection(otherSharedOut.getUniqueName(), otherSharedOut)));
    PTransformNode redTransform = PipelineNode.pTransform("red", red);
    PTransformNode blueTransform = PipelineNode.pTransform("blue", blue);
    QueryablePipeline pipeline = QueryablePipeline.forPrimitivesIn(components);
    DeduplicationResult result =
        OutputDeduplicator.ensureSingleProducer(
            pipeline,
            ImmutableList.of(oneStage, twoStage, multiStage),
            ImmutableList.of(redTransform, blueTransform));

    assertThat(result.getIntroducedTransforms(), hasSize(2));
    assertThat(
        result.getDeduplicatedStages().keySet(),
        containsInAnyOrder(multiStage, oneStage, twoStage));
    assertThat(result.getDeduplicatedTransforms().keySet(), empty());

    Collection<String> introducedIds =
        result
            .getIntroducedTransforms()
            .stream()
            .flatMap(pt -> pt.getTransform().getInputsMap().values().stream())
            .collect(Collectors.toList());
    String[] stageOutputs =
        result
            .getDeduplicatedStages()
            .values()
            .stream()
            .flatMap(s -> s.getOutputPCollections().stream().map(PCollectionNode::getId))
            .toArray(String[]::new);
    assertThat(introducedIds, containsInAnyOrder(stageOutputs));

    assertThat(
        result.getDeduplicatedComponents().getPcollectionsMap().keySet(),
        hasItems(introducedIds.toArray(new String[0])));
    assertThat(
        result.getDeduplicatedComponents().getTransformsMap().entrySet(),
        hasItems(
            result
                .getIntroducedTransforms()
                .stream()
                .collect(Collectors.toMap(PTransformNode::getId, PTransformNode::getTransform))
                .entrySet()
                .toArray(new Map.Entry[0])));
  }
}
