helix-core/src/test/java/org/apache/helix/controller/rebalancer/util/TestResourceUsageCalculator.java

package org.apache.helix.controller.rebalancer.util;

/*
 * 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.
 */

import java.util.Collections;
import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableMap;
import org.apache.helix.model.Partition;
import org.apache.helix.model.ResourceAssignment;
import org.apache.helix.util.TestInputLoader;
import org.testng.Assert;
import org.testng.annotations.DataProvider;
import org.testng.annotations.Test;


public class TestResourceUsageCalculator {
  @Test(dataProvider = "TestMeasureBaselineDivergenceInput")
  public void testMeasureBaselineDivergence(Map<String, Map<String, Map<String, String>>> baseline,
      Map<String, Map<String, Map<String, String>>> someMatchBestPossible,
      Map<String, Map<String, Map<String, String>>> noMatchBestPossible) {
    Map<String, ResourceAssignment> baselineAssignment = buildResourceAssignment(baseline);
    Map<String, ResourceAssignment> someMatchBestPossibleAssignment =
        buildResourceAssignment(someMatchBestPossible);
    Map<String, ResourceAssignment> noMatchBestPossibleAssignment =
        buildResourceAssignment(noMatchBestPossible);

    // Empty best possible assignment.
    Assert.assertEquals(ResourceUsageCalculator
        .measureBaselineDivergence(baselineAssignment, Collections.emptyMap()), 1.0d);
    // Empty baseline assignment.
    Assert.assertEquals(ResourceUsageCalculator
        .measureBaselineDivergence(Collections.emptyMap(), noMatchBestPossibleAssignment), 1.0d);

    Assert.assertEquals(ResourceUsageCalculator
        .measureBaselineDivergence(baselineAssignment, noMatchBestPossibleAssignment), 1.0d);
    Assert.assertEquals(ResourceUsageCalculator
            .measureBaselineDivergence(baselineAssignment, someMatchBestPossibleAssignment),
        (1.0d - (double) 1 / (double) 3));
    Assert.assertEquals(
        ResourceUsageCalculator.measureBaselineDivergence(baselineAssignment, baselineAssignment),
        0.0d);
  }

  @Test
  public void testCalculateAveragePartitionWeight() {
    Map<String, Map<String, Integer>> partitionCapacityMap = ImmutableMap.of(
        "partition1", ImmutableMap.of("capacity1", 20, "capacity2", 40),
        "partition2", ImmutableMap.of("capacity1", 30, "capacity2", 50),
        "partition3", ImmutableMap.of("capacity1", 16, "capacity2", 30));

    Map<String, Integer> averageCapacityWeightMap =
        ResourceUsageCalculator.calculateAveragePartitionWeight(partitionCapacityMap);
    Map<String, Integer> expectedAverageWeightMap =
        ImmutableMap.of("capacity1", 22, "capacity2", 40);

    Assert.assertNotNull(averageCapacityWeightMap);
    Assert.assertEquals(averageCapacityWeightMap, expectedAverageWeightMap);
  }

  private Map<String, ResourceAssignment> buildResourceAssignment(
      Map<String, Map<String, Map<String, String>>> resourceMap) {
    Map<String, ResourceAssignment> assignment = new HashMap<>();
    for (Map.Entry<String, Map<String, Map<String, String>>> resourceEntry
        : resourceMap.entrySet()) {
      ResourceAssignment resource = new ResourceAssignment(resourceEntry.getKey());
      Map<String, Map<String, String>> partitionMap = resourceEntry.getValue();
      for (Map.Entry<String, Map<String, String>> partitionEntry : partitionMap.entrySet()) {
        resource.addReplicaMap(new Partition(partitionEntry.getKey()), partitionEntry.getValue());
      }

      assignment.put(resourceEntry.getKey(), resource);
    }

    return assignment;
  }

  @DataProvider(name = "TestMeasureBaselineDivergenceInput")
  private Object[][] loadTestMeasureBaselineDivergenceInput() {
    final String[] params =
        new String[]{"baseline", "someMatchBestPossible", "noMatchBestPossible"};
    return TestInputLoader
        .loadTestInputs("TestResourceUsageCalculator.MeasureBaselineDivergence.json", params);
  }
}