eagle-core/eagle-query/eagle-query-base/src/test/java/org/apache/eagle/query/aggregate/test/TestHierarchicalAggregator.java

/*
 * 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
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 * 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
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package org.apache.eagle.query.aggregate.test;

import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
import java.util.Map;

import org.apache.eagle.query.aggregate.timeseries.PostHierarchicalAggregateSort;
import org.apache.eagle.query.aggregate.timeseries.HierarchicalAggregateEntity;
import org.apache.eagle.query.aggregate.timeseries.HierarchicalAggregator;
import org.apache.eagle.query.aggregate.AggregateFunctionType;
import org.junit.Assert;

import org.apache.eagle.query.aggregate.timeseries.SortOption;
import com.fasterxml.jackson.core.JsonFactory;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import org.apache.eagle.log.entity.test.TestEntity;


public class TestHierarchicalAggregator {
    private static final Logger LOG = LoggerFactory.getLogger(TestHierarchicalAggregator.class);

    @SuppressWarnings("serial")
    private TestEntity createEntity(final String cluster, final String datacenter, final String rack, int numHosts, long numClusters) {
        TestEntity entity = new TestEntity();
        Map<String, String> tags = new HashMap<String, String>() {{
            put("cluster", cluster);
            put("datacenter", datacenter);
            put("rack", rack);
        }};
        entity.setTags(tags);
        entity.setNumHosts(numHosts);
        entity.setNumClusters(numClusters);
        return entity;
    }

    @SuppressWarnings("serial")
    private TestEntity createEntityWithoutDatacenter(final String cluster, final String rack, int numHosts, long numClusters) {
        TestEntity entity = new TestEntity();
        Map<String, String> tags = new HashMap<String, String>() {{
            put("cluster", cluster);
            put("rack", rack);
        }};
        entity.setTags(tags);
        entity.setNumHosts(numHosts);
        entity.setNumClusters(numClusters);
        return entity;
    }

    private void writeToJson(String message, Object obj) {
        JsonFactory factory = new JsonFactory();
        ObjectMapper mapper = new ObjectMapper(factory);
        try {
            String result = mapper.writeValueAsString(obj);
            LOG.info(message + ":\n" + result);
        } catch (Exception ex) {
            LOG.error("Can not write json", ex);
            Assert.fail("Can not write json");
        }
    }

    @Test
    public void testZeroGropubyFieldHierarchicalAggregator() {
        TestEntity[] entities = new TestEntity[5];
        entities[0] = createEntity("cluster1", "dc1", "rack123", 12, 2);
        entities[1] = createEntity("cluster1", "dc1", "rack123", 20, 1);
        entities[2] = createEntity("cluster1", "dc1", "rack128", 10, 0);
        entities[3] = createEntity("cluster2", "dc1", "rack125", 9, 2);
        entities[4] = createEntity("cluster2", "dc1", "rack126", 15, 2);
        HierarchicalAggregator agg = new HierarchicalAggregator(new ArrayList<String>(), Arrays.asList(AggregateFunctionType.sum), Arrays.asList("numHosts"));
        try {
            for (TestEntity e : entities) {
                agg.accumulate(e);
            }
            HierarchicalAggregateEntity result = agg.result();
            writeToJson("After aggregate", result);
            Assert.assertEquals(result.getChildren().size(), 0);
            Assert.assertEquals(result.getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()+entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);

            // test sort by function1
            SortOption so = new SortOption();
            so.setIndex(0);
            so.setAscendant(true);
            List<SortOption> sortOptions = Arrays.asList(so);
            PostHierarchicalAggregateSort.sort(result, sortOptions);
            writeToJson("After sort" ,result);
            Assert.assertEquals(null, result.getChildren());
            Assert.assertEquals(0, result.getSortedList().size());
            Assert.assertEquals(result.getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()+entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);
        } catch (Exception ex) {
            LOG.error("Can not aggregate", ex);
            Assert.fail("Can not aggregate");
        }
    }

    @Test
    public void testSingleGropubyFieldHierarchicalAggregator() {
        TestEntity[] entities = new TestEntity[5];
        entities[0] = createEntity("cluster1", "dc1", "rack123", 12, 2);
        entities[1] = createEntity("cluster1", "dc1", "rack123", 20, 1);
        entities[2] = createEntity("cluster1", "dc2", "rack128", 10, 0);
        entities[3] = createEntity("cluster2", "dc1", "rack125", 9, 2);
        entities[4] = createEntity("cluster2", "dc1", "rack126", 15, 2);
        HierarchicalAggregator agg = new HierarchicalAggregator(Arrays.asList("cluster"), Arrays.asList(AggregateFunctionType.sum), Arrays.asList("numHosts"));
        try {
            for (TestEntity e : entities) {
                agg.accumulate(e);
            }
            HierarchicalAggregateEntity result = agg.result();
            writeToJson("After aggregate" ,result);
            Assert.assertEquals(result.getChildren().size(), 2);
            Assert.assertEquals(result.getChildren().get("cluster1").getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()), 0.0001);
            Assert.assertEquals(result.getChildren().get("cluster2").getValues().get(0), (double)(entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);

            // test sort by function 1
            SortOption so = new SortOption();
            so.setIndex(0);
            so.setAscendant(true);
            List<SortOption> sortOptions = Arrays.asList(so);
            PostHierarchicalAggregateSort.sort(result, sortOptions);
            writeToJson("After sort" ,result);
            Assert.assertEquals(null, result.getChildren());
            Assert.assertEquals(2, result.getSortedList().size(), 2);
            Iterator<Map.Entry<String, HierarchicalAggregateEntity>> it = result.getSortedList().iterator();
            Assert.assertEquals(true, it.hasNext());
            Map.Entry<String, HierarchicalAggregateEntity> entry = it.next();
            Assert.assertEquals("cluster2", entry.getKey());
            Assert.assertEquals(entry.getValue().getValues().get(0), (double)(entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);

            Assert.assertEquals(true, it.hasNext());
            entry = it.next();
            Assert.assertEquals("cluster1", entry.getKey());
            Assert.assertEquals(entry.getValue().getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()), 0.0001);
        } catch (Exception ex) {
            LOG.error("Can not aggregate", ex);
            Assert.fail("Can not aggregate");
        }

        agg = new HierarchicalAggregator(Arrays.asList("datacenter"), Arrays.asList(AggregateFunctionType.sum), Arrays.asList("numHosts"));
        try {
            for (TestEntity e : entities) {
                agg.accumulate(e);
            }
            HierarchicalAggregateEntity result = agg.result();
            writeToJson("After aggregate" , result);
            Assert.assertEquals(result.getChildren().size(), 2);
            Assert.assertEquals(result.getChildren().get("dc1").getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);
            Assert.assertEquals(result.getChildren().get("dc2").getValues().get(0), (double)(entities[2].getNumHosts()), 0.0001);

            // test sort by function 1
            SortOption so = new SortOption();
            so.setIndex(0);
            so.setAscendant(true);
            List<SortOption> sortOptions = Arrays.asList(so);
            PostHierarchicalAggregateSort.sort(result, sortOptions);
            writeToJson("After sort" ,result);
            Assert.assertEquals(null, result.getChildren());
            Assert.assertEquals(2, result.getSortedList().size(), 2);
            Iterator<Map.Entry<String, HierarchicalAggregateEntity>> it = result.getSortedList().iterator();
            Assert.assertEquals(true, it.hasNext());
            Map.Entry<String, HierarchicalAggregateEntity> entry = it.next();
            Assert.assertEquals("dc2", entry.getKey());
            Assert.assertEquals(entry.getValue().getValues().get(0), (double)(entities[2].getNumHosts()), 0.0001);

            Assert.assertEquals(true, it.hasNext());
            entry = it.next();
            Assert.assertEquals("dc1", entry.getKey());
            Assert.assertEquals(entry.getValue().getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);
        } catch (Exception ex) {
            LOG.error("Can not aggregate", ex);
            Assert.fail("Can not aggregate");
        }

        agg = new HierarchicalAggregator(Arrays.asList("cluster"), Arrays.asList(AggregateFunctionType.sum, AggregateFunctionType.sum), Arrays.asList("numHosts", "numClusters"));
        try {
            for (TestEntity e : entities) {
                agg.accumulate(e);
            }
            HierarchicalAggregateEntity result = agg.result();
            writeToJson("After aggregate" , result);
            Assert.assertEquals(result.getChildren().size(), 2);
            Assert.assertEquals(2, result.getChildren().get("cluster1").getValues().size());
            Assert.assertEquals(result.getChildren().get("cluster1").getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()), 0.0001);
            Assert.assertEquals(result.getChildren().get("cluster1").getValues().get(1), (double)(entities[0].getNumClusters()+entities[1].getNumClusters()+entities[2].getNumClusters()), 0.0001);
            Assert.assertEquals(2, result.getChildren().get("cluster2").getValues().size());
            Assert.assertEquals(result.getChildren().get("cluster2").getValues().get(0), (double)(entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);
            Assert.assertEquals(result.getChildren().get("cluster2").getValues().get(1), (double)(entities[3].getNumClusters()+entities[4].getNumClusters()), 0.0001);

            // test sort by function 2
            SortOption so = new SortOption();
            so.setIndex(1);
            so.setAscendant(true);
            List<SortOption> sortOptions = Arrays.asList(so);
            PostHierarchicalAggregateSort.sort(result, sortOptions);
            writeToJson("After sort" ,result);
            Assert.assertEquals(null, result.getChildren());
            Assert.assertEquals(2, result.getSortedList().size(), 2);
            Iterator<Map.Entry<String, HierarchicalAggregateEntity>> it = result.getSortedList().iterator();
            Assert.assertEquals(true, it.hasNext());
            Map.Entry<String, HierarchicalAggregateEntity> entry = it.next();
            Assert.assertEquals("cluster1", entry.getKey());
            Assert.assertEquals(entry.getValue().getValues().get(1), (double)(entities[0].getNumClusters()+entities[1].getNumClusters()+entities[2].getNumClusters()), 0.0001);

            Assert.assertEquals(true, it.hasNext());
            entry = it.next();
            Assert.assertEquals("cluster2", entry.getKey());
            Assert.assertEquals(entry.getValue().getValues().get(1), (double)(entities[3].getNumClusters()+entities[4].getNumClusters()), 0.0001);
        } catch (Exception ex) {
            LOG.error("Can not aggregate", ex);
            Assert.fail("Can not aggregate");
        }
    }


    @Test
    public void testMultipleGropubyFieldsHierarchicalAggregator() {
        TestEntity[] entities = new TestEntity[5];
        entities[0] = createEntity("cluster1", "dc1", "rack123", 12, 2);
        entities[1] = createEntity("cluster1", "dc1", "rack123", 20, 1);
        entities[2] = createEntity("cluster1", "dc2", "rack128", 10, 0);
        entities[3] = createEntity("cluster2", "dc1", "rack125", 9, 2);
        entities[4] = createEntity("cluster2", "dc1", "rack126", 15, 2);
        HierarchicalAggregator agg = new HierarchicalAggregator(Arrays.asList("cluster", "datacenter"), Arrays.asList(AggregateFunctionType.sum), Arrays.asList("numHosts"));
        try {
            for (TestEntity e : entities) {
                agg.accumulate(e);
            }
            HierarchicalAggregateEntity result = agg.result();
            writeToJson("After aggregate", result);
            Assert.assertEquals(2, result.getChildren().size());
            Assert.assertEquals(66.0, (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()+entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);
            Assert.assertEquals(result.getChildren().get("cluster1").getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()), 0.0001);
            Assert.assertEquals(2, result.getChildren().get("cluster1").getChildren().size());
            Assert.assertEquals(result.getChildren().get("cluster1").getChildren().get("dc1").getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()), 0.0001);
            Assert.assertEquals(result.getChildren().get("cluster1").getChildren().get("dc2").getValues().get(0), (double)(entities[2].getNumHosts()), 0.0001);

            Assert.assertEquals(result.getChildren().get("cluster2").getValues().get(0), (double)(entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);
            Assert.assertEquals(1, result.getChildren().get("cluster2").getChildren().size());
            Assert.assertEquals(result.getChildren().get("cluster2").getChildren().get("dc1").getValues().get(0), (double)(entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);

            // test sort by function 2
            SortOption so = new SortOption();
            so.setIndex(0);
            so.setAscendant(true);
            List<SortOption> sortOptions = Arrays.asList(so);
            PostHierarchicalAggregateSort.sort(result, sortOptions);
            writeToJson("After sort" ,result);
            Assert.assertEquals(null, result.getChildren());
            Assert.assertEquals(2, result.getSortedList().size());
            Iterator<Map.Entry<String, HierarchicalAggregateEntity>> it = result.getSortedList().iterator();
            Assert.assertEquals(true, it.hasNext());
            Map.Entry<String, HierarchicalAggregateEntity> entry = it.next();
            Assert.assertEquals("cluster2", entry.getKey());
            Assert.assertEquals(entry.getValue().getValues().get(0), (double)(entities[3].getNumHosts()+entities[4].getNumHosts()), 0.0001);

            Assert.assertEquals(true, it.hasNext());
            entry = it.next();
            Assert.assertEquals("cluster1", entry.getKey());
            Assert.assertEquals(entry.getValue().getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()), 0.0001);
        } catch (Exception ex) {
            LOG.error("Can not aggregate", ex);
            Assert.fail("Can not aggregate");
        }
    }

    @Test
    public void testUnassigned() {
        TestEntity[] entities = new TestEntity[5];
        entities[0] = createEntityWithoutDatacenter("cluster1", "rack123", 12, 2);
        entities[1] = createEntity("cluster1", "dc1", "rack123", 20, 1);
        entities[2] = createEntity("cluster1", "dc1", "rack128", 10, 0);
        entities[3] = createEntityWithoutDatacenter("cluster2", "rack125", 9, 2);
        entities[4] = createEntity("cluster2", "dc1", "rack126", 15, 2);
        HierarchicalAggregator agg = new HierarchicalAggregator(Arrays.asList("datacenter"), Arrays.asList(AggregateFunctionType.sum), Arrays.asList("numHosts"));
        try {
            for (TestEntity e : entities) {
                agg.accumulate(e);
            }
            HierarchicalAggregateEntity result = agg.result();
            writeToJson("After aggregate", result);
            Assert.assertEquals(result.getChildren().size(), 2);
            Assert.assertEquals(result.getChildren().get("dc1").getValues().get(0), (double)(entities[1].getNumHosts()+entities[2].getNumHosts())+entities[4].getNumHosts(), 0.0001);
            Assert.assertEquals(result.getChildren().get("unassigned").getValues().get(0), (double)(entities[0].getNumHosts()+entities[3].getNumHosts()), 0.0001);
        } catch (Exception ex) {
            LOG.error("Can not aggregate", ex);
            Assert.fail("Can not aggregate");
        }

        agg = new HierarchicalAggregator(Arrays.asList("cluster", "datacenter"), Arrays.asList(AggregateFunctionType.sum), Arrays.asList("numHosts"));
        try {
            for (TestEntity e : entities) {
                agg.accumulate(e);
            }
            HierarchicalAggregateEntity result = agg.result();
            writeToJson("After aggregate", result);
            Assert.assertEquals(result.getChildren().size(), 2);
            Assert.assertEquals(result.getChildren().get("cluster1").getValues().get(0), (double)(entities[0].getNumHosts()+entities[1].getNumHosts()+entities[2].getNumHosts()), 0.0001);
            Assert.assertEquals(2, result.getChildren().get("cluster1").getChildren().size());
            Assert.assertEquals(result.getChildren().get("cluster1").getChildren().get("dc1").getValues().get(0), (double)(entities[1].getNumHosts()+entities[2].getNumHosts()), 0.0001);
            Assert.assertEquals(result.getChildren().get("cluster1").getChildren().get("unassigned").getValues().get(0), (double)(entities[0].getNumHosts()), 0.0001);

            Assert.assertEquals(result.getChildren().get("cluster2").getChildren().get("dc1").getValues().get(0), (double)(entities[4].getNumHosts()), 0.0001);
            Assert.assertEquals(result.getChildren().get("cluster2").getChildren().get("unassigned").getValues().get(0), (double)(entities[3].getNumHosts()), 0.0001);
        } catch (Exception ex) {
            LOG.error("Can not aggregate", ex);
            Assert.fail("Can not aggregate");
        }
    }
}