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The following commit(s) were added to refs/heads/master by this push:
     new 45aa51a  Add support hash partitioning by a subset of dimensions to 
indexTask (#6326)
45aa51a is described below

commit 45aa51a00c642a501834e2dfe54d68cbab8e0464
Author: Jihoon Son <[email protected]>
AuthorDate: Sat Oct 6 16:45:07 2018 -0700

    Add support hash partitioning by a subset of dimensions to indexTask (#6326)
    
    * Add support hash partitioning by a subset of dimensions to indexTask
    
    * add doc
    
    * fix style
    
    * fix test
    
    * fix doc
    
    * fix build
---
 docs/content/ingestion/native_tasks.md             |   1 +
 .../druid/indexing/common/task/IndexTask.java      |  26 ++-
 .../parallel/ParallelIndexSupervisorTask.java      |   1 +
 .../batch/parallel/ParallelIndexTuningConfig.java  |   1 +
 .../apache/druid/indexing/common/TestUtils.java    |  15 ++
 .../indexing/common/task/CompactionTaskTest.java   |   6 +
 .../druid/indexing/common/task/IndexTaskTest.java  | 260 ++++++++++++++++-----
 .../druid/indexing/common/task/TaskSerdeTest.java  |   2 +
 .../druid/indexing/overlord/TaskLifecycleTest.java |   3 +
 .../partition/HashBasedNumberedShardSpec.java      |   9 +-
 10 files changed, 260 insertions(+), 64 deletions(-)

diff --git a/docs/content/ingestion/native_tasks.md 
b/docs/content/ingestion/native_tasks.md
index 3d27823..11497de 100644
--- a/docs/content/ingestion/native_tasks.md
+++ b/docs/content/ingestion/native_tasks.md
@@ -475,6 +475,7 @@ The tuningConfig is optional and default parameters will be 
used if no tuningCon
 |maxBytesInMemory|Used in determining when intermediate persists to disk 
should occur. Normally this is computed internally and user does not need to 
set it. This value represents number of bytes to aggregate in heap memory 
before persisting. This is based on a rough estimate of memory usage and not 
actual usage. The maximum heap memory usage for indexing is maxBytesInMemory * 
(2 + maxPendingPersists)|1/6 of max JVM memory|no|
 |maxTotalRows|Total number of rows in segments waiting for being pushed. Used 
in determining when intermediate pushing should occur.|20000000|no|
 |numShards|Directly specify the number of shards to create. If this is 
specified and 'intervals' is specified in the granularitySpec, the index task 
can skip the determine intervals/partitions pass through the data. numShards 
cannot be specified if targetPartitionSize is set.|null|no|
+|partitionDimensions|The dimensions to partition on. Leave blank to select all 
dimensions. Only used with `forceGuaranteedRollup` = true, will be ignored 
otherwise.|null|no|
 |indexSpec|defines segment storage format options to be used at indexing time, 
see [IndexSpec](#indexspec)|null|no|
 |maxPendingPersists|Maximum number of persists that can be pending but not 
started. If this limit would be exceeded by a new intermediate persist, 
ingestion will block until the currently-running persist finishes. Maximum heap 
memory usage for indexing scales with maxRowsInMemory * (2 + 
maxPendingPersists).|0 (meaning one persist can be running concurrently with 
ingestion, and none can be queued up)|no|
 |forceExtendableShardSpecs|Forces use of extendable shardSpecs. Experimental 
feature intended for use with the [Kafka indexing service 
extension](../development/extensions-core/kafka-ingestion.html).|false|no|
diff --git 
a/indexing-service/src/main/java/org/apache/druid/indexing/common/task/IndexTask.java
 
b/indexing-service/src/main/java/org/apache/druid/indexing/common/task/IndexTask.java
index f00cd0a..4ec4128 100644
--- 
a/indexing-service/src/main/java/org/apache/druid/indexing/common/task/IndexTask.java
+++ 
b/indexing-service/src/main/java/org/apache/druid/indexing/common/task/IndexTask.java
@@ -112,6 +112,7 @@ import javax.ws.rs.core.MediaType;
 import javax.ws.rs.core.Response;
 import java.io.File;
 import java.io.IOException;
+import java.util.Collections;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -654,6 +655,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
       final int numShards = tuningConfig.getNumShards() == null ? 1 : 
tuningConfig.getNumShards();
       final BiFunction<Integer, Integer, ShardSpec> shardSpecCreateFn = 
getShardSpecCreateFunction(
           numShards,
+          tuningConfig.getPartitionDimensions(),
           jsonMapper
       );
 
@@ -721,6 +723,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
         // Overwrite mode, guaranteed rollup: shardSpecs must be known in 
advance.
         final BiFunction<Integer, Integer, ShardSpec> shardSpecCreateFn = 
getShardSpecCreateFunction(
             numShards,
+            tuningConfig.getPartitionDimensions(),
             jsonMapper
         );
 
@@ -839,6 +842,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
 
   private static BiFunction<Integer, Integer, ShardSpec> 
getShardSpecCreateFunction(
       Integer numShards,
+      List<String> partitionDimensions,
       ObjectMapper jsonMapper
   )
   {
@@ -847,7 +851,12 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
     if (numShards == 1) {
       return (shardId, totalNumShards) -> NoneShardSpec.instance();
     } else {
-      return (shardId, totalNumShards) -> new 
HashBasedNumberedShardSpec(shardId, totalNumShards, null, jsonMapper);
+      return (shardId, totalNumShards) -> new HashBasedNumberedShardSpec(
+          shardId,
+          totalNumShards,
+          partitionDimensions,
+          jsonMapper
+      );
     }
   }
 
@@ -1347,6 +1356,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
     private final Long maxTotalRows;
     @Nullable
     private final Integer numShards;
+    private final List<String> partitionDimensions;
     private final IndexSpec indexSpec;
     private final File basePersistDirectory;
     private final int maxPendingPersists;
@@ -1386,6 +1396,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
         @JsonProperty("maxTotalRows") @Nullable Long maxTotalRows,
         @JsonProperty("rowFlushBoundary") @Nullable Integer 
rowFlushBoundary_forBackCompatibility, // DEPRECATED
         @JsonProperty("numShards") @Nullable Integer numShards,
+        @JsonProperty("partitionDimensions") @Nullable List<String> 
partitionDimensions,
         @JsonProperty("indexSpec") @Nullable IndexSpec indexSpec,
         @JsonProperty("maxPendingPersists") @Nullable Integer 
maxPendingPersists,
         // This parameter is left for compatibility when reading existing 
JSONs, to be removed in Druid 0.12.
@@ -1408,6 +1419,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
           maxBytesInMemory != null ? maxBytesInMemory : 0,
           maxTotalRows,
           numShards,
+          partitionDimensions,
           indexSpec,
           maxPendingPersists,
           forceExtendableShardSpecs,
@@ -1424,7 +1436,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
 
     private IndexTuningConfig()
     {
-      this(null, null, null, null, null, null, null, null, null, null, null, 
null, null, null, null, null);
+      this(null, null, null, null, null, null, null, null, null, null, null, 
null, null, null, null, null, null);
     }
 
     private IndexTuningConfig(
@@ -1433,6 +1445,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
         @Nullable Long maxBytesInMemory,
         @Nullable Long maxTotalRows,
         @Nullable Integer numShards,
+        @Nullable List<String> partitionDimensions,
         @Nullable IndexSpec indexSpec,
         @Nullable Integer maxPendingPersists,
         @Nullable Boolean forceExtendableShardSpecs,
@@ -1460,6 +1473,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
       this.maxBytesInMemory = maxBytesInMemory == null ? 0 : maxBytesInMemory;
       this.maxTotalRows = maxTotalRows;
       this.numShards = numShards == null || numShards.equals(-1) ? null : 
numShards;
+      this.partitionDimensions = partitionDimensions == null ? 
Collections.emptyList() : partitionDimensions;
       this.indexSpec = indexSpec == null ? DEFAULT_INDEX_SPEC : indexSpec;
       this.maxPendingPersists = maxPendingPersists == null ? 
DEFAULT_MAX_PENDING_PERSISTS : maxPendingPersists;
       this.forceExtendableShardSpecs = forceExtendableShardSpecs == null
@@ -1498,6 +1512,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
           maxBytesInMemory,
           maxTotalRows,
           numShards,
+          partitionDimensions,
           indexSpec,
           maxPendingPersists,
           forceExtendableShardSpecs,
@@ -1520,6 +1535,7 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
           maxBytesInMemory,
           maxTotalRows,
           numShards,
+          partitionDimensions,
           indexSpec,
           maxPendingPersists,
           forceExtendableShardSpecs,
@@ -1578,6 +1594,12 @@ public class IndexTask extends AbstractTask implements 
ChatHandler
     }
 
     @JsonProperty
+    public List<String> getPartitionDimensions()
+    {
+      return partitionDimensions;
+    }
+
+    @JsonProperty
     @Override
     public IndexSpec getIndexSpec()
     {
diff --git 
a/indexing-service/src/main/java/org/apache/druid/indexing/common/task/batch/parallel/ParallelIndexSupervisorTask.java
 
b/indexing-service/src/main/java/org/apache/druid/indexing/common/task/batch/parallel/ParallelIndexSupervisorTask.java
index b640c56..aecbbc0 100644
--- 
a/indexing-service/src/main/java/org/apache/druid/indexing/common/task/batch/parallel/ParallelIndexSupervisorTask.java
+++ 
b/indexing-service/src/main/java/org/apache/druid/indexing/common/task/batch/parallel/ParallelIndexSupervisorTask.java
@@ -296,6 +296,7 @@ public class ParallelIndexSupervisorTask extends 
AbstractTask implements ChatHan
         tuningConfig.getMaxTotalRows(),
         null,
         tuningConfig.getNumShards(),
+        null,
         tuningConfig.getIndexSpec(),
         tuningConfig.getMaxPendingPersists(),
         true,
diff --git 
a/indexing-service/src/main/java/org/apache/druid/indexing/common/task/batch/parallel/ParallelIndexTuningConfig.java
 
b/indexing-service/src/main/java/org/apache/druid/indexing/common/task/batch/parallel/ParallelIndexTuningConfig.java
index e090559..8f6239d 100644
--- 
a/indexing-service/src/main/java/org/apache/druid/indexing/common/task/batch/parallel/ParallelIndexTuningConfig.java
+++ 
b/indexing-service/src/main/java/org/apache/druid/indexing/common/task/batch/parallel/ParallelIndexTuningConfig.java
@@ -105,6 +105,7 @@ public class ParallelIndexTuningConfig extends 
IndexTuningConfig
         maxTotalRows,
         null,
         numShards,
+        null,
         indexSpec,
         maxPendingPersists,
         null,
diff --git 
a/indexing-service/src/test/java/org/apache/druid/indexing/common/TestUtils.java
 
b/indexing-service/src/test/java/org/apache/druid/indexing/common/TestUtils.java
index a71545e..b9f36b2 100644
--- 
a/indexing-service/src/test/java/org/apache/druid/indexing/common/TestUtils.java
+++ 
b/indexing-service/src/test/java/org/apache/druid/indexing/common/TestUtils.java
@@ -22,6 +22,7 @@ package org.apache.druid.indexing.common;
 import com.fasterxml.jackson.databind.InjectableValues;
 import com.fasterxml.jackson.databind.Module;
 import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.module.SimpleModule;
 import com.google.common.base.Stopwatch;
 import com.google.common.collect.ImmutableMap;
 import org.apache.druid.client.indexing.IndexingServiceClient;
@@ -37,6 +38,8 @@ import 
org.apache.druid.query.expression.LookupEnabledTestExprMacroTable;
 import org.apache.druid.segment.IndexIO;
 import org.apache.druid.segment.IndexMergerV9;
 import org.apache.druid.segment.column.ColumnConfig;
+import org.apache.druid.segment.loading.LocalDataSegmentPuller;
+import org.apache.druid.segment.loading.LocalLoadSpec;
 import org.apache.druid.segment.realtime.firehose.ChatHandlerProvider;
 import org.apache.druid.segment.realtime.firehose.NoopChatHandlerProvider;
 import 
org.apache.druid.segment.writeout.OffHeapMemorySegmentWriteOutMediumFactory;
@@ -93,6 +96,18 @@ public class TestUtils
             .addValue(DataSegment.PruneLoadSpecHolder.class, 
DataSegment.PruneLoadSpecHolder.DEFAULT)
             .addValue(IndexingServiceClient.class, new 
NoopIndexingServiceClient())
             .addValue(AuthorizerMapper.class, new 
AuthorizerMapper(ImmutableMap.of()))
+            .addValue(LocalDataSegmentPuller.class, new 
LocalDataSegmentPuller())
+    );
+
+    jsonMapper.registerModule(
+        new SimpleModule()
+        {
+          @Override
+          public void setupModule(SetupContext context)
+          {
+            context.registerSubtypes(LocalLoadSpec.class);
+          }
+        }
     );
   }
 
diff --git 
a/indexing-service/src/test/java/org/apache/druid/indexing/common/task/CompactionTaskTest.java
 
b/indexing-service/src/test/java/org/apache/druid/indexing/common/task/CompactionTaskTest.java
index 36eb56a..837b33a 100644
--- 
a/indexing-service/src/test/java/org/apache/druid/indexing/common/task/CompactionTaskTest.java
+++ 
b/indexing-service/src/test/java/org/apache/druid/indexing/common/task/CompactionTaskTest.java
@@ -273,6 +273,7 @@ public class CompactionTaskTest
         null,
         null,
         null,
+        null,
         new IndexSpec(
             new RoaringBitmapSerdeFactory(true),
             CompressionStrategy.LZ4,
@@ -423,6 +424,7 @@ public class CompactionTaskTest
         null,
         null,
         null,
+        null,
         new IndexSpec(
             new RoaringBitmapSerdeFactory(true),
             CompressionStrategy.LZ4,
@@ -483,6 +485,7 @@ public class CompactionTaskTest
         5L,
         null,
         null,
+        null,
         new IndexSpec(
             new RoaringBitmapSerdeFactory(true),
             CompressionStrategy.LZ4,
@@ -543,6 +546,7 @@ public class CompactionTaskTest
         null,
         null,
         3,
+        null,
         new IndexSpec(
             new RoaringBitmapSerdeFactory(true),
             CompressionStrategy.LZ4,
@@ -758,6 +762,7 @@ public class CompactionTaskTest
         null,
         null,
         null,
+        null,
         new IndexSpec(
             new RoaringBitmapSerdeFactory(true),
             CompressionStrategy.LZ4,
@@ -850,6 +855,7 @@ public class CompactionTaskTest
             null,
             null,
             null,
+            null,
             new IndexSpec(
                 new RoaringBitmapSerdeFactory(true),
                 CompressionStrategy.LZ4,
diff --git 
a/indexing-service/src/test/java/org/apache/druid/indexing/common/task/IndexTaskTest.java
 
b/indexing-service/src/test/java/org/apache/druid/indexing/common/task/IndexTaskTest.java
index 3e288c5..9d4f6e7 100644
--- 
a/indexing-service/src/test/java/org/apache/druid/indexing/common/task/IndexTaskTest.java
+++ 
b/indexing-service/src/test/java/org/apache/druid/indexing/common/task/IndexTaskTest.java
@@ -19,6 +19,7 @@
 
 package org.apache.druid.indexing.common.task;
 
+import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.core.type.TypeReference;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.google.common.collect.ImmutableList;
@@ -61,21 +62,35 @@ import org.apache.druid.java.util.common.Intervals;
 import org.apache.druid.java.util.common.Pair;
 import org.apache.druid.java.util.common.StringUtils;
 import org.apache.druid.java.util.common.granularity.Granularities;
+import org.apache.druid.java.util.common.guava.Comparators;
+import org.apache.druid.java.util.common.guava.Sequence;
 import org.apache.druid.math.expr.ExprMacroTable;
 import org.apache.druid.query.aggregation.AggregatorFactory;
 import org.apache.druid.query.aggregation.LongSumAggregatorFactory;
+import org.apache.druid.query.dimension.DefaultDimensionSpec;
 import org.apache.druid.query.filter.SelectorDimFilter;
+import org.apache.druid.segment.Cursor;
+import org.apache.druid.segment.DimensionSelector;
 import org.apache.druid.segment.IndexIO;
 import org.apache.druid.segment.IndexMergerV9;
 import org.apache.druid.segment.IndexSpec;
+import org.apache.druid.segment.QueryableIndexStorageAdapter;
+import org.apache.druid.segment.VirtualColumns;
 import org.apache.druid.segment.indexing.DataSchema;
 import org.apache.druid.segment.indexing.granularity.ArbitraryGranularitySpec;
 import org.apache.druid.segment.indexing.granularity.GranularitySpec;
 import org.apache.druid.segment.indexing.granularity.UniformGranularitySpec;
 import org.apache.druid.segment.loading.DataSegmentKiller;
 import org.apache.druid.segment.loading.DataSegmentPusher;
+import org.apache.druid.segment.loading.LocalDataSegmentPusher;
+import org.apache.druid.segment.loading.LocalDataSegmentPusherConfig;
+import org.apache.druid.segment.loading.SegmentLoader;
+import org.apache.druid.segment.loading.SegmentLoaderConfig;
+import org.apache.druid.segment.loading.SegmentLoaderLocalCacheManager;
+import org.apache.druid.segment.loading.StorageLocationConfig;
 import org.apache.druid.segment.realtime.appenderator.SegmentIdentifier;
 import org.apache.druid.segment.realtime.firehose.LocalFirehoseFactory;
+import org.apache.druid.segment.realtime.firehose.WindowedStorageAdapter;
 import org.apache.druid.segment.transform.ExpressionTransform;
 import org.apache.druid.segment.transform.TransformSpec;
 import org.apache.druid.server.security.AuthTestUtils;
@@ -93,10 +108,10 @@ import org.junit.Test;
 import org.junit.rules.ExpectedException;
 import org.junit.rules.TemporaryFolder;
 
+import javax.annotation.Nullable;
 import java.io.BufferedWriter;
 import java.io.File;
 import java.io.IOException;
-import java.net.URI;
 import java.nio.charset.StandardCharsets;
 import java.util.ArrayList;
 import java.util.Arrays;
@@ -131,6 +146,10 @@ public class IndexTaskTest
       0
   );
 
+  private DataSegmentPusher pusher;
+  private SegmentLoader segmentLoader;
+  private List<DataSegment> segments;
+
   private static final IndexSpec indexSpec = new IndexSpec();
   private final ObjectMapper jsonMapper;
   private IndexMergerV9 indexMergerV9;
@@ -143,6 +162,7 @@ public class IndexTaskTest
   {
     TestUtils testUtils = new TestUtils();
     jsonMapper = testUtils.getTestObjectMapper();
+
     indexMergerV9 = testUtils.getTestIndexMergerV9();
     indexIO = testUtils.getTestIndexIO();
     rowIngestionMetersFactory = testUtils.getRowIngestionMetersFactory();
@@ -151,7 +171,50 @@ public class IndexTaskTest
   @Before
   public void setup() throws IOException
   {
-    reportsFile = File.createTempFile("IndexTaskTestReports-" + 
System.currentTimeMillis(), "json");
+    reportsFile = temporaryFolder.newFile(
+        StringUtils.format("IndexTaskTestReports-%s.json", 
System.currentTimeMillis())
+    );
+
+    final File deepStorageDir = temporaryFolder.newFolder();
+    final File cacheDir = temporaryFolder.newFolder();
+
+    pusher = new LocalDataSegmentPusher(
+        new LocalDataSegmentPusherConfig()
+        {
+          @Override
+          public File getStorageDirectory()
+          {
+            return deepStorageDir;
+          }
+        },
+        jsonMapper
+    )
+    {
+      @Override
+      public DataSegment push(final File dataSegmentFile, final DataSegment 
segment, final boolean useUniquePath)
+          throws IOException
+      {
+        final DataSegment returnSegment = super.push(dataSegmentFile, segment, 
useUniquePath);
+        segments.add(returnSegment);
+        return returnSegment;
+      }
+    };
+    segmentLoader = new SegmentLoaderLocalCacheManager(
+        indexIO,
+        new SegmentLoaderConfig()
+        {
+          @Override
+          public List<StorageLocationConfig> getLocations()
+          {
+            return Collections.singletonList(
+                new StorageLocationConfig().setPath(cacheDir)
+            );
+          }
+        },
+        jsonMapper
+    );
+    segments = new ArrayList<>();
+
   }
 
   @After
@@ -180,7 +243,7 @@ public class IndexTaskTest
             tmpDir,
             null,
             null,
-            createTuningConfig(2, null, false, true),
+            createTuningConfigWithTargetPartitionSize(2, false, true),
             false
         ),
         null,
@@ -226,7 +289,7 @@ public class IndexTaskTest
             tmpDir,
             null,
             null,
-            createTuningConfig(2, null, true, true),
+            createTuningConfigWithTargetPartitionSize(2, true, true),
             false
         ),
         null,
@@ -278,7 +341,7 @@ public class IndexTaskTest
                 )
             ),
             null,
-            createTuningConfig(2, null, true, false),
+            createTuningConfigWithTargetPartitionSize(2, true, false),
             false
         ),
         null,
@@ -322,7 +385,7 @@ public class IndexTaskTest
                 Granularities.MINUTE,
                 
Collections.singletonList(Intervals.of("2014-01-01/2014-01-02"))
             ),
-            createTuningConfig(10, null, false, true),
+            createTuningConfigWithTargetPartitionSize(10, false, true),
             false
         ),
         null,
@@ -331,7 +394,7 @@ public class IndexTaskTest
         rowIngestionMetersFactory
     );
 
-    List<DataSegment> segments = runTask(indexTask).rhs;
+    final List<DataSegment> segments = runTask(indexTask).rhs;
 
     Assert.assertEquals(1, segments.size());
   }
@@ -359,7 +422,7 @@ public class IndexTaskTest
                 Granularities.HOUR,
                 
Collections.singletonList(Intervals.of("2014-01-01T08:00:00Z/2014-01-01T09:00:00Z"))
             ),
-            createTuningConfig(50, null, false, true),
+            createTuningConfigWithTargetPartitionSize(50, false, true),
             false
         ),
         null,
@@ -392,7 +455,7 @@ public class IndexTaskTest
             tmpDir,
             null,
             null,
-            createTuningConfig(null, 1, false, true),
+            createTuningConfigWithNumShards(1, null, false, true),
             false
         ),
         null,
@@ -407,11 +470,85 @@ public class IndexTaskTest
 
     Assert.assertEquals("test", segments.get(0).getDataSource());
     Assert.assertEquals(Intervals.of("2014/P1D"), 
segments.get(0).getInterval());
-    
Assert.assertTrue(segments.get(0).getShardSpec().getClass().equals(NoneShardSpec.class));
+    Assert.assertEquals(NoneShardSpec.class, 
segments.get(0).getShardSpec().getClass());
     Assert.assertEquals(0, segments.get(0).getShardSpec().getPartitionNum());
   }
 
   @Test
+  public void testNumShardsAndPartitionDimensionsProvided() throws Exception
+  {
+    final File tmpDir = temporaryFolder.newFolder();
+    final File tmpFile = File.createTempFile("druid", "index", tmpDir);
+
+    try (BufferedWriter writer = Files.newWriter(tmpFile, 
StandardCharsets.UTF_8)) {
+      writer.write("2014-01-01T00:00:10Z,a,1\n");
+      writer.write("2014-01-01T01:00:20Z,b,1\n");
+      writer.write("2014-01-01T02:00:30Z,c,1\n");
+    }
+
+    final IndexTask indexTask = new IndexTask(
+        null,
+        null,
+        createIngestionSpec(
+            tmpDir,
+            null,
+            null,
+            createTuningConfigWithNumShards(2, ImmutableList.of("dim"), false, 
true),
+            false
+        ),
+        null,
+        AuthTestUtils.TEST_AUTHORIZER_MAPPER,
+        null,
+        rowIngestionMetersFactory
+    );
+
+    runTask(indexTask);
+
+    Assert.assertEquals(2, segments.size());
+
+    for (DataSegment segment : segments) {
+      Assert.assertEquals("test", segment.getDataSource());
+      Assert.assertEquals(Intervals.of("2014/P1D"), segment.getInterval());
+      Assert.assertEquals(HashBasedNumberedShardSpec.class, 
segment.getShardSpec().getClass());
+
+      final File segmentFile = segmentLoader.getSegmentFiles(segment);
+
+      final WindowedStorageAdapter adapter = new WindowedStorageAdapter(
+          new QueryableIndexStorageAdapter(indexIO.loadIndex(segmentFile)),
+          segment.getInterval()
+      );
+
+      final Sequence<Cursor> cursorSequence = adapter.getAdapter().makeCursors(
+          null,
+          segment.getInterval(),
+          VirtualColumns.EMPTY,
+          Granularities.ALL,
+          false,
+          null
+      );
+      final List<Integer> hashes = cursorSequence
+          .map(cursor -> {
+            final DimensionSelector selector = 
cursor.getColumnSelectorFactory()
+                                                     
.makeDimensionSelector(new DefaultDimensionSpec("dim", "dim"));
+            try {
+              final int hash = HashBasedNumberedShardSpec.hash(
+                  jsonMapper,
+                  Collections.singletonList(selector.getObject())
+              );
+              cursor.advance();
+              return hash;
+            }
+            catch (JsonProcessingException e) {
+              throw new RuntimeException(e);
+            }
+          })
+          .toList();
+
+      Assert.assertTrue(hashes.stream().allMatch(h -> h.intValue() == 
hashes.get(0)));
+    }
+  }
+
+  @Test
   public void testAppendToExisting() throws Exception
   {
     segmentAllocatePartitionCounter = 0;
@@ -431,7 +568,7 @@ public class IndexTaskTest
             tmpDir,
             null,
             null,
-            createTuningConfig(2, null, false, false),
+            createTuningConfigWithTargetPartitionSize(2, false, false),
             true
         ),
         null,
@@ -481,7 +618,7 @@ public class IndexTaskTest
                 Granularities.MINUTE,
                 null
             ),
-            createTuningConfig(2, null, false, true),
+            createTuningConfigWithTargetPartitionSize(2, false, true),
             false
         ),
         null,
@@ -544,7 +681,7 @@ public class IndexTaskTest
                 0
             ),
             null,
-            createTuningConfig(2, null, false, true),
+            createTuningConfigWithTargetPartitionSize(2, false, true),
             false
         ),
         null,
@@ -596,7 +733,7 @@ public class IndexTaskTest
                 0
             ),
             null,
-            createTuningConfig(2, null, false, true),
+            createTuningConfigWithTargetPartitionSize(2, false, true),
             false
         ),
         null,
@@ -643,7 +780,7 @@ public class IndexTaskTest
                 Granularities.MINUTE,
                 null
             ),
-            createTuningConfig(2, 2, null, 2L, null, false, false, true),
+            createTuningConfig(2, 2, null, 2L, null, null, false, false, true),
             false
         ),
         null,
@@ -688,7 +825,7 @@ public class IndexTaskTest
                 true,
                 null
             ),
-            createTuningConfig(3, 2, null, 2L, null, false, true, true),
+            createTuningConfig(3, 2, null, 2L, null, null, false, true, true),
             false
         ),
         null,
@@ -732,7 +869,7 @@ public class IndexTaskTest
                 true,
                 null
             ),
-            createTuningConfig(3, 2, null, 2L, null, false, false, true),
+            createTuningConfig(3, 2, null, 2L, null, null, false, false, true),
             false
         ),
         null,
@@ -805,7 +942,7 @@ public class IndexTaskTest
             0
         ),
         null,
-        createTuningConfig(2, null, null, null, null, false, false, false), // 
ignore parse exception,
+        createTuningConfig(2, null, null, null, null, null, false, false, 
false), // ignore parse exception,
         false
     );
 
@@ -858,7 +995,7 @@ public class IndexTaskTest
             0
         ),
         null,
-        createTuningConfig(2, null, null, null, null, false, false, true), // 
report parse exception
+        createTuningConfig(2, null, null, null, null, null, false, false, 
true), // report parse exception
         false
     );
 
@@ -912,6 +1049,7 @@ public class IndexTaskTest
         null,
         null,
         null,
+        null,
         indexSpec,
         null,
         true,
@@ -1033,6 +1171,7 @@ public class IndexTaskTest
         null,
         null,
         null,
+        null,
         indexSpec,
         null,
         true,
@@ -1147,6 +1286,7 @@ public class IndexTaskTest
         null,
         null,
         null,
+        null,
         indexSpec,
         null,
         true,
@@ -1283,7 +1423,7 @@ public class IndexTaskTest
             0
         ),
         null,
-        createTuningConfig(2, 1, null, null, null, false, true, true), // 
report parse exception
+        createTuningConfig(2, 1, null, null, null, null, false, true, true), 
// report parse exception
         false
     );
 
@@ -1353,7 +1493,7 @@ public class IndexTaskTest
             0
         ),
         null,
-        createTuningConfig(2, null, null, null, null, false, false, true), // 
report parse exception
+        createTuningConfig(2, null, null, null, null, null, false, false, 
true), // report parse exception
         false
     );
 
@@ -1392,8 +1532,6 @@ public class IndexTaskTest
 
   private Pair<TaskStatus, List<DataSegment>> runTask(IndexTask indexTask) 
throws Exception
   {
-    final List<DataSegment> segments = Lists.newArrayList();
-
     final TaskActionClient actionClient = new TaskActionClient()
     {
       @Override
@@ -1450,35 +1588,6 @@ public class IndexTaskTest
       }
     };
 
-    final DataSegmentPusher pusher = new DataSegmentPusher()
-    {
-      @Deprecated
-      @Override
-      public String getPathForHadoop(String dataSource)
-      {
-        return getPathForHadoop();
-      }
-
-      @Override
-      public String getPathForHadoop()
-      {
-        return null;
-      }
-
-      @Override
-      public DataSegment push(File file, DataSegment segment, boolean 
useUniquePath)
-      {
-        segments.add(segment);
-        return segment;
-      }
-
-      @Override
-      public Map<String, Object> makeLoadSpec(URI uri)
-      {
-        throw new UnsupportedOperationException();
-      }
-    };
-
     final DataSegmentKiller killer = new DataSegmentKiller()
     {
       @Override
@@ -1526,7 +1635,14 @@ public class IndexTaskTest
     indexTask.isReady(box.getTaskActionClient());
     TaskStatus status = indexTask.run(box);
 
-    Collections.sort(segments);
+    segments.sort((s1, s2) -> {
+      final int comp = 
Comparators.intervalsByStartThenEnd().compare(s1.getInterval(), 
s2.getInterval());
+      if (comp != 0) {
+        return comp;
+      }
+      //noinspection SubtractionInCompareTo
+      return s1.getShardSpec().getPartitionNum() - 
s2.getShardSpec().getPartitionNum();
+    });
 
     return Pair.of(status, segments);
   }
@@ -1584,9 +1700,8 @@ public class IndexTaskTest
     );
   }
 
-  private static IndexTuningConfig createTuningConfig(
-      Integer targetPartitionSize,
-      Integer numShards,
+  private static IndexTuningConfig createTuningConfigWithTargetPartitionSize(
+      int targetPartitionSize,
       boolean forceExtendableShardSpecs,
       boolean forceGuaranteedRollup
   )
@@ -1596,7 +1711,28 @@ public class IndexTaskTest
         1,
         null,
         null,
+        null,
+        null,
+        forceExtendableShardSpecs,
+        forceGuaranteedRollup,
+        true
+    );
+  }
+
+  private static IndexTuningConfig createTuningConfigWithNumShards(
+      int numShards,
+      @Nullable List<String> partitionDimensions,
+      boolean forceExtendableShardSpecs,
+      boolean forceGuaranteedRollup
+  )
+  {
+    return createTuningConfig(
+        null,
+        1,
+        null,
+        null,
         numShards,
+        partitionDimensions,
         forceExtendableShardSpecs,
         forceGuaranteedRollup,
         true
@@ -1604,11 +1740,12 @@ public class IndexTaskTest
   }
 
   private static IndexTuningConfig createTuningConfig(
-      Integer targetPartitionSize,
-      Integer maxRowsInMemory,
-      Long maxBytesInMemory,
-      Long maxTotalRows,
-      Integer numShards,
+      @Nullable Integer targetPartitionSize,
+      @Nullable Integer maxRowsInMemory,
+      @Nullable Long maxBytesInMemory,
+      @Nullable Long maxTotalRows,
+      @Nullable Integer numShards,
+      @Nullable List<String> partitionDimensions,
       boolean forceExtendableShardSpecs,
       boolean forceGuaranteedRollup,
       boolean reportParseException
@@ -1621,6 +1758,7 @@ public class IndexTaskTest
         maxTotalRows,
         null,
         numShards,
+        partitionDimensions,
         indexSpec,
         null,
         true,
diff --git 
a/indexing-service/src/test/java/org/apache/druid/indexing/common/task/TaskSerdeTest.java
 
b/indexing-service/src/test/java/org/apache/druid/indexing/common/task/TaskSerdeTest.java
index 1fe36fe..98c42b7 100644
--- 
a/indexing-service/src/test/java/org/apache/druid/indexing/common/task/TaskSerdeTest.java
+++ 
b/indexing-service/src/test/java/org/apache/druid/indexing/common/task/TaskSerdeTest.java
@@ -193,6 +193,7 @@ public class TaskSerdeTest
                 null,
                 9999,
                 null,
+                null,
                 indexSpec,
                 3,
                 true,
@@ -278,6 +279,7 @@ public class TaskSerdeTest
                 null,
                 null,
                 null,
+                null,
                 indexSpec,
                 3,
                 true,
diff --git 
a/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLifecycleTest.java
 
b/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLifecycleTest.java
index eb03933..af814d9 100644
--- 
a/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLifecycleTest.java
+++ 
b/indexing-service/src/test/java/org/apache/druid/indexing/overlord/TaskLifecycleTest.java
@@ -692,6 +692,7 @@ public class TaskLifecycleTest
                 null,
                 null,
                 null,
+                null,
                 indexSpec,
                 3,
                 true,
@@ -772,6 +773,7 @@ public class TaskLifecycleTest
                 null,
                 null,
                 null,
+                null,
                 indexSpec,
                 3,
                 true,
@@ -1159,6 +1161,7 @@ public class TaskLifecycleTest
                 null,
                 null,
                 null,
+                null,
                 indexSpec,
                 null,
                 false,
diff --git 
a/server/src/main/java/org/apache/druid/timeline/partition/HashBasedNumberedShardSpec.java
 
b/server/src/main/java/org/apache/druid/timeline/partition/HashBasedNumberedShardSpec.java
index 456da4b..3554326 100644
--- 
a/server/src/main/java/org/apache/druid/timeline/partition/HashBasedNumberedShardSpec.java
+++ 
b/server/src/main/java/org/apache/druid/timeline/partition/HashBasedNumberedShardSpec.java
@@ -25,6 +25,7 @@ import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
+import com.google.common.annotations.VisibleForTesting;
 import com.google.common.base.Throwables;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.Lists;
@@ -74,7 +75,7 @@ public class HashBasedNumberedShardSpec extends 
NumberedShardSpec
   {
     final List<Object> groupKey = getGroupKey(timestamp, inputRow);
     try {
-      return 
hashFunction.hashBytes(jsonMapper.writeValueAsBytes(groupKey)).asInt();
+      return hash(jsonMapper, groupKey);
     }
     catch (JsonProcessingException e) {
       throw Throwables.propagate(e);
@@ -93,6 +94,12 @@ public class HashBasedNumberedShardSpec extends 
NumberedShardSpec
     }
   }
 
+  @VisibleForTesting
+  public static int hash(ObjectMapper jsonMapper, List<Object> objects) throws 
JsonProcessingException
+  {
+    return 
hashFunction.hashBytes(jsonMapper.writeValueAsBytes(objects)).asInt();
+  }
+
   @Override
   public String toString()
   {


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