merged with master

client/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>com.metamx</groupId>
         <artifactId>druid</artifactId>
-        <version>0.5.19-SNAPSHOT</version>
+        <version>0.5.33-SNAPSHOT</version>
     </parent>
 
     <dependencies>
@@ -68,6 +68,10 @@
             <groupId>commons-codec</groupId>
             <artifactId>commons-codec</artifactId>
         </dependency>
+        <dependency>
+            <groupId>commons-httpclient</groupId>
+            <artifactId>commons-httpclient</artifactId>
+        </dependency>
         <dependency>
             <groupId>org.skife.config</groupId>
             <artifactId>config-magic</artifactId>

client/src/main/java/com/metamx/druid/client/DruidServer.java

@@ -34,6 +34,7 @@ import java.util.concurrent.ConcurrentMap;
  */
 public class DruidServer implements Comparable
 {
+  public static final String DEFAULT_TIER = "_default_tier";
   private static final Logger log = new Logger(DruidServer.class);
 
   private final Object lock = new Object();

client/src/main/java/com/metamx/druid/client/DruidServerConfig.java

@@ -33,9 +33,10 @@ public abstract class DruidServerConfig
   public abstract String getHost();
 
   @Config("druid.server.maxSize")
+  @Default("0")
   public abstract long getMaxSize();
 
   @Config("druid.server.tier")
-  @Default("_default_tier")
+  @Default(DruidServer.DEFAULT_TIER)
   public abstract String getTier();
 }

client/src/main/java/com/metamx/druid/client/SingleServerInventoryView.java

@@ -62,9 +62,7 @@ public class SingleServerInventoryView extends ServerInventoryView<DataSegment>
         curator,
         exec,
         jsonMapper,
-        new TypeReference<DataSegment>()
+        new TypeReference<DataSegment>(){}
-        {
-        }
     );
   }
 

client/src/main/java/com/metamx/druid/curator/cache/SimplePathChildrenCacheFactory.java

@@ -21,8 +21,11 @@ package com.metamx.druid.curator.cache;
 
 import org.apache.curator.framework.CuratorFramework;
 import org.apache.curator.framework.recipes.cache.PathChildrenCache;
+import org.apache.curator.utils.ThreadUtils;
 
 import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ThreadFactory;
 
 /**
  */
@@ -48,4 +51,43 @@ public class SimplePathChildrenCacheFactory implements PathChildrenCacheFactory
   {
     return new PathChildrenCache(curator, path, cacheData, compressed, exec);
   }
+
+  public static class Builder
+  {
+    private static final ThreadFactory defaultThreadFactory = ThreadUtils.newThreadFactory("PathChildrenCache");
+
+    private boolean cacheData;
+    private boolean compressed;
+    private ExecutorService exec;
+
+    public Builder()
+    {
+      cacheData = true;
+      compressed = false;
+      exec = Executors.newSingleThreadExecutor(defaultThreadFactory);
+    }
+
+    public Builder withCacheData(boolean cacheData)
+    {
+      this.cacheData = cacheData;
+      return this;
+    }
+
+    public Builder withCompressed(boolean compressed)
+    {
+      this.compressed = compressed;
+      return this;
+    }
+
+    public Builder withExecutorService(ExecutorService exec)
+    {
+      this.exec = exec;
+      return this;
+    }
+
+    public SimplePathChildrenCacheFactory build()
+    {
+      return new SimplePathChildrenCacheFactory(cacheData, compressed, exec);
+    }
+  }
 }

client/src/main/java/com/metamx/druid/initialization/CuratorConfig.java

@@ -33,7 +33,7 @@ public abstract class CuratorConfig
   @Default("30000")
   public abstract int getZkSessionTimeoutMs();
 
-  @Config("druid.curator.compression.enable")
+  @Config("druid.curator.compress")
   @Default("false")
   public abstract boolean enableCompression();
 }

client/src/main/java/com/metamx/druid/initialization/ServiceDiscoveryConfig.java

@@ -36,4 +36,11 @@ public abstract class ServiceDiscoveryConfig extends CuratorConfig
 
   @Config("druid.zk.paths.discoveryPath")
   public abstract String getDiscoveryPath();
+
+  @Override
+  @Config("druid.curator.discovery.compress")
+  public boolean enableCompression()
+  {
+    return false;
+  }
 }

common/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>com.metamx</groupId>
         <artifactId>druid</artifactId>
-        <version>0.5.19-SNAPSHOT</version>
+        <version>0.5.33-SNAPSHOT</version>
     </parent>
 
     <dependencies>

common/src/main/java/com/metamx/druid/partition/PartitionHolder.java

@@ -61,6 +61,11 @@ public class PartitionHolder<T> implements Iterable<PartitionChunk<T>>
     holderSet.add(chunk);
   }
 
+  public int size()
+  {
+    return holderSet.size();
+  }
+
   public PartitionChunk<T> remove(PartitionChunk<T> chunk)
   {
     // Somewhat funky implementation in order to return the removed object as it exists in the set

examples/pom.xml

@@ -9,7 +9,7 @@
     <parent>
         <groupId>com.metamx</groupId>
         <artifactId>druid</artifactId>
-        <version>0.5.19-SNAPSHOT</version>
+        <version>0.5.33-SNAPSHOT</version>
     </parent>
 
     <dependencies>

examples/src/test/java/druid/examples/web/InputSupplierUpdateStreamTest.java

@@ -68,6 +68,7 @@ public class InputSupplierUpdateStreamTest
     updateStream.start();
     Map<String, Object> insertedRow = updateStream.pollFromQueue(waitTime, unit);
     Assert.assertEquals(expectedAnswer, insertedRow);
+    updateStream.stop();
   }
 
   //If a timestamp is missing, we should throw away the event
@@ -85,6 +86,7 @@ public class InputSupplierUpdateStreamTest
     );
     updateStream.start();
     Assert.assertEquals(updateStream.getQueueSize(), 0);
+    updateStream.stop();
   }
 
   //If any other value is missing, we should still add the event and process it properly
@@ -105,6 +107,7 @@ public class InputSupplierUpdateStreamTest
     expectedAnswer.put("item1", "value1");
     expectedAnswer.put("time", 1372121562);
     Assert.assertEquals(expectedAnswer, insertedRow);
+    updateStream.stop();
   }
 
 

examples/src/test/java/druid/examples/web/RenamingKeysUpdateStreamTest.java

@@ -47,7 +47,7 @@ public class RenamingKeysUpdateStreamTest
   }
 
   @Test
-  public void testPollFromQueue() throws Exception
+  public void testPolFromQueue() throws Exception
   {
     InputSupplierUpdateStream updateStream = new InputSupplierUpdateStream(testCaseSupplier, timeDimension);
     Map<String, String> renamedKeys = new HashMap<String, String>();
@@ -61,8 +61,6 @@ public class RenamingKeysUpdateStreamTest
     expectedAnswer.put("i1", "value1");
     expectedAnswer.put("i2", 2);
     expectedAnswer.put("t", 1372121562);
-
-
     Assert.assertEquals(expectedAnswer, renamer.pollFromQueue(waitTime, unit));
   }
 
@@ -88,7 +86,6 @@ public class RenamingKeysUpdateStreamTest
     renamedKeys.put("item2", "i2");
     RenamingKeysUpdateStream renamer = new RenamingKeysUpdateStream(updateStream, renamedKeys);
     Assert.assertEquals("time", renamer.getTimeDimension());
-
   }
 
 }

examples/src/test/java/druid/examples/web/WebJsonSupplierTest.java

@@ -21,11 +21,11 @@ package druid.examples.web;
 
 import org.junit.Test;
 
-import java.net.UnknownHostException;
+import java.io.IOException;
 
 public class WebJsonSupplierTest
 {
-  @Test(expected = UnknownHostException.class)
+  @Test(expected = IOException.class)
   public void checkInvalidUrl() throws Exception
   {
 

indexing-common/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>com.metamx</groupId>
         <artifactId>druid</artifactId>
-        <version>0.5.19-SNAPSHOT</version>
+        <version>0.5.33-SNAPSHOT</version>
     </parent>
 
     <dependencies>

indexing-common/src/main/java/com/metamx/druid/index/QueryableIndex.java

@@ -23,6 +23,9 @@ import com.metamx.druid.index.column.ColumnSelector;
 import com.metamx.druid.kv.Indexed;
 import org.joda.time.Interval;
 
+import java.io.Closeable;
+import java.io.IOException;
+
 /**
  */
 public interface QueryableIndex extends ColumnSelector
@@ -31,4 +34,11 @@ public interface QueryableIndex extends ColumnSelector
   public int getNumRows();
   public Indexed<String> getColumnNames();
   public Indexed<String> getAvailableDimensions();
+
+  /**
+   * The close method shouldn't actually be here as this is nasty. We will adjust it in the future.
+   * @throws IOException
+   */
+  @Deprecated
+  public void close() throws IOException;
 }

indexing-common/src/main/java/com/metamx/druid/index/SimpleQueryableIndex.java

@@ -19,10 +19,12 @@
 
 package com.metamx.druid.index;
 
+import com.metamx.common.io.smoosh.SmooshedFileMapper;
 import com.metamx.druid.index.column.Column;
 import com.metamx.druid.kv.Indexed;
 import org.joda.time.Interval;
 
+import java.io.IOException;
 import java.util.Map;
 
 /**
@@ -34,13 +36,15 @@ public class SimpleQueryableIndex implements QueryableIndex
   private final Indexed<String> availableDimensions;
   private final Column timeColumn;
   private final Map<String, Column> otherColumns;
+  private final SmooshedFileMapper fileMapper;
 
   public SimpleQueryableIndex(
       Interval dataInterval,
       Indexed<String> columnNames,
       Indexed<String> dimNames,
       Column timeColumn,
-      Map<String, Column> otherColumns
+      Map<String, Column> otherColumns,
+      SmooshedFileMapper fileMapper
   )
   {
     this.dataInterval = dataInterval;
@@ -48,6 +52,7 @@ public class SimpleQueryableIndex implements QueryableIndex
     this.availableDimensions = dimNames;
     this.timeColumn = timeColumn;
     this.otherColumns = otherColumns;
+    this.fileMapper = fileMapper;
   }
 
   @Override
@@ -85,4 +90,10 @@ public class SimpleQueryableIndex implements QueryableIndex
   {
     return otherColumns.get(columnName);
   }
+
+  @Override
+  public void close() throws IOException
+  {
+    fileMapper.close();
+  }
 }

indexing-common/src/main/java/com/metamx/druid/index/v1/IndexIO.java

@@ -375,7 +375,8 @@ public class IndexIO
           dimValueLookups,
           dimColumns,
           invertedIndexed,
-          spatialIndexed
+          spatialIndexed,
+          smooshedFiles
       );
 
       log.debug("Mapped v8 index[%s] in %,d millis", inDir, System.currentTimeMillis() - startTime);
@@ -761,7 +762,8 @@ public class IndexIO
               .setType(ValueType.LONG)
               .setGenericColumn(new LongGenericColumnSupplier(index.timestamps))
               .build(),
-          columns
+          columns,
+          index.getFileMapper()
       );
     }
   }
@@ -795,7 +797,7 @@ public class IndexIO
       }
 
       final QueryableIndex index = new SimpleQueryableIndex(
-          dataInterval, cols, dims, deserializeColumn(mapper, smooshedFiles.mapFile("__time")), columns
+          dataInterval, cols, dims, deserializeColumn(mapper, smooshedFiles.mapFile("__time")), columns, smooshedFiles
       );
 
       log.debug("Mapped v9 index[%s] in %,d millis", inDir, System.currentTimeMillis() - startTime);

indexing-common/src/main/java/com/metamx/druid/index/v1/MMappedIndex.java

@@ -24,18 +24,19 @@ import com.google.common.collect.Iterables;
 import com.google.common.collect.Maps;
 import com.google.common.primitives.Ints;
 import com.metamx.collections.spatial.ImmutableRTree;
+import com.metamx.common.io.smoosh.SmooshedFileMapper;
 import com.metamx.common.logger.Logger;
 import com.metamx.druid.kv.ConciseCompressedIndexedInts;
 import com.metamx.druid.kv.GenericIndexed;
 import com.metamx.druid.kv.Indexed;
 import com.metamx.druid.kv.IndexedList;
 import com.metamx.druid.kv.IndexedLongs;
-import com.metamx.druid.kv.IndexedRTree;
 import com.metamx.druid.kv.VSizeIndexed;
 import com.metamx.druid.kv.VSizeIndexedInts;
 import it.uniroma3.mat.extendedset.intset.ImmutableConciseSet;
 import org.joda.time.Interval;
 
+import java.io.IOException;
 import java.nio.ByteOrder;
 import java.nio.LongBuffer;
 import java.util.Arrays;
@@ -57,6 +58,7 @@ public class MMappedIndex
   final Map<String, VSizeIndexed> dimColumns;
   final Map<String, GenericIndexed<ImmutableConciseSet>> invertedIndexes;
   final Map<String, ImmutableRTree> spatialIndexes;
+  final SmooshedFileMapper fileMapper;
 
   private final Map<String, Integer> metricIndexes = Maps.newHashMap();
 
@@ -69,7 +71,8 @@ public class MMappedIndex
       Map<String, GenericIndexed<String>> dimValueLookups,
       Map<String, VSizeIndexed> dimColumns,
       Map<String, GenericIndexed<ImmutableConciseSet>> invertedIndexes,
-      Map<String, ImmutableRTree> spatialIndexes
+      Map<String, ImmutableRTree> spatialIndexes,
+      SmooshedFileMapper fileMapper
   )
   {
     this.availableDimensions = availableDimensions;
@@ -81,6 +84,7 @@ public class MMappedIndex
     this.dimColumns = dimColumns;
     this.invertedIndexes = invertedIndexes;
     this.spatialIndexes = spatialIndexes;
+    this.fileMapper = fileMapper;
 
     for (int i = 0; i < availableMetrics.size(); i++) {
       metricIndexes.put(availableMetrics.get(i), i);
@@ -169,6 +173,18 @@ public class MMappedIndex
     return (retVal == null) ? emptySet : retVal;
   }
 
+  public SmooshedFileMapper getFileMapper()
+  {
+    return fileMapper;
+  }
+
+  public void close() throws IOException
+  {
+    if (fileMapper != null) {
+      fileMapper.close();
+    }
+  }
+
   public static MMappedIndex fromIndex(Index index)
   {
     log.info("Converting timestamps");
@@ -273,7 +289,8 @@ public class MMappedIndex
         dimValueLookups,
         dimColumns,
         invertedIndexes,
-        spatialIndexes
+        spatialIndexes,
+        null
     );
   }
 }

indexing-common/src/main/java/com/metamx/druid/indexer/data/InputRowParser.java

@@ -1,9 +1,10 @@
 package com.metamx.druid.indexer.data;
 
+import com.metamx.common.exception.FormattedException;
 import com.metamx.druid.input.InputRow;
 
 public interface InputRowParser<T>
 {
-  public InputRow parse(T input);
+  public InputRow parse(T input) throws FormattedException;
   public void addDimensionExclusion(String dimension);
 }

indexing-common/src/main/java/com/metamx/druid/indexer/data/MapInputRowParser.java

@@ -4,6 +4,7 @@ import com.fasterxml.jackson.annotation.JsonCreator;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import com.google.common.collect.Lists;
 import com.google.common.collect.Sets;
+import com.metamx.common.exception.FormattedException;
 import com.metamx.druid.input.InputRow;
 import com.metamx.druid.input.MapBasedInputRow;
 import org.joda.time.DateTime;
@@ -37,13 +38,15 @@ public class MapInputRowParser implements InputRowParser<Map<String, Object>>
   }
 
   @Override
-  public InputRow parse(Map<String, Object> theMap)
+  public InputRow parse(Map<String, Object> theMap) throws FormattedException
   {
     final List<String> dimensions = dataSpec.hasCustomDimensions()
                                     ? dataSpec.getDimensions()
                                     : Lists.newArrayList(Sets.difference(theMap.keySet(), dimensionExclusions));
 
-    final DateTime timestamp = timestampSpec.extractTimestamp(theMap);
+    final DateTime timestamp;
+    try {
+      timestamp = timestampSpec.extractTimestamp(theMap);
       if (timestamp == null) {
         final String input = theMap.toString();
         throw new NullPointerException(
@@ -53,6 +56,13 @@ public class MapInputRowParser implements InputRowParser<Map<String, Object>>
             )
         );
       }
+    }
+    catch (Exception e) {
+      throw new FormattedException.Builder()
+          .withErrorCode(FormattedException.ErrorCode.UNPARSABLE_TIMESTAMP)
+          .withMessage(e.toString())
+          .build();
+    }
 
     return new MapBasedInputRow(timestamp.getMillis(), dimensions, theMap);
   }

indexing-hadoop/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>com.metamx</groupId>
         <artifactId>druid</artifactId>
-        <version>0.5.19-SNAPSHOT</version>
+        <version>0.5.33-SNAPSHOT</version>
     </parent>
 
     <dependencies>

indexing-hadoop/src/main/java/com/metamx/druid/indexer/HadoopDruidIndexerConfig.java

@@ -57,9 +57,10 @@ import com.metamx.druid.jackson.DefaultObjectMapper;
 import com.metamx.druid.shard.ShardSpec;
 import com.metamx.druid.utils.JodaUtils;
 import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
 import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hdfs.DistributedFileSystem;
 import org.apache.hadoop.mapreduce.Job;
-
 import org.joda.time.DateTime;
 import org.joda.time.Interval;
 import org.joda.time.format.ISODateTimeFormat;
@@ -656,10 +657,23 @@ public class HadoopDruidIndexerConfig
     return new Path(makeDescriptorInfoDir(), String.format("%s.json", segment.getIdentifier().replace(":", "")));
   }
 
-  public Path makeSegmentOutputPath(Bucket bucket)
+	public Path makeSegmentOutputPath(FileSystem fileSystem, Bucket bucket)
 	{
 		final Interval bucketInterval = getGranularitySpec().bucketInterval(bucket.time).get();
-
+		if (fileSystem instanceof DistributedFileSystem)
+		{
+			return new Path(
+			    String.format(
+			        "%s/%s/%s_%s/%s/%s",
+			        getSegmentOutputDir(),
+			        dataSource,
+			        bucketInterval.getStart().toString(ISODateTimeFormat.basicDateTime()),
+			        bucketInterval.getEnd().toString(ISODateTimeFormat.basicDateTime()),
+			        getVersion().replace(":", "_"),
+			        bucket.partitionNum
+			        )
+      );
+		}
 		return new Path(
 		    String.format(
 		        "%s/%s/%s_%s/%s/%s",
@@ -669,8 +683,7 @@ public class HadoopDruidIndexerConfig
 		        bucketInterval.getEnd().toString(),
 		        getVersion(),
 		        bucket.partitionNum
-        )
+		        ));
-    );
 	}
 
   public Job addInputPaths(Job job) throws IOException

indexing-hadoop/src/main/java/com/metamx/druid/indexer/IndexGeneratorJob.java

@@ -375,7 +375,9 @@ public class IndexGeneratorJob implements Jobby
       Interval interval = config.getGranularitySpec().bucketInterval(bucket.time).get();
 
       int attemptNumber = context.getTaskAttemptID().getId();
-      Path indexBasePath = config.makeSegmentOutputPath(bucket);
+
+			FileSystem fileSystem = FileSystem.get(context.getConfiguration());
+			Path indexBasePath = config.makeSegmentOutputPath(fileSystem, bucket);
 			Path indexZipFilePath = new Path(indexBasePath, String.format("index.zip.%s", attemptNumber));
 			final FileSystem infoFS = config.makeDescriptorInfoDir().getFileSystem(context.getConfiguration());
 			final FileSystem outputFS = indexBasePath.getFileSystem(context.getConfiguration());

indexing-hadoop/src/test/java/com/metamx/druid/indexer/HadoopDruidIndexerConfigTest.java

@@ -26,7 +26,10 @@ import com.metamx.druid.indexer.granularity.UniformGranularitySpec;
 import com.metamx.druid.indexer.partitions.PartitionsSpec;
 import com.metamx.druid.indexer.updater.DbUpdaterJobSpec;
 import com.metamx.druid.jackson.DefaultObjectMapper;
-
+import org.apache.hadoop.fs.LocalFileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hdfs.DistributedFileSystem;
+import org.joda.time.DateTime;
 import org.joda.time.Interval;
 import org.junit.Assert;
 import org.junit.Test;
@@ -427,6 +430,67 @@ public class HadoopDruidIndexerConfigTest
     );
   }
 
+
+  @Test
+  public void shouldMakeHDFSCompliantSegmentOutputPath() {
+    final HadoopDruidIndexerConfig cfg;
+
+    try {
+      cfg = jsonReadWriteRead(
+              "{"
+                      + "\"dataSource\": \"source\","
+                      + " \"granularitySpec\":{"
+                      + "   \"type\":\"uniform\","
+                      + "   \"gran\":\"hour\","
+                      + "   \"intervals\":[\"2012-07-10/P1D\"]"
+                      + " },"
+                      + "\"segmentOutputPath\": \"hdfs://server:9100/tmp/druid/datatest\""
+                      + "}",
+              HadoopDruidIndexerConfig.class
+      );
+    } catch(Exception e) {
+      throw Throwables.propagate(e);
+    }
+
+    cfg.setVersion("some:brand:new:version");
+
+    Bucket bucket = new Bucket(4711, new DateTime(2012, 07, 10, 5, 30), 4712);
+    Path path = cfg.makeSegmentOutputPath(new DistributedFileSystem(), bucket);
+    Assert.assertEquals(
+        "hdfs://server:9100/tmp/druid/datatest/source/20120710T050000.000Z_20120710T060000.000Z/some_brand_new_version/4712",
+        path.toString()
+    );
+  }
+
+  @Test
+  public void shouldMakeDefaultSegmentOutputPathIfNotHDFS() {
+    final HadoopDruidIndexerConfig cfg;
+
+    try {
+      cfg = jsonReadWriteRead(
+              "{"
+                      + "\"dataSource\": \"the:data:source\","
+                      + " \"granularitySpec\":{"
+                      + "   \"type\":\"uniform\","
+                      + "   \"gran\":\"hour\","
+                      + "   \"intervals\":[\"2012-07-10/P1D\"]"
+                      + " },"
+                      + "\"segmentOutputPath\": \"/tmp/dru:id/data:test\""
+                      + "}",
+              HadoopDruidIndexerConfig.class
+      );
+    } catch(Exception e) {
+      throw Throwables.propagate(e);
+    }
+
+    cfg.setVersion("some:brand:new:version");
+
+    Bucket bucket = new Bucket(4711, new DateTime(2012, 07, 10, 5, 30), 4712);
+    Path path = cfg.makeSegmentOutputPath(new LocalFileSystem(), bucket);
+    Assert.assertEquals("/tmp/dru:id/data:test/the:data:source/2012-07-10T05:00:00.000Z_2012-07-10T06:00:00.000Z/some:brand:new:version/4712", path.toString());
+
+  }
+
   private <T> T jsonReadWriteRead(String s, Class<T> klass)
   {
     try {

indexing-service/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>com.metamx</groupId>
         <artifactId>druid</artifactId>
-        <version>0.5.19-SNAPSHOT</version>
+        <version>0.5.33-SNAPSHOT</version>
     </parent>
 
     <dependencies>

indexing-service/src/main/java/com/metamx/druid/indexing/common/TaskStatus.java

@@ -24,6 +24,7 @@ import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import com.google.common.base.Objects;
 import com.google.common.base.Preconditions;
+import com.metamx.druid.indexing.common.task.TaskResource;
 
 /**
  * Represents the status of a task. The task may be ongoing ({@link #isComplete()} false) or it may be
@@ -42,33 +43,36 @@ public class TaskStatus
 
   public static TaskStatus running(String taskId)
   {
-    return new TaskStatus(taskId, Status.RUNNING, -1);
+    return new TaskStatus(taskId, Status.RUNNING, -1, null);
   }
 
   public static TaskStatus success(String taskId)
   {
-    return new TaskStatus(taskId, Status.SUCCESS, -1);
+    return new TaskStatus(taskId, Status.SUCCESS, -1, null);
   }
 
   public static TaskStatus failure(String taskId)
   {
-    return new TaskStatus(taskId, Status.FAILED, -1);
+    return new TaskStatus(taskId, Status.FAILED, -1, null);
   }
 
   private final String id;
   private final Status status;
   private final long duration;
+  private final TaskResource resource;
 
   @JsonCreator
   private TaskStatus(
       @JsonProperty("id") String id,
       @JsonProperty("status") Status status,
-      @JsonProperty("duration") long duration
+      @JsonProperty("duration") long duration,
+      @JsonProperty("resource") TaskResource resource
   )
   {
     this.id = id;
     this.status = status;
     this.duration = duration;
+    this.resource = resource == null ? new TaskResource(id, 1) : resource;
 
     // Check class invariants.
     Preconditions.checkNotNull(id, "id");
@@ -93,6 +97,12 @@ public class TaskStatus
     return duration;
   }
 
+  @JsonProperty("resource")
+  public TaskResource getResource()
+  {
+    return resource;
+  }
+
   /**
    * Signals that a task is not yet complete, and is still runnable on a worker. Exactly one of isRunnable,
    * isSuccess, or isFailure will be true at any one time.
@@ -134,7 +144,7 @@ public class TaskStatus
 
   public TaskStatus withDuration(long _duration)
   {
-    return new TaskStatus(id, status, _duration);
+    return new TaskStatus(id, status, _duration, resource);
   }
 
   @Override
@@ -144,6 +154,7 @@ public class TaskStatus
                   .add("id", id)
                   .add("status", status)
                   .add("duration", duration)
+                  .add("resource", resource)
                   .toString();
   }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/common/TaskToolbox.java

@@ -37,6 +37,7 @@ import com.metamx.druid.loading.SegmentLoadingException;
 import com.metamx.druid.loading.SingleSegmentLoader;
 import com.metamx.druid.query.QueryRunnerFactoryConglomerate;
 import com.metamx.emitter.service.ServiceEmitter;
+import com.metamx.metrics.MonitorScheduler;
 import org.jets3t.service.impl.rest.httpclient.RestS3Service;
 
 import java.io.File;
@@ -58,6 +59,7 @@ public class TaskToolbox
   private final DataSegmentAnnouncer segmentAnnouncer;
   private final ServerView newSegmentServerView;
   private final QueryRunnerFactoryConglomerate queryRunnerFactoryConglomerate;
+  private final MonitorScheduler monitorScheduler;
   private final ObjectMapper objectMapper;
 
   public TaskToolbox(
@@ -71,6 +73,7 @@ public class TaskToolbox
       DataSegmentAnnouncer segmentAnnouncer,
       ServerView newSegmentServerView,
       QueryRunnerFactoryConglomerate queryRunnerFactoryConglomerate,
+      MonitorScheduler monitorScheduler,
       ObjectMapper objectMapper
   )
   {
@@ -84,6 +87,7 @@ public class TaskToolbox
     this.segmentAnnouncer = segmentAnnouncer;
     this.newSegmentServerView = newSegmentServerView;
     this.queryRunnerFactoryConglomerate = queryRunnerFactoryConglomerate;
+    this.monitorScheduler = monitorScheduler;
     this.objectMapper = objectMapper;
   }
 
@@ -127,6 +131,11 @@ public class TaskToolbox
     return queryRunnerFactoryConglomerate;
   }
 
+  public MonitorScheduler getMonitorScheduler()
+  {
+    return monitorScheduler;
+  }
+
   public ObjectMapper getObjectMapper()
   {
     return objectMapper;
@@ -156,7 +165,8 @@ public class TaskToolbox
     return retVal;
   }
 
-  public File getTaskWorkDir() {
+  public File getTaskWorkDir()
+  {
     return new File(new File(config.getBaseTaskDir(), task.getId()), "work");
   }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/common/TaskToolboxFactory.java

@@ -29,6 +29,7 @@ import com.metamx.druid.indexing.common.config.TaskConfig;
 import com.metamx.druid.indexing.common.task.Task;
 import com.metamx.druid.query.QueryRunnerFactoryConglomerate;
 import com.metamx.emitter.service.ServiceEmitter;
+import com.metamx.metrics.MonitorScheduler;
 import org.jets3t.service.impl.rest.httpclient.RestS3Service;
 
 /**
@@ -45,6 +46,7 @@ public class TaskToolboxFactory
   private final DataSegmentAnnouncer segmentAnnouncer;
   private final ServerView newSegmentServerView;
   private final QueryRunnerFactoryConglomerate queryRunnerFactoryConglomerate;
+  private final MonitorScheduler monitorScheduler;
   private final ObjectMapper objectMapper;
 
   public TaskToolboxFactory(
@@ -57,6 +59,7 @@ public class TaskToolboxFactory
       DataSegmentAnnouncer segmentAnnouncer,
       ServerView newSegmentServerView,
       QueryRunnerFactoryConglomerate queryRunnerFactoryConglomerate,
+      MonitorScheduler monitorScheduler,
       ObjectMapper objectMapper
   )
   {
@@ -69,6 +72,7 @@ public class TaskToolboxFactory
     this.segmentAnnouncer = segmentAnnouncer;
     this.newSegmentServerView = newSegmentServerView;
     this.queryRunnerFactoryConglomerate = queryRunnerFactoryConglomerate;
+    this.monitorScheduler = monitorScheduler;
     this.objectMapper = objectMapper;
   }
 
@@ -85,6 +89,7 @@ public class TaskToolboxFactory
         segmentAnnouncer,
         newSegmentServerView,
         queryRunnerFactoryConglomerate,
+        monitorScheduler,
         objectMapper
     );
   }

indexing-service/src/main/java/com/metamx/druid/indexing/common/actions/RemoteTaskActionClient.java

@@ -65,6 +65,8 @@ public class RemoteTaskActionClient implements TaskActionClient
 
         final String response;
 
+        log.info("Submitting action for task[%s] to coordinator[%s]: %s", task.getId(), serviceUri, taskAction);
+
         try {
           response = httpClient.post(serviceUri.toURL())
                                .setContent("application/json", dataToSend)
@@ -107,7 +109,7 @@ public class RemoteTaskActionClient implements TaskActionClient
     final String scheme;
     final String host;
     final int port;
-    final String path = "/mmx/merger/v1/action";
+    final String path = "/druid/indexer/v1/action";
 
     if (instance == null) {
       throw new ISE("Cannot find instance of indexer to talk to!");

indexing-service/src/main/java/com/metamx/druid/indexing/common/config/TaskConfig.java

@@ -19,6 +19,7 @@
 
 package com.metamx.druid.indexing.common.config;
 
+import com.google.common.base.Joiner;
 import org.skife.config.Config;
 import org.skife.config.Default;
 
@@ -26,13 +27,30 @@ import java.io.File;
 
 public abstract class TaskConfig
 {
+  private static Joiner joiner = Joiner.on("/");
+
+  @Config("druid.indexer.baseDir")
+  @Default("/tmp/")
+  public abstract String getBaseDir();
+
   @Config("druid.indexer.taskDir")
-  public abstract File getBaseTaskDir();
+  public File getBaseTaskDir()
+  {
+    return new File(defaultPath("persistent/task"));
+  }
+
+  @Config("druid.indexer.hadoopWorkingPath")
+  public String getHadoopWorkingPath()
+  {
+    return defaultPath("druid-indexing");
+  }
 
   @Config("druid.indexer.rowFlushBoundary")
   @Default("500000")
   public abstract int getDefaultRowFlushBoundary();
 
-  @Config("druid.indexer.hadoopWorkingPath")
+  private String defaultPath(String subPath)
-  public abstract String getHadoopWorkingPath();
+  {
+    return joiner.join(getBaseDir(), subPath);
+  }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/common/config/TaskLogConfig.java

@@ -1,10 +1,15 @@
 package com.metamx.druid.indexing.common.config;
 
 import org.skife.config.Config;
+import org.skife.config.Default;
 import org.skife.config.DefaultNull;
 
 public abstract class TaskLogConfig
 {
+  @Config("druid.indexer.logs.type")
+  @Default("noop")
+  public abstract String getLogType();
+
   @Config("druid.indexer.logs.s3bucket")
   @DefaultNull
   public abstract String getLogStorageBucket();

indexing-service/src/main/java/com/metamx/druid/indexing/common/index/ChatHandler.java

@@ -1,7 +1,26 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012  Metamarkets Group Inc.
+ *
+ * This program is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU General Public License
+ * as published by the Free Software Foundation; either version 2
+ * of the License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
+ */
+
 package com.metamx.druid.indexing.common.index;
 
 /**
- * Objects that can be registered with a {@link ChatHandlerProvider} and provide http endpoints for indexing-related
+ * Objects that can be registered with a {@link EventReceivingChatHandlerProvider} and provide http endpoints for indexing-related
  * objects. This interface is empty because it only exists to signal intent. The actual http endpoints are provided
  * through JAX-RS annotations on the {@link ChatHandler} objects.
  */

indexing-service/src/main/java/com/metamx/druid/indexing/common/index/ChatHandlerProvider.java

@@ -1,83 +1,33 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012  Metamarkets Group Inc.
+ *
+ * This program is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU General Public License
+ * as published by the Free Software Foundation; either version 2
+ * of the License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
+ */
+
 package com.metamx.druid.indexing.common.index;
 
 import com.google.common.base.Optional;
-import com.google.common.collect.Maps;
-import com.metamx.common.ISE;
-import com.metamx.common.logger.Logger;
-import com.metamx.druid.curator.discovery.ServiceAnnouncer;
-import com.metamx.druid.indexing.worker.config.ChatHandlerProviderConfig;
-
-import java.util.concurrent.ConcurrentMap;
 
 /**
- * Provides a way for the outside world to talk to objects in the indexing service. The {@link #get(String)} method
- * allows anyone with a reference to this object to obtain a particular {@link ChatHandler}. An embedded
- * {@link ServiceAnnouncer} will be used to advertise handlers on this host.
  */
-public class ChatHandlerProvider
+public interface ChatHandlerProvider
 {
-  private static final Logger log = new Logger(ChatHandlerProvider.class);
+  public void register(final String key, ChatHandler handler);
 
-  private final ChatHandlerProviderConfig config;
+  public void unregister(final String key);
-  private final ServiceAnnouncer serviceAnnouncer;
-  private final ConcurrentMap<String, ChatHandler> handlers;
 
-  public ChatHandlerProvider(
+  public Optional<ChatHandler> get(final String key);
-      ChatHandlerProviderConfig config,
-      ServiceAnnouncer serviceAnnouncer
-  )
-  {
-    this.config = config;
-    this.serviceAnnouncer = serviceAnnouncer;
-    this.handlers = Maps.newConcurrentMap();
-  }
-
-  public void register(final String key, ChatHandler handler)
-  {
-    final String service = serviceName(key);
-    log.info("Registering Eventhandler: %s", key);
-
-    if (handlers.putIfAbsent(key, handler) != null) {
-      throw new ISE("handler already registered for key: %s", key);
-    }
-
-    try {
-      serviceAnnouncer.announce(service);
-    }
-    catch (Exception e) {
-      log.warn(e, "Failed to register service: %s", service);
-      handlers.remove(key, handler);
-    }
-  }
-
-  public void unregister(final String key)
-  {
-    final String service = serviceName(key);
-
-    log.info("Unregistering chat handler: %s", key);
-
-    final ChatHandler handler = handlers.get(key);
-    if (handler == null) {
-      log.warn("handler not currently registered, ignoring: %s", key);
-    }
-
-    try {
-      serviceAnnouncer.unannounce(service);
-    }
-    catch (Exception e) {
-      log.warn(e, "Failed to unregister service: %s", service);
-    }
-
-    handlers.remove(key, handler);
-  }
-
-  public Optional<ChatHandler> get(final String key)
-  {
-    return Optional.fromNullable(handlers.get(key));
-  }
-
-  private String serviceName(String key)
-  {
-    return String.format(config.getServiceFormat(), key);
-  }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/common/index/EventReceiverFirehoseFactory.java

@@ -1,3 +1,22 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012  Metamarkets Group Inc.
+ *
+ * This program is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU General Public License
+ * as published by the Free Software Foundation; either version 2
+ * of the License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
+ */
+
 package com.metamx.druid.indexing.common.index;
 
 import com.fasterxml.jackson.annotation.JacksonInject;
@@ -30,7 +49,7 @@ import java.util.concurrent.TimeUnit;
 
 /**
  * Builds firehoses that accept events through the {@link EventReceiver} interface. Can also register these
- * firehoses with an {@link ChatHandlerProvider}.
+ * firehoses with an {@link EventReceivingChatHandlerProvider}.
  */
 @JsonTypeName("receiver")
 public class EventReceiverFirehoseFactory implements FirehoseFactory
@@ -41,14 +60,14 @@ public class EventReceiverFirehoseFactory implements FirehoseFactory
   private final String firehoseId;
   private final int bufferSize;
   private final MapInputRowParser parser;
-  private final Optional<ChatHandlerProvider> chatHandlerProvider;
+  private final Optional<EventReceivingChatHandlerProvider> chatHandlerProvider;
 
   @JsonCreator
   public EventReceiverFirehoseFactory(
       @JsonProperty("firehoseId") String firehoseId,
       @JsonProperty("bufferSize") Integer bufferSize,
       @JsonProperty("parser") MapInputRowParser parser,
-      @JacksonInject("chatHandlerProvider") ChatHandlerProvider chatHandlerProvider
+      @JacksonInject("chatHandlerProvider") EventReceivingChatHandlerProvider chatHandlerProvider
   )
   {
     this.firehoseId = Preconditions.checkNotNull(firehoseId, "firehoseId");

indexing-service/src/main/java/com/metamx/druid/indexing/common/index/EventReceivingChatHandlerProvider.java

@@ -0,0 +1,105 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012  Metamarkets Group Inc.
+ *
+ * This program is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU General Public License
+ * as published by the Free Software Foundation; either version 2
+ * of the License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
+ */
+
+package com.metamx.druid.indexing.common.index;
+
+import com.google.common.base.Optional;
+import com.google.common.collect.Maps;
+import com.metamx.common.ISE;
+import com.metamx.common.logger.Logger;
+import com.metamx.druid.curator.discovery.ServiceAnnouncer;
+import com.metamx.druid.indexing.worker.config.ChatHandlerProviderConfig;
+
+import java.util.concurrent.ConcurrentMap;
+
+/**
+ * Provides a way for the outside world to talk to objects in the indexing service. The {@link #get(String)} method
+ * allows anyone with a reference to this object to obtain a particular {@link ChatHandler}. An embedded
+ * {@link ServiceAnnouncer} will be used to advertise handlers on this host.
+ */
+public class EventReceivingChatHandlerProvider implements ChatHandlerProvider
+{
+  private static final Logger log = new Logger(EventReceivingChatHandlerProvider.class);
+
+  private final ChatHandlerProviderConfig config;
+  private final ServiceAnnouncer serviceAnnouncer;
+  private final ConcurrentMap<String, ChatHandler> handlers;
+
+  public EventReceivingChatHandlerProvider(
+      ChatHandlerProviderConfig config,
+      ServiceAnnouncer serviceAnnouncer
+  )
+  {
+    this.config = config;
+    this.serviceAnnouncer = serviceAnnouncer;
+    this.handlers = Maps.newConcurrentMap();
+  }
+
+  @Override
+  public void register(final String key, ChatHandler handler)
+  {
+    final String service = serviceName(key);
+    log.info("Registering Eventhandler: %s", key);
+
+    if (handlers.putIfAbsent(key, handler) != null) {
+      throw new ISE("handler already registered for key: %s", key);
+    }
+
+    try {
+      serviceAnnouncer.announce(service);
+    }
+    catch (Exception e) {
+      log.warn(e, "Failed to register service: %s", service);
+      handlers.remove(key, handler);
+    }
+  }
+
+  @Override
+  public void unregister(final String key)
+  {
+    final String service = serviceName(key);
+
+    log.info("Unregistering chat handler: %s", key);
+
+    final ChatHandler handler = handlers.get(key);
+    if (handler == null) {
+      log.warn("handler not currently registered, ignoring: %s", key);
+    }
+
+    try {
+      serviceAnnouncer.unannounce(service);
+    }
+    catch (Exception e) {
+      log.warn(e, "Failed to unregister service: %s", service);
+    }
+
+    handlers.remove(key, handler);
+  }
+
+  @Override
+  public Optional<ChatHandler> get(final String key)
+  {
+    return Optional.fromNullable(handlers.get(key));
+  }
+
+  private String serviceName(String key)
+  {
+    return String.format(config.getServiceFormat(), key);
+  }
+}

indexing-service/src/main/java/com/metamx/druid/indexing/common/index/NoopChatHandlerProvider.java

@@ -0,0 +1,45 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012  Metamarkets Group Inc.
+ *
+ * This program is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU General Public License
+ * as published by the Free Software Foundation; either version 2
+ * of the License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
+ */
+
+package com.metamx.druid.indexing.common.index;
+
+import com.google.common.base.Optional;
+
+/**
+ */
+public class NoopChatHandlerProvider implements ChatHandlerProvider
+{
+  @Override
+  public void register(String key, ChatHandler handler)
+  {
+    // do nothing
+  }
+
+  @Override
+  public void unregister(String key)
+  {
+    // do nothing
+  }
+
+  @Override
+  public Optional<ChatHandler> get(String key)
+  {
+    return Optional.absent();
+  }
+}

indexing-service/src/main/java/com/metamx/druid/indexing/common/task/AbstractTask.java

@@ -43,7 +43,7 @@ public abstract class AbstractTask implements Task
   private final String groupId;
 
   @JsonIgnore
-  private final String availabilityGroup;
+  private final TaskResource taskResource;
 
   @JsonIgnore
   private final String dataSource;
@@ -53,23 +53,23 @@ public abstract class AbstractTask implements Task
 
   protected AbstractTask(String id, String dataSource, Interval interval)
   {
-    this(id, id, id, dataSource, interval);
+    this(id, id, new TaskResource(id, 1), dataSource, interval);
   }
 
   protected AbstractTask(String id, String groupId, String dataSource, Interval interval)
   {
     this.id = Preconditions.checkNotNull(id, "id");
     this.groupId = Preconditions.checkNotNull(groupId, "groupId");
-    this.availabilityGroup = id;
+    this.taskResource = new TaskResource(id, 1);
     this.dataSource = Preconditions.checkNotNull(dataSource, "dataSource");
     this.interval = Optional.fromNullable(interval);
   }
 
-  protected AbstractTask(String id, String groupId, String availabilityGroup, String dataSource, Interval interval)
+  protected AbstractTask(String id, String groupId, TaskResource taskResource, String dataSource, Interval interval)
   {
     this.id = Preconditions.checkNotNull(id, "id");
     this.groupId = Preconditions.checkNotNull(groupId, "groupId");
-    this.availabilityGroup = Preconditions.checkNotNull(availabilityGroup, "availabilityGroup");
+    this.taskResource = Preconditions.checkNotNull(taskResource, "taskResource");
     this.dataSource = Preconditions.checkNotNull(dataSource, "dataSource");
     this.interval = Optional.fromNullable(interval);
   }
@@ -90,9 +90,9 @@ public abstract class AbstractTask implements Task
 
   @JsonProperty
   @Override
-  public String getAvailabilityGroup()
+  public TaskResource getTaskResource()
   {
-    return availabilityGroup;
+    return taskResource;
   }
 
   @Override
@@ -127,12 +127,6 @@ public abstract class AbstractTask implements Task
     return TaskStatus.running(id);
   }
 
-  @Override
-  public void shutdown()
-  {
-    // Do nothing.
-  }
-
   @Override
   public String toString()
   {
@@ -172,19 +166,16 @@ public abstract class AbstractTask implements Task
 
     AbstractTask that = (AbstractTask) o;
 
-    if (dataSource != null ? !dataSource.equals(that.dataSource) : that.dataSource != null) {
+    if (!id.equals(that.id)) {
-      return false;
-    }
-    if (groupId != null ? !groupId.equals(that.groupId) : that.groupId != null) {
-      return false;
-    }
-    if (id != null ? !id.equals(that.id) : that.id != null) {
-      return false;
-    }
-    if (interval != null ? !interval.equals(that.interval) : that.interval != null) {
       return false;
     }
 
     return true;
   }
+
+  @Override
+  public int hashCode()
+  {
+    return id.hashCode();
+  }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/common/task/IndexDeterminePartitionsTask.java

@@ -88,7 +88,6 @@ public class IndexDeterminePartitionsTask extends AbstractTask
     super(
         id != null ? id : makeTaskId(groupId, interval.getStart(), interval.getEnd()),
         groupId,
-        makeTaskId(groupId, interval.getStart(), interval.getEnd()),
         schema.getDataSource(),
         Preconditions.checkNotNull(interval, "interval")
     );

indexing-service/src/main/java/com/metamx/druid/indexing/common/task/RealtimeIndexTask.java

@@ -23,6 +23,7 @@ import com.fasterxml.jackson.annotation.JsonCreator;
 import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import com.google.common.base.Throwables;
+import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
 import com.google.common.io.Closeables;
 import com.metamx.common.exception.FormattedException;
@@ -41,15 +42,18 @@ import com.metamx.druid.input.InputRow;
 import com.metamx.druid.query.FinalizeResultsQueryRunner;
 import com.metamx.druid.query.QueryRunner;
 import com.metamx.druid.query.QueryRunnerFactory;
+import com.metamx.druid.query.QueryRunnerFactoryConglomerate;
 import com.metamx.druid.query.QueryToolChest;
+import com.metamx.druid.realtime.FireDepartment;
 import com.metamx.druid.realtime.FireDepartmentConfig;
-import com.metamx.druid.realtime.FireDepartmentMetrics;
+import com.metamx.druid.realtime.RealtimeMetricsMonitor;
 import com.metamx.druid.realtime.Schema;
 import com.metamx.druid.realtime.SegmentPublisher;
+import com.metamx.druid.realtime.firehose.Firehose;
 import com.metamx.druid.realtime.firehose.FirehoseFactory;
-import com.metamx.druid.realtime.firehose.GracefulShutdownFirehose;
 import com.metamx.druid.realtime.plumber.Plumber;
 import com.metamx.druid.realtime.plumber.RealtimePlumberSchool;
+import com.metamx.druid.realtime.plumber.RejectionPolicyFactory;
 import com.metamx.druid.realtime.plumber.Sink;
 import com.metamx.druid.realtime.plumber.VersioningPolicy;
 import com.metamx.emitter.EmittingLogger;
@@ -87,43 +91,44 @@ public class RealtimeIndexTask extends AbstractTask
   @JsonIgnore
   private final IndexGranularity segmentGranularity;
 
+  @JsonIgnore
+  private final RejectionPolicyFactory rejectionPolicyFactory;
+
   @JsonIgnore
   private volatile Plumber plumber = null;
 
   @JsonIgnore
-  private volatile TaskToolbox toolbox = null;
+  private volatile QueryRunnerFactoryConglomerate queryRunnerFactoryConglomerate = null;
-
-  @JsonIgnore
-  private volatile GracefulShutdownFirehose firehose = null;
-
-  @JsonIgnore
-  private final Object lock = new Object();
-
-  @JsonIgnore
-  private volatile boolean shutdown = false;
 
   @JsonCreator
   public RealtimeIndexTask(
       @JsonProperty("id") String id,
-      @JsonProperty("availabilityGroup") String availabilityGroup,
+      @JsonProperty("resource") TaskResource taskResource,
       @JsonProperty("schema") Schema schema,
       @JsonProperty("firehose") FirehoseFactory firehoseFactory,
       @JsonProperty("fireDepartmentConfig") FireDepartmentConfig fireDepartmentConfig,
       @JsonProperty("windowPeriod") Period windowPeriod,
-      @JsonProperty("segmentGranularity") IndexGranularity segmentGranularity
+      @JsonProperty("segmentGranularity") IndexGranularity segmentGranularity,
+      @JsonProperty("rejectionPolicy") RejectionPolicyFactory rejectionPolicyFactory
   )
   {
     super(
-        id != null
+        id == null
-        ? id
+        ? makeTaskId(schema.getDataSource(), schema.getShardSpec().getPartitionNum(), new DateTime().toString())
-        : makeTaskId(schema.getDataSource(), schema.getShardSpec().getPartitionNum(), new DateTime().toString()),
+        :id,
         String.format(
             "index_realtime_%s",
             schema.getDataSource()
         ),
-        availabilityGroup != null
+        taskResource == null
-        ? availabilityGroup
+        ? new TaskResource(
-        : makeTaskId(schema.getDataSource(), schema.getShardSpec().getPartitionNum(), new DateTime().toString()),
+            makeTaskId(
+                schema.getDataSource(),
+                schema.getShardSpec().getPartitionNum(),
+                new DateTime().toString()
+            ), 1
+        )
+        : taskResource,
         schema.getDataSource(),
         null
     );
@@ -133,6 +138,7 @@ public class RealtimeIndexTask extends AbstractTask
     this.fireDepartmentConfig = fireDepartmentConfig;
     this.windowPeriod = windowPeriod;
     this.segmentGranularity = segmentGranularity;
+    this.rejectionPolicyFactory = rejectionPolicyFactory;
   }
 
   @Override
@@ -151,7 +157,7 @@ public class RealtimeIndexTask extends AbstractTask
   public <T> QueryRunner<T> getQueryRunner(Query<T> query)
   {
     if (plumber != null) {
-      QueryRunnerFactory<T, Query<T>> factory = toolbox.getQueryRunnerFactoryConglomerate().findFactory(query);
+      QueryRunnerFactory<T, Query<T>> factory = queryRunnerFactoryConglomerate.findFactory(query);
       QueryToolChest<T, Query<T>> toolChest = factory.getToolchest();
 
       return new FinalizeResultsQueryRunner<T>(plumber.getQueryRunner(query), toolChest);
@@ -175,21 +181,9 @@ public class RealtimeIndexTask extends AbstractTask
 
     boolean normalExit = true;
 
-    final FireDepartmentMetrics metrics = new FireDepartmentMetrics();
+    // Set up firehose
     final Period intermediatePersistPeriod = fireDepartmentConfig.getIntermediatePersistPeriod();
-
+    final Firehose firehose = firehoseFactory.connect();
-    synchronized (lock) {
-      if (shutdown) {
-        return TaskStatus.success(getId());
-      }
-
-      log.info(
-          "Wrapping firehose in GracefulShutdownFirehose with segmentGranularity[%s] and windowPeriod[%s]",
-          segmentGranularity,
-          windowPeriod
-      );
-      firehose = new GracefulShutdownFirehose(firehoseFactory.connect(), segmentGranularity, windowPeriod);
-    }
 
     // It would be nice to get the PlumberSchool in the constructor.  Although that will need jackson injectables for
     // stuff like the ServerView, which seems kind of odd?  Perhaps revisit this when Guice has been introduced.
@@ -286,12 +280,22 @@ public class RealtimeIndexTask extends AbstractTask
     realtimePlumberSchool.setServerView(toolbox.getNewSegmentServerView());
     realtimePlumberSchool.setServiceEmitter(toolbox.getEmitter());
 
-    this.toolbox = toolbox;
+    if (this.rejectionPolicyFactory != null) {
-    this.plumber = realtimePlumberSchool.findPlumber(schema, metrics);
+      realtimePlumberSchool.setRejectionPolicyFactory(rejectionPolicyFactory);
+    }
+
+    final FireDepartment fireDepartment = new FireDepartment(schema, fireDepartmentConfig, null, null);
+    final RealtimeMetricsMonitor metricsMonitor = new RealtimeMetricsMonitor(ImmutableList.of(fireDepartment));
+    this.queryRunnerFactoryConglomerate = toolbox.getQueryRunnerFactoryConglomerate();
+    this.plumber = realtimePlumberSchool.findPlumber(schema, fireDepartment.getMetrics());
 
     try {
       plumber.startJob();
 
+      // Set up metrics emission
+      toolbox.getMonitorScheduler().addMonitor(metricsMonitor);
+
+      // Time to read data!
       long nextFlush = new DateTime().plus(intermediatePersistPeriod).getMillis();
       while (firehose.hasMore()) {
         final InputRow inputRow;
@@ -303,7 +307,7 @@ public class RealtimeIndexTask extends AbstractTask
 
           final Sink sink = plumber.getSink(inputRow.getTimestampFromEpoch());
           if (sink == null) {
-            metrics.incrementThrownAway();
+            fireDepartment.getMetrics().incrementThrownAway();
             log.debug("Throwing away event[%s]", inputRow);
 
             if (System.currentTimeMillis() > nextFlush) {
@@ -319,7 +323,7 @@ public class RealtimeIndexTask extends AbstractTask
           }
 
           int currCount = sink.add(inputRow);
-          metrics.incrementProcessed();
+          fireDepartment.getMetrics().incrementProcessed();
           if (currCount >= fireDepartmentConfig.getMaxRowsInMemory() || System.currentTimeMillis() > nextFlush) {
             plumber.persist(firehose.commit());
             nextFlush = new DateTime().plus(intermediatePersistPeriod).getMillis();
@@ -327,7 +331,7 @@ public class RealtimeIndexTask extends AbstractTask
         }
         catch (FormattedException e) {
           log.warn(e, "unparseable line");
-          metrics.incrementUnparseable();
+          fireDepartment.getMetrics().incrementUnparseable();
         }
       }
     }
@@ -348,6 +352,7 @@ public class RealtimeIndexTask extends AbstractTask
         }
         finally {
           Closeables.closeQuietly(firehose);
+          toolbox.getMonitorScheduler().removeMonitor(metricsMonitor);
         }
       }
     }
@@ -355,22 +360,6 @@ public class RealtimeIndexTask extends AbstractTask
     return TaskStatus.success(getId());
   }
 
-  @Override
-  public void shutdown()
-  {
-    try {
-      synchronized (lock) {
-        shutdown = true;
-        if (firehose != null) {
-          firehose.shutdown();
-        }
-      }
-    }
-    catch (IOException e) {
-      throw Throwables.propagate(e);
-    }
-  }
-
   @JsonProperty
   public Schema getSchema()
   {
@@ -401,6 +390,12 @@ public class RealtimeIndexTask extends AbstractTask
     return segmentGranularity;
   }
 
+  @JsonProperty("rejectionPolicy")
+  public RejectionPolicyFactory getRejectionPolicyFactory()
+  {
+    return rejectionPolicyFactory;
+  }
+
   public static class TaskActionSegmentPublisher implements SegmentPublisher
   {
     final Task task;

indexing-service/src/main/java/com/metamx/druid/indexing/common/task/Task.java

@@ -72,11 +72,10 @@ public interface Task
   public String getGroupId();
 
   /**
-   * Returns availability group ID of this task. Tasks the same availability group cannot be assigned to the same
+   * Returns a {@link com.metamx.druid.indexing.common.task.TaskResource} for this task. Task resources define specific
-   * worker. If tasks do not have this restriction, a common convention is to set the availability group ID to the
+   * worker requirements a task may require.
-   * task ID.
    */
-  public String getAvailabilityGroup();
+  public TaskResource getTaskResource();
 
   /**
    * Returns a descriptive label for this task type. Used for metrics emission and logging.
@@ -134,10 +133,4 @@ public interface Task
    * @throws Exception
    */
   public TaskStatus run(TaskToolbox toolbox) throws Exception;
-
-  /**
-   * Best-effort task cancellation. May or may not do anything. Calling this multiple times may have
-   * a stronger effect.
-   */
-  public void shutdown();
 }

indexing-service/src/main/java/com/metamx/druid/indexing/common/task/TaskResource.java

@@ -0,0 +1,52 @@
+package com.metamx.druid.indexing.common.task;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+
+/**
+ */
+public class TaskResource
+{
+  private final String availabilityGroup;
+  private final int requiredCapacity;
+
+  @JsonCreator
+  public TaskResource(
+      @JsonProperty("availabilityGroup") String availabilityGroup,
+      @JsonProperty("requiredCapacity") int requiredCapacity
+  )
+  {
+    this.availabilityGroup = availabilityGroup;
+    this.requiredCapacity = requiredCapacity;
+  }
+
+  /**
+   * Returns availability group ID of this task. Tasks the same availability group cannot be assigned to the same
+   * worker. If tasks do not have this restriction, a common convention is to set the availability group ID to the
+   * task ID.
+   */
+  @JsonProperty
+  public String getAvailabilityGroup()
+  {
+    return availabilityGroup;
+  }
+
+
+  /**
+   * Returns the number of worker slots this task will take.
+   */
+  @JsonProperty
+  public int getRequiredCapacity()
+  {
+    return requiredCapacity;
+  }
+
+  @Override
+  public String toString()
+  {
+    return "TaskResource{" +
+           "availabilityGroup='" + availabilityGroup + '\'' +
+           ", requiredCapacity=" + requiredCapacity +
+           '}';
+  }
+}

indexing-service/src/main/java/com/metamx/druid/indexing/common/task/VersionConverterTask.java

@@ -104,7 +104,7 @@ public class VersionConverterTask extends AbstractTask
       DataSegment segment
   )
   {
-    super(id, groupId, id, dataSource, interval);
+    super(id, groupId, dataSource, interval);
 
     this.segment = segment;
   }
@@ -205,13 +205,6 @@ public class VersionConverterTask extends AbstractTask
               segment.getShardSpec().getPartitionNum()
           ),
           groupId,
-          joinId(
-              groupId,
-              "sub",
-              segment.getInterval().getStart(),
-              segment.getInterval().getEnd(),
-              segment.getShardSpec().getPartitionNum()
-          ),
           segment.getDataSource(),
           segment.getInterval()
       );

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/ForkingTaskRunner.java

@@ -32,6 +32,7 @@ import com.google.common.collect.Lists;
 import com.google.common.collect.Maps;
 import com.google.common.io.ByteStreams;
 import com.google.common.io.Closeables;
+import com.google.common.io.Closer;
 import com.google.common.io.Files;
 import com.google.common.io.InputSupplier;
 import com.google.common.util.concurrent.ListenableFuture;
@@ -48,6 +49,7 @@ import com.metamx.druid.indexing.worker.executor.ExecutorMain;
 import com.metamx.emitter.EmittingLogger;
 import org.apache.commons.io.FileUtils;
 
+import java.io.Closeable;
 import java.io.File;
 import java.io.IOException;
 import java.io.InputStream;
@@ -94,6 +96,12 @@ public class ForkingTaskRunner implements TaskRunner, TaskLogProvider
     this.jsonMapper = jsonMapper;
   }
 
+  @Override
+  public void bootstrap(List<Task> tasks)
+  {
+    // do nothing
+  }
+
   @Override
   public ListenableFuture<TaskStatus> run(final Task task)
   {
@@ -114,6 +122,8 @@ public class ForkingTaskRunner implements TaskRunner, TaskLogProvider
 
                         final ProcessHolder processHolder;
 
+                        try {
+                          final Closer closer = Closer.create();
                           try {
                             if (!attemptDir.mkdirs()) {
                               throw new IOException(String.format("Could not create directories: %s", attemptDir));
@@ -203,33 +213,24 @@ public class ForkingTaskRunner implements TaskRunner, TaskLogProvider
                               );
 
                               processHolder = taskInfo.processHolder;
+                              processHolder.registerWithCloser(closer);
                             }
 
                             log.info("Logging task %s output to: %s", task.getId(), logFile);
 
-                          final OutputStream toProc = processHolder.process.getOutputStream();
                             final InputStream fromProc = processHolder.process.getInputStream();
-                          final OutputStream toLogfile = Files.newOutputStreamSupplier(logFile).getOutput();
+                            final OutputStream toLogfile = closer.register(
+                                Files.newOutputStreamSupplier(logFile).getOutput()
+                            );
 
-                          boolean runFailed = false;
+                            boolean runFailed = true;
 
-                          try {
                             ByteStreams.copy(fromProc, toLogfile);
                             final int statusCode = processHolder.process.waitFor();
                             log.info("Process exited with status[%d] for task: %s", statusCode, task.getId());
 
-                            if (statusCode != 0) {
+                            if (statusCode == 0) {
-                              runFailed = true;
+                              runFailed = false;
-                            }
-                          }
-                          catch (Exception e) {
-                            log.warn(e, "Failed to read from process for task: %s", task.getId());
-                            runFailed = true;
-                          }
-                          finally {
-                            Closeables.closeQuietly(fromProc);
-                            Closeables.closeQuietly(toLogfile);
-                            Closeables.closeQuietly(toProc);
                             }
 
                             // Upload task logs
@@ -247,6 +248,11 @@ public class ForkingTaskRunner implements TaskRunner, TaskLogProvider
                               // Process exited unsuccessfully
                               return TaskStatus.failure(task.getId());
                             }
+                          } catch (Throwable t) {
+                            throw closer.rethrow(t);
+                          } finally {
+                            closer.close();
+                          }
                         }
                         catch (Exception e) {
                           log.info(e, "Exception caught during execution");
@@ -311,33 +317,11 @@ public class ForkingTaskRunner implements TaskRunner, TaskLogProvider
     }
 
     if (taskInfo.processHolder != null) {
-      final int shutdowns = taskInfo.processHolder.shutdowns.getAndIncrement();
-      if (shutdowns == 0) {
-        log.info("Attempting to gracefully shutdown task: %s", taskid);
-        try {
-          // This is gross, but it may still be nicer than talking to the forked JVM via HTTP.
-          final OutputStream out = taskInfo.processHolder.process.getOutputStream();
-          out.write(
-              jsonMapper.writeValueAsBytes(
-                  ImmutableMap.of(
-                      "shutdown",
-                      "now"
-                  )
-              )
-          );
-          out.write('\n');
-          out.flush();
-        }
-        catch (IOException e) {
-          throw Throwables.propagate(e);
-        }
-      } else {
       // Will trigger normal failure mechanisms due to process exit
       log.info("Killing process for task: %s", taskid);
       taskInfo.processHolder.process.destroy();
     }
   }
-  }
 
   @Override
   public Collection<TaskRunnerWorkItem> getRunningTasks()
@@ -429,7 +413,6 @@ public class ForkingTaskRunner implements TaskRunner, TaskLogProvider
     private final Process process;
     private final File logFile;
     private final int port;
-    private final AtomicInteger shutdowns = new AtomicInteger(0);
 
     private ProcessHolder(Process process, File logFile, int port)
     {
@@ -437,5 +420,11 @@ public class ForkingTaskRunner implements TaskRunner, TaskLogProvider
       this.logFile = logFile;
       this.port = port;
     }
+
+    private void registerWithCloser(Closer closer)
+    {
+      closer.register(process.getInputStream());
+      closer.register(process.getOutputStream());
+    }
   }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/RemoteTaskRunner.java

@@ -24,22 +24,18 @@ import com.google.common.base.Charsets;
 import com.google.common.base.Joiner;
 import com.google.common.base.Optional;
 import com.google.common.base.Preconditions;
-import com.google.common.base.Predicate;
 import com.google.common.base.Stopwatch;
 import com.google.common.base.Throwables;
 import com.google.common.collect.Lists;
-import com.google.common.collect.MinMaxPriorityQueue;
 import com.google.common.collect.Sets;
 import com.google.common.io.InputSupplier;
 import com.google.common.primitives.Ints;
 import com.google.common.util.concurrent.ListenableFuture;
 import com.google.common.util.concurrent.SettableFuture;
 import com.metamx.common.ISE;
-import com.metamx.common.guava.FunctionalIterable;
 import com.metamx.common.lifecycle.LifecycleStart;
 import com.metamx.common.lifecycle.LifecycleStop;
-import com.metamx.druid.indexing.common.RetryPolicy;
+import com.metamx.druid.curator.cache.PathChildrenCacheFactory;
-import com.metamx.druid.indexing.common.RetryPolicyFactory;
 import com.metamx.druid.indexing.common.TaskStatus;
 import com.metamx.druid.indexing.common.task.Task;
 import com.metamx.druid.indexing.common.tasklogs.TaskLogProvider;
@@ -49,15 +45,17 @@ import com.metamx.druid.indexing.worker.Worker;
 import com.metamx.emitter.EmittingLogger;
 import com.metamx.http.client.HttpClient;
 import com.metamx.http.client.response.InputStreamResponseHandler;
-import com.metamx.http.client.response.ToStringResponseHandler;
+import com.metamx.http.client.response.StatusResponseHandler;
+import com.metamx.http.client.response.StatusResponseHolder;
 import org.apache.curator.framework.CuratorFramework;
+import org.apache.curator.framework.recipes.cache.ChildData;
 import org.apache.curator.framework.recipes.cache.PathChildrenCache;
 import org.apache.curator.framework.recipes.cache.PathChildrenCacheEvent;
 import org.apache.curator.framework.recipes.cache.PathChildrenCacheListener;
 import org.apache.curator.utils.ZKPaths;
 import org.apache.zookeeper.CreateMode;
+import org.jboss.netty.handler.codec.http.HttpResponseStatus;
 import org.joda.time.DateTime;
-import org.joda.time.Duration;
 
 import java.io.IOException;
 import java.io.InputStream;
@@ -68,54 +66,50 @@ import java.util.Comparator;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
+import java.util.TreeSet;
 import java.util.concurrent.Callable;
 import java.util.concurrent.ConcurrentHashMap;
-import java.util.concurrent.ConcurrentSkipListSet;
 import java.util.concurrent.ExecutionException;
 import java.util.concurrent.ExecutorService;
 import java.util.concurrent.Executors;
-import java.util.concurrent.ScheduledExecutorService;
 import java.util.concurrent.TimeUnit;
 import java.util.concurrent.atomic.AtomicReference;
 
 /**
- * The RemoteTaskRunner's primary responsibility is to assign tasks to worker nodes and manage retries in failure
+ * The RemoteTaskRunner's primary responsibility is to assign tasks to worker nodes.
- * scenarios. The RemoteTaskRunner keeps track of which workers are running which tasks and manages coordinator and
+ * The RemoteTaskRunner uses Zookeeper to keep track of which workers are running which tasks. Tasks are assigned by
- * worker interactions over Zookeeper. The RemoteTaskRunner is event driven and updates state according to ephemeral
+ * creating ephemeral nodes in ZK that workers must remove. Workers announce the statuses of the tasks they are running.
- * node changes in ZK.
+ * Once a task completes, it is up to the RTR to remove the task status and run any necessary cleanup.
+ * The RemoteTaskRunner is event driven and updates state according to ephemeral node changes in ZK.
  * <p/>
  * The RemoteTaskRunner will assign tasks to a node until the node hits capacity. At that point, task assignment will
  * fail. The RemoteTaskRunner depends on another component to create additional worker resources.
  * For example, {@link com.metamx.druid.indexing.coordinator.scaling.ResourceManagementScheduler} can take care of these duties.
  * <p/>
- * If a worker node becomes inexplicably disconnected from Zk, the RemoteTaskRunner will automatically retry any tasks
+ * If a worker node becomes inexplicably disconnected from Zk, the RemoteTaskRunner will fail any tasks associated with the worker.
- * that were associated with the node.
  * <p/>
  * The RemoteTaskRunner uses ZK for job management and assignment and http for IPC messages.
  */
 public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
 {
   private static final EmittingLogger log = new EmittingLogger(RemoteTaskRunner.class);
-  private static final ToStringResponseHandler STRING_RESPONSE_HANDLER = new ToStringResponseHandler(Charsets.UTF_8);
+  private static final StatusResponseHandler RESPONSE_HANDLER = new StatusResponseHandler(Charsets.UTF_8);
   private static final Joiner JOINER = Joiner.on("/");
 
   private final ObjectMapper jsonMapper;
   private final RemoteTaskRunnerConfig config;
   private final CuratorFramework cf;
+  private final PathChildrenCacheFactory pathChildrenCacheFactory;
   private final PathChildrenCache workerPathCache;
-  private final ScheduledExecutorService scheduledExec;
-  private final RetryPolicyFactory retryPolicyFactory;
   private final AtomicReference<WorkerSetupData> workerSetupData;
   private final HttpClient httpClient;
 
   // all workers that exist in ZK
   private final Map<String, ZkWorker> zkWorkers = new ConcurrentHashMap<String, ZkWorker>();
   // all tasks that have been assigned to a worker
-  private final TaskRunnerWorkQueue runningTasks = new TaskRunnerWorkQueue();
+  private final RemoteTaskRunnerWorkQueue runningTasks = new RemoteTaskRunnerWorkQueue();
   // tasks that have not yet run
-  private final TaskRunnerWorkQueue pendingTasks = new TaskRunnerWorkQueue();
+  private final RemoteTaskRunnerWorkQueue pendingTasks = new RemoteTaskRunnerWorkQueue();
-  // idempotent task retry
-  private final Set<String> tasksToRetry = new ConcurrentSkipListSet<String>();
 
   private final ExecutorService runPendingTasksExec = Executors.newSingleThreadExecutor();
 
@@ -127,9 +121,7 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
       ObjectMapper jsonMapper,
       RemoteTaskRunnerConfig config,
       CuratorFramework cf,
-      PathChildrenCache workerPathCache,
+      PathChildrenCacheFactory pathChildrenCacheFactory,
-      ScheduledExecutorService scheduledExec,
-      RetryPolicyFactory retryPolicyFactory,
       AtomicReference<WorkerSetupData> workerSetupData,
       HttpClient httpClient
   )
@@ -137,9 +129,8 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
     this.jsonMapper = jsonMapper;
     this.config = config;
     this.cf = cf;
-    this.workerPathCache = workerPathCache;
+    this.pathChildrenCacheFactory = pathChildrenCacheFactory;
-    this.scheduledExec = scheduledExec;
+    this.workerPathCache = pathChildrenCacheFactory.make(cf, config.getIndexerAnnouncementPath());
-    this.retryPolicyFactory = retryPolicyFactory;
     this.workerSetupData = workerSetupData;
     this.httpClient = httpClient;
   }
@@ -159,25 +150,37 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
             @Override
             public void childEvent(CuratorFramework client, final PathChildrenCacheEvent event) throws Exception
             {
-              if (event.getType().equals(PathChildrenCacheEvent.Type.CHILD_ADDED)) {
+              Worker worker;
-                final Worker worker = jsonMapper.readValue(
+              switch (event.getType()) {
+                case CHILD_ADDED:
+                  worker = jsonMapper.readValue(
                       event.getData().getData(),
                       Worker.class
                   );
-                log.info("Worker[%s] reportin' for duty!", worker.getHost());
+                  addWorker(worker, PathChildrenCache.StartMode.NORMAL);
-                addWorker(worker);
+                  break;
-              } else if (event.getType().equals(PathChildrenCacheEvent.Type.CHILD_REMOVED)) {
+                case CHILD_REMOVED:
-                final Worker worker = jsonMapper.readValue(
+                  worker = jsonMapper.readValue(
                       event.getData().getData(),
                       Worker.class
                   );
-                log.info("Kaboom! Worker[%s] removed!", worker.getHost());
                   removeWorker(worker);
+                  break;
+                default:
+                  break;
               }
             }
           }
       );
-      workerPathCache.start();
+      workerPathCache.start(PathChildrenCache.StartMode.BUILD_INITIAL_CACHE);
+
+      for (ChildData childData : workerPathCache.getCurrentData()) {
+        final Worker worker = jsonMapper.readValue(
+            childData.getData(),
+            Worker.class
+        );
+        addWorker(worker, PathChildrenCache.StartMode.BUILD_INITIAL_CACHE);
+      }
 
       started = true;
     }
@@ -197,6 +200,7 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
       for (ZkWorker zkWorker : zkWorkers.values()) {
         zkWorker.close();
       }
+      workerPathCache.close();
     }
     catch (Exception e) {
       throw Throwables.propagate(e);
@@ -213,13 +217,13 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
   }
 
   @Override
-  public Collection<TaskRunnerWorkItem> getRunningTasks()
+  public Collection<RemoteTaskRunnerWorkItem> getRunningTasks()
   {
     return runningTasks.values();
   }
 
   @Override
-  public Collection<TaskRunnerWorkItem> getPendingTasks()
+  public Collection<RemoteTaskRunnerWorkItem> getPendingTasks()
   {
     return pendingTasks.values();
   }
@@ -227,18 +231,46 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
   public ZkWorker findWorkerRunningTask(String taskId)
   {
     for (ZkWorker zkWorker : zkWorkers.values()) {
-      if (zkWorker.getRunningTasks().contains(taskId)) {
+      if (zkWorker.isRunningTask(taskId)) {
         return zkWorker;
       }
     }
     return null;
   }
 
-  public boolean isWorkerRunningTask(String workerHost, String taskId)
+  public boolean isWorkerRunningTask(Worker worker, Task task)
   {
-    ZkWorker zkWorker = zkWorkers.get(workerHost);
+    ZkWorker zkWorker = zkWorkers.get(worker.getHost());
 
-    return (zkWorker != null && zkWorker.getRunningTasks().contains(taskId));
+    return (zkWorker != null && zkWorker.isRunningTask(task.getId()));
+  }
+
+  @Override
+  public void bootstrap(List<Task> tasks)
+  {
+    try {
+      if (!started) {
+        throw new ISE("Must start RTR first before calling bootstrap!");
+      }
+
+      Set<String> existingTasks = Sets.newHashSet();
+      for (ZkWorker zkWorker : zkWorkers.values()) {
+        existingTasks.addAll(zkWorker.getRunningTasks().keySet());
+      }
+
+      for (Task task : tasks) {
+        if (existingTasks.contains(task.getId())) {
+          log.info("Bootstrap found %s running.", task.getId());
+          runningTasks.put(
+              task.getId(),
+              new RemoteTaskRunnerWorkItem(task, SettableFuture.<TaskStatus>create())
+          );
+        }
+      }
+    }
+    catch (Exception e) {
+      throw Throwables.propagate(e);
+    }
   }
 
   /**
@@ -249,11 +281,19 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
   @Override
   public ListenableFuture<TaskStatus> run(final Task task)
   {
-    if (runningTasks.containsKey(task.getId()) || pendingTasks.containsKey(task.getId())) {
+    RemoteTaskRunnerWorkItem runningTask = runningTasks.get(task.getId());
-      throw new ISE("Assigned a task[%s] that is already running or pending, WTF is happening?!", task.getId());
+    if (runningTask != null) {
+      log.info("Assigned a task[%s] that is already running, not doing anything", task.getId());
+      return runningTask.getResult();
     }
-    TaskRunnerWorkItem taskRunnerWorkItem = new TaskRunnerWorkItem(
+    RemoteTaskRunnerWorkItem pendingTask = pendingTasks.get(task.getId());
-        task, SettableFuture.<TaskStatus>create(), retryPolicyFactory.makeRetryPolicy(), new DateTime()
+    if (pendingTask != null) {
+      log.info("Assigned a task[%s] that is already pending, not doing anything", task.getId());
+      return pendingTask.getResult();
+    }
+    RemoteTaskRunnerWorkItem taskRunnerWorkItem = new RemoteTaskRunnerWorkItem(
+        task,
+        SettableFuture.<TaskStatus>create()
     );
     addPendingTask(taskRunnerWorkItem);
     return taskRunnerWorkItem.getResult();
@@ -262,7 +302,7 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
   /**
    * Finds the worker running the task and forwards the shutdown signal to the worker.
    *
-   * @param taskId
+   * @param taskId - task id to shutdown
    */
   @Override
   public void shutdown(String taskId)
@@ -275,39 +315,29 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
     final ZkWorker zkWorker = findWorkerRunningTask(taskId);
 
     if (zkWorker == null) {
-      // Would be nice to have an ability to shut down pending tasks
       log.info("Can't shutdown! No worker running task %s", taskId);
       return;
     }
 
-    final RetryPolicy shutdownRetryPolicy = retryPolicyFactory.makeRetryPolicy();
-    final URL url = workerURL(zkWorker.getWorker(), String.format("/task/%s/shutdown", taskId));
-
-    while (!shutdownRetryPolicy.hasExceededRetryThreshold()) {
     try {
-        final String response = httpClient.post(url)
+      final URL url = makeWorkerURL(zkWorker.getWorker(), String.format("/task/%s/shutdown", taskId));
-                                          .go(STRING_RESPONSE_HANDLER)
+      final StatusResponseHolder response = httpClient.post(url)
+                                                      .go(RESPONSE_HANDLER)
                                                       .get();
-        log.info("Sent shutdown message to worker: %s, response: %s", zkWorker.getWorker().getHost(), response);
 
-        return;
+      log.info(
+          "Sent shutdown message to worker: %s, status %s, response: %s",
+          zkWorker.getWorker().getHost(),
+          response.getStatus(),
+          response.getContent()
+      );
+
+      if (!response.getStatus().equals(HttpResponseStatus.ACCEPTED)) {
+        log.error("Shutdown failed for %s! Are you sure the task was running?", taskId);
+      }
     }
     catch (Exception e) {
-        log.error(e, "Exception shutting down taskId: %s", taskId);
-
-        if (shutdownRetryPolicy.hasExceededRetryThreshold()) {
       throw Throwables.propagate(e);
-        } else {
-          try {
-            final long sleepTime = shutdownRetryPolicy.getAndIncrementRetryDelay().getMillis();
-            log.info("Will try again in %s.", new Duration(sleepTime).toString());
-            Thread.sleep(sleepTime);
-          }
-          catch (InterruptedException e2) {
-            throw Throwables.propagate(e2);
-          }
-        }
-      }
     }
   }
 
@@ -321,7 +351,7 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
       return Optional.absent();
     } else {
       // Worker is still running this task
-      final URL url = workerURL(zkWorker.getWorker(), String.format("/task/%s/log?offset=%d", taskId, offset));
+      final URL url = makeWorkerURL(zkWorker.getWorker(), String.format("/task/%s/log?offset=%d", taskId, offset));
       return Optional.<InputSupplier<InputStream>>of(
           new InputSupplier<InputStream>()
           {
@@ -347,7 +377,7 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
     }
   }
 
-  private URL workerURL(Worker worker, String path)
+  private URL makeWorkerURL(Worker worker, String path)
   {
     Preconditions.checkArgument(path.startsWith("/"), "path must start with '/': %s", path);
 
@@ -361,10 +391,8 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
 
   /**
    * Adds a task to the pending queue
-   *
-   * @param taskRunnerWorkItem
    */
-  private void addPendingTask(final TaskRunnerWorkItem taskRunnerWorkItem)
+  private void addPendingTask(final RemoteTaskRunnerWorkItem taskRunnerWorkItem)
   {
     log.info("Added pending task %s", taskRunnerWorkItem.getTask().getId());
 
@@ -388,8 +416,8 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
             try {
               // make a copy of the pending tasks because assignTask may delete tasks from pending and move them
               // into running status
-              List<TaskRunnerWorkItem> copy = Lists.newArrayList(pendingTasks.values());
+              List<RemoteTaskRunnerWorkItem> copy = Lists.newArrayList(pendingTasks.values());
-              for (TaskRunnerWorkItem taskWrapper : copy) {
+              for (RemoteTaskRunnerWorkItem taskWrapper : copy) {
                 assignTask(taskWrapper);
               }
             }
@@ -403,42 +431,6 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
     );
   }
 
-  /**
-   * Retries a task by inserting it back into the pending queue after a given delay.
-   *
-   * @param taskRunnerWorkItem - the task to retry
-   */
-  private void retryTask(final TaskRunnerWorkItem taskRunnerWorkItem)
-  {
-    final String taskId = taskRunnerWorkItem.getTask().getId();
-
-    if (tasksToRetry.contains(taskId)) {
-      return;
-    }
-
-    tasksToRetry.add(taskId);
-
-    if (!taskRunnerWorkItem.getRetryPolicy().hasExceededRetryThreshold()) {
-      log.info("Retry scheduled in %s for %s", taskRunnerWorkItem.getRetryPolicy().getRetryDelay(), taskId);
-      scheduledExec.schedule(
-          new Runnable()
-          {
-            @Override
-            public void run()
-            {
-              runningTasks.remove(taskId);
-              tasksToRetry.remove(taskId);
-              addPendingTask(taskRunnerWorkItem);
-            }
-          },
-          taskRunnerWorkItem.getRetryPolicy().getAndIncrementRetryDelay().getMillis(),
-          TimeUnit.MILLISECONDS
-      );
-    } else {
-      log.makeAlert("Task exceeded retry threshold").addData("task", taskId).emit();
-    }
-  }
-
   /**
    * Removes a task from the running queue and clears out the ZK status path of the task.
    *
@@ -464,28 +456,25 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
    *
    * @param taskRunnerWorkItem - the task to assign
    */
-  private void assignTask(TaskRunnerWorkItem taskRunnerWorkItem)
+  private void assignTask(RemoteTaskRunnerWorkItem taskRunnerWorkItem)
   {
     try {
       final String taskId = taskRunnerWorkItem.getTask().getId();
-      ZkWorker zkWorker = findWorkerRunningTask(taskId);
 
-      // If a worker is already running this task, we don't need to announce it
+      if (runningTasks.containsKey(taskId) || findWorkerRunningTask(taskId) != null) {
-      if (zkWorker != null) {
+        log.info("Task[%s] already running.", taskId);
-        final Worker worker = zkWorker.getWorker();
-        log.info("Worker[%s] is already running task[%s].", worker.getHost(), taskId);
-        runningTasks.put(taskId, pendingTasks.remove(taskId));
-        log.info("Task %s switched from pending to running", taskId);
       } else {
         // Nothing running this task, announce it in ZK for a worker to run it
-        zkWorker = findWorkerForTask(taskRunnerWorkItem.getTask());
+        ZkWorker zkWorker = findWorkerForTask(taskRunnerWorkItem.getTask());
         if (zkWorker != null) {
           announceTask(zkWorker.getWorker(), taskRunnerWorkItem);
         }
       }
     }
     catch (Exception e) {
-      throw Throwables.propagate(e);
+      log.makeAlert("Exception while trying to run task")
+      .addData("taskId", taskRunnerWorkItem.getTask().getId())
+      .emit();
     }
   }
 
@@ -496,7 +485,7 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
    * @param theWorker          The worker the task is assigned to
    * @param taskRunnerWorkItem The task to be assigned
    */
-  private void announceTask(Worker theWorker, TaskRunnerWorkItem taskRunnerWorkItem) throws Exception
+  private void announceTask(Worker theWorker, RemoteTaskRunnerWorkItem taskRunnerWorkItem) throws Exception
   {
     final Task task = taskRunnerWorkItem.getTask();
 
@@ -525,7 +514,7 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
     Stopwatch timeoutStopwatch = new Stopwatch();
     timeoutStopwatch.start();
     synchronized (statusLock) {
-      while (!isWorkerRunningTask(theWorker.getHost(), task.getId())) {
+      while (!isWorkerRunningTask(theWorker, task)) {
         statusLock.wait(config.getTaskAssignmentTimeoutDuration().getMillis());
         if (timeoutStopwatch.elapsed(TimeUnit.MILLISECONDS) >= config.getTaskAssignmentTimeoutDuration().getMillis()) {
           log.error(
@@ -534,7 +523,8 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
               task.getId(),
               config.getTaskAssignmentTimeoutDuration()
           );
-          retryTask(runningTasks.get(task.getId()));
+
+          taskRunnerWorkItem.setResult(TaskStatus.failure(taskRunnerWorkItem.getTask().getId()));
           break;
         }
       }
@@ -548,11 +538,13 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
    *
    * @param worker - contains metadata for a worker that has appeared in ZK
    */
-  private void addWorker(final Worker worker)
+  private ZkWorker addWorker(final Worker worker, PathChildrenCache.StartMode startMode)
   {
+    log.info("Worker[%s] reportin' for duty!", worker.getHost());
+
     try {
       final String workerStatusPath = JOINER.join(config.getIndexerStatusPath(), worker.getHost());
-      final PathChildrenCache statusCache = new PathChildrenCache(cf, workerStatusPath, true);
+      final PathChildrenCache statusCache = pathChildrenCacheFactory.make(cf, workerStatusPath);
       final ZkWorker zkWorker = new ZkWorker(
           worker,
           statusCache,
@@ -560,43 +552,39 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
       );
 
       // Add status listener to the watcher for status changes
-      statusCache.getListenable().addListener(
+      zkWorker.addListener(
           new PathChildrenCacheListener()
           {
             @Override
             public void childEvent(CuratorFramework client, PathChildrenCacheEvent event) throws Exception
             {
+              String taskId;
+              RemoteTaskRunnerWorkItem taskRunnerWorkItem;
               synchronized (statusLock) {
                 try {
-                  if (event.getType().equals(PathChildrenCacheEvent.Type.CHILD_ADDED) ||
+                  switch (event.getType()) {
-                      event.getType().equals(PathChildrenCacheEvent.Type.CHILD_UPDATED)) {
+                    case CHILD_ADDED:
-                    final String taskId = ZKPaths.getNodeFromPath(event.getData().getPath());
+                    case CHILD_UPDATED:
+                      taskId = ZKPaths.getNodeFromPath(event.getData().getPath());
                       final TaskStatus taskStatus = jsonMapper.readValue(
                           event.getData().getData(), TaskStatus.class
                       );
 
-                    // This can fail if a worker writes a bogus status. Retry if so.
-                    if (!taskStatus.getId().equals(taskId)) {
-                      retryTask(runningTasks.get(taskId));
-                      return;
-                    }
-
                       log.info(
                           "Worker[%s] wrote %s status for task: %s",
-                        worker.getHost(),
+                          zkWorker.getWorker().getHost(),
                           taskStatus.getStatusCode(),
                           taskId
                       );
 
-
                       // Synchronizing state with ZK
                       statusLock.notify();
 
-                    final TaskRunnerWorkItem taskRunnerWorkItem = runningTasks.get(taskId);
+                      taskRunnerWorkItem = runningTasks.get(taskId);
                       if (taskRunnerWorkItem == null) {
                         log.warn(
                             "WTF?! Worker[%s] announcing a status for a task I didn't know about: %s",
-                          worker.getHost(),
+                            zkWorker.getWorker().getHost(),
                             taskId
                         );
                       }
@@ -611,21 +599,23 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
 
                         // Worker is done with this task
                         zkWorker.setLastCompletedTaskTime(new DateTime());
-                      cleanup(worker.getHost(), taskId);
+                        cleanup(zkWorker.getWorker().getHost(), taskId);
                         runPendingTasks();
                       }
-                  } else if (event.getType().equals(PathChildrenCacheEvent.Type.CHILD_REMOVED)) {
+                      break;
-                    final String taskId = ZKPaths.getNodeFromPath(event.getData().getPath());
+                    case CHILD_REMOVED:
-                    TaskRunnerWorkItem taskRunnerWorkItem = runningTasks.get(taskId);
+                      taskId = ZKPaths.getNodeFromPath(event.getData().getPath());
+                      taskRunnerWorkItem = runningTasks.get(taskId);
                       if (taskRunnerWorkItem != null) {
                         log.info("Task %s just disappeared!", taskId);
-                      retryTask(taskRunnerWorkItem);
+                        taskRunnerWorkItem.setResult(TaskStatus.failure(taskRunnerWorkItem.getTask().getId()));
                       }
+                      break;
                   }
                 }
                 catch (Exception e) {
                   log.makeAlert(e, "Failed to handle new worker status")
-                     .addData("worker", worker.getHost())
+                     .addData("worker", zkWorker.getWorker().getHost())
                      .addData("znode", event.getData().getPath())
                      .emit();
                 }
@@ -633,10 +623,13 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
             }
           }
       );
+
+      zkWorker.start(startMode);
       zkWorkers.put(worker.getHost(), zkWorker);
-      statusCache.start();
 
       runPendingTasks();
+
+      return zkWorker;
     }
     catch (Exception e) {
       throw Throwables.propagate(e);
@@ -652,38 +645,35 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
    */
   private void removeWorker(final Worker worker)
   {
+    log.info("Kaboom! Worker[%s] removed!", worker.getHost());
+
     ZkWorker zkWorker = zkWorkers.get(worker.getHost());
     if (zkWorker != null) {
       try {
-        Set<String> tasksToRetry = Sets.newHashSet(
+        for (String assignedTask : cf.getChildren()
-            cf.getChildren()
+                                     .forPath(JOINER.join(config.getIndexerTaskPath(), worker.getHost()))) {
-              .forPath(JOINER.join(config.getIndexerTaskPath(), worker.getHost()))
+          RemoteTaskRunnerWorkItem taskRunnerWorkItem = runningTasks.get(assignedTask);
-        );
-        tasksToRetry.addAll(
-            cf.getChildren()
-              .forPath(JOINER.join(config.getIndexerStatusPath(), worker.getHost()))
-        );
-        log.info("%s has %d tasks to retry", worker.getHost(), tasksToRetry.size());
-
-        for (String taskId : tasksToRetry) {
-          TaskRunnerWorkItem taskRunnerWorkItem = runningTasks.get(taskId);
           if (taskRunnerWorkItem != null) {
-            String taskPath = JOINER.join(config.getIndexerTaskPath(), worker.getHost(), taskId);
+            String taskPath = JOINER.join(config.getIndexerTaskPath(), worker.getHost(), assignedTask);
             if (cf.checkExists().forPath(taskPath) != null) {
               cf.delete().guaranteed().forPath(taskPath);
             }
-            retryTask(taskRunnerWorkItem);
+            taskRunnerWorkItem.setResult(TaskStatus.failure(taskRunnerWorkItem.getTask().getId()));
           } else {
-            log.warn("RemoteTaskRunner has no knowledge of task %s", taskId);
+            log.warn("RemoteTaskRunner has no knowledge of task %s", assignedTask);
           }
         }
-
-        zkWorker.close();
       }
       catch (Exception e) {
         throw Throwables.propagate(e);
       }
       finally {
+        try {
+          zkWorker.close();
+        }
+        catch (Exception e) {
+          log.error(e, "Exception closing worker %s!", worker.getHost());
+        }
         zkWorkers.remove(worker.getHost());
       }
     }
@@ -691,48 +681,33 @@ public class RemoteTaskRunner implements TaskRunner, TaskLogProvider
 
   private ZkWorker findWorkerForTask(final Task task)
   {
-    try {
+    TreeSet<ZkWorker> sortedWorkers = Sets.newTreeSet(
-      final MinMaxPriorityQueue<ZkWorker> workerQueue = MinMaxPriorityQueue.<ZkWorker>orderedBy(
         new Comparator<ZkWorker>()
         {
           @Override
-            public int compare(ZkWorker w1, ZkWorker w2)
+          public int compare(
-            {
+              ZkWorker zkWorker, ZkWorker zkWorker2
-              return -Ints.compare(w1.getRunningTasks().size(), w2.getRunningTasks().size());
-            }
-          }
-      ).create(
-          FunctionalIterable.create(zkWorkers.values()).filter(
-              new Predicate<ZkWorker>()
-              {
-                @Override
-                public boolean apply(ZkWorker input)
-                {
-                  for (String taskId : input.getRunningTasks()) {
-                    TaskRunnerWorkItem workerTask = runningTasks.get(taskId);
-                    if (workerTask != null && task.getAvailabilityGroup()
-                                                  .equalsIgnoreCase(workerTask.getTask().getAvailabilityGroup())) {
-                      return false;
-                    }
-                  }
-                  return (!input.isAtCapacity() &&
-                          input.getWorker()
-                               .getVersion()
-                               .compareTo(workerSetupData.get().getMinVersion()) >= 0);
-                }
-              }
           )
-      );
+          {
+            int retVal = -Ints.compare(zkWorker.getCurrCapacityUsed(), zkWorker2.getCurrCapacityUsed());
+            if (retVal == 0) {
+              retVal = zkWorker.getWorker().getHost().compareTo(zkWorker2.getWorker().getHost());
+            }
 
-      if (workerQueue.isEmpty()) {
+            return retVal;
+          }
+        }
+    );
+    sortedWorkers.addAll(zkWorkers.values());
+    final String configMinWorkerVer = workerSetupData.get().getMinVersion();
+    final String minWorkerVer = configMinWorkerVer == null ? config.getWorkerVersion() : configMinWorkerVer;
+
+    for (ZkWorker zkWorker : sortedWorkers) {
+      if (zkWorker.canRunTask(task) && zkWorker.isValidVersion(minWorkerVer)) {
+        return zkWorker;
+      }
+    }
     log.debug("Worker nodes %s do not have capacity to run any more tasks!", zkWorkers.values());
     return null;
   }
-
-      return workerQueue.peek();
-    }
-    catch (Exception e) {
-      throw Throwables.propagate(e);
-    }
-  }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/RemoteTaskRunnerWorkItem.java

@@ -0,0 +1,63 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012  Metamarkets Group Inc.
+ *
+ * This program is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU General Public License
+ * as published by the Free Software Foundation; either version 2
+ * of the License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
+ */
+
+package com.metamx.druid.indexing.coordinator;
+
+import com.google.common.util.concurrent.SettableFuture;
+import com.metamx.druid.indexing.common.TaskStatus;
+import com.metamx.druid.indexing.common.task.Task;
+import org.joda.time.DateTime;
+
+/**
+ */
+public class RemoteTaskRunnerWorkItem extends TaskRunnerWorkItem
+{
+  private final SettableFuture<TaskStatus> result;
+
+  public RemoteTaskRunnerWorkItem(
+      Task task,
+      SettableFuture<TaskStatus> result
+  )
+  {
+    super(task, result);
+    this.result = result;
+  }
+
+  public RemoteTaskRunnerWorkItem(
+      Task task,
+      SettableFuture<TaskStatus> result,
+      DateTime createdTime,
+      DateTime queueInsertionTime
+  )
+  {
+    super(task, result, createdTime, queueInsertionTime);
+    this.result = result;
+  }
+
+  public void setResult(TaskStatus status)
+  {
+    result.set(status);
+  }
+
+  @Override
+  public RemoteTaskRunnerWorkItem withQueueInsertionTime(DateTime time)
+  {
+    return new RemoteTaskRunnerWorkItem(getTask(), result, getCreatedTime(), time);
+  }
+}

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/RemoteTaskRunnerWorkQueue.java

@@ -25,10 +25,10 @@ import java.util.concurrent.ConcurrentSkipListMap;
 
 /**
  */
-public class TaskRunnerWorkQueue extends ConcurrentSkipListMap<String, TaskRunnerWorkItem>
+public class RemoteTaskRunnerWorkQueue extends ConcurrentSkipListMap<String, RemoteTaskRunnerWorkItem>
 {
   @Override
-  public TaskRunnerWorkItem put(String s, TaskRunnerWorkItem taskRunnerWorkItem)
+  public RemoteTaskRunnerWorkItem put(String s, RemoteTaskRunnerWorkItem taskRunnerWorkItem)
   {
     return super.put(s, taskRunnerWorkItem.withQueueInsertionTime(new DateTime()));
   }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/TaskMasterLifecycle.java

@@ -21,12 +21,11 @@ package com.metamx.druid.indexing.coordinator;
 
 import com.google.common.base.Optional;
 import com.google.common.base.Throwables;
+import com.metamx.common.ISE;
 import com.metamx.common.lifecycle.Lifecycle;
 import com.metamx.common.lifecycle.LifecycleStart;
 import com.metamx.common.lifecycle.LifecycleStop;
 import com.metamx.druid.curator.discovery.ServiceAnnouncer;
-import com.metamx.druid.initialization.Initialization;
-import com.metamx.druid.initialization.ServiceDiscoveryConfig;
 import com.metamx.druid.indexing.common.actions.TaskActionClient;
 import com.metamx.druid.indexing.common.actions.TaskActionClientFactory;
 import com.metamx.druid.indexing.common.task.Task;
@@ -34,6 +33,8 @@ import com.metamx.druid.indexing.coordinator.config.IndexerCoordinatorConfig;
 import com.metamx.druid.indexing.coordinator.exec.TaskConsumer;
 import com.metamx.druid.indexing.coordinator.scaling.ResourceManagementScheduler;
 import com.metamx.druid.indexing.coordinator.scaling.ResourceManagementSchedulerFactory;
+import com.metamx.druid.initialization.Initialization;
+import com.metamx.druid.initialization.ServiceDiscoveryConfig;
 import com.metamx.emitter.EmittingLogger;
 import com.metamx.emitter.service.ServiceEmitter;
 import org.apache.curator.framework.CuratorFramework;
@@ -88,7 +89,6 @@ public class TaskMasterLifecycle
           log.info("By the power of Grayskull, I have the power!");
 
           taskRunner = runnerFactory.build();
-          resourceManagementScheduler = managementSchedulerFactory.build(taskRunner);
           final TaskConsumer taskConsumer = new TaskConsumer(
               taskQueue,
               taskRunner,
@@ -101,12 +101,34 @@ public class TaskMasterLifecycle
 
           // Sensible order to start stuff:
           final Lifecycle leaderLifecycle = new Lifecycle();
-          leaderLifecycle.addManagedInstance(taskQueue);
           leaderLifecycle.addManagedInstance(taskRunner);
+          leaderLifecycle.addHandler(
+              new Lifecycle.Handler()
+              {
+                @Override
+                public void start() throws Exception
+                {
+                  taskRunner.bootstrap(taskQueue.snapshot());
+                }
+
+                @Override
+                public void stop()
+                {
+
+                }
+              }
+          );
+          leaderLifecycle.addManagedInstance(taskQueue);
           Initialization.announceDefaultService(serviceDiscoveryConfig, serviceAnnouncer, leaderLifecycle);
           leaderLifecycle.addManagedInstance(taskConsumer);
 
+          if ("remote".equalsIgnoreCase(indexerCoordinatorConfig.getRunnerImpl())) {
+            if (!(taskRunner instanceof RemoteTaskRunner)) {
+              throw new ISE("WTF?! We configured a remote runner and got %s", taskRunner.getClass());
+            }
+            resourceManagementScheduler = managementSchedulerFactory.build((RemoteTaskRunner) taskRunner);
             leaderLifecycle.addManagedInstance(resourceManagementScheduler);
+          }
 
           try {
             leaderLifecycle.start();

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/TaskQueue.java

@@ -23,6 +23,7 @@ import com.google.common.base.Optional;
 import com.google.common.base.Preconditions;
 import com.google.common.base.Throwables;
 import com.google.common.collect.ArrayListMultimap;
+import com.google.common.collect.ImmutableList;
 import com.google.common.collect.Lists;
 import com.google.common.collect.Multimap;
 import com.google.common.collect.Ordering;
@@ -165,6 +166,20 @@ public class TaskQueue
     }
   }
 
+  /**
+   * Returns an immutable snapshot of the current status of this queue.
+   */
+  public List<Task> snapshot()
+  {
+    giant.lock();
+
+    try {
+      return ImmutableList.copyOf(queue);
+    } finally {
+      giant.unlock();
+    }
+  }
+
   /**
    * Starts this task queue. Allows {@link #add(Task)} to accept new tasks. This should not be called on
    * an already-started queue.

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/TaskRunner.java

@@ -24,6 +24,7 @@ import com.metamx.druid.indexing.common.TaskStatus;
 import com.metamx.druid.indexing.common.task.Task;
 
 import java.util.Collection;
+import java.util.List;
 
 /**
  * Interface for handing off tasks. Used by a {@link com.metamx.druid.indexing.coordinator.exec.TaskConsumer} to
@@ -31,6 +32,16 @@ import java.util.Collection;
  */
 public interface TaskRunner
 {
+  /**
+   * Provide a new task runner with a list of tasks that may already be running. Will be called once shortly
+   * after instantiation and before any calls to {@link #run}. Bootstrapping should not be construed as a command
+   * to run the tasks; they will be passed to {@link #run} one-by-one when this is desired. Some bootstrapped tasks
+   * may not actually be running (for example, if they are currently held back due to not having a lock).
+   *
+   * @param tasks the tasks
+   */
+  public void bootstrap(List<Task> tasks);
+
   /**
    * Run a task. The returned status should be some kind of completed status.
    *
@@ -40,14 +51,13 @@ public interface TaskRunner
   public ListenableFuture<TaskStatus> run(Task task);
 
   /**
-   * Best-effort task cancellation. May or may not do anything. Calling this multiple times may have
+   * Best-effort task shutdown. May or may not do anything.
-   * a stronger effect.
    */
   public void shutdown(String taskid);
 
-  public Collection<TaskRunnerWorkItem> getRunningTasks();
+  public Collection<? extends TaskRunnerWorkItem> getRunningTasks();
 
-  public Collection<TaskRunnerWorkItem> getPendingTasks();
+  public Collection<? extends TaskRunnerWorkItem> getPendingTasks();
 
   public Collection<ZkWorker> getWorkers();
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/TaskRunnerWorkItem.java

@@ -22,7 +22,6 @@ package com.metamx.druid.indexing.coordinator;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import com.google.common.collect.ComparisonChain;
 import com.google.common.util.concurrent.ListenableFuture;
-import com.metamx.druid.indexing.common.RetryPolicy;
 import com.metamx.druid.indexing.common.TaskStatus;
 import com.metamx.druid.indexing.common.task.Task;
 import org.joda.time.DateTime;
@@ -35,22 +34,29 @@ public class TaskRunnerWorkItem implements Comparable<TaskRunnerWorkItem>
 {
   private final Task task;
   private final ListenableFuture<TaskStatus> result;
-  private final RetryPolicy retryPolicy;
   private final DateTime createdTime;
 
   private volatile DateTime queueInsertionTime;
 
+  public TaskRunnerWorkItem(
+      Task task,
+      ListenableFuture<TaskStatus> result
+  )
+  {
+    this(task, result, new DateTime(), new DateTime());
+  }
+
   public TaskRunnerWorkItem(
       Task task,
       ListenableFuture<TaskStatus> result,
-      RetryPolicy retryPolicy,
+      DateTime createdTime,
-      DateTime createdTime
+      DateTime queueInsertionTime
   )
   {
     this.task = task;
     this.result = result;
-    this.retryPolicy = retryPolicy;
     this.createdTime = createdTime;
+    this.queueInsertionTime = queueInsertionTime;
   }
 
   @JsonProperty
@@ -64,11 +70,6 @@ public class TaskRunnerWorkItem implements Comparable<TaskRunnerWorkItem>
     return result;
   }
 
-  public RetryPolicy getRetryPolicy()
-  {
-    return retryPolicy;
-  }
-
   @JsonProperty
   public DateTime getCreatedTime()
   {
@@ -83,8 +84,7 @@ public class TaskRunnerWorkItem implements Comparable<TaskRunnerWorkItem>
 
   public TaskRunnerWorkItem withQueueInsertionTime(DateTime time)
   {
-    this.queueInsertionTime = time;
+    return new TaskRunnerWorkItem(task, result, createdTime, time);
-    return this;
   }
 
   @Override
@@ -102,7 +102,6 @@ public class TaskRunnerWorkItem implements Comparable<TaskRunnerWorkItem>
     return "TaskRunnerWorkItem{" +
            "task=" + task +
            ", result=" + result +
-           ", retryPolicy=" + retryPolicy +
            ", createdTime=" + createdTime +
            '}';
   }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/ThreadPoolTaskRunner.java

@@ -77,13 +77,19 @@ public class ThreadPoolTaskRunner implements TaskRunner, QuerySegmentWalker
     exec.shutdownNow();
   }
 
+  @Override
+  public void bootstrap(List<Task> tasks)
+  {
+    // do nothing
+  }
+
   @Override
   public ListenableFuture<TaskStatus> run(final Task task)
   {
     final TaskToolbox toolbox = toolboxFactory.build(task);
     final ListenableFuture<TaskStatus> statusFuture = exec.submit(new ExecutorServiceTaskRunnerCallable(task, toolbox));
 
-    final TaskRunnerWorkItem taskRunnerWorkItem = new TaskRunnerWorkItem(task, statusFuture, null, new DateTime());
+    final TaskRunnerWorkItem taskRunnerWorkItem = new TaskRunnerWorkItem(task, statusFuture);
     runningItems.add(taskRunnerWorkItem);
     Futures.addCallback(
         statusFuture, new FutureCallback<TaskStatus>()
@@ -110,7 +116,7 @@ public class ThreadPoolTaskRunner implements TaskRunner, QuerySegmentWalker
   {
     for (final TaskRunnerWorkItem runningItem : runningItems) {
       if (runningItem.getTask().getId().equals(taskid)) {
-        runningItem.getTask().shutdown();
+        runningItem.getResult().cancel(true);
       }
     }
   }
@@ -184,14 +190,10 @@ public class ThreadPoolTaskRunner implements TaskRunner, QuerySegmentWalker
     private final Task task;
     private final TaskToolbox toolbox;
 
-    private final DateTime createdTime;
-
     public ExecutorServiceTaskRunnerCallable(Task task, TaskToolbox toolbox)
     {
       this.task = task;
       this.toolbox = toolbox;
-
-      this.createdTime = new DateTime();
     }
 
     @Override
@@ -243,12 +245,7 @@ public class ThreadPoolTaskRunner implements TaskRunner, QuerySegmentWalker
 
     public TaskRunnerWorkItem getTaskRunnerWorkItem()
     {
-      return new TaskRunnerWorkItem(
+      return new TaskRunnerWorkItem(task, null);
-          task,
-          null,
-          null,
-          createdTime
-      );
     }
   }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/ZkWorker.java

@@ -24,17 +24,20 @@ import com.fasterxml.jackson.databind.ObjectMapper;
 import com.google.common.base.Function;
 import com.google.common.base.Throwables;
 import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
 import com.google.common.collect.Sets;
 import com.metamx.druid.indexing.common.TaskStatus;
+import com.metamx.druid.indexing.common.task.Task;
 import com.metamx.druid.indexing.worker.Worker;
 import org.apache.curator.framework.recipes.cache.ChildData;
 import org.apache.curator.framework.recipes.cache.PathChildrenCache;
-
+import org.apache.curator.framework.recipes.cache.PathChildrenCacheListener;
 import org.joda.time.DateTime;
 
-import javax.annotation.Nullable;
 import java.io.Closeable;
 import java.io.IOException;
+import java.util.Collection;
+import java.util.Map;
 import java.util.Set;
 
 /**
@@ -44,7 +47,7 @@ public class ZkWorker implements Closeable
 {
   private final Worker worker;
   private final PathChildrenCache statusCache;
-  private final Function<ChildData, String> cacheConverter;
+  private final Function<ChildData, TaskStatus> cacheConverter;
 
   private volatile DateTime lastCompletedTaskTime = new DateTime();
 
@@ -52,13 +55,13 @@ public class ZkWorker implements Closeable
   {
     this.worker = worker;
     this.statusCache = statusCache;
-    this.cacheConverter = new Function<ChildData, String>()
+    this.cacheConverter = new Function<ChildData, TaskStatus>()
     {
       @Override
-      public String apply(@Nullable ChildData input)
+      public TaskStatus apply(ChildData input)
       {
         try {
-          return jsonMapper.readValue(input.getData(), TaskStatus.class).getId();
+          return jsonMapper.readValue(input.getData(), TaskStatus.class);
         }
         catch (Exception e) {
           throw Throwables.propagate(e);
@@ -67,21 +70,59 @@ public class ZkWorker implements Closeable
     };
   }
 
-  @JsonProperty
+  public void start(PathChildrenCache.StartMode startMode) throws Exception
+  {
+    statusCache.start(startMode);
+  }
+
+  public void addListener(PathChildrenCacheListener listener)
+  {
+    statusCache.getListenable().addListener(listener);
+  }
+
+  @JsonProperty("worker")
   public Worker getWorker()
   {
     return worker;
   }
 
-  @JsonProperty
+  @JsonProperty("runningTasks")
-  public Set<String> getRunningTasks()
+  public Collection<String> getRunningTaskIds()
   {
-    return Sets.newHashSet(
+    return getRunningTasks().keySet();
-        Lists.transform(
+  }
+
+  public Map<String, TaskStatus> getRunningTasks()
+  {
+    Map<String, TaskStatus> retVal = Maps.newHashMap();
+    for (TaskStatus taskStatus : Lists.transform(
         statusCache.getCurrentData(),
         cacheConverter
-        )
+    )) {
-    );
+      retVal.put(taskStatus.getId(), taskStatus);
+    }
+
+    return retVal;
+  }
+
+  @JsonProperty("currCapacityUsed")
+  public int getCurrCapacityUsed()
+  {
+    int currCapacity = 0;
+    for (TaskStatus taskStatus : getRunningTasks().values()) {
+      currCapacity += taskStatus.getResource().getRequiredCapacity();
+    }
+    return currCapacity;
+  }
+
+  @JsonProperty("availabilityGroups")
+  public Set<String> getAvailabilityGroups()
+  {
+    Set<String> retVal = Sets.newHashSet();
+    for (TaskStatus taskStatus : getRunningTasks().values()) {
+      retVal.add(taskStatus.getResource().getAvailabilityGroup());
+    }
+    return retVal;
   }
 
   @JsonProperty
@@ -90,10 +131,25 @@ public class ZkWorker implements Closeable
     return lastCompletedTaskTime;
   }
 
-  @JsonProperty
+  public boolean isRunningTask(String taskId)
+  {
+    return getRunningTasks().containsKey(taskId);
+  }
+
   public boolean isAtCapacity()
   {
-    return statusCache.getCurrentData().size() >= worker.getCapacity();
+    return getCurrCapacityUsed() >= worker.getCapacity();
+  }
+
+  public boolean isValidVersion(String minVersion)
+  {
+    return worker.getVersion().compareTo(minVersion) >= 0;
+  }
+
+  public boolean canRunTask(Task task)
+  {
+    return (worker.getCapacity() - getCurrCapacityUsed() >= task.getTaskResource().getRequiredCapacity()
+            && !getAvailabilityGroups().contains(task.getTaskResource().getAvailabilityGroup()));
   }
 
   public void setLastCompletedTaskTime(DateTime completedTaskTime)

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/config/EC2AutoScalingStrategyConfig.java

@@ -21,6 +21,7 @@ package com.metamx.druid.indexing.coordinator.config;
 
 import org.skife.config.Config;
 import org.skife.config.Default;
+import org.skife.config.DefaultNull;
 
 /**
  */
@@ -29,4 +30,8 @@ public abstract class EC2AutoScalingStrategyConfig
   @Config("druid.indexer.worker.port")
   @Default("8080")
   public abstract String getWorkerPort();
+
+  @Config("druid.indexer.worker.version")
+  @DefaultNull
+  public abstract String getWorkerVersion();
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/config/ForkingTaskRunnerConfig.java

@@ -13,6 +13,7 @@ import java.util.Set;
 public abstract class ForkingTaskRunnerConfig
 {
   @Config("druid.indexer.taskDir")
+  @Default("/tmp/persistent")
   public abstract File getBaseTaskDir();
 
   @Config("druid.indexer.fork.java")

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/config/IndexerCoordinatorConfig.java

@@ -41,7 +41,7 @@ public abstract class IndexerCoordinatorConfig extends ZkPathsConfig
   public abstract int getNumLocalThreads();
 
   @Config("druid.indexer.runner")
-  @Default("remote")
+  @Default("local")
   public abstract String getRunnerImpl();
 
   @Config("druid.indexer.storage")

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/config/RemoteTaskRunnerConfig.java

@@ -23,6 +23,7 @@ import com.metamx.druid.indexing.common.config.IndexerZkConfig;
 import org.joda.time.Duration;
 import org.skife.config.Config;
 import org.skife.config.Default;
+import org.skife.config.DefaultNull;
 
 /**
  */
@@ -31,4 +32,12 @@ public abstract class RemoteTaskRunnerConfig extends IndexerZkConfig
   @Config("druid.indexer.taskAssignmentTimeoutDuration")
   @Default("PT5M")
   public abstract Duration getTaskAssignmentTimeoutDuration();
+
+  @Config("druid.curator.compress")
+  @Default("false")
+  public abstract boolean enableCompression();
+
+  @Config("druid.indexer.worker.version")
+  @DefaultNull
+  public abstract String getWorkerVersion();
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/http/IndexerCoordinatorNode.java

@@ -27,13 +27,13 @@ import com.fasterxml.jackson.dataformat.smile.SmileFactory;
 import com.google.common.base.Charsets;
 import com.google.common.base.Optional;
 import com.google.common.base.Throwables;
-import com.google.common.collect.ImmutableMap;
 import com.google.common.collect.Lists;
 import com.google.common.io.InputSupplier;
 import com.google.common.util.concurrent.ThreadFactoryBuilder;
 import com.google.inject.Guice;
 import com.google.inject.Injector;
 import com.google.inject.servlet.GuiceFilter;
+import com.metamx.common.IAE;
 import com.metamx.common.ISE;
 import com.metamx.common.concurrent.ScheduledExecutorFactory;
 import com.metamx.common.concurrent.ScheduledExecutors;
@@ -46,6 +46,7 @@ import com.metamx.druid.QueryableNode;
 import com.metamx.druid.config.ConfigManager;
 import com.metamx.druid.config.ConfigManagerConfig;
 import com.metamx.druid.config.JacksonConfigManager;
+import com.metamx.druid.curator.cache.SimplePathChildrenCacheFactory;
 import com.metamx.druid.curator.discovery.CuratorServiceAnnouncer;
 import com.metamx.druid.curator.discovery.ServiceAnnouncer;
 import com.metamx.druid.curator.discovery.ServiceInstanceFactory;
@@ -55,12 +56,10 @@ import com.metamx.druid.http.GuiceServletConfig;
 import com.metamx.druid.http.RedirectFilter;
 import com.metamx.druid.http.RedirectInfo;
 import com.metamx.druid.http.StatusServlet;
-import com.metamx.druid.indexing.common.RetryPolicyFactory;
 import com.metamx.druid.indexing.common.actions.LocalTaskActionClientFactory;
 import com.metamx.druid.indexing.common.actions.TaskActionClientFactory;
 import com.metamx.druid.indexing.common.actions.TaskActionToolbox;
 import com.metamx.druid.indexing.common.config.IndexerZkConfig;
-import com.metamx.druid.indexing.common.config.RetryPolicyConfig;
 import com.metamx.druid.indexing.common.config.TaskLogConfig;
 import com.metamx.druid.indexing.common.index.EventReceiverFirehoseFactory;
 import com.metamx.druid.indexing.common.index.StaticS3FirehoseFactory;
@@ -114,7 +113,6 @@ import com.metamx.metrics.MonitorScheduler;
 import com.metamx.metrics.MonitorSchedulerConfig;
 import com.metamx.metrics.SysMonitor;
 import org.apache.curator.framework.CuratorFramework;
-import org.apache.curator.framework.recipes.cache.PathChildrenCache;
 import org.apache.curator.x.discovery.ServiceDiscovery;
 import org.jets3t.service.S3ServiceException;
 import org.jets3t.service.impl.rest.httpclient.RestS3Service;
@@ -386,15 +384,17 @@ public class IndexerCoordinatorNode extends QueryableNode<IndexerCoordinatorNode
   {
     if (persistentTaskLogs == null) {
       final TaskLogConfig taskLogConfig = getConfigFactory().build(TaskLogConfig.class);
-      if (taskLogConfig.getLogStorageBucket() != null) {
+      if (taskLogConfig.getLogType().equalsIgnoreCase("s3")) {
         initializeS3Service();
         persistentTaskLogs = new S3TaskLogs(
             taskLogConfig.getLogStorageBucket(),
             taskLogConfig.getLogStoragePrefix(),
             s3Service
         );
-      } else {
+      } else if (taskLogConfig.getLogType().equalsIgnoreCase("noop")) {
         persistentTaskLogs = new NoopTaskLogs();
+      } else {
+        throw new IAE("Unknown log type %s", taskLogConfig.getLogType());
       }
     }
   }
@@ -634,29 +634,14 @@ public class IndexerCoordinatorNode extends QueryableNode<IndexerCoordinatorNode
           @Override
           public TaskRunner build()
           {
-            // Don't use scheduledExecutorFactory, since it's linked to the wrong lifecycle (global lifecycle instead
-            // of leadership lifecycle)
-            final ScheduledExecutorService retryScheduledExec = Executors.newScheduledThreadPool(
-                1,
-                new ThreadFactoryBuilder()
-                    .setDaemon(true)
-                    .setNameFormat("RemoteRunnerRetryExec--%d")
-                    .build()
-            );
-
             final CuratorFramework curator = getCuratorFramework();
+            final RemoteTaskRunnerConfig remoteTaskRunnerConfig = getConfigFactory().build(RemoteTaskRunnerConfig.class);
             return new RemoteTaskRunner(
                 getJsonMapper(),
-                getConfigFactory().build(RemoteTaskRunnerConfig.class),
+                remoteTaskRunnerConfig,
                 curator,
-                new PathChildrenCache(curator, indexerZkConfig.getIndexerAnnouncementPath(), true),
+                new SimplePathChildrenCacheFactory.Builder().withCompressed(remoteTaskRunnerConfig.enableCompression())
-                retryScheduledExec,
+                                                            .build(),
-                new RetryPolicyFactory(
-                    getConfigFactory().buildWithReplacements(
-                        RetryPolicyConfig.class,
-                        ImmutableMap.of("base_path", "druid.indexing")
-                    )
-                ),
                 configManager.watch(WorkerSetupData.CONFIG_KEY, WorkerSetupData.class),
                 httpClient
             );
@@ -692,7 +677,7 @@ public class IndexerCoordinatorNode extends QueryableNode<IndexerCoordinatorNode
         resourceManagementSchedulerFactory = new ResourceManagementSchedulerFactory()
         {
           @Override
-          public ResourceManagementScheduler build(TaskRunner runner)
+          public ResourceManagementScheduler build(RemoteTaskRunner runner)
           {
             return new NoopResourceManagementScheduler();
           }
@@ -701,7 +686,7 @@ public class IndexerCoordinatorNode extends QueryableNode<IndexerCoordinatorNode
         resourceManagementSchedulerFactory = new ResourceManagementSchedulerFactory()
         {
           @Override
-          public ResourceManagementScheduler build(TaskRunner runner)
+          public ResourceManagementScheduler build(RemoteTaskRunner runner)
           {
             final ScheduledExecutorService scalingScheduledExec = Executors.newScheduledThreadPool(
                 1,

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/http/IndexerCoordinatorResource.java

@@ -267,6 +267,7 @@ public class IndexerCoordinatorResource
               retMap.put("result", ret);
             }
             catch (IOException e) {
+              log.warn(e, "Failed to perform task action");
               return Response.serverError().build();
             }
 

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/scaling/EC2AutoScalingStrategy.java

@@ -33,6 +33,7 @@ import com.google.common.base.Function;
 import com.google.common.collect.Lists;
 import com.metamx.druid.indexing.coordinator.config.EC2AutoScalingStrategyConfig;
 import com.metamx.druid.indexing.coordinator.setup.EC2NodeData;
+import com.metamx.druid.indexing.coordinator.setup.GalaxyUserData;
 import com.metamx.druid.indexing.coordinator.setup.WorkerSetupData;
 import com.metamx.emitter.EmittingLogger;
 import org.apache.commons.codec.binary.Base64;
@@ -72,6 +73,11 @@ public class EC2AutoScalingStrategy implements AutoScalingStrategy<Instance>
       WorkerSetupData setupData = workerSetupDataRef.get();
       EC2NodeData workerConfig = setupData.getNodeData();
 
+      GalaxyUserData userData = setupData.getUserData();
+      if (config.getWorkerVersion() != null) {
+        userData = userData.withVersion(config.getWorkerVersion());
+      }
+
       RunInstancesResult result = amazonEC2Client.runInstances(
           new RunInstancesRequest(
               workerConfig.getAmiId(),
@@ -84,7 +90,7 @@ public class EC2AutoScalingStrategy implements AutoScalingStrategy<Instance>
               .withUserData(
                   Base64.encodeBase64String(
                       jsonMapper.writeValueAsBytes(
-                          setupData.getUserData()
+                          userData
                       )
                   )
               )
@@ -212,7 +218,7 @@ public class EC2AutoScalingStrategy implements AutoScalingStrategy<Instance>
         }
     );
 
-    log.info("Performing lookup: %s --> %s", ips, retVal);
+    log.debug("Performing lookup: %s --> %s", ips, retVal);
 
     return retVal;
   }
@@ -244,7 +250,7 @@ public class EC2AutoScalingStrategy implements AutoScalingStrategy<Instance>
         }
     );
 
-    log.info("Performing lookup: %s --> %s", nodeIds, retVal);
+    log.debug("Performing lookup: %s --> %s", nodeIds, retVal);
 
     return retVal;
   }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/scaling/ResourceManagementScheduler.java

@@ -24,6 +24,7 @@ import com.metamx.common.lifecycle.LifecycleStart;
 import com.metamx.common.lifecycle.LifecycleStop;
 import com.metamx.common.logger.Logger;
 import com.metamx.druid.PeriodGranularity;
+import com.metamx.druid.indexing.coordinator.RemoteTaskRunner;
 import com.metamx.druid.indexing.coordinator.TaskRunner;
 import org.joda.time.DateTime;
 import org.joda.time.Duration;
@@ -42,7 +43,7 @@ public class ResourceManagementScheduler
 {
   private static final Logger log = new Logger(ResourceManagementScheduler.class);
 
-  private final TaskRunner taskRunner;
+  private final RemoteTaskRunner taskRunner;
   private final ResourceManagementStrategy resourceManagementStrategy;
   private final ResourceManagementSchedulerConfig config;
   private final ScheduledExecutorService exec;
@@ -51,7 +52,7 @@ public class ResourceManagementScheduler
   private volatile boolean started = false;
 
   public ResourceManagementScheduler(
-      TaskRunner taskRunner,
+      RemoteTaskRunner taskRunner,
       ResourceManagementStrategy resourceManagementStrategy,
       ResourceManagementSchedulerConfig config,
       ScheduledExecutorService exec

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/scaling/ResourceManagementSchedulerFactory.java

@@ -19,11 +19,11 @@
 
 package com.metamx.druid.indexing.coordinator.scaling;
 
-import com.metamx.druid.indexing.coordinator.TaskRunner;
+import com.metamx.druid.indexing.coordinator.RemoteTaskRunner;
 
 /**
  */
 public interface ResourceManagementSchedulerFactory
 {
-  public ResourceManagementScheduler build(TaskRunner runner);
+  public ResourceManagementScheduler build(RemoteTaskRunner runner);
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/scaling/ResourceManagementStrategy.java

@@ -19,7 +19,7 @@
 
 package com.metamx.druid.indexing.coordinator.scaling;
 
-import com.metamx.druid.indexing.coordinator.TaskRunnerWorkItem;
+import com.metamx.druid.indexing.coordinator.RemoteTaskRunnerWorkItem;
 import com.metamx.druid.indexing.coordinator.ZkWorker;
 
 import java.util.Collection;
@@ -30,9 +30,9 @@ import java.util.Collection;
  */
 public interface ResourceManagementStrategy
 {
-  public boolean doProvision(Collection<TaskRunnerWorkItem> runningTasks, Collection<ZkWorker> zkWorkers);
+  public boolean doProvision(Collection<RemoteTaskRunnerWorkItem> runningTasks, Collection<ZkWorker> zkWorkers);
 
-  public boolean doTerminate(Collection<TaskRunnerWorkItem> runningTasks, Collection<ZkWorker> zkWorkers);
+  public boolean doTerminate(Collection<RemoteTaskRunnerWorkItem> runningTasks, Collection<ZkWorker> zkWorkers);
 
   public ScalingStats getStats();
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/scaling/SimpleResourceManagementStrategy.java

@@ -25,6 +25,7 @@ import com.google.common.collect.Iterables;
 import com.google.common.collect.Lists;
 import com.google.common.collect.Sets;
 import com.metamx.common.guava.FunctionalIterable;
+import com.metamx.druid.indexing.coordinator.RemoteTaskRunnerWorkItem;
 import com.metamx.druid.indexing.coordinator.TaskRunnerWorkItem;
 import com.metamx.druid.indexing.coordinator.ZkWorker;
 import com.metamx.druid.indexing.coordinator.setup.WorkerSetupData;
@@ -68,10 +69,24 @@ public class SimpleResourceManagementStrategy implements ResourceManagementStrat
   }
 
   @Override
-  public boolean doProvision(Collection<TaskRunnerWorkItem> pendingTasks, Collection<ZkWorker> zkWorkers)
+  public boolean doProvision(Collection<RemoteTaskRunnerWorkItem> pendingTasks, Collection<ZkWorker> zkWorkers)
   {
-    if (zkWorkers.size() >= workerSetupdDataRef.get().getMaxNumWorkers()) {
+    final WorkerSetupData workerSetupData = workerSetupdDataRef.get();
-      log.info(
+
+    final String minVersion = workerSetupData.getMinVersion() == null
+                        ? config.getWorkerVersion()
+                        : workerSetupData.getMinVersion();
+    int maxNumWorkers = workerSetupData.getMaxNumWorkers();
+
+    int currValidWorkers = 0;
+    for (ZkWorker zkWorker : zkWorkers) {
+      if (zkWorker.isValidVersion(minVersion)) {
+        currValidWorkers++;
+      }
+    }
+
+    if (currValidWorkers >= maxNumWorkers) {
+      log.debug(
           "Cannot scale anymore. Num workers = %d, Max num workers = %d",
           zkWorkers.size(),
           workerSetupdDataRef.get().getMaxNumWorkers()
@@ -135,7 +150,7 @@ public class SimpleResourceManagementStrategy implements ResourceManagementStrat
   }
 
   @Override
-  public boolean doTerminate(Collection<TaskRunnerWorkItem> pendingTasks, Collection<ZkWorker> zkWorkers)
+  public boolean doTerminate(Collection<RemoteTaskRunnerWorkItem> pendingTasks, Collection<ZkWorker> zkWorkers)
   {
     Set<String> workerNodeIds = Sets.newHashSet(
         autoScalingStrategy.ipToIdLookup(
@@ -244,7 +259,7 @@ public class SimpleResourceManagementStrategy implements ResourceManagementStrat
     return scalingStats;
   }
 
-  private boolean hasTaskPendingBeyondThreshold(Collection<TaskRunnerWorkItem> pendingTasks)
+  private boolean hasTaskPendingBeyondThreshold(Collection<RemoteTaskRunnerWorkItem> pendingTasks)
   {
     long now = System.currentTimeMillis();
     for (TaskRunnerWorkItem pendingTask : pendingTasks) {

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/scaling/SimpleResourceManagmentConfig.java

@@ -22,6 +22,7 @@ package com.metamx.druid.indexing.coordinator.scaling;
 import org.joda.time.Duration;
 import org.skife.config.Config;
 import org.skife.config.Default;
+import org.skife.config.DefaultNull;
 
 /**
  */
@@ -42,4 +43,8 @@ public abstract class SimpleResourceManagmentConfig
   @Config("druid.indexer.maxPendingTaskDuration")
   @Default("PT30S")
   public abstract Duration getMaxPendingTaskDuration();
+
+  @Config("druid.indexer.worker.version")
+  @DefaultNull
+  public abstract String getWorkerVersion();
 }

indexing-service/src/main/java/com/metamx/druid/indexing/coordinator/setup/GalaxyUserData.java

@@ -60,6 +60,11 @@ public class GalaxyUserData
     return type;
   }
 
+  public GalaxyUserData withVersion(String ver)
+  {
+    return new GalaxyUserData(env, ver, type);
+  }
+
   @Override
   public String toString()
   {

indexing-service/src/main/java/com/metamx/druid/indexing/worker/WorkerCuratorCoordinator.java

@@ -130,6 +130,7 @@ public class WorkerCuratorCoordinator
         }
 
         curatorFramework.create()
+                        .creatingParentsIfNeeded()
                         .withMode(mode)
                         .forPath(path, rawBytes);
       }

indexing-service/src/main/java/com/metamx/druid/indexing/worker/config/WorkerConfig.java

@@ -29,10 +29,6 @@ public abstract class WorkerConfig
   @Config("druid.host")
   public abstract String getHost();
 
-  @Config("druid.worker.threads")
-  @Default("1")
-  public abstract int getNumThreads();
-
   @Config("druid.worker.ip")
   public abstract String getIp();
 

indexing-service/src/main/java/com/metamx/druid/indexing/worker/executor/ChatHandlerResource.java

@@ -1,6 +1,5 @@
 package com.metamx.druid.indexing.worker.executor;
 
-import com.fasterxml.jackson.databind.ObjectMapper;
 import com.google.common.base.Optional;
 import com.google.inject.Inject;
 import com.metamx.druid.indexing.common.index.ChatHandler;
@@ -13,13 +12,11 @@ import javax.ws.rs.core.Response;
 @Path("/druid/worker/v1")
 public class ChatHandlerResource
 {
-  private final ObjectMapper jsonMapper;
   private final ChatHandlerProvider handlers;
 
   @Inject
-  public ChatHandlerResource(ObjectMapper jsonMapper, ChatHandlerProvider handlers)
+  public ChatHandlerResource(ChatHandlerProvider handlers)
   {
-    this.jsonMapper = jsonMapper;
     this.handlers = handlers;
   }
 

indexing-service/src/main/java/com/metamx/druid/indexing/worker/executor/ExecutorLifecycle.java

@@ -78,7 +78,6 @@ public class ExecutorLifecycle
     }
 
     // Spawn monitor thread to keep a watch on parent's stdin
-    // If a message comes over stdin, we want to handle it
     // If stdin reaches eof, the parent is gone, and we should shut down
     parentMonitorExec.submit(
         new Runnable()
@@ -87,25 +86,8 @@ public class ExecutorLifecycle
           public void run()
           {
             try {
-              final BufferedReader parentReader = new BufferedReader(new InputStreamReader(parentStream));
+              while (parentStream.read() != -1) {
-              String messageString;
+                // Toss the byte
-              while ((messageString = parentReader.readLine()) != null) {
-                final Map<String, Object> message = jsonMapper
-                    .readValue(
-                        messageString,
-                        new TypeReference<Map<String, Object>>()
-                        {
-                        }
-                    );
-
-                if (message == null) {
-                  break;
-                } else if (message.get("shutdown") != null && message.get("shutdown").equals("now")) {
-                  log.info("Shutting down!");
-                  task.shutdown();
-                } else {
-                  throw new ISE("Unrecognized message from parent: %s", message);
-                }
               }
             }
             catch (Exception e) {

indexing-service/src/main/java/com/metamx/druid/indexing/worker/executor/ExecutorNode.java

@@ -22,8 +22,8 @@ package com.metamx.druid.indexing.worker.executor;
 import com.fasterxml.jackson.databind.InjectableValues;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.fasterxml.jackson.dataformat.smile.SmileFactory;
+import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableMap;
-import com.google.common.collect.Lists;
 import com.google.common.util.concurrent.ThreadFactoryBuilder;
 import com.google.inject.Guice;
 import com.google.inject.Injector;
@@ -37,12 +37,24 @@ import com.metamx.common.lifecycle.LifecycleStart;
 import com.metamx.common.lifecycle.LifecycleStop;
 import com.metamx.druid.BaseServerNode;
 import com.metamx.druid.curator.discovery.CuratorServiceAnnouncer;
-import com.metamx.druid.curator.discovery.NoopServiceAnnouncer;
 import com.metamx.druid.curator.discovery.ServiceAnnouncer;
 import com.metamx.druid.curator.discovery.ServiceInstanceFactory;
 import com.metamx.druid.http.GuiceServletConfig;
 import com.metamx.druid.http.QueryServlet;
 import com.metamx.druid.http.StatusServlet;
+import com.metamx.druid.indexing.common.RetryPolicyFactory;
+import com.metamx.druid.indexing.common.TaskToolboxFactory;
+import com.metamx.druid.indexing.common.actions.RemoteTaskActionClientFactory;
+import com.metamx.druid.indexing.common.config.RetryPolicyConfig;
+import com.metamx.druid.indexing.common.config.TaskConfig;
+import com.metamx.druid.indexing.common.index.ChatHandlerProvider;
+import com.metamx.druid.indexing.common.index.EventReceiverFirehoseFactory;
+import com.metamx.druid.indexing.common.index.EventReceivingChatHandlerProvider;
+import com.metamx.druid.indexing.common.index.NoopChatHandlerProvider;
+import com.metamx.druid.indexing.common.index.StaticS3FirehoseFactory;
+import com.metamx.druid.indexing.coordinator.ThreadPoolTaskRunner;
+import com.metamx.druid.indexing.worker.config.ChatHandlerProviderConfig;
+import com.metamx.druid.indexing.worker.config.WorkerConfig;
 import com.metamx.druid.initialization.Initialization;
 import com.metamx.druid.initialization.ServerConfig;
 import com.metamx.druid.initialization.ServerInit;
@@ -51,17 +63,6 @@ import com.metamx.druid.jackson.DefaultObjectMapper;
 import com.metamx.druid.loading.DataSegmentKiller;
 import com.metamx.druid.loading.DataSegmentPusher;
 import com.metamx.druid.loading.S3DataSegmentKiller;
-import com.metamx.druid.indexing.common.RetryPolicyFactory;
-import com.metamx.druid.indexing.common.TaskToolboxFactory;
-import com.metamx.druid.indexing.common.actions.RemoteTaskActionClientFactory;
-import com.metamx.druid.indexing.common.config.RetryPolicyConfig;
-import com.metamx.druid.indexing.common.config.TaskConfig;
-import com.metamx.druid.indexing.common.index.EventReceiverFirehoseFactory;
-import com.metamx.druid.indexing.common.index.ChatHandlerProvider;
-import com.metamx.druid.indexing.common.index.StaticS3FirehoseFactory;
-import com.metamx.druid.indexing.coordinator.ThreadPoolTaskRunner;
-import com.metamx.druid.indexing.worker.config.ChatHandlerProviderConfig;
-import com.metamx.druid.indexing.worker.config.WorkerConfig;
 import com.metamx.druid.utils.PropUtils;
 import com.metamx.emitter.EmittingLogger;
 import com.metamx.emitter.core.Emitters;
@@ -69,11 +70,10 @@ import com.metamx.emitter.service.ServiceEmitter;
 import com.metamx.http.client.HttpClient;
 import com.metamx.http.client.HttpClientConfig;
 import com.metamx.http.client.HttpClientInit;
-import com.metamx.metrics.JvmMonitor;
 import com.metamx.metrics.Monitor;
 import com.metamx.metrics.MonitorScheduler;
 import com.metamx.metrics.MonitorSchedulerConfig;
-import com.metamx.metrics.SysMonitor;
+import org.apache.curator.framework.CuratorFramework;
 import org.apache.curator.x.discovery.ServiceDiscovery;
 import org.apache.curator.x.discovery.ServiceProvider;
 import org.jets3t.service.S3ServiceException;
@@ -85,7 +85,6 @@ import org.mortbay.jetty.servlet.DefaultServlet;
 import org.mortbay.jetty.servlet.ServletHolder;
 import org.skife.config.ConfigurationObjectFactory;
 
-import java.util.List;
 import java.util.Properties;
 import java.util.concurrent.Executors;
 import java.util.concurrent.ScheduledExecutorService;
@@ -107,7 +106,7 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
   private final ExecutorLifecycleFactory executorLifecycleFactory;
 
   private RestS3Service s3Service = null;
-  private List<Monitor> monitors = null;
+  private MonitorScheduler monitorScheduler = null;
   private HttpClient httpClient = null;
   private ServiceEmitter emitter = null;
   private TaskConfig taskConfig = null;
@@ -140,58 +139,16 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
     this.executorLifecycleFactory = executorLifecycleFactory;
   }
 
-  public ExecutorNode setHttpClient(HttpClient httpClient)
-  {
-    this.httpClient = httpClient;
-    return this;
-  }
-
-  public ExecutorNode setEmitter(ServiceEmitter emitter)
-  {
-    this.emitter = emitter;
-    return this;
-  }
-
-  public ExecutorNode setS3Service(RestS3Service s3Service)
-  {
-    this.s3Service = s3Service;
-    return this;
-  }
-
-  public ExecutorNode setSegmentPusher(DataSegmentPusher segmentPusher)
-  {
-    this.segmentPusher = segmentPusher;
-    return this;
-  }
-
-  public ExecutorNode setTaskToolboxFactory(TaskToolboxFactory taskToolboxFactory)
-  {
-    this.taskToolboxFactory = taskToolboxFactory;
-    return this;
-  }
-
-  public ExecutorNode setCoordinatorServiceProvider(ServiceProvider coordinatorServiceProvider)
-  {
-    this.coordinatorServiceProvider = coordinatorServiceProvider;
-    return this;
-  }
-
-  public ExecutorNode setServiceDiscovery(ServiceDiscovery serviceDiscovery)
-  {
-    this.serviceDiscovery = serviceDiscovery;
-    return this;
-  }
-
   @Override
   public void doInit() throws Exception
   {
     initializeHttpClient();
     initializeEmitter();
     initializeS3Service();
-    initializeMonitors();
     initializeMergerConfig();
     initializeServiceDiscovery();
     initializeDataSegmentPusher();
+    initializeMonitorScheduler();
     initializeTaskToolbox();
     initializeTaskRunner();
     initializeChatHandlerProvider();
@@ -199,13 +156,6 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
     initializeJacksonSubtypes();
     initializeServer();
 
-    final ScheduledExecutorFactory scheduledExecutorFactory = ScheduledExecutors.createFactory(lifecycle);
-    final ScheduledExecutorService globalScheduledExec = scheduledExecutorFactory.create(1, "Global--%d");
-    final MonitorScheduler monitorScheduler = new MonitorScheduler(
-        configFactory.build(MonitorSchedulerConfig.class), globalScheduledExec, emitter, monitors
-    );
-    lifecycle.addManagedInstance(monitorScheduler);
-
     executorLifecycle = executorLifecycleFactory.build(taskRunner, getJsonMapper());
     lifecycle.addManagedInstance(executorLifecycle);
 
@@ -229,6 +179,19 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
     );
   }
 
+  private void initializeMonitorScheduler()
+  {
+    if (monitorScheduler == null)
+    {
+      final ScheduledExecutorFactory scheduledExecutorFactory = ScheduledExecutors.createFactory(lifecycle);
+      final ScheduledExecutorService globalScheduledExec = scheduledExecutorFactory.create(1, "Global--%d");
+      this.monitorScheduler = new MonitorScheduler(
+          configFactory.build(MonitorSchedulerConfig.class), globalScheduledExec, emitter, ImmutableList.<Monitor>of()
+      );
+      lifecycle.addManagedInstance(monitorScheduler);
+    }
+  }
+
   @LifecycleStart
   public synchronized void start() throws Exception
   {
@@ -323,7 +286,7 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
 
   private void initializeS3Service() throws S3ServiceException
   {
-    if(s3Service == null) {
+    if (s3Service == null) {
       s3Service = new RestS3Service(
           new AWSCredentials(
               PropUtils.getProperty(props, "com.metamx.aws.accessKey"),
@@ -333,15 +296,6 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
     }
   }
 
-  private void initializeMonitors()
-  {
-    if (monitors == null) {
-      monitors = Lists.newArrayList();
-      monitors.add(new JvmMonitor());
-      monitors.add(new SysMonitor());
-    }
-  }
-
   private void initializeMergerConfig()
   {
     if (taskConfig == null) {
@@ -384,6 +338,7 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
           getAnnouncer(),
           getServerView(),
           getConglomerate(),
+          monitorScheduler,
           getJsonMapper()
       );
     }
@@ -393,8 +348,9 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
   {
     final ServiceDiscoveryConfig config = configFactory.build(ServiceDiscoveryConfig.class);
     if (serviceDiscovery == null) {
+      final CuratorFramework serviceDiscoveryCuratorFramework = Initialization.makeCuratorFramework(config, lifecycle);
       this.serviceDiscovery = Initialization.makeServiceDiscoveryClient(
-          getCuratorFramework(), config, lifecycle
+          serviceDiscoveryCuratorFramework, config, lifecycle
       );
     }
     if (serviceAnnouncer == null) {
@@ -430,19 +386,17 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
   {
     if (chatHandlerProvider == null) {
       final ChatHandlerProviderConfig config = configFactory.build(ChatHandlerProviderConfig.class);
-      final ServiceAnnouncer myServiceAnnouncer;
       if (config.getServiceFormat() == null) {
-        log.info("ChatHandlerProvider: Using NoopServiceAnnouncer. Good luck finding your firehoses!");
+        log.info("ChatHandlerProvider: Using NoopChatHandlerProvider. Good luck finding your firehoses!");
-        myServiceAnnouncer = new NoopServiceAnnouncer();
+        this.chatHandlerProvider = new NoopChatHandlerProvider();
       } else {
-        myServiceAnnouncer = serviceAnnouncer;
+        this.chatHandlerProvider = new EventReceivingChatHandlerProvider(
-      }
-      this.chatHandlerProvider = new ChatHandlerProvider(
             config,
-          myServiceAnnouncer
+            serviceAnnouncer
         );
       }
     }
+  }
 
   public static class Builder
   {
@@ -482,9 +436,12 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
         jsonMapper = new DefaultObjectMapper();
         smileMapper = new DefaultObjectMapper(new SmileFactory());
         smileMapper.getJsonFactory().setCodec(smileMapper);
-      }
+      } else if (jsonMapper == null || smileMapper == null) {
-      else if (jsonMapper == null || smileMapper == null) {
+        throw new ISE(
-        throw new ISE("Only jsonMapper[%s] or smileMapper[%s] was set, must set neither or both.", jsonMapper, smileMapper);
+            "Only jsonMapper[%s] or smileMapper[%s] was set, must set neither or both.",
+            jsonMapper,
+            smileMapper
+        );
       }
 
       if (lifecycle == null) {
@@ -499,7 +456,15 @@ public class ExecutorNode extends BaseServerNode<ExecutorNode>
         configFactory = Config.createFactory(props);
       }
 
-      return new ExecutorNode(nodeType, props, lifecycle, jsonMapper, smileMapper, configFactory, executorLifecycleFactory);
+      return new ExecutorNode(
+          nodeType,
+          props,
+          lifecycle,
+          jsonMapper,
+          smileMapper,
+          configFactory,
+          executorLifecycleFactory
+      );
     }
   }
 }

indexing-service/src/main/java/com/metamx/druid/indexing/worker/http/WorkerNode.java

@@ -331,11 +331,13 @@ public class WorkerNode extends QueryableNode<WorkerNode>
   {
     if (serviceDiscovery == null) {
       final ServiceDiscoveryConfig config = getConfigFactory().build(ServiceDiscoveryConfig.class);
-      this.serviceDiscovery = Initialization.makeServiceDiscoveryClient(
+      final CuratorFramework serviceDiscoveryCuratorFramework = Initialization.makeCuratorFramework(
-          getCuratorFramework(),
           config,
           getLifecycle()
       );
+      this.serviceDiscovery = Initialization.makeServiceDiscoveryClient(
+          serviceDiscoveryCuratorFramework, config, getLifecycle()
+      );
     }
     if (coordinatorServiceProvider == null) {
       this.coordinatorServiceProvider = Initialization.makeServiceProvider(
@@ -392,7 +394,7 @@ public class WorkerNode extends QueryableNode<WorkerNode>
   public void initializeWorkerTaskMonitor()
   {
     if (workerTaskMonitor == null) {
-      final ExecutorService workerExec = Executors.newFixedThreadPool(workerConfig.getNumThreads());
+      final ExecutorService workerExec = Executors.newFixedThreadPool(workerConfig.getCapacity());
       final CuratorFramework curatorFramework = getCuratorFramework();
 
       final PathChildrenCache pathChildrenCache = new PathChildrenCache(

indexing-service/src/test/java/com/metamx/druid/indexing/common/task/TaskSerdeTest.java

@@ -207,7 +207,8 @@ public class TaskSerdeTest
         null,
         null,
         new Period("PT10M"),
-        IndexGranularity.HOUR
+        IndexGranularity.HOUR,
+        null
     );
 
     final ObjectMapper jsonMapper = new DefaultObjectMapper();

indexing-service/src/test/java/com/metamx/druid/indexing/coordinator/RealtimeishTask.java

@@ -30,6 +30,7 @@ import com.metamx.druid.indexing.common.actions.LockListAction;
 import com.metamx.druid.indexing.common.actions.LockReleaseAction;
 import com.metamx.druid.indexing.common.actions.SegmentInsertAction;
 import com.metamx.druid.indexing.common.task.AbstractTask;
+import com.metamx.druid.indexing.common.task.TaskResource;
 import org.joda.time.Interval;
 import org.junit.Assert;
 
@@ -41,12 +42,12 @@ public class RealtimeishTask extends AbstractTask
 {
   public RealtimeishTask()
   {
-    super("rt1", "rt", "rt1", "foo", null);
+    super("rt1", "rt", new TaskResource("rt1", 1), "foo", null);
   }
 
-  public RealtimeishTask(String id, String groupId, String availGroup, String dataSource, Interval interval)
+  public RealtimeishTask(String id, String groupId, TaskResource taskResource, String dataSource, Interval interval)
   {
-    super(id, groupId, availGroup, dataSource, interval);
+    super(id, groupId, taskResource, dataSource, interval);
   }
 
   @Override

indexing-service/src/test/java/com/metamx/druid/indexing/coordinator/RemoteTaskRunnerTest.java

@@ -2,22 +2,26 @@ package com.metamx.druid.indexing.coordinator;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.fasterxml.jackson.databind.jsontype.NamedType;
+import com.google.common.base.Function;
+import com.google.common.base.Joiner;
 import com.google.common.base.Stopwatch;
-import com.google.common.base.Throwables;
+import com.google.common.collect.Iterables;
 import com.google.common.collect.Lists;
-import com.google.common.util.concurrent.FutureCallback;
+import com.google.common.collect.Sets;
-import com.google.common.util.concurrent.Futures;
+import com.google.common.io.Files;
+import com.google.common.util.concurrent.ListenableFuture;
 import com.metamx.common.ISE;
 import com.metamx.druid.aggregation.AggregatorFactory;
 import com.metamx.druid.client.DataSegment;
 import com.metamx.druid.curator.PotentiallyGzippedCompressionProvider;
+import com.metamx.druid.curator.cache.SimplePathChildrenCacheFactory;
 import com.metamx.druid.indexing.TestTask;
-import com.metamx.druid.indexing.common.RetryPolicyFactory;
 import com.metamx.druid.indexing.common.TaskStatus;
 import com.metamx.druid.indexing.common.TaskToolboxFactory;
 import com.metamx.druid.indexing.common.config.IndexerZkConfig;
-import com.metamx.druid.indexing.common.config.RetryPolicyConfig;
 import com.metamx.druid.indexing.common.config.TaskConfig;
+import com.metamx.druid.indexing.common.task.Task;
+import com.metamx.druid.indexing.common.task.TaskResource;
 import com.metamx.druid.indexing.coordinator.config.RemoteTaskRunnerConfig;
 import com.metamx.druid.indexing.coordinator.setup.WorkerSetupData;
 import com.metamx.druid.indexing.worker.Worker;
@@ -26,7 +30,6 @@ import com.metamx.druid.indexing.worker.WorkerTaskMonitor;
 import com.metamx.druid.jackson.DefaultObjectMapper;
 import com.metamx.emitter.EmittingLogger;
 import com.metamx.emitter.service.ServiceEmitter;
-import org.apache.commons.lang.mutable.MutableBoolean;
 import org.apache.curator.framework.CuratorFramework;
 import org.apache.curator.framework.CuratorFrameworkFactory;
 import org.apache.curator.framework.recipes.cache.PathChildrenCache;
@@ -42,35 +45,34 @@ import org.junit.Assert;
 import org.junit.Before;
 import org.junit.Test;
 
+import javax.annotation.Nullable;
 import java.io.File;
+import java.util.Arrays;
+import java.util.Set;
 import java.util.concurrent.Executors;
-import java.util.concurrent.ScheduledExecutorService;
 import java.util.concurrent.TimeUnit;
 import java.util.concurrent.atomic.AtomicReference;
 
-import static junit.framework.Assert.fail;
-
 /**
  */
 public class RemoteTaskRunnerTest
 {
   private static final ObjectMapper jsonMapper = new DefaultObjectMapper();
-  private static final String basePath = "/test/druid/indexer";
+  private static final Joiner joiner = Joiner.on("/");
-  private static final String announcementsPath = String.format("%s/announcements", basePath);
+  private static final String basePath = "/test/druid";
-  private static final String tasksPath = String.format("%s/tasks", basePath);
+  private static final String announcementsPath = String.format("%s/indexer/announcements/worker", basePath);
-  private static final String statusPath = String.format("%s/status", basePath);
+  private static final String tasksPath = String.format("%s/indexer/tasks/worker", basePath);
+  private static final String statusPath = String.format("%s/indexer/status/worker", basePath);
 
   private TestingCluster testingCluster;
   private CuratorFramework cf;
-  private PathChildrenCache pathChildrenCache;
   private RemoteTaskRunner remoteTaskRunner;
+  private WorkerCuratorCoordinator workerCuratorCoordinator;
   private WorkerTaskMonitor workerTaskMonitor;
 
-  private ScheduledExecutorService scheduledExec;
+  private TestTask task;
 
-  private TestTask task1;
+  private Worker worker;
-
-  private Worker worker1;
 
   @Before
   public void setUp() throws Exception
@@ -84,78 +86,27 @@ public class RemoteTaskRunnerTest
                                 .compressionProvider(new PotentiallyGzippedCompressionProvider(false))
                                 .build();
     cf.start();
+    cf.create().creatingParentsIfNeeded().forPath(basePath);
 
-    cf.create().creatingParentsIfNeeded().forPath(announcementsPath);
+    task = makeTask(TaskStatus.success("task"));
-    cf.create().forPath(tasksPath);
-    cf.create().forPath(String.format("%s/worker1", tasksPath));
-    cf.create().forPath(statusPath);
-    cf.create().forPath(String.format("%s/worker1", statusPath));
-
-    pathChildrenCache = new PathChildrenCache(cf, announcementsPath, true);
-
-    worker1 = new Worker(
-        "worker1",
-        "localhost",
-        3,
-        "0"
-    );
-
-    task1 = new TestTask(
-        "task1",
-        "dummyDs",
-        Lists.<DataSegment>newArrayList(
-            new DataSegment(
-                "dummyDs",
-                new Interval(new DateTime(), new DateTime()),
-                new DateTime().toString(),
-                null,
-                null,
-                null,
-                null,
-                0,
-                0
-            )
-        ),
-        Lists.<AggregatorFactory>newArrayList(),
-        TaskStatus.success("task1")
-    );
-
-    makeRemoteTaskRunner();
-    makeTaskMonitor();
   }
 
   @After
   public void tearDown() throws Exception
   {
-    testingCluster.stop();
     remoteTaskRunner.stop();
+    workerCuratorCoordinator.stop();
     workerTaskMonitor.stop();
+    cf.close();
+    testingCluster.stop();
   }
 
   @Test
   public void testRunNoExistingTask() throws Exception
   {
-    remoteTaskRunner.run(task1);
+    doSetup();
-  }
 
-  @Test
+    remoteTaskRunner.run(task);
-  public void testExceptionThrownWithExistingTask() throws Exception
-  {
-    remoteTaskRunner.run(
-        new TestTask(
-            task1.getId(),
-            task1.getDataSource(),
-            task1.getSegments(),
-            Lists.<AggregatorFactory>newArrayList(),
-            TaskStatus.running(task1.getId())
-        )
-    );
-    try {
-      remoteTaskRunner.run(task1);
-      fail("ISE expected");
-    }
-    catch (ISE expected) {
-    }
   }
 
   @Test
@@ -164,107 +115,36 @@ public class RemoteTaskRunnerTest
     ServiceEmitter emitter = EasyMock.createMock(ServiceEmitter.class);
     EmittingLogger.registerEmitter(emitter);
     EasyMock.replay(emitter);
-    remoteTaskRunner.run(
+
-        new TestTask(
+    doSetup();
-            new String(new char[5000]),
+
-            "dummyDs",
+    remoteTaskRunner.run(makeTask(TaskStatus.success(new String(new char[5000]))));
-            Lists.<DataSegment>newArrayList(
+
-                new DataSegment(
-                    "dummyDs",
-                    new Interval(new DateTime(), new DateTime()),
-                    new DateTime().toString(),
-                    null,
-                    null,
-                    null,
-                    null,
-                    0,
-                    0
-                )
-            ),
-            Lists.<AggregatorFactory>newArrayList(),
-            TaskStatus.success("foo")
-        )
-    );
     EasyMock.verify(emitter);
   }
 
-  @Test
-  public void testRunWithCallback() throws Exception
-  {
-    final MutableBoolean callbackCalled = new MutableBoolean(false);
-
-    Futures.addCallback(
-        remoteTaskRunner.run(
-            new TestTask(
-                task1.getId(),
-                task1.getDataSource(),
-                task1.getSegments(),
-                Lists.<AggregatorFactory>newArrayList(),
-                TaskStatus.running(task1.getId())
-            )
-        ), new FutureCallback<TaskStatus>()
-    {
-      @Override
-      public void onSuccess(TaskStatus taskStatus)
-      {
-        callbackCalled.setValue(true);
-      }
-
-      @Override
-      public void onFailure(Throwable throwable)
-      {
-        // neg
-      }
-    }
-    );
-
-    // Really don't like this way of waiting for the task to appear
-    int count = 0;
-    while (remoteTaskRunner.findWorkerRunningTask(task1.getId()) == null) {
-      Thread.sleep(500);
-      if (count > 10) {
-        throw new ISE("WTF?! Task still not announced in ZK?");
-      }
-      count++;
-    }
-
-    Assert.assertTrue(remoteTaskRunner.getRunningTasks().size() == 1);
-
-    // Complete the task
-    cf.setData().forPath(
-        String.format("%s/worker1/task1", statusPath),
-        jsonMapper.writeValueAsBytes(TaskStatus.success(task1.getId()))
-    );
-
-    // Really don't like this way of waiting for the task to disappear
-    count = 0;
-    while (remoteTaskRunner.findWorkerRunningTask(task1.getId()) != null) {
-      Thread.sleep(500);
-      if (count > 10) {
-        throw new ISE("WTF?! Task still exists in ZK?");
-      }
-      count++;
-    }
-
-    Assert.assertTrue("TaskCallback was not called!", callbackCalled.booleanValue());
-  }
-
-
   @Test
   public void testRunSameAvailabilityGroup() throws Exception
   {
-    TestRealtimeTask theTask = new TestRealtimeTask("rt1", "rt1", "foo", TaskStatus.running("rt1"));
+    doSetup();
+
+    TestRealtimeTask theTask = new TestRealtimeTask(
+        "rt1",
+        new TaskResource("rt1", 1),
+        "foo",
+        TaskStatus.running("rt1")
+    );
     remoteTaskRunner.run(theTask);
     remoteTaskRunner.run(
-        new TestRealtimeTask("rt2", "rt1", "foo", TaskStatus.running("rt2"))
+        new TestRealtimeTask("rt2", new TaskResource("rt1", 1), "foo", TaskStatus.running("rt2"))
     );
     remoteTaskRunner.run(
-        new TestRealtimeTask("rt3", "rt2", "foo", TaskStatus.running("rt3"))
+        new TestRealtimeTask("rt3", new TaskResource("rt2", 1), "foo", TaskStatus.running("rt3"))
     );
 
     Stopwatch stopwatch = new Stopwatch();
     stopwatch.start();
-    while (remoteTaskRunner.getRunningTasks().isEmpty()) {
+    while (remoteTaskRunner.getRunningTasks().size() < 2) {
       Thread.sleep(100);
       if (stopwatch.elapsed(TimeUnit.MILLISECONDS) > 1000) {
         throw new ISE("Cannot find running task");
@@ -276,35 +156,148 @@ public class RemoteTaskRunnerTest
     Assert.assertTrue(remoteTaskRunner.getPendingTasks().iterator().next().getTask().getId().equals("rt2"));
   }
 
+  @Test
+  public void testRunWithCapacity() throws Exception
+  {
+    doSetup();
+
+    TestRealtimeTask theTask = new TestRealtimeTask(
+        "rt1",
+        new TaskResource("rt1", 1),
+        "foo",
+        TaskStatus.running("rt1")
+    );
+    remoteTaskRunner.run(theTask);
+    remoteTaskRunner.run(
+        new TestRealtimeTask("rt2", new TaskResource("rt2", 3), "foo", TaskStatus.running("rt2"))
+    );
+    remoteTaskRunner.run(
+        new TestRealtimeTask("rt3", new TaskResource("rt3", 2), "foo", TaskStatus.running("rt3"))
+    );
+
+    Stopwatch stopwatch = new Stopwatch();
+    stopwatch.start();
+    while (remoteTaskRunner.getRunningTasks().size() < 2) {
+      Thread.sleep(100);
+      if (stopwatch.elapsed(TimeUnit.MILLISECONDS) > 1000) {
+        throw new ISE("Cannot find running task");
+      }
+    }
+
+    Assert.assertTrue(remoteTaskRunner.getRunningTasks().size() == 2);
+    Assert.assertTrue(remoteTaskRunner.getPendingTasks().size() == 1);
+    Assert.assertTrue(remoteTaskRunner.getPendingTasks().iterator().next().getTask().getId().equals("rt2"));
+  }
+
+  @Test
+  public void testFailure() throws Exception
+  {
+    doSetup();
+
+    ListenableFuture<TaskStatus> future = remoteTaskRunner.run(makeTask(TaskStatus.running("task")));
+    final String taskStatus = joiner.join(statusPath, "task");
+
+    Stopwatch stopwatch = new Stopwatch();
+    stopwatch.start();
+    while (cf.checkExists().forPath(taskStatus) == null) {
+      Thread.sleep(100);
+      if (stopwatch.elapsed(TimeUnit.MILLISECONDS) > 1000) {
+        throw new ISE("Cannot find running task");
+      }
+    }
+    Assert.assertTrue(remoteTaskRunner.getRunningTasks().iterator().next().getTask().getId().equals("task"));
+
+    cf.delete().forPath(taskStatus);
+
+    TaskStatus status = future.get();
+
+    Assert.assertEquals(status.getStatusCode(), TaskStatus.Status.FAILED);
+  }
+
+  @Test
+  public void testBootstrap() throws Exception
+  {
+    cf.create()
+      .creatingParentsIfNeeded()
+      .withMode(CreateMode.EPHEMERAL)
+      .forPath(joiner.join(statusPath, "first"), jsonMapper.writeValueAsBytes(TaskStatus.running("first")));
+    cf.create()
+      .creatingParentsIfNeeded()
+      .withMode(CreateMode.EPHEMERAL)
+      .forPath(joiner.join(statusPath, "second"), jsonMapper.writeValueAsBytes(TaskStatus.running("second")));
+
+    doSetup();
+
+    Set<String> existingTasks = Sets.newHashSet();
+    for (ZkWorker zkWorker : remoteTaskRunner.getWorkers()) {
+      existingTasks.addAll(zkWorker.getRunningTasks().keySet());
+    }
+
+    Assert.assertTrue(existingTasks.size() == 2);
+    Assert.assertTrue(existingTasks.contains("first"));
+    Assert.assertTrue(existingTasks.contains("second"));
+
+    remoteTaskRunner.bootstrap(Arrays.<Task>asList(makeTask(TaskStatus.running("second"))));
+
+    Set<String> runningTasks = Sets.newHashSet(
+        Iterables.transform(
+            remoteTaskRunner.getRunningTasks(),
+            new Function<RemoteTaskRunnerWorkItem, String>()
+            {
+              @Override
+              public String apply(RemoteTaskRunnerWorkItem input)
+              {
+                return input.getTask().getId();
+              }
+            }
+        )
+    );
+
+    Assert.assertTrue(runningTasks.size() == 1);
+    Assert.assertTrue(runningTasks.contains("second"));
+    Assert.assertFalse(runningTasks.contains("first"));
+  }
+
+  private void doSetup() throws Exception
+  {
+    makeWorker();
+    makeRemoteTaskRunner();
+    makeTaskMonitor();
+  }
+
+  private TestTask makeTask(TaskStatus status)
+  {
+    return new TestTask(
+        status.getId(),
+        "dummyDs",
+        Lists.<DataSegment>newArrayList(
+            new DataSegment(
+                "dummyDs",
+                new Interval(new DateTime(), new DateTime()),
+                new DateTime().toString(),
+                null,
+                null,
+                null,
+                null,
+                0,
+                0
+            )
+        ),
+        Lists.<AggregatorFactory>newArrayList(),
+        status
+    );
+  }
 
   private void makeTaskMonitor() throws Exception
   {
-    WorkerCuratorCoordinator workerCuratorCoordinator = new WorkerCuratorCoordinator(
+    workerCuratorCoordinator = new WorkerCuratorCoordinator(
         jsonMapper,
         new IndexerZkConfig()
         {
-          @Override
-          public String getIndexerAnnouncementPath()
-          {
-            return announcementsPath;
-          }
-
-          @Override
-          public String getIndexerTaskPath()
-          {
-            return tasksPath;
-          }
-
-          @Override
-          public String getIndexerStatusPath()
-          {
-            return statusPath;
-          }
-
           @Override
           public String getZkBasePath()
           {
-            throw new UnsupportedOperationException();
+            return basePath;
           }
 
           @Override
@@ -314,13 +307,14 @@ public class RemoteTaskRunnerTest
           }
         },
         cf,
-        worker1
+        worker
     );
     workerCuratorCoordinator.start();
 
+    // Start a task monitor
     workerTaskMonitor = new WorkerTaskMonitor(
         jsonMapper,
-        new PathChildrenCache(cf, String.format("%s/worker1", tasksPath), true),
+        new PathChildrenCache(cf, tasksPath, true),
         cf,
         workerCuratorCoordinator,
         new ThreadPoolTaskRunner(
@@ -328,14 +322,11 @@ public class RemoteTaskRunnerTest
                 new TaskConfig()
                 {
                   @Override
-                  public File getBaseTaskDir()
+                  public String getBaseDir()
                   {
-                    try {
+                    File tmp = Files.createTempDir();
-                      return File.createTempFile("billy", "yay");
+                    tmp.deleteOnExit();
-                    }
+                    return tmp.toString();
-                    catch (Exception e) {
-                      throw Throwables.propagate(e);
-                    }
                   }
 
                   @Override
@@ -349,7 +340,7 @@ public class RemoteTaskRunnerTest
                   {
                     return null;
                   }
-                }, null, null, null, null, null, null, null, null, jsonMapper
+                }, null, null, null, null, null, null, null, null, null, jsonMapper
             ), Executors.newSingleThreadExecutor()
         ),
         Executors.newSingleThreadExecutor()
@@ -361,80 +352,45 @@ public class RemoteTaskRunnerTest
 
   private void makeRemoteTaskRunner() throws Exception
   {
-    scheduledExec = EasyMock.createMock(ScheduledExecutorService.class);
-
     remoteTaskRunner = new RemoteTaskRunner(
         jsonMapper,
         new TestRemoteTaskRunnerConfig(),
         cf,
-        pathChildrenCache,
+        new SimplePathChildrenCacheFactory.Builder().build(),
-        scheduledExec,
-        new RetryPolicyFactory(new TestRetryPolicyConfig()),
         new AtomicReference<WorkerSetupData>(new WorkerSetupData("0", 0, 1, null, null)),
         null
     );
 
-    // Create a single worker and wait for things for be ready
     remoteTaskRunner.start();
-    cf.create().creatingParentsIfNeeded().withMode(CreateMode.EPHEMERAL).forPath(
+  }
-        String.format("%s/worker1", announcementsPath),
+
-        jsonMapper.writeValueAsBytes(worker1)
+  private void makeWorker() throws Exception
+  {
+    worker = new Worker(
+        "worker",
+        "localhost",
+        3,
+        "0"
     );
-    int count = 0;
-    while (remoteTaskRunner.getWorkers().size() == 0) {
-      Thread.sleep(500);
-      if (count > 10) {
-        throw new ISE("WTF?! Still can't find worker!");
-      }
-      count++;
-    }
-  }
 
-  private static class TestRetryPolicyConfig extends RetryPolicyConfig
+    cf.create().creatingParentsIfNeeded().withMode(CreateMode.EPHEMERAL).forPath(
-  {
+        announcementsPath,
-    @Override
+        jsonMapper.writeValueAsBytes(worker)
-    public Duration getRetryMinDuration()
+    );
-    {
-      return null;
-    }
-
-    @Override
-    public Duration getRetryMaxDuration()
-    {
-      return null;
-    }
-
-    @Override
-    public long getMaxRetryCount()
-    {
-      return 0;
-    }
   }
 
   private static class TestRemoteTaskRunnerConfig extends RemoteTaskRunnerConfig
   {
     @Override
-    public String getIndexerAnnouncementPath()
+    public boolean enableCompression()
     {
-      return announcementsPath;
+      return false;
-    }
-
-    @Override
-    public String getIndexerTaskPath()
-    {
-      return tasksPath;
-    }
-
-    @Override
-    public String getIndexerStatusPath()
-    {
-      return statusPath;
     }
 
     @Override
     public String getZkBasePath()
     {
-      throw new UnsupportedOperationException();
+      return basePath;
     }
 
     @Override
@@ -448,5 +404,11 @@ public class RemoteTaskRunnerTest
     {
       return 1000;
     }
+
+    @Override
+    public String getWorkerVersion()
+    {
+      return "";
+    }
   }
 }

indexing-service/src/test/java/com/metamx/druid/indexing/coordinator/TaskLifecycleTest.java

@@ -36,6 +36,7 @@ import com.metamx.druid.aggregation.AggregatorFactory;
 import com.metamx.druid.aggregation.DoubleSumAggregatorFactory;
 import com.metamx.druid.client.DataSegment;
 import com.metamx.druid.indexer.granularity.UniformGranularitySpec;
+import com.metamx.druid.indexing.common.task.TaskResource;
 import com.metamx.druid.input.InputRow;
 import com.metamx.druid.input.MapBasedInputRow;
 import com.metamx.druid.jackson.DefaultObjectMapper;
@@ -120,9 +121,9 @@ public class TaskLifecycleTest
         new TaskConfig()
         {
           @Override
-          public File getBaseTaskDir()
+          public String getBaseDir()
           {
-            return tmp;
+            return tmp.toString();
           }
 
           @Override
@@ -159,6 +160,7 @@ public class TaskLifecycleTest
         null, // segment announcer
         null, // new segment server view
         null, // query runner factory conglomerate corporation unionized collective
+        null, // monitor scheduler
         new DefaultObjectMapper()
     );
 
@@ -284,7 +286,7 @@ public class TaskLifecycleTest
   @Test
   public void testSimple() throws Exception
   {
-    final Task task = new AbstractTask("id1", "id1", "id1", "ds", new Interval("2012-01-01/P1D"))
+    final Task task = new AbstractTask("id1", "id1", new TaskResource("id1", 1), "ds", new Interval("2012-01-01/P1D"))
     {
       @Override
       public String getType()
@@ -321,7 +323,7 @@ public class TaskLifecycleTest
   @Test
   public void testBadInterval() throws Exception
   {
-    final Task task = new AbstractTask("id1", "id1", "id1", "ds", new Interval("2012-01-01/P1D"))
+    final Task task = new AbstractTask("id1", "id1", "ds", new Interval("2012-01-01/P1D"))
     {
       @Override
       public String getType()
@@ -355,7 +357,7 @@ public class TaskLifecycleTest
   @Test
   public void testBadVersion() throws Exception
   {
-    final Task task = new AbstractTask("id1", "id1", "id1", "ds", new Interval("2012-01-01/P1D"))
+    final Task task = new AbstractTask("id1", "id1", "ds", new Interval("2012-01-01/P1D"))
     {
       @Override
       public String getType()

indexing-service/src/test/java/com/metamx/druid/indexing/coordinator/TaskQueueTest.java

@@ -168,6 +168,7 @@ public class TaskQueueTest
         null,
         null,
         null,
+        null,
         null
     );
 
@@ -228,6 +229,7 @@ public class TaskQueueTest
         null,
         null,
         null,
+        null,
         null
     );
 
@@ -346,7 +348,7 @@ public class TaskQueueTest
 
   private static Task newTask(final String id, final String groupId, final String dataSource, final Interval interval)
   {
-    return new AbstractTask(id, groupId, id, dataSource, interval)
+    return new AbstractTask(id, groupId, dataSource, interval)
     {
       @Override
       public TaskStatus run(TaskToolbox toolbox) throws Exception
@@ -370,7 +372,7 @@ public class TaskQueueTest
       final List<Task> nextTasks
   )
   {
-    return new AbstractTask(id, groupId, id, dataSource, interval)
+    return new AbstractTask(id, groupId, dataSource, interval)
     {
       @Override
       public String getType()

indexing-service/src/test/java/com/metamx/druid/indexing/coordinator/TestRealtimeTask.java

@@ -27,6 +27,7 @@ import com.metamx.druid.aggregation.AggregatorFactory;
 import com.metamx.druid.indexing.common.TaskStatus;
 import com.metamx.druid.indexing.common.TaskToolbox;
 import com.metamx.druid.indexing.common.task.RealtimeIndexTask;
+import com.metamx.druid.indexing.common.task.TaskResource;
 import com.metamx.druid.realtime.Schema;
 import com.metamx.druid.shard.NoneShardSpec;
 
@@ -40,18 +41,19 @@ public class TestRealtimeTask extends RealtimeIndexTask
   @JsonCreator
   public TestRealtimeTask(
       @JsonProperty("id") String id,
-      @JsonProperty("availabilityGroup") String availGroup,
+      @JsonProperty("resource") TaskResource taskResource,
       @JsonProperty("dataSource") String dataSource,
       @JsonProperty("taskStatus") TaskStatus status
   )
   {
     super(
         id,
-        availGroup,
+        taskResource,
         new Schema(dataSource, null, new AggregatorFactory[]{}, QueryGranularity.NONE, new NoneShardSpec()),
         null,
         null,
         null,
+        null,
         null
     );
     this.status = status;

indexing-service/src/test/java/com/metamx/druid/indexing/coordinator/scaling/EC2AutoScalingStrategyTest.java

@@ -84,6 +84,12 @@ public class EC2AutoScalingStrategyTest
           {
             return "8080";
           }
+
+          @Override
+          public String getWorkerVersion()
+          {
+            return "";
+          }
         },
         workerSetupData
     );

indexing-service/src/test/java/com/metamx/druid/indexing/coordinator/scaling/SimpleResourceManagementStrategyTest.java

@@ -19,17 +19,20 @@
 
 package com.metamx.druid.indexing.coordinator.scaling;
 
+import com.google.common.collect.ImmutableMap;
 import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
 import com.google.common.collect.Sets;
 import com.metamx.druid.aggregation.AggregatorFactory;
 import com.metamx.druid.client.DataSegment;
 import com.metamx.druid.indexing.TestTask;
 import com.metamx.druid.indexing.common.TaskStatus;
 import com.metamx.druid.indexing.common.task.Task;
-import com.metamx.druid.indexing.coordinator.TaskRunnerWorkItem;
+import com.metamx.druid.indexing.coordinator.RemoteTaskRunnerWorkItem;
 import com.metamx.druid.indexing.coordinator.ZkWorker;
 import com.metamx.druid.indexing.coordinator.setup.WorkerSetupData;
 import com.metamx.druid.indexing.worker.Worker;
+import com.metamx.druid.jackson.DefaultObjectMapper;
 import com.metamx.emitter.EmittingLogger;
 import com.metamx.emitter.service.ServiceEmitter;
 import com.metamx.emitter.service.ServiceEventBuilder;
@@ -42,7 +45,9 @@ import org.junit.Before;
 import org.junit.Test;
 
 import java.util.Arrays;
+import java.util.Collection;
 import java.util.List;
+import java.util.Map;
 import java.util.Set;
 import java.util.concurrent.atomic.AtomicReference;
 
@@ -111,6 +116,12 @@ public class SimpleResourceManagementStrategyTest
           {
             return new Duration(0);
           }
+
+          @Override
+          public String getWorkerVersion()
+          {
+            return "";
+          }
         },
         workerSetupData
     );
@@ -127,8 +138,8 @@ public class SimpleResourceManagementStrategyTest
     EasyMock.replay(autoScalingStrategy);
 
     boolean provisionedSomething = simpleResourceManagementStrategy.doProvision(
-        Arrays.<TaskRunnerWorkItem>asList(
+        Arrays.<RemoteTaskRunnerWorkItem>asList(
-            new TaskRunnerWorkItem(testTask, null, null, null).withQueueInsertionTime(new DateTime())
+            new RemoteTaskRunnerWorkItem(testTask, null).withQueueInsertionTime(new DateTime())
         ),
         Arrays.<ZkWorker>asList(
             new TestZkWorker(testTask)
@@ -155,8 +166,8 @@ public class SimpleResourceManagementStrategyTest
     EasyMock.replay(autoScalingStrategy);
 
     boolean provisionedSomething = simpleResourceManagementStrategy.doProvision(
-        Arrays.<TaskRunnerWorkItem>asList(
+        Arrays.<RemoteTaskRunnerWorkItem>asList(
-            new TaskRunnerWorkItem(testTask, null, null, null).withQueueInsertionTime(new DateTime())
+            new RemoteTaskRunnerWorkItem(testTask, null).withQueueInsertionTime(new DateTime())
         ),
         Arrays.<ZkWorker>asList(
             new TestZkWorker(testTask)
@@ -171,8 +182,8 @@ public class SimpleResourceManagementStrategyTest
     );
 
     provisionedSomething = simpleResourceManagementStrategy.doProvision(
-        Arrays.<TaskRunnerWorkItem>asList(
+        Arrays.<RemoteTaskRunnerWorkItem>asList(
-            new TaskRunnerWorkItem(testTask, null, null, null).withQueueInsertionTime(new DateTime())
+            new RemoteTaskRunnerWorkItem(testTask, null).withQueueInsertionTime(new DateTime())
         ),
         Arrays.<ZkWorker>asList(
             new TestZkWorker(testTask)
@@ -212,8 +223,8 @@ public class SimpleResourceManagementStrategyTest
     EasyMock.replay(autoScalingStrategy);
 
     boolean provisionedSomething = simpleResourceManagementStrategy.doProvision(
-        Arrays.<TaskRunnerWorkItem>asList(
+        Arrays.<RemoteTaskRunnerWorkItem>asList(
-            new TaskRunnerWorkItem(testTask, null, null, null).withQueueInsertionTime(new DateTime())
+            new RemoteTaskRunnerWorkItem(testTask, null).withQueueInsertionTime(new DateTime())
         ),
         Arrays.<ZkWorker>asList(
             new TestZkWorker(testTask)
@@ -230,8 +241,8 @@ public class SimpleResourceManagementStrategyTest
     Thread.sleep(2000);
 
     provisionedSomething = simpleResourceManagementStrategy.doProvision(
-        Arrays.<TaskRunnerWorkItem>asList(
+        Arrays.<RemoteTaskRunnerWorkItem>asList(
-            new TaskRunnerWorkItem(testTask, null, null, null).withQueueInsertionTime(new DateTime())
+            new RemoteTaskRunnerWorkItem(testTask, null).withQueueInsertionTime(new DateTime())
         ),
         Arrays.<ZkWorker>asList(
             new TestZkWorker(testTask)
@@ -264,8 +275,8 @@ public class SimpleResourceManagementStrategyTest
     EasyMock.replay(autoScalingStrategy);
 
     boolean terminatedSomething = simpleResourceManagementStrategy.doTerminate(
-        Arrays.<TaskRunnerWorkItem>asList(
+        Arrays.<RemoteTaskRunnerWorkItem>asList(
-            new TaskRunnerWorkItem(testTask, null, null, null).withQueueInsertionTime(new DateTime())
+            new RemoteTaskRunnerWorkItem(testTask, null).withQueueInsertionTime(new DateTime())
         ),
         Arrays.<ZkWorker>asList(
             new TestZkWorker(null)
@@ -294,8 +305,8 @@ public class SimpleResourceManagementStrategyTest
     EasyMock.replay(autoScalingStrategy);
 
     boolean terminatedSomething = simpleResourceManagementStrategy.doTerminate(
-        Arrays.<TaskRunnerWorkItem>asList(
+        Arrays.<RemoteTaskRunnerWorkItem>asList(
-            new TaskRunnerWorkItem(testTask, null, null, null).withQueueInsertionTime(new DateTime())
+            new RemoteTaskRunnerWorkItem(testTask, null).withQueueInsertionTime(new DateTime())
         ),
         Arrays.<ZkWorker>asList(
             new TestZkWorker(null)
@@ -309,8 +320,8 @@ public class SimpleResourceManagementStrategyTest
     );
 
     terminatedSomething = simpleResourceManagementStrategy.doTerminate(
-        Arrays.<TaskRunnerWorkItem>asList(
+        Arrays.<RemoteTaskRunnerWorkItem>asList(
-            new TaskRunnerWorkItem(testTask, null, null, null).withQueueInsertionTime(new DateTime())
+            new RemoteTaskRunnerWorkItem(testTask, null).withQueueInsertionTime(new DateTime())
         ),
         Arrays.<ZkWorker>asList(
             new TestZkWorker(null)
@@ -334,18 +345,18 @@ public class SimpleResourceManagementStrategyTest
         Task testTask
     )
     {
-      super(new Worker("host", "ip", 3, "version"), null, null);
+      super(new Worker("host", "ip", 3, "version"), null, new DefaultObjectMapper());
 
       this.testTask = testTask;
     }
 
     @Override
-    public Set<String> getRunningTasks()
+    public Map<String, TaskStatus> getRunningTasks()
     {
       if (testTask == null) {
-        return Sets.newHashSet();
+        return Maps.newHashMap();
       }
-      return Sets.newHashSet(testTask.getId());
+      return ImmutableMap.of(testTask.getId(), TaskStatus.running(testTask.getId()));
     }
   }
 }

pom.xml

@@ -23,7 +23,7 @@
     <groupId>com.metamx</groupId>
     <artifactId>druid</artifactId>
     <packaging>pom</packaging>
-    <version>0.5.19-SNAPSHOT</version>
+    <version>0.5.33-SNAPSHOT</version>
     <name>druid</name>
     <description>druid</description>
     <scm>
@@ -38,7 +38,7 @@
 
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-        <metamx.java-util.version>0.22.3</metamx.java-util.version>
+        <metamx.java-util.version>0.22.6</metamx.java-util.version>
         <apache.curator.version>2.1.0-incubating</apache.curator.version>
     </properties>
 
@@ -80,7 +80,7 @@
             <dependency>
                 <groupId>com.metamx</groupId>
                 <artifactId>server-metrics</artifactId>
-                <version>0.0.2</version>
+                <version>0.0.3</version>
             </dependency>
 
             <dependency>

realtime/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>com.metamx</groupId>
         <artifactId>druid</artifactId>
-        <version>0.5.19-SNAPSHOT</version>
+        <version>0.5.33-SNAPSHOT</version>
     </parent>
 
     <dependencies>

realtime/src/main/java/com/metamx/druid/realtime/RealtimeManager.java

@@ -164,6 +164,17 @@ public class RealtimeManager implements QuerySegmentWalker
           final InputRow inputRow;
           try {
             inputRow = firehose.nextRow();
+          }
+          catch (FormattedException e) {
+            log.info(e, "unparseable line: %s", e.getDetails());
+            metrics.incrementUnparseable();
+            continue;
+          }
+          catch (Exception e) {
+            log.info(e, "thrown away line due to exception");
+            metrics.incrementThrownAway();
+            continue;
+          }
 
           final Sink sink = plumber.getSink(inputRow.getTimestampFromEpoch());
           if (sink == null) {
@@ -185,12 +196,6 @@ public class RealtimeManager implements QuerySegmentWalker
             nextFlush = new DateTime().plus(intermediatePersistPeriod).getMillis();
           }
         }
-          catch (FormattedException e) {
-            log.info(e, "unparseable line: %s", e.getDetails());
-            metrics.incrementUnparseable();
-            continue;
-          }
-        }
       } catch (RuntimeException e) {
         log.makeAlert(e, "RuntimeException aborted realtime processing[%s]", fireDepartment.getSchema().getDataSource())
            .emit();

realtime/src/main/java/com/metamx/druid/realtime/RealtimeMetricsMonitor.java

@@ -31,7 +31,7 @@ import java.util.Map;
 */
 public class RealtimeMetricsMonitor extends AbstractMonitor
 {
-  Map<FireDepartment, FireDepartmentMetrics> previousValues;
+  private final Map<FireDepartment, FireDepartmentMetrics> previousValues;
   private final List<FireDepartment> fireDepartments;
 
   public RealtimeMetricsMonitor(List<FireDepartment> fireDepartments)

realtime/src/main/java/com/metamx/druid/realtime/firehose/GracefulShutdownFirehose.java

@@ -1,142 +0,0 @@
-/*
- * Druid - a distributed column store.
- * Copyright (C) 2012  Metamarkets Group Inc.
- *
- * This program is free software; you can redistribute it and/or
- * modify it under the terms of the GNU General Public License
- * as published by the Free Software Foundation; either version 2
- * of the License, or (at your option) any later version.
- *
- * This program is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with this program; if not, write to the Free Software
- * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
- */
-
-package com.metamx.druid.realtime.firehose;
-
-import com.google.common.base.Throwables;
-import com.google.common.util.concurrent.ThreadFactoryBuilder;
-import com.metamx.common.concurrent.ScheduledExecutors;
-import com.metamx.common.logger.Logger;
-import com.metamx.druid.index.v1.IndexGranularity;
-import com.metamx.druid.input.InputRow;
-import com.metamx.druid.realtime.plumber.IntervalRejectionPolicyFactory;
-import com.metamx.druid.realtime.plumber.RejectionPolicy;
-import org.joda.time.DateTime;
-import org.joda.time.Duration;
-import org.joda.time.Interval;
-import org.joda.time.Period;
-
-import java.io.IOException;
-import java.util.concurrent.Callable;
-import java.util.concurrent.Executors;
-import java.util.concurrent.ScheduledExecutorService;
-import java.util.concurrent.atomic.AtomicBoolean;
-
-/**
- */
-public class GracefulShutdownFirehose implements Firehose
-{
-  private static final Logger log = new Logger(GracefulShutdownFirehose.class);
-
-  private final Firehose firehose;
-  private final IndexGranularity segmentGranularity;
-  private final long windowMillis;
-  private final ScheduledExecutorService scheduledExecutor;
-  private final RejectionPolicy rejectionPolicy;
-
-  // when this is set to false, the firehose will have no more rows
-  private final AtomicBoolean valveOn = new AtomicBoolean(true);
-
-  // when this is set to true, the firehose will begin rejecting events
-  private volatile boolean beginRejectionPolicy = false;
-
-  public GracefulShutdownFirehose(
-      Firehose firehose,
-      IndexGranularity segmentGranularity,
-      Period windowPeriod
-  )
-  {
-    this.firehose = firehose;
-    this.segmentGranularity = segmentGranularity;
-    this.windowMillis = windowPeriod.toStandardDuration().getMillis() * 2;
-    this.scheduledExecutor = Executors.newScheduledThreadPool(
-        1,
-        new ThreadFactoryBuilder()
-            .setDaemon(true)
-            .setNameFormat("firehose_scheduled_%d")
-            .build()
-    );
-
-    final long truncatedNow = segmentGranularity.truncate(new DateTime()).getMillis();
-    final long end = segmentGranularity.increment(truncatedNow);
-
-    this.rejectionPolicy = new IntervalRejectionPolicyFactory(new Interval(truncatedNow, end)).create(windowPeriod);
-  }
-
-  public void shutdown() throws IOException
-  {
-    final long truncatedNow = segmentGranularity.truncate(new DateTime()).getMillis();
-    final long end = segmentGranularity.increment(truncatedNow) + windowMillis;
-    final Duration timeUntilShutdown = new Duration(System.currentTimeMillis(), end);
-
-    log.info("Shutdown at approx. %s (in %s)", new DateTime(end), timeUntilShutdown);
-
-    ScheduledExecutors.scheduleWithFixedDelay(
-        scheduledExecutor,
-        timeUntilShutdown,
-        new Callable<ScheduledExecutors.Signal>()
-        {
-          @Override
-          public ScheduledExecutors.Signal call() throws Exception
-          {
-            try {
-              valveOn.set(false);
-            }
-            catch (Exception e) {
-              throw Throwables.propagate(e);
-            }
-
-            return ScheduledExecutors.Signal.STOP;
-          }
-        }
-    );
-
-    beginRejectionPolicy = true;
-  }
-
-  @Override
-  public boolean hasMore()
-  {
-    return valveOn.get() && firehose.hasMore();
-  }
-
-  @Override
-  public InputRow nextRow()
-  {
-    InputRow next = firehose.nextRow();
-
-    if (!beginRejectionPolicy || rejectionPolicy.accept(next.getTimestampFromEpoch())) {
-      return next;
-    }
-
-    return null;
-  }
-
-  @Override
-  public Runnable commit()
-  {
-    return firehose.commit();
-  }
-
-  @Override
-  public void close() throws IOException
-  {
-    firehose.close();
-  }
-}

realtime/src/main/java/com/metamx/druid/realtime/plumber/IntervalRejectionPolicyFactory.java

@@ -1,42 +0,0 @@
-package com.metamx.druid.realtime.plumber;
-
-import org.joda.time.DateTime;
-import org.joda.time.Interval;
-import org.joda.time.Period;
-
-/**
- */
-public class IntervalRejectionPolicyFactory implements RejectionPolicyFactory
-{
-  private final Interval interval;
-
-  public IntervalRejectionPolicyFactory(Interval interval)
-  {
-    this.interval = interval;
-  }
-
-  @Override
-  public RejectionPolicy create(Period windowPeriod)
-  {
-    return new RejectionPolicy()
-    {
-      @Override
-      public DateTime getCurrMaxTime()
-      {
-        return new DateTime();
-      }
-
-      @Override
-      public boolean accept(long timestamp)
-      {
-        return interval.contains(timestamp);
-      }
-
-      @Override
-      public String toString()
-      {
-        return String.format("interval-%s", interval);
-      }
-    };
-  }
-}

realtime/src/main/java/com/metamx/druid/realtime/plumber/NoopRejectionPolicyFactory.java

@@ -0,0 +1,26 @@
+package com.metamx.druid.realtime.plumber;
+
+import org.joda.time.DateTime;
+import org.joda.time.Period;
+
+public class NoopRejectionPolicyFactory implements RejectionPolicyFactory
+{
+  @Override
+  public RejectionPolicy create(Period windowPeriod)
+  {
+    return new RejectionPolicy()
+    {
+      @Override
+      public DateTime getCurrMaxTime()
+      {
+        return new DateTime(0);
+      }
+
+      @Override
+      public boolean accept(long timestamp)
+      {
+        return true;
+      }
+    };
+  }
+}

realtime/src/main/java/com/metamx/druid/realtime/plumber/RealtimePlumberSchool.java

@@ -25,6 +25,7 @@ import com.fasterxml.jackson.annotation.JsonProperty;
 import com.google.common.base.Function;
 import com.google.common.base.Joiner;
 import com.google.common.base.Preconditions;
+import com.google.common.base.Predicates;
 import com.google.common.base.Throwables;
 import com.google.common.collect.Iterables;
 import com.google.common.collect.Lists;
@@ -37,6 +38,8 @@ import com.metamx.common.Pair;
 import com.metamx.common.concurrent.ScheduledExecutors;
 import com.metamx.common.guava.FunctionalIterable;
 import com.metamx.druid.Query;
+import com.metamx.druid.TimelineObjectHolder;
+import com.metamx.druid.VersionedIntervalTimeline;
 import com.metamx.druid.client.DataSegment;
 import com.metamx.druid.client.DruidServer;
 import com.metamx.druid.client.ServerView;
@@ -50,6 +53,7 @@ import com.metamx.druid.index.v1.IndexGranularity;
 import com.metamx.druid.index.v1.IndexIO;
 import com.metamx.druid.index.v1.IndexMerger;
 import com.metamx.druid.loading.DataSegmentPusher;
+import com.metamx.druid.partition.SingleElementPartitionChunk;
 import com.metamx.druid.query.MetricsEmittingQueryRunner;
 import com.metamx.druid.query.QueryRunner;
 import com.metamx.druid.query.QueryRunnerFactory;
@@ -186,6 +190,9 @@ public class RealtimePlumberSchool implements PlumberSchool
       private volatile ScheduledExecutorService scheduledExecutor = null;
 
       private final Map<Long, Sink> sinks = Maps.newConcurrentMap();
+      private final VersionedIntervalTimeline<String, Sink> sinkTimeline = new VersionedIntervalTimeline<String, Sink>(
+          String.CASE_INSENSITIVE_ORDER
+      );
 
       @Override
       public void startJob()
@@ -219,6 +226,7 @@ public class RealtimePlumberSchool implements PlumberSchool
           try {
             segmentAnnouncer.announceSegment(retVal.getSegment());
             sinks.put(truncatedTime, retVal);
+            sinkTimeline.add(retVal.getInterval(), retVal.getVersion(), new SingleElementPartitionChunk<Sink>(retVal));
           }
           catch (IOException e) {
             log.makeAlert(e, "Failed to announce new segment[%s]", schema.getDataSource())
@@ -247,17 +255,23 @@ public class RealtimePlumberSchool implements PlumberSchool
               }
             };
 
+        List<TimelineObjectHolder<String, Sink>> querySinks = Lists.newArrayList();
+        for (Interval interval : query.getIntervals()) {
+          querySinks.addAll(sinkTimeline.lookup(interval));
+        }
+
         return toolchest.mergeResults(
             factory.mergeRunners(
                 EXEC,
                 FunctionalIterable
-                    .create(sinks.values())
+                    .create(querySinks)
                     .transform(
-                        new Function<Sink, QueryRunner<T>>()
+                        new Function<TimelineObjectHolder<String, Sink>, QueryRunner<T>>()
                         {
                           @Override
-                          public QueryRunner<T> apply(Sink input)
+                          public QueryRunner<T> apply(TimelineObjectHolder<String, Sink> holder)
                           {
+                            final Sink theSink = holder.getObject().getChunk(0).getObject();
                             return new SpecificSegmentQueryRunner<T>(
                                 new MetricsEmittingQueryRunner<T>(
                                     emitter,
@@ -265,7 +279,7 @@ public class RealtimePlumberSchool implements PlumberSchool
                                     factory.mergeRunners(
                                         EXEC,
                                         Iterables.transform(
-                                            input,
+                                            theSink,
                                             new Function<FireHydrant, QueryRunner<T>>()
                                             {
                                               @Override
@@ -279,9 +293,9 @@ public class RealtimePlumberSchool implements PlumberSchool
                                 ),
                                 new SpecificSegmentSpec(
                                     new SegmentDescriptor(
-                                        input.getInterval(),
+                                        holder.getInterval(),
-                                        input.getSegment().getVersion(),
+                                        theSink.getSegment().getVersion(),
-                                        input.getSegment().getShardSpec().getPartitionNum()
+                                        theSink.getSegment().getShardSpec().getPartitionNum()
                                     )
                                 )
                             );
@@ -319,11 +333,90 @@ public class RealtimePlumberSchool implements PlumberSchool
         );
       }
 
+      // Submits persist-n-merge task for a Sink to the persistExecutor
+      private void persistAndMerge(final long truncatedTime, final Sink sink)
+      {
+        final String threadName = String.format(
+            "%s-%s-persist-n-merge", schema.getDataSource(), new DateTime(truncatedTime)
+        );
+        persistExecutor.execute(
+            new ThreadRenamingRunnable(threadName)
+            {
+              @Override
+              public void doRun()
+              {
+                final Interval interval = sink.getInterval();
+
+                for (FireHydrant hydrant : sink) {
+                  if (!hydrant.hasSwapped()) {
+                    log.info("Hydrant[%s] hasn't swapped yet, swapping. Sink[%s]", hydrant, sink);
+                    final int rowCount = persistHydrant(hydrant, schema, interval);
+                    metrics.incrementRowOutputCount(rowCount);
+                  }
+                }
+
+                final File mergedTarget = new File(computePersistDir(schema, interval), "merged");
+                if (mergedTarget.exists()) {
+                  log.info("Skipping already-merged sink: %s", sink);
+                  return;
+                }
+
+                File mergedFile = null;
+                try {
+                  List<QueryableIndex> indexes = Lists.newArrayList();
+                  for (FireHydrant fireHydrant : sink) {
+                    Segment segment = fireHydrant.getSegment();
+                    final QueryableIndex queryableIndex = segment.asQueryableIndex();
+                    log.info("Adding hydrant[%s]", fireHydrant);
+                    indexes.add(queryableIndex);
+                  }
+
+                  mergedFile = IndexMerger.mergeQueryableIndex(
+                      indexes,
+                      schema.getAggregators(),
+                      mergedTarget
+                  );
+
+                  QueryableIndex index = IndexIO.loadIndex(mergedFile);
+
+                  DataSegment segment = dataSegmentPusher.push(
+                      mergedFile,
+                      sink.getSegment().withDimensions(Lists.newArrayList(index.getAvailableDimensions()))
+                  );
+
+                  segmentPublisher.publishSegment(segment);
+                }
+                catch (IOException e) {
+                  log.makeAlert(e, "Failed to persist merged index[%s]", schema.getDataSource())
+                     .addData("interval", interval)
+                     .emit();
+                }
+
+                if (mergedFile != null) {
+                  try {
+                    if (mergedFile != null) {
+                      log.info("Deleting Index File[%s]", mergedFile);
+                      FileUtils.deleteDirectory(mergedFile);
+                    }
+                  }
+                  catch (IOException e) {
+                    log.warn(e, "Error deleting directory[%s]", mergedFile);
+                  }
+                }
+              }
+            }
+        );
+      }
+
       @Override
       public void finishJob()
       {
         log.info("Shutting down...");
 
+        for (final Map.Entry<Long, Sink> entry : sinks.entrySet()) {
+          persistAndMerge(entry.getKey(), entry.getValue());
+        }
+
         while (!sinks.isEmpty()) {
           try {
             log.info(
@@ -442,6 +535,11 @@ public class RealtimePlumberSchool implements PlumberSchool
 
             Sink currSink = new Sink(sinkInterval, schema, versioningPolicy.getVersion(sinkInterval), hydrants);
             sinks.put(sinkInterval.getStartMillis(), currSink);
+            sinkTimeline.add(
+                currSink.getInterval(),
+                currSink.getVersion(),
+                new SingleElementPartitionChunk<Sink>(currSink)
+            );
 
             segmentAnnouncer.announceSegment(currSink.getSegment());
           }
@@ -490,6 +588,11 @@ public class RealtimePlumberSchool implements PlumberSchool
                           FileUtils.deleteDirectory(computePersistDir(schema, sink.getInterval()));
                           log.info("Removing sinkKey %d for segment %s", sinkKey, sink.getSegment().getIdentifier());
                           sinks.remove(sinkKey);
+                          sinkTimeline.remove(
+                              sink.getInterval(),
+                              sink.getVersion(),
+                              new SingleElementPartitionChunk<Sink>(sink)
+                          );
 
                           synchronized (handoffCondition) {
                             handoffCondition.notifyAll();
@@ -560,72 +663,7 @@ public class RealtimePlumberSchool implements PlumberSchool
                     }
 
                     for (final Map.Entry<Long, Sink> entry : sinksToPush) {
-                      final Sink sink = entry.getValue();
+                      persistAndMerge(entry.getKey(), entry.getValue());
-
-                      final String threadName = String.format(
-                          "%s-%s-persist-n-merge", schema.getDataSource(), new DateTime(entry.getKey())
-                      );
-                      persistExecutor.execute(
-                          new ThreadRenamingRunnable(threadName)
-                          {
-                            @Override
-                            public void doRun()
-                            {
-                              final Interval interval = sink.getInterval();
-
-                              for (FireHydrant hydrant : sink) {
-                                if (!hydrant.hasSwapped()) {
-                                  log.info("Hydrant[%s] hasn't swapped yet, swapping. Sink[%s]", hydrant, sink);
-                                  final int rowCount = persistHydrant(hydrant, schema, interval);
-                                  metrics.incrementRowOutputCount(rowCount);
-                                }
-                              }
-
-                              File mergedFile = null;
-                              try {
-                                List<QueryableIndex> indexes = Lists.newArrayList();
-                                for (FireHydrant fireHydrant : sink) {
-                                  Segment segment = fireHydrant.getSegment();
-                                  final QueryableIndex queryableIndex = segment.asQueryableIndex();
-                                  log.info("Adding hydrant[%s]", fireHydrant);
-                                  indexes.add(queryableIndex);
-                                }
-
-                                mergedFile = IndexMerger.mergeQueryableIndex(
-                                    indexes,
-                                    schema.getAggregators(),
-                                    new File(computePersistDir(schema, interval), "merged")
-                                );
-
-                                QueryableIndex index = IndexIO.loadIndex(mergedFile);
-
-                                DataSegment segment = dataSegmentPusher.push(
-                                    mergedFile,
-                                    sink.getSegment().withDimensions(Lists.newArrayList(index.getAvailableDimensions()))
-                                );
-
-                                segmentPublisher.publishSegment(segment);
-                              }
-                              catch (IOException e) {
-                                log.makeAlert(e, "Failed to persist merged index[%s]", schema.getDataSource())
-                                   .addData("interval", interval)
-                                   .emit();
-                              }
-
-                              if (mergedFile != null) {
-                                try {
-                                  if (mergedFile != null) {
-                                    log.info("Deleting Index File[%s]", mergedFile);
-                                    FileUtils.deleteDirectory(mergedFile);
-                                  }
-                                }
-                                catch (IOException e) {
-                                  log.warn(e, "Error deleting directory[%s]", mergedFile);
-                                }
-                              }
-                            }
-                          }
-                      );
                     }
 
                     if (stopped) {

realtime/src/main/java/com/metamx/druid/realtime/plumber/RejectionPolicyFactory.java

@@ -7,7 +7,8 @@ import org.joda.time.Period;
 @JsonTypeInfo(use = JsonTypeInfo.Id.NAME, property = "type")
 @JsonSubTypes(value = {
     @JsonSubTypes.Type(name = "serverTime", value = ServerTimeRejectionPolicyFactory.class),
-    @JsonSubTypes.Type(name = "messageTime", value = MessageTimeRejectionPolicyFactory.class)
+    @JsonSubTypes.Type(name = "messageTime", value = MessageTimeRejectionPolicyFactory.class),
+    @JsonSubTypes.Type(name = "none", value = NoopRejectionPolicyFactory.class)
 })
 public interface RejectionPolicyFactory
 {

realtime/src/main/java/com/metamx/druid/realtime/plumber/Sink.java

@@ -90,6 +90,11 @@ public class Sink implements Iterable<FireHydrant>
     makeNewCurrIndex(interval.getStartMillis(), schema);
   }
 
+  public String getVersion()
+  {
+    return version;
+  }
+
   public Interval getInterval()
   {
     return interval;

server/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>com.metamx</groupId>
         <artifactId>druid</artifactId>
-        <version>0.5.19-SNAPSHOT</version>
+        <version>0.5.33-SNAPSHOT</version>
     </parent>
 
     <dependencies>

server/src/main/java/com/metamx/druid/coordination/ServerManager.java

@@ -24,11 +24,14 @@ import com.google.common.base.Predicates;
 import com.google.common.collect.Ordering;
 import com.metamx.common.ISE;
 import com.metamx.common.guava.FunctionalIterable;
+import com.metamx.common.guava.Sequence;
 import com.metamx.druid.Query;
 import com.metamx.druid.TimelineObjectHolder;
 import com.metamx.druid.VersionedIntervalTimeline;
 import com.metamx.druid.client.DataSegment;
 import com.metamx.druid.collect.CountingMap;
+import com.metamx.druid.index.ReferenceCountingSegment;
+import com.metamx.druid.index.ReferenceCountingSequence;
 import com.metamx.druid.index.Segment;
 import com.metamx.druid.loading.SegmentLoader;
 import com.metamx.druid.loading.SegmentLoadingException;
@@ -53,6 +56,7 @@ import com.metamx.emitter.service.ServiceMetricEvent;
 import org.joda.time.Interval;
 
 import javax.annotation.Nullable;
+import java.io.IOException;
 import java.util.Arrays;
 import java.util.HashMap;
 import java.util.Map;
@@ -71,7 +75,7 @@ public class ServerManager implements QuerySegmentWalker
   private final ServiceEmitter emitter;
   private final ExecutorService exec;
 
-  private final Map<String, VersionedIntervalTimeline<String, Segment>> dataSources;
+  private final Map<String, VersionedIntervalTimeline<String, ReferenceCountingSegment>> dataSources;
   private final CountingMap<String> dataSourceSizes = new CountingMap<String>();
   private final CountingMap<String> dataSourceCounts = new CountingMap<String>();
 
@@ -88,7 +92,7 @@ public class ServerManager implements QuerySegmentWalker
 
     this.exec = exec;
 
-    this.dataSources = new HashMap<String, VersionedIntervalTimeline<String, Segment>>();
+    this.dataSources = new HashMap<String, VersionedIntervalTimeline<String, ReferenceCountingSegment>>();
   }
 
   public Map<String, Long> getDataSourceSizes()
@@ -132,14 +136,14 @@ public class ServerManager implements QuerySegmentWalker
 
     synchronized (lock) {
       String dataSource = segment.getDataSource();
-      VersionedIntervalTimeline<String, Segment> loadedIntervals = dataSources.get(dataSource);
+      VersionedIntervalTimeline<String, ReferenceCountingSegment> loadedIntervals = dataSources.get(dataSource);
 
       if (loadedIntervals == null) {
-        loadedIntervals = new VersionedIntervalTimeline<String, Segment>(Ordering.natural());
+        loadedIntervals = new VersionedIntervalTimeline<String, ReferenceCountingSegment>(Ordering.natural());
         dataSources.put(dataSource, loadedIntervals);
       }
 
-      PartitionHolder<Segment> entry = loadedIntervals.findEntry(
+      PartitionHolder<ReferenceCountingSegment> entry = loadedIntervals.findEntry(
           segment.getInterval(),
           segment.getVersion()
       );
@@ -149,7 +153,9 @@ public class ServerManager implements QuerySegmentWalker
       }
 
       loadedIntervals.add(
-          segment.getInterval(), segment.getVersion(), segment.getShardSpec().createChunk(adapter)
+          segment.getInterval(),
+          segment.getVersion(),
+          segment.getShardSpec().createChunk(new ReferenceCountingSegment(adapter))
       );
       synchronized (dataSourceSizes) {
         dataSourceSizes.add(dataSource, segment.getSize());
@@ -164,17 +170,19 @@ public class ServerManager implements QuerySegmentWalker
   {
     String dataSource = segment.getDataSource();
     synchronized (lock) {
-      VersionedIntervalTimeline<String, Segment> loadedIntervals = dataSources.get(dataSource);
+      VersionedIntervalTimeline<String, ReferenceCountingSegment> loadedIntervals = dataSources.get(dataSource);
 
       if (loadedIntervals == null) {
         log.info("Told to delete a queryable for a dataSource[%s] that doesn't exist.", dataSource);
         return;
       }
 
-      PartitionChunk<Segment> removed = loadedIntervals.remove(
+      PartitionChunk<ReferenceCountingSegment> removed = loadedIntervals.remove(
-          segment.getInterval(), segment.getVersion(), segment.getShardSpec().createChunk((Segment) null)
+          segment.getInterval(),
+          segment.getVersion(),
+          segment.getShardSpec().createChunk((ReferenceCountingSegment) null)
       );
-      Segment oldQueryable = (removed == null) ? null : removed.getObject();
+      ReferenceCountingSegment oldQueryable = (removed == null) ? null : removed.getObject();
 
       if (oldQueryable != null) {
         synchronized (dataSourceSizes) {
@@ -183,6 +191,16 @@ public class ServerManager implements QuerySegmentWalker
         synchronized (dataSourceCounts) {
           dataSourceCounts.add(dataSource, -1L);
         }
+
+        try {
+          oldQueryable.close();
+        }
+        catch (IOException e) {
+          log.makeAlert(e, "Exception closing segment")
+             .addData("dataSource", dataSource)
+             .addData("segmentId", segment.getIdentifier())
+             .emit();
+        }
       } else {
         log.info(
             "Told to delete a queryable on dataSource[%s] for interval[%s] and version [%s] that I don't have.",
@@ -205,7 +223,7 @@ public class ServerManager implements QuerySegmentWalker
 
     final QueryToolChest<T, Query<T>> toolChest = factory.getToolchest();
 
-    final VersionedIntervalTimeline<String, Segment> timeline = dataSources.get(query.getDataSource());
+    final VersionedIntervalTimeline<String, ReferenceCountingSegment> timeline = dataSources.get(query.getDataSource());
 
     if (timeline == null) {
       return new NoopQueryRunner<T>();
@@ -214,20 +232,22 @@ public class ServerManager implements QuerySegmentWalker
     FunctionalIterable<QueryRunner<T>> adapters = FunctionalIterable
         .create(intervals)
         .transformCat(
-            new Function<Interval, Iterable<TimelineObjectHolder<String, Segment>>>()
+            new Function<Interval, Iterable<TimelineObjectHolder<String, ReferenceCountingSegment>>>()
             {
               @Override
-              public Iterable<TimelineObjectHolder<String, Segment>> apply(Interval input)
+              public Iterable<TimelineObjectHolder<String, ReferenceCountingSegment>> apply(Interval input)
               {
                 return timeline.lookup(input);
               }
             }
         )
         .transformCat(
-            new Function<TimelineObjectHolder<String, Segment>, Iterable<QueryRunner<T>>>()
+            new Function<TimelineObjectHolder<String, ReferenceCountingSegment>, Iterable<QueryRunner<T>>>()
             {
               @Override
-              public Iterable<QueryRunner<T>> apply(@Nullable final TimelineObjectHolder<String, Segment> holder)
+              public Iterable<QueryRunner<T>> apply(
+                  @Nullable final TimelineObjectHolder<String, ReferenceCountingSegment> holder
+              )
               {
                 if (holder == null) {
                   return null;
@@ -236,10 +256,10 @@ public class ServerManager implements QuerySegmentWalker
                 return FunctionalIterable
                     .create(holder.getObject())
                     .transform(
-                        new Function<PartitionChunk<Segment>, QueryRunner<T>>()
+                        new Function<PartitionChunk<ReferenceCountingSegment>, QueryRunner<T>>()
                         {
                           @Override
-                          public QueryRunner<T> apply(PartitionChunk<Segment> input)
+                          public QueryRunner<T> apply(PartitionChunk<ReferenceCountingSegment> input)
                           {
                             return buildAndDecorateQueryRunner(
                                 factory,
@@ -280,7 +300,7 @@ public class ServerManager implements QuerySegmentWalker
 
     final QueryToolChest<T, Query<T>> toolChest = factory.getToolchest();
 
-    final VersionedIntervalTimeline<String, Segment> timeline = dataSources.get(query.getDataSource());
+    final VersionedIntervalTimeline<String, ReferenceCountingSegment> timeline = dataSources.get(query.getDataSource());
 
     if (timeline == null) {
       return new NoopQueryRunner<T>();
@@ -293,9 +313,9 @@ public class ServerManager implements QuerySegmentWalker
             {
               @Override
               @SuppressWarnings("unchecked")
-              public Iterable<QueryRunner<T>> apply(@Nullable SegmentDescriptor input)
+              public Iterable<QueryRunner<T>> apply(SegmentDescriptor input)
               {
-                final PartitionHolder<Segment> entry = timeline.findEntry(
+                final PartitionHolder<ReferenceCountingSegment> entry = timeline.findEntry(
                     input.getInterval(), input.getVersion()
                 );
 
@@ -303,12 +323,12 @@ public class ServerManager implements QuerySegmentWalker
                   return null;
                 }
 
-                final PartitionChunk<Segment> chunk = entry.getChunk(input.getPartitionNumber());
+                final PartitionChunk<ReferenceCountingSegment> chunk = entry.getChunk(input.getPartitionNumber());
                 if (chunk == null) {
                   return null;
                 }
 
-                final Segment adapter = chunk.getObject();
+                final ReferenceCountingSegment adapter = chunk.getObject();
                 return Arrays.asList(
                     buildAndDecorateQueryRunner(factory, toolChest, adapter, new SpecificSegmentSpec(input))
                 );
@@ -323,10 +343,10 @@ public class ServerManager implements QuerySegmentWalker
   }
 
   private <T> QueryRunner<T> buildAndDecorateQueryRunner(
-      QueryRunnerFactory<T, Query<T>> factory,
+      final QueryRunnerFactory<T, Query<T>> factory,
       final QueryToolChest<T, Query<T>> toolChest,
-      Segment adapter,
+      final ReferenceCountingSegment adapter,
-      QuerySegmentSpec segmentSpec
+      final QuerySegmentSpec segmentSpec
   )
   {
     return new SpecificSegmentQueryRunner<T>(
@@ -335,7 +355,7 @@ public class ServerManager implements QuerySegmentWalker
             new Function<Query<T>, ServiceMetricEvent.Builder>()
             {
               @Override
-              public ServiceMetricEvent.Builder apply(@Nullable Query<T> input)
+              public ServiceMetricEvent.Builder apply(@Nullable final Query<T> input)
               {
                 return toolChest.makeMetricBuilder(input);
               }
@@ -343,7 +363,14 @@ public class ServerManager implements QuerySegmentWalker
             new BySegmentQueryRunner<T>(
                 adapter.getIdentifier(),
                 adapter.getDataInterval().getStart(),
-                factory.createRunner(adapter)
+                new QueryRunner<T>()
+                {
+                  @Override
+                  public Sequence<T> run(final Query<T> query)
+                  {
+                    return new ReferenceCountingSequence<T>(factory.createRunner(adapter).run(query), adapter);
+                  }
+                }
             )
         ).withWaitMeasuredFromNow(),
         segmentSpec

server/src/main/java/com/metamx/druid/http/MasterMain.java

@@ -49,6 +49,7 @@ import com.metamx.druid.db.DatabaseSegmentManager;
 import com.metamx.druid.db.DatabaseSegmentManagerConfig;
 import com.metamx.druid.db.DbConnector;
 import com.metamx.druid.db.DbConnectorConfig;
+import com.metamx.druid.initialization.CuratorConfig;
 import com.metamx.druid.initialization.Initialization;
 import com.metamx.druid.initialization.ServerConfig;
 import com.metamx.druid.initialization.ServiceDiscoveryConfig;
@@ -124,10 +125,15 @@ public class MasterMain
     final ScheduledExecutorFactory scheduledExecutorFactory = ScheduledExecutors.createFactory(lifecycle);
 
     final ServiceDiscoveryConfig serviceDiscoveryConfig = configFactory.build(ServiceDiscoveryConfig.class);
-    CuratorFramework curatorFramework = Initialization.makeCuratorFramework(
+    CuratorFramework serviceDiscoveryCuratorFramework = Initialization.makeCuratorFramework(
         serviceDiscoveryConfig,
         lifecycle
     );
+    final CuratorConfig curatorConfig = configFactory.build(CuratorConfig.class);
+    CuratorFramework curatorFramework = Initialization.makeCuratorFramework(
+        curatorConfig,
+        lifecycle
+    );
 
     final ZkPathsConfig zkPaths = configFactory.build(ZkPathsConfig.class);
 
@@ -201,7 +207,7 @@ public class MasterMain
     final DruidMasterConfig druidMasterConfig = configFactory.build(DruidMasterConfig.class);
 
     final ServiceDiscovery serviceDiscovery = Initialization.makeServiceDiscoveryClient(
-        curatorFramework,
+        serviceDiscoveryCuratorFramework,
         serviceDiscoveryConfig,
         lifecycle
     );
@@ -227,7 +233,10 @@ public class MasterMain
     );
 
     final LoadQueueTaskMaster taskMaster = new LoadQueueTaskMaster(
-        curatorFramework, jsonMapper, Execs.singleThreaded("Master-PeonExec--%d")
+        curatorFramework,
+        jsonMapper,
+        scheduledExecutorFactory.create(1, "Master-PeonExec--%d"),
+        druidMasterConfig
     );
 
     final DruidMaster master = new DruidMaster(

server/src/main/java/com/metamx/druid/index/IncrementalIndexSegment.java

@@ -24,6 +24,8 @@ import com.metamx.druid.index.v1.IncrementalIndex;
 import com.metamx.druid.index.v1.IncrementalIndexStorageAdapter;
 import org.joda.time.Interval;
 
+import java.io.IOException;
+
 /**
  */
 public class IncrementalIndexSegment implements Segment
@@ -60,4 +62,10 @@ public class IncrementalIndexSegment implements Segment
   {
     return new IncrementalIndexStorageAdapter(index);
   }
+
+  @Override
+  public void close() throws IOException
+  {
+    // do nothing
+  }
 }

server/src/main/java/com/metamx/druid/index/QueryableIndexSegment.java

@@ -23,6 +23,8 @@ import com.metamx.druid.StorageAdapter;
 import com.metamx.druid.index.v1.QueryableIndexStorageAdapter;
 import org.joda.time.Interval;
 
+import java.io.IOException;
+
 /**
 */
 public class QueryableIndexSegment implements Segment
@@ -59,4 +61,11 @@ public class QueryableIndexSegment implements Segment
   {
     return new QueryableIndexStorageAdapter(index);
   }
+
+  @Override
+  public void close() throws IOException
+  {
+    // this is kinda nasty
+    index.close();
+  }
 }

server/src/main/java/com/metamx/druid/index/ReferenceCountingSegment.java

@@ -0,0 +1,167 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012  Metamarkets Group Inc.
+ *
+ * This program is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU General Public License
+ * as published by the Free Software Foundation; either version 2
+ * of the License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
+ */
+
+package com.metamx.druid.index;
+
+import com.metamx.druid.StorageAdapter;
+import com.metamx.emitter.EmittingLogger;
+import org.joda.time.Interval;
+
+import java.io.Closeable;
+import java.io.IOException;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+public class ReferenceCountingSegment implements Segment
+{
+  private static final EmittingLogger log = new EmittingLogger(ReferenceCountingSegment.class);
+
+  private final Segment baseSegment;
+
+  private final Object lock = new Object();
+
+  private volatile int numReferences = 0;
+  private volatile boolean isClosed = false;
+
+  public ReferenceCountingSegment(Segment baseSegment)
+  {
+    this.baseSegment = baseSegment;
+  }
+
+  public Segment getBaseSegment()
+  {
+    synchronized (lock) {
+      if (!isClosed) {
+        return baseSegment;
+      }
+
+      return null;
+    }
+  }
+
+  public int getNumReferences()
+  {
+    return numReferences;
+  }
+
+  public boolean isClosed()
+  {
+    return isClosed;
+  }
+
+  @Override
+  public String getIdentifier()
+  {
+    synchronized (lock) {
+      if (!isClosed) {
+        return baseSegment.getIdentifier();
+      }
+
+      return null;
+    }
+  }
+
+  @Override
+  public Interval getDataInterval()
+  {
+    synchronized (lock) {
+      if (!isClosed) {
+        return baseSegment.getDataInterval();
+      }
+
+      return null;
+    }
+  }
+
+  @Override
+  public QueryableIndex asQueryableIndex()
+  {
+    synchronized (lock) {
+      if (!isClosed) {
+        return baseSegment.asQueryableIndex();
+      }
+
+      return null;
+    }
+  }
+
+  @Override
+  public StorageAdapter asStorageAdapter()
+  {
+    synchronized (lock) {
+      if (!isClosed) {
+        return baseSegment.asStorageAdapter();
+      }
+
+      return null;
+    }
+  }
+
+  @Override
+  public void close() throws IOException
+  {
+    synchronized (lock) {
+      if (!isClosed) {
+        if (numReferences > 0) {
+          decrement();
+        } else {
+          baseSegment.close();
+          isClosed = true;
+        }
+      }
+    }
+  }
+
+  public Closeable increment()
+  {
+    synchronized (lock) {
+      if (!isClosed) {
+        numReferences++;
+        final AtomicBoolean decrementOnce = new AtomicBoolean(false);
+        return new Closeable()
+        {
+          @Override
+          public void close() throws IOException
+          {
+            if (decrementOnce.compareAndSet(false, true)) {
+              decrement();
+            }
+          }
+        };
+      }
+
+      return null;
+    }
+  }
+
+  private void decrement()
+  {
+    synchronized (lock) {
+      if (!isClosed) {
+        if (--numReferences < 0) {
+          try {
+            close();
+          }
+          catch (Exception e) {
+            log.error("Unable to close queryable index %s", getIdentifier());
+          }
+        }
+      }
+    }
+  }
+}

server/src/main/java/com/metamx/druid/index/ReferenceCountingSequence.java

@@ -0,0 +1,48 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012  Metamarkets Group Inc.
+ *
+ * This program is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU General Public License
+ * as published by the Free Software Foundation; either version 2
+ * of the License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
+ */
+
+package com.metamx.druid.index;
+
+import com.metamx.common.guava.ResourceClosingYielder;
+import com.metamx.common.guava.Sequence;
+import com.metamx.common.guava.Yielder;
+import com.metamx.common.guava.YieldingAccumulator;
+import com.metamx.common.guava.YieldingSequenceBase;
+
+/**
+ */
+public class ReferenceCountingSequence<T> extends YieldingSequenceBase<T>
+{
+  private final Sequence<T> baseSequence;
+  private final ReferenceCountingSegment segment;
+
+  public ReferenceCountingSequence(Sequence<T> baseSequence, ReferenceCountingSegment segment)
+  {
+    this.baseSequence = baseSequence;
+    this.segment = segment;
+  }
+
+  @Override
+  public <OutType> Yielder<OutType> toYielder(
+      OutType initValue, YieldingAccumulator<OutType, T> accumulator
+  )
+  {
+    return new ResourceClosingYielder<OutType>(baseSequence.toYielder(initValue, accumulator), segment.increment());
+  }
+}

server/src/main/java/com/metamx/druid/index/Segment.java

@@ -22,9 +22,11 @@ package com.metamx.druid.index;
 import com.metamx.druid.StorageAdapter;
 import org.joda.time.Interval;
 
+import java.io.Closeable;
+
 /**
  */
-public interface Segment
+public interface Segment extends Closeable
 {
   public String getIdentifier();
   public Interval getDataInterval();

server/src/main/java/com/metamx/druid/loading/DataSegmentPusherUtil.java

@@ -19,6 +19,8 @@
 
 package com.metamx.druid.loading;
 
+import org.joda.time.format.ISODateTimeFormat;
+
 import com.google.common.base.Joiner;
 import com.metamx.druid.client.DataSegment;
 
@@ -41,4 +43,22 @@ public class DataSegmentPusherUtil
 		    segment.getShardSpec().getPartitionNum()
 		    );
 	}
+
+	/**
+	 * Due to https://issues.apache.org/jira/browse/HDFS-13 ":" are not allowed in
+	 * path names. So we format paths differently for HDFS.
+	 */
+	public static String getHdfsStorageDir(DataSegment segment)
+	{
+		return JOINER.join(
+		    segment.getDataSource(),
+		    String.format(
+		        "%s_%s",
+		        segment.getInterval().getStart().toString(ISODateTimeFormat.basicDateTime()),
+		        segment.getInterval().getEnd().toString(ISODateTimeFormat.basicDateTime())
+		        ),
+		    segment.getVersion().replaceAll(":", "_"),
+		    segment.getShardSpec().getPartitionNum()
+		    );
+	}
 }

server/src/main/java/com/metamx/druid/loading/HdfsDataSegmentPusher.java

@@ -42,7 +42,7 @@ public class HdfsDataSegmentPusher implements DataSegmentPusher
   @Override
   public DataSegment push(File inDir, DataSegment segment) throws IOException
   {
-    final String storageDir = DataSegmentPusherUtil.getStorageDir(segment);
+    final String storageDir = DataSegmentPusherUtil.getHdfsStorageDir(segment);
     Path outFile = new Path(String.format("%s/%s/index.zip", config.getStorageDirectory(), storageDir));
     FileSystem fs = outFile.getFileSystem(hadoopConfig);
 

server/src/main/java/com/metamx/druid/loading/QueryableIndexFactory.java

@@ -22,6 +22,7 @@ package com.metamx.druid.loading;
 import com.metamx.druid.index.QueryableIndex;
 
 import java.io.File;
+import java.io.IOException;
 
 /**
  */