Merge branch 'master' into igalDruid

Resolve conflict in first tutorial.
Conflicts:
	docs/content/Tutorial:-The-Druid-Cluster.md

build.sh

@@ -30,4 +30,4 @@ echo "For examples, see: "
 echo " "
 ls -1 examples/*/*sh
 echo " "
-echo "See also http://druid.io/docs/0.6.51"
+echo "See also http://druid.io/docs/0.6.52"

cassandra-storage/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

common/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

common/src/main/java/io/druid/concurrent/Execs.java

@@ -21,10 +21,15 @@ package io.druid.concurrent;
 
 import com.google.common.util.concurrent.ThreadFactoryBuilder;
 
+import java.util.concurrent.ArrayBlockingQueue;
 import java.util.concurrent.ExecutorService;
 import java.util.concurrent.Executors;
+import java.util.concurrent.RejectedExecutionException;
+import java.util.concurrent.RejectedExecutionHandler;
 import java.util.concurrent.ScheduledExecutorService;
 import java.util.concurrent.ThreadFactory;
+import java.util.concurrent.ThreadPoolExecutor;
+import java.util.concurrent.TimeUnit;
 
 /**
  */
@@ -49,4 +54,31 @@ public class Execs
   {
     return new ThreadFactoryBuilder().setDaemon(true).setNameFormat(nameFormat).build();
   }
+
+  /**
+   * @param nameFormat nameformat for threadFactory
+   * @param capacity maximum capacity after which the executorService will block on accepting new tasks
+   * @return ExecutorService which blocks accepting new tasks when the capacity reached
+   */
+  public static ExecutorService newBlockingSingleThreaded(String nameFormat, int capacity)
+  {
+    return new ThreadPoolExecutor(
+        1, 1,
+        0L, TimeUnit.MILLISECONDS,
+        new ArrayBlockingQueue<Runnable>(capacity), makeThreadFactory(nameFormat)
+        , new RejectedExecutionHandler()
+    {
+      @Override
+      public void rejectedExecution(Runnable r, ThreadPoolExecutor executor)
+      {
+        try {
+          ((ArrayBlockingQueue) executor.getQueue()).put(r);
+        }
+        catch (InterruptedException e) {
+          throw new RejectedExecutionException("Got Interrupted while adding to the Queue");
+        }
+      }
+    }
+    );
+  }
 }

common/src/test/java/io/druid/concurrent/ExecsTest.java

@@ -0,0 +1,92 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013, 2014  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 io.druid.concurrent;
+
+import com.google.common.base.Throwables;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.atomic.AtomicInteger;
+
+public class ExecsTest
+{
+  @Test
+  public void testBlockingExecutorService() throws Exception
+  {
+    final int capacity = 3;
+    final ExecutorService blockingExecutor = Execs.newBlockingSingleThreaded("test%d", capacity);
+    final CountDownLatch queueFullSignal = new CountDownLatch(capacity + 1);
+    final CountDownLatch taskCompletedSignal = new CountDownLatch(2 * capacity);
+    final CountDownLatch taskStartSignal = new CountDownLatch(1);
+    final AtomicInteger producedCount = new AtomicInteger();
+    final AtomicInteger consumedCount = new AtomicInteger();
+    ExecutorService producer = Executors.newSingleThreadExecutor();
+    producer.submit(
+        new Runnable()
+        {
+          public void run()
+          {
+            for (int i = 0; i < 2 * capacity; i++) {
+              final int taskID = i;
+              System.out.println("Produced task" + taskID);
+              blockingExecutor.submit(
+                  new Runnable()
+                  {
+                    @Override
+                    public void run()
+                    {
+                      System.out.println("Starting task" + taskID);
+                      try {
+                        taskStartSignal.await();
+                        consumedCount.incrementAndGet();
+                        taskCompletedSignal.countDown();
+                      }
+                      catch (Exception e) {
+                        throw Throwables.propagate(e);
+                      }
+                      System.out.println("Completed task" + taskID);
+                    }
+                  }
+              );
+              producedCount.incrementAndGet();
+              queueFullSignal.countDown();
+            }
+          }
+        }
+    );
+
+    queueFullSignal.await();
+    // verify that the producer blocks
+    Assert.assertEquals(capacity + 1, producedCount.get());
+    // let the tasks run
+    taskStartSignal.countDown();
+    // wait until all tasks complete
+    taskCompletedSignal.await();
+    // verify all tasks consumed
+    Assert.assertEquals(2 * capacity, consumedCount.get());
+    // cleanup
+    blockingExecutor.shutdown();
+    producer.shutdown();
+
+  }
+}

docs/content/Broker.md

@@ -37,7 +37,7 @@ The broker module uses several of the default modules in [Configuration](Configu
 
 |Property|Possible Values|Description|Default|
 |--------|---------------|-----------|-------|
-|`druid.broker.cache.type`|`local`, `memcache`|The type of cache to use for queries.|`local`|
+|`druid.broker.cache.type`|`local`, `memcached`|The type of cache to use for queries.|`local`|
 |`druid.broker.balancer.type`|`random`, `connectionCount`|Determines how the broker balances connections to compute nodes. `random` choose randomly, `connectionCount` picks the node with the fewest number of active connections to|`random`|
 
 #### Local Cache

docs/content/Examples.md

@@ -19,13 +19,13 @@ Clone Druid and build it:
 git clone https://github.com/metamx/druid.git druid
 cd druid
 git fetch --tags
-git checkout druid-0.6.51
+git checkout druid-0.6.52
 ./build.sh
 ```
 
 ### Downloading the DSK (Druid Standalone Kit)
 
-[Download](http://static.druid.io/artifacts/releases/druid-services-0.6.51-bin.tar.gz) a stand-alone tarball and run it:
+[Download](http://static.druid.io/artifacts/releases/druid-services-0.6.52-bin.tar.gz) a stand-alone tarball and run it:
 
 ``` bash
 tar -xzf druid-services-0.X.X-bin.tar.gz

docs/content/Plumber.md

@@ -13,6 +13,8 @@ We provide a brief description of the example to exemplify the types of things t
 
 *   `windowPeriod` is the amount of lag time to allow events. This is configured with a 10 minute window, meaning that any event more than 10 minutes ago will be thrown away and not included in the segment generated by the realtime server.
 *   `basePersistDirectory` is the directory to put things that need persistence. The plumber is responsible for the actual intermediate persists and this tells it where to store those persists.
+*   `maxPendingPersists` is how many persists a plumber can do concurrently without starting to block.
+
 
 Available Plumbers
 ------------------

docs/content/Realtime-ingestion.md

@@ -97,7 +97,6 @@ This describes the data schema for the output Druid segment. More information ab
 |aggregators|Array of Objects|The list of aggregators to use to aggregate colliding rows together.|yes|
 |dataSource|String|The name of the dataSource that the segment belongs to.|yes|
 |indexGranularity|String|The granularity of the data inside the segment. E.g. a value of "minute" will mean that data is aggregated at minutely granularity. That is, if there are collisions in the tuple (minute(timestamp), dimensions), then it will aggregate values together using the aggregators instead of storing individual rows.|yes|
-|segmentGranularity|String|The granularity of the segment as a whole. This is generally larger than the index granularity and describes the rate at which the realtime server will push segments out for historical servers to take over.|yes|
 |shardSpec|Object|This describes the shard that is represented by this server. This must be specified properly in order to have multiple realtime nodes indexing the same data stream in a sharded fashion.|no|
 
 ### Config

docs/content/Realtime.md

@@ -27,7 +27,7 @@ druid.host=localhost
 druid.service=realtime
 druid.port=8083
 
-druid.extensions.coordinates=["io.druid.extensions:druid-kafka-seven:0.6.51"]
+druid.extensions.coordinates=["io.druid.extensions:druid-kafka-seven:0.6.52"]
 
 
 druid.zk.service.host=localhost

docs/content/Tutorial:-A-First-Look-at-Druid.md

@@ -49,7 +49,7 @@ There are two ways to setup Druid: download a tarball, or [Build From Source](Bu
 
 ### Download a Tarball
 
-We've built a tarball that contains everything you'll need. You'll find it [here](http://static.druid.io/artifacts/releases/druid-services-0.6.51-bin.tar.gz). Download this file to a directory of your choosing.
+We've built a tarball that contains everything you'll need. You'll find it [here](http://static.druid.io/artifacts/releases/druid-services-0.6.52-bin.tar.gz). Download this file to a directory of your choosing.
 
 You can extract the awesomeness within by issuing:
 
@@ -60,7 +60,7 @@ tar -zxvf druid-services-*-bin.tar.gz
 Not too lost so far right? That's great! If you cd into the directory:
 
 ```
-cd druid-services-0.6.51
+cd druid-services-0.6.52
 ```
 
 You should see a bunch of files:

docs/content/Tutorial:-Loading-Your-Data-Part-1.md

@@ -219,9 +219,9 @@ Congratulations! The segment has completed building. Once a segment is built, a
 You should see the following logs on the coordinator:
 
 ```bash
-2013-10-09 21:41:54,368 INFO [Coordinator-Exec--0] io.druid.server.coordinator.DruidCoordinatorLogger - [_default_tier] : Assigned 1 segments among 1 servers
-2013-10-09 21:41:54,369 INFO [Coordinator-Exec--0] io.druid.server.coordinator.DruidCoordinatorLogger - Load Queues:
-2013-10-09 21:41:54,369 INFO [Coordinator-Exec--0] io.druid.server.coordinator.DruidCoordinatorLogger - Server[localhost:8081, historical, _default_tier] has 1 left to load, 0 left to drop, 4,477 bytes queued, 4,477 bytes served.
+2013-10-09 21:41:54,368 INFO [Coordinator-Exec--0] io.druid.server.coordinator.helper.DruidCoordinatorLogger - [_default_tier] : Assigned 1 segments among 1 servers
+2013-10-09 21:41:54,369 INFO [Coordinator-Exec--0] io.druid.server.coordinator.helper.DruidCoordinatorLogger - Load Queues:
+2013-10-09 21:41:54,369 INFO [Coordinator-Exec--0] io.druid.server.coordinator.helper.DruidCoordinatorLogger - Server[localhost:8081, historical, _default_tier] has 1 left to load, 0 left to drop, 4,477 bytes queued, 4,477 bytes served.
 ```
 
 These logs indicate that the coordinator has assigned our new segment to the historical node to download and serve. If you look at the historical node logs, you should see:

docs/content/Tutorial:-Loading-Your-Data-Part-2.md

@@ -45,7 +45,7 @@ With real-world data, we recommend having a message bus such as [Apache Kafka](h
 <a id="set-up-kafka"></a>
 #### Setting up Kafka
 
-[KafkaFirehoseFactory](https://github.com/metamx/druid/blob/druid-0.6.51/realtime/src/main/java/com/metamx/druid/realtime/firehose/KafkaFirehoseFactory.java) is how druid communicates with Kafka. Using this [Firehose](Firehose.html) with the right configuration, we can import data into Druid in real-time without writing any code. To load data to a real-time node via Kafka, we'll first need to initialize Zookeeper and Kafka, and then configure and initialize a [Realtime](Realtime.html) node.
+[KafkaFirehoseFactory](https://github.com/metamx/druid/blob/druid-0.6.52/realtime/src/main/java/com/metamx/druid/realtime/firehose/KafkaFirehoseFactory.java) is how druid communicates with Kafka. Using this [Firehose](Firehose.html) with the right configuration, we can import data into Druid in real-time without writing any code. To load data to a real-time node via Kafka, we'll first need to initialize Zookeeper and Kafka, and then configure and initialize a [Realtime](Realtime.html) node.
 
 Instructions for booting a Zookeeper and then Kafka cluster are available [here](http://kafka.apache.org/07/quickstart.html).
 

docs/content/Tutorial:-The-Druid-Cluster.md

@@ -13,7 +13,9 @@ In this tutorial, we will set up other types of Druid nodes and external depende
 
 If you followed the first tutorial, you should already have Druid downloaded. If not, let's go back and do that first.
 
-You can download the latest version of druid [here](http://static.druid.io/artifacts/releases/druid-services-0.6.51-bin.tar.gz) and untar the contents within by issuing:
+You can download the latest version of druid [here](http://static.druid.io/artifacts/releases/druid-services-0.6.52-bin.tar.gz)
+
+and untar the contents within by issuing:
 
 ```bash
 tar -zxvf druid-services-*-bin.tar.gz
@@ -147,7 +149,7 @@ druid.port=8081
 
 druid.zk.service.host=localhost
 
-druid.extensions.coordinates=["io.druid.extensions:druid-s3-extensions:0.6.51"]
+druid.extensions.coordinates=["io.druid.extensions:druid-s3-extensions:0.6.52"]
 
 # Dummy read only AWS account (used to download example data)
 druid.s3.secretKey=QyyfVZ7llSiRg6Qcrql1eEUG7buFpAK6T6engr1b
@@ -238,7 +240,7 @@ druid.port=8083
 
 druid.zk.service.host=localhost
 
-druid.extensions.coordinates=["io.druid.extensions:druid-examples:0.6.51","io.druid.extensions:druid-kafka-seven:0.6.51"]
+druid.extensions.coordinates=["io.druid.extensions:druid-examples:0.6.52","io.druid.extensions:druid-kafka-seven:0.6.52"]
 
 # Change this config to db to hand off to the rest of the Druid cluster
 druid.publish.type=noop

docs/content/Tutorial:-Webstream.md

@@ -37,7 +37,7 @@ There are two ways to setup Druid: download a tarball, or [Build From Source](Bu
 
 h3. Download a Tarball
 
-We've built a tarball that contains everything you'll need. You'll find it [here](http://static.druid.io/artifacts/releases/druid-services-0.6.51-bin.tar.gz)
+We've built a tarball that contains everything you'll need. You'll find it [here](http://static.druid.io/artifacts/releases/druid-services-0.6.52-bin.tar.gz)
 Download this file to a directory of your choosing.
 You can extract the awesomeness within by issuing:
 
@@ -48,7 +48,7 @@ tar zxvf druid-services-*-bin.tar.gz
 Not too lost so far right? That's great! If you cd into the directory:
 
 ```
-cd druid-services-0.6.51
+cd druid-services-0.6.52
 ```
 
 You should see a bunch of files:

docs/content/Twitter-Tutorial.textile

@@ -9,7 +9,7 @@ There are two ways to setup Druid: download a tarball, or build it from source.
 
 h3. Download a Tarball
 
-We've built a tarball that contains everything you'll need. You'll find it "here":http://static.druid.io/artifacts/releases/druid-services-0.6.51-bin.tar.gz.
+We've built a tarball that contains everything you'll need. You'll find it "here":http://static.druid.io/artifacts/releases/druid-services-0.6.52-bin.tar.gz.
 Download this bad boy to a directory of your choosing.
 
 You can extract the awesomeness within by issuing:

examples/config/historical/runtime.properties

@@ -4,7 +4,7 @@ druid.port=8081
 
 druid.zk.service.host=localhost
 
-druid.extensions.coordinates=["io.druid.extensions:druid-s3-extensions:0.6.51"]
+druid.extensions.coordinates=["io.druid.extensions:druid-s3-extensions:0.6.52"]
 
 # Dummy read only AWS account (used to download example data)
 druid.s3.secretKey=QyyfVZ7llSiRg6Qcrql1eEUG7buFpAK6T6engr1b

examples/config/realtime/runtime.properties

@@ -4,7 +4,7 @@ druid.port=8083
 
 druid.zk.service.host=localhost
 
-druid.extensions.coordinates=["io.druid.extensions:druid-examples:0.6.51","io.druid.extensions:druid-kafka-seven:0.6.51","io.druid.extensions:druid-rabbitmq:0.6.51"]
+druid.extensions.coordinates=["io.druid.extensions:druid-examples:0.6.52","io.druid.extensions:druid-kafka-seven:0.6.52","io.druid.extensions:druid-rabbitmq:0.6.52"]
 
 # Change this config to db to hand off to the rest of the Druid cluster
 druid.publish.type=noop

examples/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

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

@@ -29,7 +29,7 @@ public class WebJsonSupplierTest
   public void checkInvalidUrl() throws Exception
   {
 
-    String invalidURL = "http://invalid.url";
+    String invalidURL = "http://invalid.url.";
     WebJsonSupplier supplier = new WebJsonSupplier(invalidURL);
     supplier.getInput();
   }

hdfs-storage/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

hll/pom.xml

@@ -0,0 +1,82 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+  ~ Druid - a distributed column store.
+  ~ Copyright (C) 2012, 2013  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.
+  -->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <groupId>io.druid.extensions</groupId>
+    <artifactId>druid-hll</artifactId>
+    <name>druid-hll</name>
+    <description>druid-hll</description>
+
+    <parent>
+        <groupId>io.druid</groupId>
+        <artifactId>druid</artifactId>
+        <version>0.6.53-SNAPSHOT</version>
+    </parent>
+
+    <dependencies>
+        <dependency>
+            <groupId>io.druid</groupId>
+            <artifactId>druid-api</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>io.druid</groupId>
+            <artifactId>druid-processing</artifactId>
+            <version>${project.parent.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>com.metamx</groupId>
+            <artifactId>emitter</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>net.sf.trove4j</groupId>
+            <artifactId>trove4j</artifactId>
+            <version>3.0.3</version>
+        </dependency>
+        <dependency>
+            <groupId>commons-codec</groupId>
+            <artifactId>commons-codec</artifactId>
+        </dependency>
+
+        <!-- Tests -->
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <artifactId>maven-jar-plugin</artifactId>
+                <configuration>
+                    <archive>
+                        <manifest>
+                            <addDefaultImplementationEntries>true</addDefaultImplementationEntries>
+                            <addDefaultSpecificationEntries>true</addDefaultSpecificationEntries>
+                        </manifest>
+                    </archive>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+</project>

hll/src/main/java/io/druid/query/aggregation/HyperloglogAggregator.java

@@ -0,0 +1,137 @@
+/*
+ * 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 io.druid.query.aggregation;
+
+import com.google.common.hash.Hashing;
+import com.metamx.common.ISE;
+import com.metamx.common.logger.Logger;
+import gnu.trove.map.TIntByteMap;
+import gnu.trove.map.hash.TIntByteHashMap;
+import io.druid.segment.ObjectColumnSelector;
+
+import java.util.Comparator;
+
+public class HyperloglogAggregator implements Aggregator
+{
+  private static final Logger log = new Logger(HyperloglogAggregator.class);
+
+  public static final int log2m = 12;
+  public static final int m = (int) Math.pow(2, log2m);
+  public static final double alphaMM = (0.7213 / (1 + 1.079 / m)) * m * m;
+
+  private final String name;
+  private final ObjectColumnSelector selector;
+
+  private TIntByteHashMap ibMap;
+
+  static final Comparator COMPARATOR = new Comparator()
+  {
+    @Override
+    public int compare(Object o, Object o1)
+    {
+      return o.equals(o1) ? 0 : 1;
+    }
+  };
+
+  public static Object combine(Object lhs, Object rhs)
+  {
+    final TIntByteMap newIbMap = new TIntByteHashMap((TIntByteMap) lhs);
+    final TIntByteMap rightIbMap = (TIntByteMap) rhs;
+    final int[] keys = rightIbMap.keys();
+
+    for (int key : keys) {
+      if (newIbMap.get(key) == newIbMap.getNoEntryValue() || rightIbMap.get(key) > newIbMap.get(key)) {
+        newIbMap.put(key, rightIbMap.get(key));
+      }
+    }
+
+    return newIbMap;
+  }
+
+  public HyperloglogAggregator(String name, ObjectColumnSelector selector)
+  {
+    this.name = name;
+    this.selector = selector;
+    this.ibMap = new TIntByteHashMap();
+  }
+
+  @Override
+  public void aggregate()
+  {
+    final Object value = selector.get();
+
+    if (value == null) {
+      return;
+    }
+
+    if (value instanceof TIntByteHashMap) {
+      final TIntByteHashMap newIbMap = (TIntByteHashMap) value;
+      final int[] indexes = newIbMap.keys();
+
+      for (int index : indexes) {
+        if (ibMap.get(index) == ibMap.getNoEntryValue() || newIbMap.get(index) > ibMap.get(index)) {
+          ibMap.put(index, newIbMap.get(index));
+        }
+      }
+    } else if (value instanceof String) {
+      log.debug("value [%s]", selector.get());
+
+      final long id = Hashing.murmur3_128().hashString((String) (value)).asLong();
+      final int bucket = (int) (id >>> (Long.SIZE - log2m));
+      final int zerolength = Long.numberOfLeadingZeros((id << log2m) | (1 << (log2m - 1)) + 1) + 1;
+
+      if (ibMap.get(bucket) == ibMap.getNoEntryValue() || ibMap.get(bucket) < (byte) zerolength) {
+        ibMap.put(bucket, (byte) zerolength);
+      }
+    } else {
+      throw new ISE("Aggregate does not support values of type[%s]", value.getClass().getName());
+    }
+  }
+
+  @Override
+  public void reset()
+  {
+    this.ibMap = new TIntByteHashMap();
+  }
+
+  @Override
+  public Object get()
+  {
+    return ibMap;
+  }
+
+  @Override
+  public float getFloat()
+  {
+    throw new UnsupportedOperationException("HyperloglogAggregator does not support getFloat()");
+  }
+
+  @Override
+  public String getName()
+  {
+    return name;
+  }
+
+  @Override
+  public void close()
+  {
+    // do nothing
+  }
+}

hll/src/main/java/io/druid/query/aggregation/HyperloglogAggregatorFactory.java

@@ -0,0 +1,209 @@
+/*
+ * 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 io.druid.query.aggregation;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.google.common.base.Preconditions;
+import com.metamx.common.logger.Logger;
+import gnu.trove.map.hash.TIntByteHashMap;
+import io.druid.segment.ColumnSelectorFactory;
+import org.apache.commons.codec.binary.Base64;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.List;
+
+public class HyperloglogAggregatorFactory implements AggregatorFactory
+{
+  private static final Logger log = new Logger(HyperloglogAggregatorFactory.class);
+  private static final byte[] CACHE_KEY = new byte[]{0x37};
+
+  private final String name;
+  private final String fieldName;
+
+  @JsonCreator
+  public HyperloglogAggregatorFactory(
+      @JsonProperty("name") final String name,
+      @JsonProperty("fieldName") final String fieldName
+  )
+  {
+    Preconditions.checkNotNull(name, "Must have a valid, non-null aggregator name");
+    Preconditions.checkNotNull(fieldName, "Must have a valid, non-null fieldName");
+
+    this.name = name;
+    this.fieldName = fieldName;
+  }
+
+  @Override
+  public Aggregator factorize(ColumnSelectorFactory metricFactory)
+  {
+    return new HyperloglogAggregator(
+        name,
+        metricFactory.makeObjectColumnSelector(fieldName)
+    );
+  }
+
+  @Override
+  public BufferAggregator factorizeBuffered(
+      ColumnSelectorFactory metricFactory
+  )
+  {
+    return new HyperloglogBufferAggregator(
+        metricFactory.makeObjectColumnSelector(fieldName)
+    );
+  }
+
+  @Override
+  public Comparator getComparator()
+  {
+    return HyperloglogAggregator.COMPARATOR;
+  }
+
+  @Override
+  public Object combine(Object lhs, Object rhs)
+  {
+    if (rhs == null) {
+      return lhs;
+    }
+    if (lhs == null) {
+      return rhs;
+    }
+    return HyperloglogAggregator.combine(lhs, rhs);
+  }
+
+  @Override
+  public AggregatorFactory getCombiningFactory()
+  {
+    log.debug("factory name: %s", name);
+    return new HyperloglogAggregatorFactory(name, fieldName);
+  }
+
+  @Override
+  public Object deserialize(Object object)
+  {
+    log.debug("class name: [%s]:value [%s]", object.getClass().getName(), object);
+
+    final String k = (String) object;
+    final byte[] ibmapByte = Base64.decodeBase64(k);
+
+    final ByteBuffer buffer = ByteBuffer.wrap(ibmapByte);
+    final int keylength = buffer.getInt();
+    final int valuelength = buffer.getInt();
+
+    TIntByteHashMap newIbMap;
+
+    if (keylength == 0) {
+      newIbMap = new TIntByteHashMap();
+    } else {
+      final int[] keys = new int[keylength];
+      final byte[] values = new byte[valuelength];
+
+      for (int i = 0; i < keylength; i++) {
+        keys[i] = buffer.getInt();
+      }
+      buffer.get(values);
+
+      newIbMap = new TIntByteHashMap(keys, values);
+    }
+
+    return newIbMap;
+  }
+
+  @Override
+  public Object finalizeComputation(Object object)
+  {
+    final TIntByteHashMap ibMap = (TIntByteHashMap) object;
+    final int[] keys = ibMap.keys();
+    final int count = keys.length;
+
+    double registerSum = 0;
+    double zeros = 0.0;
+
+    for (int key : keys) {
+      int val = ibMap.get(key);
+
+      registerSum += 1.0 / (1 << val);
+
+      if (val == 0) {
+        zeros++;
+      }
+    }
+
+    registerSum += (HyperloglogAggregator.m - count);
+    zeros += HyperloglogAggregator.m - count;
+
+    double estimate = HyperloglogAggregator.alphaMM * (1.0 / registerSum);
+
+    if (estimate <= (5.0 / 2.0) * (HyperloglogAggregator.m)) {
+      // Small Range Estimate
+      return Math.round(HyperloglogAggregator.m * Math.log(HyperloglogAggregator.m / zeros));
+    } else {
+      return Math.round(estimate);
+    }
+  }
+
+  @JsonProperty
+  public String getFieldName()
+  {
+    return fieldName;
+  }
+
+  @Override
+  @JsonProperty
+  public String getName()
+  {
+    return name;
+  }
+
+  @Override
+  public List<String> requiredFields()
+  {
+    return Arrays.asList(fieldName);
+  }
+
+  @Override
+  public byte[] getCacheKey()
+  {
+
+    byte[] fieldNameBytes = fieldName.getBytes();
+    return ByteBuffer.allocate(1 + fieldNameBytes.length).put(CACHE_KEY)
+                     .put(fieldNameBytes).array();
+  }
+
+  @Override
+  public String getTypeName()
+  {
+    return "hyperloglog";
+  }
+
+  @Override
+  public int getMaxIntermediateSize()
+  {
+    return HyperloglogAggregator.m;
+  }
+
+  @Override
+  public Object getAggregatorStartValue()
+  {
+    return new TIntByteHashMap();
+  }
+}

hll/src/main/java/io/druid/query/aggregation/HyperloglogBufferAggregator.java

@@ -0,0 +1,94 @@
+/*
+ * 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 io.druid.query.aggregation;
+
+import gnu.trove.map.hash.TIntByteHashMap;
+import gnu.trove.procedure.TIntByteProcedure;
+import io.druid.segment.ObjectColumnSelector;
+
+import java.nio.ByteBuffer;
+
+public class HyperloglogBufferAggregator implements BufferAggregator
+{
+  private final ObjectColumnSelector selector;
+
+  public HyperloglogBufferAggregator(ObjectColumnSelector selector)
+  {
+    this.selector = selector;
+  }
+
+  /*
+   * byte 1 key length byte 2 value length byte 3...n key array byte n+1....
+   * value array
+   */
+  @Override
+  public void init(ByteBuffer buf, int position)
+  {
+    for (int i = 0; i < HyperloglogAggregator.m; i++) {
+      buf.put(position + i, (byte) 0);
+    }
+  }
+
+  @Override
+  public void aggregate(ByteBuffer buf, int position)
+  {
+    final ByteBuffer fb = buf;
+    final int fp = position;
+    final TIntByteHashMap newObj = (TIntByteHashMap) (selector.get());
+
+    newObj.forEachEntry(
+        new TIntByteProcedure()
+        {
+          public boolean execute(int a, byte b)
+          {
+            if (b > fb.get(fp + a)) {
+              fb.put(fp + a, b);
+            }
+            return true;
+          }
+        }
+    );
+  }
+
+  @Override
+  public Object get(ByteBuffer buf, int position)
+  {
+    final TIntByteHashMap ret = new TIntByteHashMap();
+
+    for (int i = 0; i < HyperloglogAggregator.m; i++) {
+      if (buf.get(position + i) != 0) {
+        ret.put(i, buf.get(position + i));
+      }
+    }
+    return ret;
+  }
+
+  @Override
+  public float getFloat(ByteBuffer buf, int position)
+  {
+    throw new UnsupportedOperationException("HyperloglogAggregator does not support getFloat()");
+  }
+
+  @Override
+  public void close()
+  {
+    // do nothing
+  }
+}

hll/src/main/java/io/druid/query/aggregation/HyperloglogComplexMetricSerde.java

@@ -0,0 +1,137 @@
+/*
+ * 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 io.druid.query.aggregation;
+
+import gnu.trove.map.hash.TIntByteHashMap;
+import io.druid.data.input.InputRow;
+import io.druid.segment.column.ColumnBuilder;
+import io.druid.segment.column.ValueType;
+import io.druid.segment.data.GenericIndexed;
+import io.druid.segment.data.ObjectStrategy;
+import io.druid.segment.serde.ColumnPartSerde;
+import io.druid.segment.serde.ComplexColumnPartSerde;
+import io.druid.segment.serde.ComplexColumnPartSupplier;
+import io.druid.segment.serde.ComplexMetricExtractor;
+import io.druid.segment.serde.ComplexMetricSerde;
+
+import java.nio.ByteBuffer;
+import java.util.List;
+
+public class HyperloglogComplexMetricSerde extends ComplexMetricSerde
+{
+  @Override
+  public String getTypeName()
+  {
+    return "hyperloglog";
+  }
+
+  @Override
+  public ComplexMetricExtractor getExtractor()
+  {
+    return new HyperloglogComplexMetricExtractor();
+  }
+
+  @Override
+  public ColumnPartSerde deserializeColumn(ByteBuffer buffer, ColumnBuilder builder)
+  {
+    GenericIndexed column = GenericIndexed.read(buffer, getObjectStrategy());
+    builder.setType(ValueType.COMPLEX);
+    builder.setComplexColumn(new ComplexColumnPartSupplier("hyperloglog", column));
+    return new ComplexColumnPartSerde(column, "hyperloglog");
+  }
+
+  @Override
+  public ObjectStrategy getObjectStrategy()
+  {
+    return new HyperloglogObjectStrategy();
+  }
+
+  public static class HyperloglogObjectStrategy implements ObjectStrategy<TIntByteHashMap>
+  {
+    @Override
+    public Class<? extends TIntByteHashMap> getClazz()
+    {
+      return TIntByteHashMap.class;
+    }
+
+    @Override
+    public TIntByteHashMap fromByteBuffer(ByteBuffer buffer, int numBytes)
+    {
+      int keylength = buffer.getInt();
+      int valuelength = buffer.getInt();
+      if (keylength == 0) {
+        return new TIntByteHashMap();
+      }
+      int[] keys = new int[keylength];
+      byte[] values = new byte[valuelength];
+
+      for (int i = 0; i < keylength; i++) {
+        keys[i] = buffer.getInt();
+      }
+
+      buffer.get(values);
+
+      TIntByteHashMap tib = new TIntByteHashMap(keys, values);
+      return tib;
+    }
+
+    @Override
+    public byte[] toBytes(TIntByteHashMap val)
+    {
+      TIntByteHashMap ibmap = val;
+      int[] indexesResult = ibmap.keys();
+      byte[] valueResult = ibmap.values();
+      ByteBuffer buffer = ByteBuffer.allocate(4 * indexesResult.length + valueResult.length + 8);
+      byte[] result = new byte[4 * indexesResult.length + valueResult.length + 8];
+      buffer.putInt((int) indexesResult.length);
+      buffer.putInt((int) valueResult.length);
+      for (int i = 0; i < indexesResult.length; i++) {
+        buffer.putInt(indexesResult[i]);
+      }
+
+      buffer.put(valueResult);
+      buffer.flip();
+      buffer.get(result);
+      return result;
+    }
+
+    @Override
+    public int compare(TIntByteHashMap o1, TIntByteHashMap o2)
+    {
+      return o1.equals(o2) ? 0 : 1;
+    }
+  }
+
+  public static class HyperloglogComplexMetricExtractor implements ComplexMetricExtractor
+  {
+    @Override
+    public Class<?> extractedClass()
+    {
+      return List.class;
+    }
+
+    @Override
+    public Object extractValue(InputRow inputRow, String metricName)
+    {
+      return inputRow.getRaw(metricName);
+    }
+  }
+}
+

hll/src/main/java/io/druid/query/aggregation/HyperloglogDruidModule.java

@@ -0,0 +1,140 @@
+/*
+ * 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 io.druid.query.aggregation;
+
+import com.fasterxml.jackson.core.JsonGenerator;
+import com.fasterxml.jackson.core.JsonParser;
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.DeserializationContext;
+import com.fasterxml.jackson.databind.JsonDeserializer;
+import com.fasterxml.jackson.databind.JsonSerializer;
+import com.fasterxml.jackson.databind.Module;
+import com.fasterxml.jackson.databind.SerializerProvider;
+import com.fasterxml.jackson.databind.jsontype.NamedType;
+import com.fasterxml.jackson.databind.module.SimpleModule;
+import com.google.common.collect.ImmutableList;
+import com.google.inject.Binder;
+import gnu.trove.map.hash.TIntByteHashMap;
+import io.druid.initialization.DruidModule;
+import io.druid.segment.serde.ComplexMetrics;
+import org.apache.commons.codec.binary.Base64;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.List;
+
+/**
+ */
+public class HyperloglogDruidModule implements DruidModule
+{
+  @Override
+  public List<? extends Module> getJacksonModules()
+  {
+    return ImmutableList.of(
+        new HyperloglogJacksonSerdeModule().registerSubtypes(
+            new NamedType(HyperloglogAggregatorFactory.class, "hyperloglog")
+        )
+    );
+  }
+
+  @Override
+  public void configure(Binder binder)
+  {
+    if (ComplexMetrics.getSerdeForType("hyperloglog") == null) {
+      ComplexMetrics.registerSerde("hyperloglog", new HyperloglogComplexMetricSerde());
+    }
+  }
+
+  public static class HyperloglogJacksonSerdeModule extends SimpleModule
+  {
+    public HyperloglogJacksonSerdeModule()
+    {
+      super("Hyperloglog deserializers");
+
+      addDeserializer(
+          TIntByteHashMap.class,
+          new JsonDeserializer<TIntByteHashMap>()
+          {
+            @Override
+            public TIntByteHashMap deserialize(
+                JsonParser jp,
+                DeserializationContext ctxt
+            ) throws IOException
+            {
+              byte[] ibmapByte = Base64.decodeBase64(jp.getText());
+
+              ByteBuffer buffer = ByteBuffer.wrap(ibmapByte);
+              int keylength = buffer.getInt();
+              int valuelength = buffer.getInt();
+              if (keylength == 0) {
+                return (new TIntByteHashMap());
+              }
+              int[] keys = new int[keylength];
+              byte[] values = new byte[valuelength];
+
+              for (int i = 0; i < keylength; i++) {
+                keys[i] = buffer.getInt();
+              }
+              buffer.get(values);
+
+              return (new TIntByteHashMap(keys, values));
+            }
+          }
+      );
+
+      addSerializer(
+          TIntByteHashMap.class,
+          new JsonSerializer<TIntByteHashMap>()
+          {
+            @Override
+            public void serialize(
+                TIntByteHashMap ibmap,
+                JsonGenerator jsonGenerator,
+                SerializerProvider serializerProvider
+            )
+                throws IOException, JsonProcessingException
+            {
+              int[] indexesResult = ibmap.keys();
+              byte[] valueResult = ibmap.values();
+              ByteBuffer buffer = ByteBuffer
+                  .allocate(
+                      4 * indexesResult.length
+                      + valueResult.length + 8
+                  );
+              byte[] result = new byte[4 * indexesResult.length
+                                       + valueResult.length + 8];
+              buffer.putInt((int) indexesResult.length);
+              buffer.putInt((int) valueResult.length);
+              for (int i = 0; i < indexesResult.length; i++) {
+                buffer.putInt(indexesResult[i]);
+              }
+
+              buffer.put(valueResult);
+              buffer.flip();
+              buffer.get(result);
+              String str = Base64.encodeBase64String(result);
+              jsonGenerator.writeString(str);
+            }
+          }
+      );
+
+    }
+  }
+}

hll/src/main/resources/META-INF/services/io.druid.initialization.DruidModule

@@ -0,0 +1 @@
+io.druid.query.aggregation.HyperloglogDruidModule

hll/src/test/java/io/druid/query/aggregation/HyperloglogAggregatorTest.java

@@ -0,0 +1,162 @@
+/*
+ * 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 io.druid.query.aggregation;
+
+import gnu.trove.map.hash.TIntByteHashMap;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Comparator;
+
+public class HyperloglogAggregatorTest
+{
+  @Test
+  public void testAggregate()
+  {
+    final TestHllComplexMetricSelector selector = new TestHllComplexMetricSelector();
+    final HyperloglogAggregatorFactory aggFactory = new HyperloglogAggregatorFactory("billy", "billyG");
+    final HyperloglogAggregator agg = new HyperloglogAggregator("billy", selector);
+
+    Assert.assertEquals("billy", agg.getName());
+
+    Assert.assertEquals(0L, aggFactory.finalizeComputation(agg.get()));
+    Assert.assertEquals(0L, aggFactory.finalizeComputation(agg.get()));
+    Assert.assertEquals(0L, aggFactory.finalizeComputation(agg.get()));
+
+    aggregate(selector, agg);
+    aggregate(selector, agg);
+    aggregate(selector, agg);
+
+    Assert.assertEquals(3L, aggFactory.finalizeComputation(agg.get()));
+    Assert.assertEquals(3L, aggFactory.finalizeComputation(agg.get()));
+    Assert.assertEquals(3L, aggFactory.finalizeComputation(agg.get()));
+
+    aggregate(selector, agg);
+    aggregate(selector, agg);
+
+    Assert.assertEquals(5L, aggFactory.finalizeComputation(agg.get()));
+    Assert.assertEquals(5L, aggFactory.finalizeComputation(agg.get()));
+  }
+
+  @Test
+  public void testComparator()
+  {
+    final TestHllComplexMetricSelector selector = new TestHllComplexMetricSelector();
+    final Comparator comp = new HyperloglogAggregatorFactory("billy", "billyG").getComparator();
+    final HyperloglogAggregator agg = new HyperloglogAggregator("billy", selector);
+
+    Object first = new TIntByteHashMap((TIntByteHashMap) agg.get());
+    agg.aggregate();
+
+    Assert.assertEquals(0, comp.compare(first, first));
+    Assert.assertEquals(0, comp.compare(agg.get(), agg.get()));
+    Assert.assertEquals(1, comp.compare(agg.get(), first));
+  }
+
+  @Test
+  public void testHighCardinalityAggregate()
+  {
+    final TestHllComplexMetricSelector selector = new TestHllComplexMetricSelector();
+    final HyperloglogAggregatorFactory aggFactory = new HyperloglogAggregatorFactory("billy", "billyG");
+    final HyperloglogAggregator agg = new HyperloglogAggregator("billy", selector);
+
+    final int card = 100000;
+
+    for (int i = 0; i < card; i++) {
+      aggregate(selector, agg);
+    }
+
+    Assert.assertEquals(99443L, aggFactory.finalizeComputation(agg.get()));
+  }
+
+  // Provides a nice printout of error rates as a function of cardinality
+  //@Test
+  public void benchmarkAggregation() throws Exception
+  {
+    final TestHllComplexMetricSelector selector = new TestHllComplexMetricSelector();
+    final HyperloglogAggregatorFactory aggFactory = new HyperloglogAggregatorFactory("billy", "billyG");
+
+    double error = 0.0d;
+    int count = 0;
+
+    final int[] valsToCheck = {
+        10, 20, 50, 100, 1000, 2000, 5000, 10000, 20000, 50000, 100000, 1000000, 2000000, 10000000, Integer.MAX_VALUE
+    };
+
+    for (int numThings : valsToCheck) {
+      long startTime = System.currentTimeMillis();
+      final HyperloglogAggregator agg = new HyperloglogAggregator("billy", selector);
+
+      for (int i = 0; i < numThings; ++i) {
+        if (i != 0 && i % 100000000 == 0) {
+          ++count;
+          error = computeError(error, count, i, (Long) aggFactory.finalizeComputation(agg.get()), startTime);
+        }
+        aggregate(selector, agg);
+      }
+
+      ++count;
+      error = computeError(error, count, numThings, (Long) aggFactory.finalizeComputation(agg.get()), startTime);
+    }
+  }
+
+  //@Test
+  public void benchmarkCombine() throws Exception
+  {
+    int count;
+    long totalTime = 0;
+
+    final TestHllComplexMetricSelector selector = new TestHllComplexMetricSelector();
+    TIntByteHashMap combined = new TIntByteHashMap();
+
+    for (count = 0; count < 1000000; ++count) {
+      final HyperloglogAggregator agg = new HyperloglogAggregator("billy", selector);
+      aggregate(selector, agg);
+
+      long start = System.nanoTime();
+      combined = (TIntByteHashMap) HyperloglogAggregator.combine(agg.get(), combined);
+      totalTime += System.nanoTime() - start;
+    }
+    System.out.printf("benchmarkCombine took %d ms%n", totalTime / 1000000);
+  }
+
+  private double computeError(double error, int count, long exactValue, long estimatedValue, long startTime)
+  {
+    final double errorThisTime = Math.abs((double) exactValue - estimatedValue) / exactValue;
+
+    error += errorThisTime;
+
+    System.out.printf(
+        "%,d ==? %,d in %,d millis. actual error[%,f%%], avg. error [%,f%%]%n",
+        exactValue,
+        estimatedValue,
+        System.currentTimeMillis() - startTime,
+        100 * errorThisTime,
+        (error / count) * 100
+    );
+    return error;
+  }
+
+  private void aggregate(TestHllComplexMetricSelector selector, HyperloglogAggregator agg)
+  {
+    agg.aggregate();
+    selector.increment();
+  }
+}

hll/src/test/java/io/druid/query/aggregation/TestHllComplexMetricSelector.java

@@ -0,0 +1,45 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2013  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 io.druid.query.aggregation;
+
+import io.druid.segment.ObjectColumnSelector;
+
+public class TestHllComplexMetricSelector implements ObjectColumnSelector<String>
+{
+  private int index = 0;
+
+
+  @Override
+  public Class<String> classOfObject()
+  {
+    return String.class;
+  }
+
+  @Override
+  public String get()
+  {
+    return String.valueOf(index);
+  }
+
+  public void increment()
+  {
+    ++index;
+  }
+}

indexing-hadoop/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

indexing-hadoop/src/main/java/io/druid/indexer/DbUpdaterJob.java

@@ -19,11 +19,9 @@
 
 package io.druid.indexer;
 
-import com.fasterxml.jackson.databind.ObjectMapper;
 import com.google.common.collect.ImmutableMap;
 import com.metamx.common.logger.Logger;
 import io.druid.db.DbConnector;
-import io.druid.jackson.DefaultObjectMapper;
 import io.druid.timeline.DataSegment;
 import org.joda.time.DateTime;
 import org.skife.jdbi.v2.Handle;
@@ -39,8 +37,6 @@ public class DbUpdaterJob implements Jobby
 {
   private static final Logger log = new Logger(DbUpdaterJob.class);
 
-  private static final ObjectMapper jsonMapper = new DefaultObjectMapper();
-
   private final HadoopDruidIndexerConfig config;
   private final IDBI dbi;
 
@@ -82,7 +78,7 @@ public class DbUpdaterJob implements Jobby
                       .put("partitioned", segment.getShardSpec().getPartitionNum())
                       .put("version", segment.getVersion())
                       .put("used", true)
-                      .put("payload", jsonMapper.writeValueAsString(segment))
+                      .put("payload", HadoopDruidIndexerConfig.jsonMapper.writeValueAsString(segment))
                       .build()
               );
 

indexing-service/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

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

@@ -86,6 +86,9 @@ public class RealtimeIndexTask extends AbstractTask
   @JsonIgnore
   private final Period windowPeriod;
 
+  @JsonIgnore
+  private final int maxPendingPersists;
+
   @JsonIgnore
   private final IndexGranularity segmentGranularity;
 
@@ -106,6 +109,7 @@ public class RealtimeIndexTask extends AbstractTask
       @JsonProperty("firehose") FirehoseFactory firehoseFactory,
       @JsonProperty("fireDepartmentConfig") FireDepartmentConfig fireDepartmentConfig,
       @JsonProperty("windowPeriod") Period windowPeriod,
+      @JsonProperty("maxPendingPersists") int maxPendingPersists,
       @JsonProperty("segmentGranularity") IndexGranularity segmentGranularity,
       @JsonProperty("rejectionPolicy") RejectionPolicyFactory rejectionPolicyFactory
   )
@@ -113,7 +117,7 @@ public class RealtimeIndexTask extends AbstractTask
     super(
         id == null
         ? makeTaskId(schema.getDataSource(), schema.getShardSpec().getPartitionNum(), new DateTime().toString())
-        :id,
+        : id,
 
         String.format(
             "index_realtime_%s",
@@ -135,6 +139,9 @@ public class RealtimeIndexTask extends AbstractTask
     this.firehoseFactory = firehoseFactory;
     this.fireDepartmentConfig = fireDepartmentConfig;
     this.windowPeriod = windowPeriod;
+    this.maxPendingPersists = (maxPendingPersists == 0)
+                              ? RealtimePlumberSchool.DEFAULT_MAX_PENDING_PERSISTS
+                              : maxPendingPersists;
     this.segmentGranularity = segmentGranularity;
     this.rejectionPolicyFactory = rejectionPolicyFactory;
   }
@@ -196,6 +203,7 @@ public class RealtimeIndexTask extends AbstractTask
         new File(toolbox.getTaskWorkDir(), "persist"),
         segmentGranularity
     );
+    realtimePlumberSchool.setDefaultMaxPendingPersists(maxPendingPersists);
 
     final SegmentPublisher segmentPublisher = new TaskActionSegmentPublisher(this, toolbox);
 

indexing-service/src/main/java/io/druid/indexing/overlord/scaling/AutoScalingStrategy.java

@@ -30,6 +30,8 @@ public interface AutoScalingStrategy
 
   public AutoScalingData terminate(List<String> ips);
 
+  public AutoScalingData terminateWithIds(List<String> ids);
+
   /**
    * Provides a lookup of ip addresses to node ids
    * @param ips - nodes IPs

indexing-service/src/main/java/io/druid/indexing/overlord/scaling/EC2AutoScalingStrategy.java

@@ -155,32 +155,15 @@ public class EC2AutoScalingStrategy implements AutoScalingStrategy
     }
 
     try {
-      log.info("Terminating instance[%s]", instances);
-      amazonEC2Client.terminateInstances(
-          new TerminateInstancesRequest(
-              Lists.transform(
-                  instances,
-                  new Function<Instance, String>()
-                  {
-                    @Override
-                    public String apply(Instance input)
-                    {
-                      return input.getInstanceId();
-                    }
-                  }
-              )
-          )
-      );
-
-      return new AutoScalingData(
+      return terminateWithIds(
           Lists.transform(
-              ips,
-              new Function<String, String>()
+              instances,
+              new Function<Instance, String>()
               {
                 @Override
-                public String apply(@Nullable String input)
+                public String apply(Instance input)
                 {
-                  return String.format("%s:%s", input, config.getWorkerPort());
+                  return input.getInstanceId();
                 }
               }
           )
@@ -193,6 +176,28 @@ public class EC2AutoScalingStrategy implements AutoScalingStrategy
     return null;
   }
 
+  @Override
+  public AutoScalingData terminateWithIds(List<String> ids)
+  {
+    if (ids.isEmpty()) {
+      return new AutoScalingData(Lists.<String>newArrayList());
+    }
+
+    try {
+      log.info("Terminating instances[%s]", ids);
+      amazonEC2Client.terminateInstances(
+          new TerminateInstancesRequest(ids)
+      );
+
+      return new AutoScalingData(ids);
+    }
+    catch (Exception e) {
+      log.error(e, "Unable to terminate any instances.");
+    }
+
+    return null;
+  }
+
   @Override
   public List<String> ipToIdLookup(List<String> ips)
   {

indexing-service/src/main/java/io/druid/indexing/overlord/scaling/NoopAutoScalingStrategy.java

@@ -44,6 +44,13 @@ public class NoopAutoScalingStrategy implements AutoScalingStrategy
     return null;
   }
 
+  @Override
+  public AutoScalingData terminateWithIds(List<String> ids)
+  {
+    log.info("If I were a real strategy I'd terminate %s now", ids);
+    return null;
+  }
+
   @Override
   public List<String> ipToIdLookup(List<String> ips)
   {

indexing-service/src/main/java/io/druid/indexing/overlord/scaling/SimpleResourceManagementStrategy.java

@@ -132,8 +132,7 @@ public class SimpleResourceManagementStrategy implements ResourceManagementStrat
              .addData("provisioningCount", currentlyProvisioning.size())
              .emit();
 
-          List<String> nodeIps = autoScalingStrategy.idToIpLookup(Lists.newArrayList(currentlyProvisioning));
-          autoScalingStrategy.terminate(nodeIps);
+          autoScalingStrategy.terminateWithIds(Lists.newArrayList(currentlyProvisioning));
           currentlyProvisioning.clear();
         }
       }

indexing-service/src/test/java/io/druid/indexing/common/TestRealtimeTask.java

@@ -51,6 +51,7 @@ public class TestRealtimeTask extends RealtimeIndexTask
         null,
         null,
         null,
+        1,
         null,
         null
     );

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

@@ -198,6 +198,7 @@ public class TaskSerdeTest
         null,
         null,
         new Period("PT10M"),
+        1,
         IndexGranularity.HOUR,
         null
     );

indexing-service/src/test/java/io/druid/indexing/overlord/scaling/EC2AutoScalingStrategyTest.java

@@ -131,6 +131,6 @@ public class EC2AutoScalingStrategyTest
     AutoScalingData deleted = strategy.terminate(Arrays.asList("dummyIP"));
 
     Assert.assertEquals(deleted.getNodeIds().size(), 1);
-    Assert.assertEquals(String.format("%s:8080", IP), deleted.getNodeIds().get(0));
+    Assert.assertEquals(INSTANCE_ID, deleted.getNodeIds().get(0));
   }
 }

indexing-service/src/test/java/io/druid/indexing/overlord/scaling/SimpleResourceManagementStrategyTest.java

@@ -187,9 +187,7 @@ public class SimpleResourceManagementStrategyTest
 
     EasyMock.expect(autoScalingStrategy.ipToIdLookup(EasyMock.<List<String>>anyObject()))
             .andReturn(Lists.<String>newArrayList()).times(2);
-    EasyMock.expect(autoScalingStrategy.idToIpLookup(EasyMock.<List<String>>anyObject()))
-                .andReturn(Lists.<String>newArrayList());
-    EasyMock.expect(autoScalingStrategy.terminate(EasyMock.<List<String>>anyObject()))
+    EasyMock.expect(autoScalingStrategy.terminateWithIds(EasyMock.<List<String>>anyObject()))
                     .andReturn(null);
     EasyMock.expect(autoScalingStrategy.provision()).andReturn(
         new AutoScalingData(Lists.<String>newArrayList("fake"))

indexing-service/src/test/java/io/druid/indexing/worker/TaskAnnouncementTest.java

@@ -46,6 +46,7 @@ public class TaskAnnouncementTest
         null,
         null,
         new Period("PT10M"),
+        1,
         IndexGranularity.HOUR,
         null
     );

kafka-eight/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

kafka-seven/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>
@@ -39,7 +39,7 @@
         <dependency>
             <groupId>kafka</groupId>
             <artifactId>core-kafka</artifactId>
-            <version>0.7.2-mmx1</version>
+            <version>0.7.2-mmx4</version>
             <exclusions>
                 <exclusion>
                     <groupId>log4j</groupId>

pom.xml

@@ -23,7 +23,7 @@
     <groupId>io.druid</groupId>
     <artifactId>druid</artifactId>
     <packaging>pom</packaging>
-    <version>0.6.52-SNAPSHOT</version>
+    <version>0.6.53-SNAPSHOT</version>
     <name>druid</name>
     <description>druid</description>
     <scm>
@@ -41,7 +41,7 @@
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <metamx.java-util.version>0.25.2</metamx.java-util.version>
         <apache.curator.version>2.3.0</apache.curator.version>
-        <druid.api.version>0.1.7</druid.api.version>
+        <druid.api.version>0.1.8</druid.api.version>
     </properties>
 
     <modules>
@@ -59,6 +59,7 @@
         <module>kafka-seven</module>
         <module>kafka-eight</module>
         <module>rabbitmq</module>
+        <module>hll</module>
     </modules>
 
     <dependencyManagement>
@@ -217,47 +218,47 @@
             <dependency>
                 <groupId>com.fasterxml.jackson.core</groupId>
                 <artifactId>jackson-annotations</artifactId>
-                <version>2.2.2</version>
+                <version>2.2.3</version>
             </dependency>
             <dependency>
                 <groupId>com.fasterxml.jackson.core</groupId>
                 <artifactId>jackson-core</artifactId>
-                <version>2.2.2</version>
+                <version>2.2.3</version>
             </dependency>
             <dependency>
                 <groupId>com.fasterxml.jackson.core</groupId>
                 <artifactId>jackson-databind</artifactId>
-                <version>2.2.2</version>
+                <version>2.2.3</version>
             </dependency>
             <dependency>
                 <groupId>com.fasterxml.jackson.datatype</groupId>
                 <artifactId>jackson-datatype-guava</artifactId>
-                <version>2.2.2</version>
+                <version>2.2.3</version>
             </dependency>
             <dependency>
                 <groupId>com.fasterxml.jackson.datatype</groupId>
                 <artifactId>jackson-datatype-joda</artifactId>
-                <version>2.2.2</version>
+                <version>2.2.3</version>
             </dependency>
             <dependency>
                 <groupId>com.fasterxml.jackson.dataformat</groupId>
                 <artifactId>jackson-dataformat-smile</artifactId>
-                <version>2.2.2</version>
+                <version>2.2.3</version>
             </dependency>
             <dependency>
                 <groupId>com.fasterxml.jackson.jaxrs</groupId>
                 <artifactId>jackson-jaxrs-json-provider</artifactId>
-                <version>2.2.2</version>
+                <version>2.2.3</version>
             </dependency>
             <dependency>
                 <groupId>org.codehaus.jackson</groupId>
                 <artifactId>jackson-core-asl</artifactId>
-                <version>1.9.11</version>
+                <version>1.9.13</version>
             </dependency>
             <dependency>
                 <groupId>org.codehaus.jackson</groupId>
                 <artifactId>jackson-mapper-asl</artifactId>
-                <version>1.9.11</version>
+                <version>1.9.13</version>
             </dependency>
             <dependency>
                 <groupId>org.hibernate</groupId>

processing/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

processing/src/main/java/io/druid/query/Query.java

@@ -25,6 +25,7 @@ import com.metamx.common.guava.Sequence;
 import io.druid.query.groupby.GroupByQuery;
 import io.druid.query.metadata.metadata.SegmentMetadataQuery;
 import io.druid.query.search.search.SearchQuery;
+import io.druid.query.select.SelectQuery;
 import io.druid.query.spec.QuerySegmentSpec;
 import io.druid.query.timeboundary.TimeBoundaryQuery;
 import io.druid.query.timeseries.TimeseriesQuery;
@@ -42,6 +43,7 @@ import java.util.Map;
     @JsonSubTypes.Type(name = Query.TIME_BOUNDARY, value = TimeBoundaryQuery.class),
     @JsonSubTypes.Type(name = Query.GROUP_BY, value = GroupByQuery.class),
     @JsonSubTypes.Type(name = Query.SEGMENT_METADATA, value = SegmentMetadataQuery.class),
+    @JsonSubTypes.Type(name = Query.SELECT, value = SelectQuery.class),
     @JsonSubTypes.Type(name = Query.TOPN, value = TopNQuery.class)
 })
 public interface Query<T>
@@ -51,6 +53,7 @@ public interface Query<T>
   public static final String TIME_BOUNDARY = "timeBoundary";
   public static final String GROUP_BY = "groupBy";
   public static final String SEGMENT_METADATA = "segmentMetadata";
+  public static final String SELECT = "select";
   public static final String TOPN = "topN";
 
   public String getDataSource();

processing/src/main/java/io/druid/query/select/EventHolder.java

@@ -0,0 +1,117 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.google.common.collect.Maps;
+import org.joda.time.DateTime;
+
+import java.util.Map;
+
+/**
+ */
+public class EventHolder
+{
+  public static final String timestampKey = "timestamp";
+
+  private final String segmentId;
+  private final int offset;
+  private final Map<String, Object> event;
+
+  @JsonCreator
+  public EventHolder(
+      @JsonProperty("segmentId") String segmentId,
+      @JsonProperty("offset") int offset,
+      @JsonProperty("event") Map<String, Object> event
+  )
+  {
+    this.segmentId = segmentId;
+    this.offset = offset;
+    this.event = event;
+  }
+
+  public DateTime getTimestamp()
+  {
+    return (DateTime) event.get(timestampKey);
+  }
+
+  @JsonProperty
+  public String getSegmentId()
+  {
+    return segmentId;
+  }
+
+  @JsonProperty
+  public int getOffset()
+  {
+    return offset;
+  }
+
+  @JsonProperty
+  public Map<String, Object> getEvent()
+  {
+    return event;
+  }
+
+  @Override
+  public boolean equals(Object o)
+  {
+    if (this == o) {
+      return true;
+    }
+    if (o == null || getClass() != o.getClass()) {
+      return false;
+    }
+
+    EventHolder that = (EventHolder) o;
+
+    if (offset != that.offset) {
+      return false;
+    }
+    if (!Maps.difference(event, ((EventHolder) o).event).areEqual()) {
+      return false;
+    }
+    if (segmentId != null ? !segmentId.equals(that.segmentId) : that.segmentId != null) {
+      return false;
+    }
+
+    return true;
+  }
+
+  @Override
+  public int hashCode()
+  {
+    int result = segmentId != null ? segmentId.hashCode() : 0;
+    result = 31 * result + offset;
+    result = 31 * result + (event != null ? event.hashCode() : 0);
+    return result;
+  }
+
+  @Override
+  public String toString()
+  {
+    return "EventHolder{" +
+           "segmentId='" + segmentId + '\'' +
+           ", offset=" + offset +
+           ", event=" + event +
+           '}';
+  }
+}

processing/src/main/java/io/druid/query/select/PagingSpec.java

@@ -0,0 +1,100 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.google.common.primitives.Ints;
+
+import java.nio.ByteBuffer;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ */
+public class PagingSpec
+{
+  private final LinkedHashMap<String, Integer> pagingIdentifiers;
+  private final int threshold;
+
+  @JsonCreator
+  public PagingSpec(
+      @JsonProperty("pagingIdentifiers") LinkedHashMap<String, Integer> pagingIdentifiers,
+      @JsonProperty("threshold") int threshold
+  )
+  {
+    this.pagingIdentifiers = pagingIdentifiers;
+    this.threshold = threshold;
+  }
+
+  @JsonProperty
+  public Map<String, Integer> getPagingIdentifiers()
+  {
+    return pagingIdentifiers;
+  }
+
+  @JsonProperty
+  public int getThreshold()
+  {
+    return threshold;
+  }
+
+  public byte[] getCacheKey()
+  {
+    final byte[][] pagingKeys = new byte[pagingIdentifiers.size()][];
+    final byte[][] pagingValues = new byte[pagingIdentifiers.size()][];
+
+    int index = 0;
+    int pagingKeysSize = 0;
+    int pagingValuesSize = 0;
+    for (Map.Entry<String, Integer> entry : pagingIdentifiers.entrySet()) {
+      pagingKeys[index] = entry.getKey().getBytes();
+      pagingValues[index] = ByteBuffer.allocate(Ints.BYTES).putInt(entry.getValue()).array();
+      pagingKeysSize += pagingKeys[index].length;
+      pagingValuesSize += Ints.BYTES;
+      index++;
+    }
+
+    final byte[] thresholdBytes = ByteBuffer.allocate(Ints.BYTES).putInt(threshold).array();
+
+    final ByteBuffer queryCacheKey = ByteBuffer.allocate(pagingKeysSize + pagingValuesSize + thresholdBytes.length);
+
+    for (byte[] pagingKey : pagingKeys) {
+      queryCacheKey.put(pagingKey);
+    }
+
+    for (byte[] pagingValue : pagingValues) {
+      queryCacheKey.put(pagingValue);
+    }
+
+    queryCacheKey.put(thresholdBytes);
+
+    return queryCacheKey.array();
+  }
+
+  @Override
+  public String toString()
+  {
+    return "PagingSpec{" +
+           "pagingIdentifiers=" + pagingIdentifiers +
+           ", threshold=" + threshold +
+           '}';
+  }
+}

processing/src/main/java/io/druid/query/select/SelectBinaryFn.java

@@ -0,0 +1,77 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.metamx.common.guava.nary.BinaryFn;
+import io.druid.granularity.AllGranularity;
+import io.druid.granularity.QueryGranularity;
+import io.druid.query.Result;
+import org.joda.time.DateTime;
+
+/**
+ */
+public class SelectBinaryFn
+    implements BinaryFn<Result<SelectResultValue>, Result<SelectResultValue>, Result<SelectResultValue>>
+{
+  private final QueryGranularity gran;
+  private final PagingSpec pagingSpec;
+
+  public SelectBinaryFn(
+      QueryGranularity granularity,
+      PagingSpec pagingSpec
+  )
+  {
+    this.gran = granularity;
+    this.pagingSpec = pagingSpec;
+  }
+
+  @Override
+  public Result<SelectResultValue> apply(
+      Result<SelectResultValue> arg1, Result<SelectResultValue> arg2
+  )
+  {
+    if (arg1 == null) {
+      return arg2;
+    }
+
+    if (arg2 == null) {
+      return arg1;
+    }
+
+    final DateTime timestamp = (gran instanceof AllGranularity)
+                               ? arg1.getTimestamp()
+                               : gran.toDateTime(gran.truncate(arg1.getTimestamp().getMillis()));
+
+    SelectResultValueBuilder builder = new SelectResultValueBuilder(timestamp, pagingSpec.getThreshold());
+
+    SelectResultValue arg1Val = arg1.getValue();
+    SelectResultValue arg2Val = arg2.getValue();
+
+    for (EventHolder event : arg1Val) {
+      builder.addEntry(event);
+    }
+
+    for (EventHolder event : arg2Val) {
+      builder.addEntry(event);
+    }
+
+    return builder.build();
+  }
+}

processing/src/main/java/io/druid/query/select/SelectQuery.java

@@ -0,0 +1,149 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonTypeName;
+import io.druid.granularity.QueryGranularity;
+import io.druid.query.BaseQuery;
+import io.druid.query.Query;
+import io.druid.query.Result;
+import io.druid.query.filter.DimFilter;
+import io.druid.query.spec.QuerySegmentSpec;
+
+import java.util.List;
+import java.util.Map;
+
+/**
+ */
+@JsonTypeName("select")
+public class SelectQuery extends BaseQuery<Result<SelectResultValue>>
+{
+  private final DimFilter dimFilter;
+  private final QueryGranularity granularity;
+  private final List<String> dimensions;
+  private final List<String> metrics;
+  private final PagingSpec pagingSpec;
+
+  @JsonCreator
+  public SelectQuery(
+      @JsonProperty("dataSource") String dataSource,
+      @JsonProperty("intervals") QuerySegmentSpec querySegmentSpec,
+      @JsonProperty("filter") DimFilter dimFilter,
+      @JsonProperty("granularity") QueryGranularity granularity,
+      @JsonProperty("dimensions") List<String> dimensions,
+      @JsonProperty("metrics") List<String> metrics,
+      @JsonProperty("pagingSpec") PagingSpec pagingSpec,
+      @JsonProperty("context") Map<String, String> context
+  )
+  {
+    super(dataSource, querySegmentSpec, context);
+    this.dimFilter = dimFilter;
+    this.granularity = granularity;
+    this.dimensions = dimensions;
+    this.metrics = metrics;
+    this.pagingSpec = pagingSpec;
+  }
+
+  @Override
+  public boolean hasFilters()
+  {
+    return dimFilter != null;
+  }
+
+  @Override
+  public String getType()
+  {
+    return Query.SELECT;
+  }
+
+  @JsonProperty("filter")
+  public DimFilter getDimensionsFilter()
+  {
+    return dimFilter;
+  }
+
+  @JsonProperty
+  public QueryGranularity getGranularity()
+  {
+    return granularity;
+  }
+
+  @JsonProperty
+  public List<String> getDimensions()
+  {
+    return dimensions;
+  }
+
+  @JsonProperty
+  public PagingSpec getPagingSpec()
+  {
+    return pagingSpec;
+  }
+
+  @JsonProperty
+  public List<String> getMetrics()
+  {
+    return metrics;
+  }
+
+  public SelectQuery withQuerySegmentSpec(QuerySegmentSpec querySegmentSpec)
+  {
+    return new SelectQuery(
+        getDataSource(),
+        querySegmentSpec,
+        dimFilter,
+        granularity,
+        dimensions,
+        metrics,
+        pagingSpec,
+        getContext()
+    );
+  }
+
+  public SelectQuery withOverriddenContext(Map<String, String> contextOverrides)
+  {
+    return new SelectQuery(
+        getDataSource(),
+        getQuerySegmentSpec(),
+        dimFilter,
+        granularity,
+        dimensions,
+        metrics,
+        pagingSpec,
+        computeOverridenContext(contextOverrides)
+    );
+  }
+
+  @Override
+  public String toString()
+  {
+    return "SelectQuery{" +
+           "dataSource='" + getDataSource() + '\'' +
+           ", querySegmentSpec=" + getQuerySegmentSpec() +
+           ", dimFilter=" + dimFilter +
+           ", granularity=" + granularity +
+           ", dimensions=" + dimensions +
+           ", metrics=" + metrics +
+           ", pagingSpec=" + pagingSpec +
+           '}';
+  }
+}

processing/src/main/java/io/druid/query/select/SelectQueryEngine.java

@@ -0,0 +1,167 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.google.common.base.Function;
+import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
+import com.metamx.common.guava.BaseSequence;
+import com.metamx.common.guava.Sequence;
+import io.druid.query.QueryRunnerHelper;
+import io.druid.query.Result;
+import io.druid.segment.Cursor;
+import io.druid.segment.DimensionSelector;
+import io.druid.segment.ObjectColumnSelector;
+import io.druid.segment.Segment;
+import io.druid.segment.StorageAdapter;
+import io.druid.segment.TimestampColumnSelector;
+import io.druid.segment.data.IndexedInts;
+import io.druid.segment.filter.Filters;
+import org.joda.time.DateTime;
+
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+/**
+ */
+public class SelectQueryEngine
+{
+  public Sequence<Result<SelectResultValue>> process(final SelectQuery query, final Segment segment)
+  {
+    return new BaseSequence<>(
+        new BaseSequence.IteratorMaker<Result<SelectResultValue>, Iterator<Result<SelectResultValue>>>()
+        {
+          @Override
+          public Iterator<Result<SelectResultValue>> make()
+          {
+            final StorageAdapter adapter = segment.asStorageAdapter();
+
+            final Iterable<String> dims;
+            if (query.getDimensions() == null || query.getDimensions().isEmpty()) {
+              dims = adapter.getAvailableDimensions();
+            } else {
+              dims = query.getDimensions();
+            }
+
+            final Iterable<String> metrics;
+            if (query.getMetrics() == null || query.getMetrics().isEmpty()) {
+              metrics = adapter.getAvailableMetrics();
+            } else {
+              metrics = query.getMetrics();
+            }
+
+            return QueryRunnerHelper.makeCursorBasedQuery(
+                adapter,
+                query.getQuerySegmentSpec().getIntervals(),
+                Filters.convertDimensionFilters(query.getDimensionsFilter()),
+                query.getGranularity(),
+                new Function<Cursor, Result<SelectResultValue>>()
+                {
+                  @Override
+                  public Result<SelectResultValue> apply(Cursor cursor)
+                  {
+                    final SelectResultValueBuilder builder = new SelectResultValueBuilder(
+                        cursor.getTime(),
+                        query.getPagingSpec()
+                             .getThreshold()
+                    );
+
+                    final TimestampColumnSelector timestampColumnSelector = cursor.makeTimestampColumnSelector();
+
+                    final Map<String, DimensionSelector> dimSelectors = Maps.newHashMap();
+                    for (String dim : dims) {
+                      final DimensionSelector dimSelector = cursor.makeDimensionSelector(dim);
+                      dimSelectors.put(dim, dimSelector);
+                    }
+
+                    final Map<String, ObjectColumnSelector> metSelectors = Maps.newHashMap();
+                    for (String metric : metrics) {
+                      final ObjectColumnSelector metricSelector = cursor.makeObjectColumnSelector(metric);
+                      metSelectors.put(metric, metricSelector);
+                    }
+
+                    int startOffset;
+                    if (query.getPagingSpec().getPagingIdentifiers() == null) {
+                      startOffset = 0;
+                    } else {
+                      Integer offset = query.getPagingSpec().getPagingIdentifiers().get(segment.getIdentifier());
+                      startOffset = (offset == null) ? 0 : offset;
+                    }
+
+                    cursor.advanceTo(startOffset);
+
+                    int offset = 0;
+                    while (!cursor.isDone() && offset < query.getPagingSpec().getThreshold()) {
+                      final Map<String, Object> theEvent = Maps.newLinkedHashMap();
+                      theEvent.put(EventHolder.timestampKey, new DateTime(timestampColumnSelector.getTimestamp()));
+
+                      for (Map.Entry<String, DimensionSelector> dimSelector : dimSelectors.entrySet()) {
+                        final String dim = dimSelector.getKey();
+                        final DimensionSelector selector = dimSelector.getValue();
+                        final IndexedInts vals = selector.getRow();
+
+                        if (vals.size() == 1) {
+                          final String dimVal = selector.lookupName(vals.get(0));
+                          theEvent.put(dim, dimVal);
+                        } else {
+                          List<String> dimVals = Lists.newArrayList();
+                          for (int i = 0; i < vals.size(); ++i) {
+                            dimVals.add(selector.lookupName(vals.get(i)));
+                          }
+                          theEvent.put(dim, dimVals);
+                        }
+                      }
+
+                      for (Map.Entry<String, ObjectColumnSelector> metSelector : metSelectors.entrySet()) {
+                        final String metric = metSelector.getKey();
+                        final ObjectColumnSelector selector = metSelector.getValue();
+                        theEvent.put(metric, selector.get());
+                      }
+
+                      builder.addEntry(
+                          new EventHolder(
+                              segment.getIdentifier(),
+                              startOffset + offset,
+                              theEvent
+                          )
+                      );
+                      cursor.advance();
+                      offset++;
+                    }
+
+                    return builder.build();
+                  }
+                }
+            ).iterator();
+          }
+
+          @Override
+          public void cleanup(Iterator<Result<SelectResultValue>> toClean)
+          {
+            // https://github.com/metamx/druid/issues/128
+            while (toClean.hasNext()) {
+              toClean.next();
+            }
+          }
+        }
+    );
+  }
+}

processing/src/main/java/io/druid/query/select/SelectQueryQueryToolChest.java

@@ -0,0 +1,291 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.google.common.base.Function;
+import com.google.common.base.Functions;
+import com.google.common.base.Joiner;
+import com.google.common.collect.Ordering;
+import com.google.common.collect.Sets;
+import com.google.inject.Inject;
+import com.metamx.common.guava.MergeSequence;
+import com.metamx.common.guava.Sequence;
+import com.metamx.common.guava.nary.BinaryFn;
+import com.metamx.emitter.service.ServiceMetricEvent;
+import io.druid.collections.OrderedMergeSequence;
+import io.druid.granularity.QueryGranularity;
+import io.druid.query.CacheStrategy;
+import io.druid.query.IntervalChunkingQueryRunner;
+import io.druid.query.Query;
+import io.druid.query.QueryConfig;
+import io.druid.query.QueryRunner;
+import io.druid.query.QueryToolChest;
+import io.druid.query.Result;
+import io.druid.query.ResultGranularTimestampComparator;
+import io.druid.query.ResultMergeQueryRunner;
+import io.druid.query.aggregation.MetricManipulationFn;
+import io.druid.query.filter.DimFilter;
+import org.joda.time.DateTime;
+import org.joda.time.Interval;
+import org.joda.time.Minutes;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+/**
+ */
+public class SelectQueryQueryToolChest extends QueryToolChest<Result<SelectResultValue>, SelectQuery>
+{
+  private static final byte SELECT_QUERY = 0x13;
+
+  private static final Joiner COMMA_JOIN = Joiner.on(",");
+  private static final TypeReference<Object> OBJECT_TYPE_REFERENCE =
+      new TypeReference<Object>()
+      {
+      };
+
+  private static final TypeReference<Result<SelectResultValue>> TYPE_REFERENCE =
+      new TypeReference<Result<SelectResultValue>>()
+      {
+      };
+
+  private final QueryConfig config;
+  private final ObjectMapper jsonMapper;
+
+  @Inject
+  public SelectQueryQueryToolChest(QueryConfig config, ObjectMapper jsonMapper)
+  {
+    this.config = config;
+    this.jsonMapper = jsonMapper;
+  }
+
+  @Override
+  public QueryRunner<Result<SelectResultValue>> mergeResults(QueryRunner<Result<SelectResultValue>> queryRunner)
+  {
+    return new ResultMergeQueryRunner<Result<SelectResultValue>>(queryRunner)
+    {
+      @Override
+      protected Ordering<Result<SelectResultValue>> makeOrdering(Query<Result<SelectResultValue>> query)
+      {
+        return Ordering.from(
+            new ResultGranularTimestampComparator<SelectResultValue>(
+                ((SelectQuery) query).getGranularity()
+            )
+        );
+      }
+
+      @Override
+      protected BinaryFn<Result<SelectResultValue>, Result<SelectResultValue>, Result<SelectResultValue>> createMergeFn(
+          Query<Result<SelectResultValue>> input
+      )
+      {
+        SelectQuery query = (SelectQuery) input;
+        return new SelectBinaryFn(
+            query.getGranularity(),
+            query.getPagingSpec()
+        );
+      }
+    };
+  }
+
+  @Override
+  public Sequence<Result<SelectResultValue>> mergeSequences(Sequence<Sequence<Result<SelectResultValue>>> seqOfSequences)
+  {
+    return new OrderedMergeSequence<Result<SelectResultValue>>(getOrdering(), seqOfSequences);
+  }
+
+  @Override
+  public ServiceMetricEvent.Builder makeMetricBuilder(SelectQuery query)
+  {
+    int numMinutes = 0;
+    for (Interval interval : query.getIntervals()) {
+      numMinutes += Minutes.minutesIn(interval).getMinutes();
+    }
+
+    return new ServiceMetricEvent.Builder()
+        .setUser2(query.getDataSource())
+        .setUser4("Select")
+        .setUser5(COMMA_JOIN.join(query.getIntervals()))
+        .setUser6(String.valueOf(query.hasFilters()))
+        .setUser9(Minutes.minutes(numMinutes).toString());
+  }
+
+  @Override
+  public Function<Result<SelectResultValue>, Result<SelectResultValue>> makeMetricManipulatorFn(
+      final SelectQuery query, final MetricManipulationFn fn
+  )
+  {
+    return Functions.identity();
+  }
+
+  @Override
+  public TypeReference<Result<SelectResultValue>> getResultTypeReference()
+  {
+    return TYPE_REFERENCE;
+  }
+
+  @Override
+  public CacheStrategy<Result<SelectResultValue>, Object, SelectQuery> getCacheStrategy(final SelectQuery query)
+  {
+    return new CacheStrategy<Result<SelectResultValue>, Object, SelectQuery>()
+    {
+      @Override
+      public byte[] computeCacheKey(SelectQuery query)
+      {
+        final DimFilter dimFilter = query.getDimensionsFilter();
+        final byte[] filterBytes = dimFilter == null ? new byte[]{} : dimFilter.getCacheKey();
+        final byte[] granularityBytes = query.getGranularity().cacheKey();
+
+        final Set<String> dimensions = Sets.newTreeSet();
+        if (query.getDimensions() != null) {
+          dimensions.addAll(query.getDimensions());
+        }
+
+        final byte[][] dimensionsBytes = new byte[dimensions.size()][];
+        int dimensionsBytesSize = 0;
+        int index = 0;
+        for (String dimension : dimensions) {
+          dimensionsBytes[index] = dimension.getBytes();
+          dimensionsBytesSize += dimensionsBytes[index].length;
+          ++index;
+        }
+
+
+        final Set<String> metrics = Sets.newTreeSet();
+        if (query.getMetrics() != null) {
+          dimensions.addAll(query.getMetrics());
+        }
+
+        final byte[][] metricBytes = new byte[metrics.size()][];
+        int metricBytesSize = 0;
+        index = 0;
+        for (String metric : metrics) {
+          metricBytes[index] = metric.getBytes();
+          metricBytesSize += metricBytes[index].length;
+          ++index;
+        }
+
+        final ByteBuffer queryCacheKey = ByteBuffer
+            .allocate(
+                1
+                + granularityBytes.length
+                + filterBytes.length
+                + query.getPagingSpec().getCacheKey().length
+                + dimensionsBytesSize
+                + metricBytesSize
+            )
+            .put(SELECT_QUERY)
+            .put(granularityBytes)
+            .put(filterBytes)
+            .put(query.getPagingSpec().getCacheKey());
+
+        for (byte[] dimensionsByte : dimensionsBytes) {
+          queryCacheKey.put(dimensionsByte);
+        }
+
+        for (byte[] metricByte : metricBytes) {
+          queryCacheKey.put(metricByte);
+        }
+
+        return queryCacheKey.array();
+      }
+
+      @Override
+      public TypeReference<Object> getCacheObjectClazz()
+      {
+        return OBJECT_TYPE_REFERENCE;
+      }
+
+      @Override
+      public Function<Result<SelectResultValue>, Object> prepareForCache()
+      {
+        return new Function<Result<SelectResultValue>, Object>()
+        {
+          @Override
+          public Object apply(final Result<SelectResultValue> input)
+          {
+            return Arrays.asList(
+                input.getTimestamp().getMillis(),
+                input.getValue().getPagingIdentifiers(),
+                input.getValue().getEvents()
+            );
+          }
+        };
+      }
+
+      @Override
+      public Function<Object, Result<SelectResultValue>> pullFromCache()
+      {
+        return new Function<Object, Result<SelectResultValue>>()
+        {
+          private final QueryGranularity granularity = query.getGranularity();
+
+          @Override
+          public Result<SelectResultValue> apply(Object input)
+          {
+            List<Object> results = (List<Object>) input;
+            Iterator<Object> resultIter = results.iterator();
+
+            DateTime timestamp = granularity.toDateTime(((Number) resultIter.next()).longValue());
+
+            return new Result<SelectResultValue>(
+                timestamp,
+                new SelectResultValue(
+                    (Map<String, Integer>) jsonMapper.convertValue(
+                        resultIter.next(), new TypeReference<Map<String, Integer>>()
+                    {
+                    }
+                    ),
+                    (List<EventHolder>) jsonMapper.convertValue(
+                        resultIter.next(), new TypeReference<List<EventHolder>>()
+                    {
+                    }
+                    )
+                )
+            );
+          }
+        };
+      }
+
+      @Override
+      public Sequence<Result<SelectResultValue>> mergeSequences(Sequence<Sequence<Result<SelectResultValue>>> seqOfSequences)
+      {
+        return new MergeSequence<Result<SelectResultValue>>(getOrdering(), seqOfSequences);
+      }
+    };
+  }
+
+  @Override
+  public QueryRunner<Result<SelectResultValue>> preMergeQueryDecoration(QueryRunner<Result<SelectResultValue>> runner)
+  {
+    return new IntervalChunkingQueryRunner<Result<SelectResultValue>>(runner, config.getChunkPeriod());
+  }
+
+  public Ordering<Result<SelectResultValue>> getOrdering()
+  {
+    return Ordering.natural();
+  }
+}

processing/src/main/java/io/druid/query/select/SelectQueryRunnerFactory.java

@@ -0,0 +1,106 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.google.inject.Inject;
+import com.metamx.common.ISE;
+import com.metamx.common.guava.Sequence;
+import io.druid.query.ChainedExecutionQueryRunner;
+import io.druid.query.Query;
+import io.druid.query.QueryConfig;
+import io.druid.query.QueryRunner;
+import io.druid.query.QueryRunnerFactory;
+import io.druid.query.QueryToolChest;
+import io.druid.query.Result;
+import io.druid.segment.Segment;
+
+import java.util.concurrent.ExecutorService;
+
+/**
+ */
+public class SelectQueryRunnerFactory
+    implements QueryRunnerFactory<Result<SelectResultValue>, SelectQuery>
+{
+  public static SelectQueryRunnerFactory create(ObjectMapper jsonMapper)
+  {
+    return new SelectQueryRunnerFactory(
+        new SelectQueryQueryToolChest(new QueryConfig(), jsonMapper),
+        new SelectQueryEngine()
+    );
+  }
+
+  private final SelectQueryQueryToolChest toolChest;
+  private final SelectQueryEngine engine;
+
+  @Inject
+  public SelectQueryRunnerFactory(
+      SelectQueryQueryToolChest toolChest,
+      SelectQueryEngine engine
+  )
+  {
+    this.toolChest = toolChest;
+    this.engine = engine;
+  }
+
+  @Override
+  public QueryRunner<Result<SelectResultValue>> createRunner(final Segment segment)
+  {
+    return new SelectQueryRunner(engine, segment);
+  }
+
+  @Override
+  public QueryRunner<Result<SelectResultValue>> mergeRunners(
+      ExecutorService queryExecutor, Iterable<QueryRunner<Result<SelectResultValue>>> queryRunners
+  )
+  {
+    return new ChainedExecutionQueryRunner<Result<SelectResultValue>>(
+        queryExecutor, toolChest.getOrdering(), queryRunners
+    );
+  }
+
+  @Override
+  public QueryToolChest<Result<SelectResultValue>, SelectQuery> getToolchest()
+  {
+    return toolChest;
+  }
+
+  private static class SelectQueryRunner implements QueryRunner<Result<SelectResultValue>>
+  {
+    private final SelectQueryEngine engine;
+    private final Segment segment;
+
+    private SelectQueryRunner(SelectQueryEngine engine, Segment segment)
+    {
+      this.engine = engine;
+      this.segment = segment;
+    }
+
+    @Override
+    public Sequence<Result<SelectResultValue>> run(Query<Result<SelectResultValue>> input)
+    {
+      if (!(input instanceof SelectQuery)) {
+        throw new ISE("Got a [%s] which isn't a %s", input.getClass(), SelectQuery.class);
+      }
+
+      return engine.process((SelectQuery) input, segment);
+    }
+  }
+}

processing/src/main/java/io/druid/query/select/SelectResultValue.java

@@ -0,0 +1,108 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonValue;
+import com.google.common.base.Function;
+import com.google.common.collect.Lists;
+import com.metamx.common.ISE;
+
+import javax.annotation.Nullable;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+/**
+ */
+public class SelectResultValue implements Iterable<EventHolder>
+{
+  private final Map<String, Integer> pagingIdentifiers;
+  private final List<EventHolder> events;
+
+  @JsonCreator
+  public SelectResultValue(
+      @JsonProperty("pagingIdentifiers") Map<String, Integer> pagingIdentifiers,
+      @JsonProperty("events") List<EventHolder> events)
+  {
+    this.pagingIdentifiers = pagingIdentifiers;
+    this.events = events;
+  }
+
+  @JsonProperty
+  public Map<String, Integer> getPagingIdentifiers()
+  {
+    return pagingIdentifiers;
+  }
+
+  @JsonProperty
+  public List<EventHolder> getEvents()
+  {
+    return events;
+  }
+
+  @Override
+  public Iterator<EventHolder> iterator()
+  {
+    return events.iterator();
+  }
+
+  @Override
+  public boolean equals(Object o)
+  {
+    if (this == o) {
+      return true;
+    }
+    if (o == null || getClass() != o.getClass()) {
+      return false;
+    }
+
+    SelectResultValue that = (SelectResultValue) o;
+
+    if (events != null ? !events.equals(that.events) : that.events != null) {
+      return false;
+    }
+    if (pagingIdentifiers != null
+        ? !pagingIdentifiers.equals(that.pagingIdentifiers)
+        : that.pagingIdentifiers != null) {
+      return false;
+    }
+
+    return true;
+  }
+
+  @Override
+  public int hashCode()
+  {
+    int result = pagingIdentifiers != null ? pagingIdentifiers.hashCode() : 0;
+    result = 31 * result + (events != null ? events.hashCode() : 0);
+    return result;
+  }
+
+  @Override
+  public String toString()
+  {
+    return "SelectResultValue{" +
+           "pagingIdentifiers=" + pagingIdentifiers +
+           ", events=" + events +
+           '}';
+  }
+}

processing/src/main/java/io/druid/query/select/SelectResultValueBuilder.java

@@ -0,0 +1,98 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
+import com.google.common.collect.MinMaxPriorityQueue;
+import com.google.common.primitives.Longs;
+import io.druid.query.Result;
+import org.joda.time.DateTime;
+
+import java.util.Comparator;
+import java.util.List;
+import java.util.Map;
+
+/**
+ */
+public class SelectResultValueBuilder
+{
+  private static final Comparator<EventHolder> comparator = new Comparator<EventHolder>()
+  {
+    @Override
+    public int compare(EventHolder o1, EventHolder o2)
+    {
+      int retVal = Longs.compare(o1.getTimestamp().getMillis(), o2.getTimestamp().getMillis());
+
+      if (retVal == 0) {
+        retVal = o1.getSegmentId().compareTo(o2.getSegmentId());
+      }
+
+      if (retVal == 0) {
+        retVal = Integer.compare(o1.getOffset(), o2.getOffset());
+      }
+
+      return retVal;
+    }
+  };
+
+  private final DateTime timestamp;
+
+  private MinMaxPriorityQueue<EventHolder> pQueue = null;
+
+  public SelectResultValueBuilder(
+      DateTime timestamp,
+      int threshold
+  )
+  {
+    this.timestamp = timestamp;
+
+    instantiatePQueue(threshold, comparator);
+  }
+
+  public void addEntry(
+      EventHolder event
+  )
+  {
+    pQueue.add(event);
+  }
+
+  public Result<SelectResultValue> build()
+  {
+    // Pull out top aggregated values
+    List<EventHolder> values = Lists.newArrayListWithCapacity(pQueue.size());
+    Map<String, Integer> pagingIdentifiers = Maps.newLinkedHashMap();
+    while (!pQueue.isEmpty()) {
+      EventHolder event = pQueue.remove();
+      pagingIdentifiers.put(event.getSegmentId(), event.getOffset());
+      values.add(event);
+    }
+
+    return new Result<SelectResultValue>(
+        timestamp,
+        new SelectResultValue(pagingIdentifiers, values)
+    );
+  }
+
+  private void instantiatePQueue(int threshold, final Comparator comparator)
+  {
+    this.pQueue = MinMaxPriorityQueue.orderedBy(comparator).maximumSize(threshold).create();
+  }
+}

processing/src/main/java/io/druid/segment/ColumnSelectorFactory.java

@@ -24,6 +24,7 @@ package io.druid.segment;
  */
 public interface ColumnSelectorFactory
 {
+  public TimestampColumnSelector makeTimestampColumnSelector();
   public DimensionSelector makeDimensionSelector(String dimensionName);
   public FloatColumnSelector makeFloatColumnSelector(String columnName);
   public ObjectColumnSelector makeObjectColumnSelector(String columnName);

processing/src/main/java/io/druid/segment/Cursor.java

@@ -21,10 +21,12 @@ package io.druid.segment;import org.joda.time.DateTime;
 
 /**
  */
+
 public interface Cursor extends ColumnSelectorFactory
 {
   public DateTime getTime();
   public void advance();
+  public void advanceTo(int offset);
   public boolean isDone();
   public void reset();
 }

processing/src/main/java/io/druid/segment/IncrementalIndexSegment.java

@@ -30,18 +30,21 @@ import java.io.IOException;
 public class IncrementalIndexSegment implements Segment
 {
   private final IncrementalIndex index;
+  private final String segmentIdentifier;
 
   public IncrementalIndexSegment(
-      IncrementalIndex index
+      IncrementalIndex index,
+      String segmentIdentifier
   )
   {
     this.index = index;
+    this.segmentIdentifier = segmentIdentifier;
   }
 
   @Override
   public String getIdentifier()
   {
-    throw new UnsupportedOperationException();
+    return segmentIdentifier;
   }
 
   @Override

processing/src/main/java/io/druid/segment/QueryableIndexStorageAdapter.java

@@ -23,6 +23,7 @@ import com.google.common.base.Function;
 import com.google.common.base.Functions;
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.Maps;
+import com.google.common.collect.Sets;
 import com.google.common.io.Closeables;
 import com.metamx.common.collect.MoreIterators;
 import com.metamx.common.guava.FunctionalIterable;
@@ -77,6 +78,12 @@ public class QueryableIndexStorageAdapter implements StorageAdapter
     return index.getAvailableDimensions();
   }
 
+  @Override
+  public Iterable<String> getAvailableMetrics()
+  {
+    return Sets.difference(Sets.newHashSet(index.getColumnNames()), Sets.newHashSet(index.getAvailableDimensions()));
+  }
+
   @Override
   public int getDimensionCardinality(String dimension)
   {
@@ -224,6 +231,16 @@ public class QueryableIndexStorageAdapter implements StorageAdapter
                       cursorOffset.increment();
                     }
 
+                    @Override
+                    public void advanceTo(int offset)
+                    {
+                      int count = 0;
+                      while (count < offset && !isDone()) {
+                        advance();
+                        count++;
+                      }
+                    }
+
                     @Override
                     public boolean isDone()
                     {
@@ -236,6 +253,19 @@ public class QueryableIndexStorageAdapter implements StorageAdapter
                       cursorOffset = initOffset.clone();
                     }
 
+                    @Override
+                    public TimestampColumnSelector makeTimestampColumnSelector()
+                    {
+                      return new TimestampColumnSelector()
+                      {
+                        @Override
+                        public long getTimestamp()
+                        {
+                          return timestamps.getLongSingleValueRow(cursorOffset.getOffset());
+                        }
+                      };
+                    }
+
                     @Override
                     public DimensionSelector makeDimensionSelector(String dimension)
                     {
@@ -249,8 +279,7 @@ public class QueryableIndexStorageAdapter implements StorageAdapter
 
                       if (column == null) {
                         return null;
-                      }
-                      else if (columnDesc.getCapabilities().hasMultipleValues()) {
+                      } else if (columnDesc.getCapabilities().hasMultipleValues()) {
                         return new DimensionSelector()
                         {
                           @Override
@@ -608,6 +637,12 @@ public class QueryableIndexStorageAdapter implements StorageAdapter
                       ++currRow;
                     }
 
+                    @Override
+                    public void advanceTo(int offset)
+                    {
+                      currRow += offset;
+                    }
+
                     @Override
                     public boolean isDone()
                     {
@@ -620,6 +655,19 @@ public class QueryableIndexStorageAdapter implements StorageAdapter
                       currRow = initRow;
                     }
 
+                    @Override
+                    public TimestampColumnSelector makeTimestampColumnSelector()
+                    {
+                      return new TimestampColumnSelector()
+                      {
+                        @Override
+                        public long getTimestamp()
+                        {
+                          return timestamps.getLongSingleValueRow(currRow);
+                        }
+                      };
+                    }
+
                     @Override
                     public DimensionSelector makeDimensionSelector(String dimension)
                     {
@@ -633,8 +681,7 @@ public class QueryableIndexStorageAdapter implements StorageAdapter
 
                       if (dict == null) {
                         return null;
-                      }
-                      else if (column.getCapabilities().hasMultipleValues()) {
+                      } else if (column.getCapabilities().hasMultipleValues()) {
                         return new DimensionSelector()
                         {
                           @Override

processing/src/main/java/io/druid/segment/StorageAdapter.java

@@ -17,7 +17,9 @@
  * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
  */
 
-package io.druid.segment;import io.druid.segment.data.Indexed;
+package io.druid.segment;
+
+import io.druid.segment.data.Indexed;
 import org.joda.time.DateTime;
 import org.joda.time.Interval;
 
@@ -28,6 +30,7 @@ public interface StorageAdapter extends CursorFactory
   public String getSegmentIdentifier();
   public Interval getInterval();
   public Indexed<String> getAvailableDimensions();
+  public Iterable<String> getAvailableMetrics();
   public int getDimensionCardinality(String dimension);
   public DateTime getMinTime();
   public DateTime getMaxTime();

processing/src/main/java/io/druid/segment/TimestampColumnSelector.java

@@ -0,0 +1,27 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.segment;
+
+/**
+ */
+public interface TimestampColumnSelector
+{
+  public long getTimestamp();
+}

processing/src/main/java/io/druid/segment/incremental/IncrementalIndex.java

@@ -45,6 +45,7 @@ import io.druid.segment.ColumnSelectorFactory;
 import io.druid.segment.DimensionSelector;
 import io.druid.segment.FloatColumnSelector;
 import io.druid.segment.ObjectColumnSelector;
+import io.druid.segment.TimestampColumnSelector;
 import io.druid.segment.serde.ComplexMetricExtractor;
 import io.druid.segment.serde.ComplexMetricSerde;
 import io.druid.segment.serde.ComplexMetrics;
@@ -197,6 +198,19 @@ public class IncrementalIndex implements Iterable<Row>
         aggs[i] = agg.factorize(
             new ColumnSelectorFactory()
             {
+              @Override
+              public TimestampColumnSelector makeTimestampColumnSelector()
+              {
+                return new TimestampColumnSelector()
+                {
+                  @Override
+                  public long getTimestamp()
+                  {
+                    return in.getTimestampFromEpoch();
+                  }
+                };
+              }
+
               @Override
               public FloatColumnSelector makeFloatColumnSelector(String columnName)
               {

processing/src/main/java/io/druid/segment/incremental/IncrementalIndexStorageAdapter.java

@@ -1,3 +1,4 @@
+
 /*
  * Druid - a distributed column store.
  * Copyright (C) 2012, 2013  Metamarkets Group Inc.
@@ -38,6 +39,7 @@ import io.druid.segment.DimensionSelector;
 import io.druid.segment.FloatColumnSelector;
 import io.druid.segment.ObjectColumnSelector;
 import io.druid.segment.StorageAdapter;
+import io.druid.segment.TimestampColumnSelector;
 import io.druid.segment.data.Indexed;
 import io.druid.segment.data.IndexedInts;
 import io.druid.segment.data.ListIndexed;
@@ -87,6 +89,12 @@ public class IncrementalIndexStorageAdapter implements StorageAdapter
     return new ListIndexed<String>(index.getDimensions(), String.class);
   }
 
+  @Override
+  public Iterable<String> getAvailableMetrics()
+  {
+    return index.getMetricNames();
+  }
+
   @Override
   public int getDimensionCardinality(String dimension)
   {
@@ -205,6 +213,16 @@ public class IncrementalIndexStorageAdapter implements StorageAdapter
                         }
                       }
 
+                      @Override
+                      public void advanceTo(int offset)
+                      {
+                        int count = 0;
+                        while (count < offset && !isDone()) {
+                          advance();
+                          count++;
+                        }
+                      }
+
                       @Override
                       public boolean isDone()
                       {
@@ -237,6 +255,19 @@ public class IncrementalIndexStorageAdapter implements StorageAdapter
 
                       }
 
+                      @Override
+                      public TimestampColumnSelector makeTimestampColumnSelector()
+                      {
+                        return new TimestampColumnSelector()
+                        {
+                          @Override
+                          public long getTimestamp()
+                          {
+                            return currEntry.getKey().getTimestamp();
+                          }
+                        };
+                      }
+
                       @Override
                       public DimensionSelector makeDimensionSelector(String dimension)
                       {

processing/src/test/java/io/druid/query/QueryRunnerTestHelper.java

@@ -48,11 +48,13 @@ import java.util.List;
  */
 public class QueryRunnerTestHelper
 {
+  public static final String segmentId= "testSegment";
   public static final String dataSource = "testing";
   public static final QueryGranularity dayGran = QueryGranularity.DAY;
   public static final QueryGranularity allGran = QueryGranularity.ALL;
   public static final String providerDimension = "proVider";
   public static final String qualityDimension = "quality";
+  public static final String placementDimension = "placement";
   public static final String placementishDimension = "placementish";
   public static final String indexMetric = "index";
   public static final CountAggregatorFactory rowsCount = new CountAggregatorFactory("rows");
@@ -110,13 +112,13 @@ public class QueryRunnerTestHelper
     return Arrays.asList(
         new Object[][]{
             {
-                makeQueryRunner(factory, new IncrementalIndexSegment(rtIndex))
+                makeQueryRunner(factory, new IncrementalIndexSegment(rtIndex, segmentId))
             },
             {
-                makeQueryRunner(factory, new QueryableIndexSegment(null, mMappedTestIndex))
+                makeQueryRunner(factory, new QueryableIndexSegment(segmentId, mMappedTestIndex))
             },
             {
-                makeQueryRunner(factory, new QueryableIndexSegment(null, mergedRealtimeIndex))
+                makeQueryRunner(factory, new QueryableIndexSegment(segmentId, mergedRealtimeIndex))
             }
         }
     );

processing/src/test/java/io/druid/query/metadata/SegmentAnalyzerTest.java

@@ -47,7 +47,7 @@ public class SegmentAnalyzerTest
   public void testIncrementalDoesNotWork() throws Exception
   {
     final List<SegmentAnalysis> results = getSegmentAnalysises(
-        new IncrementalIndexSegment(TestIndex.getIncrementalTestIndex())
+        new IncrementalIndexSegment(TestIndex.getIncrementalTestIndex(), null)
     );
 
     Assert.assertEquals(0, results.size());

processing/src/test/java/io/druid/query/select/SelectBinaryFnTest.java

@@ -0,0 +1,224 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.google.common.collect.ImmutableMap;
+import com.google.common.collect.Maps;
+import com.metamx.common.ISE;
+import io.druid.granularity.QueryGranularity;
+import io.druid.query.Result;
+import junit.framework.Assert;
+import org.joda.time.DateTime;
+import org.junit.Test;
+
+import java.util.Arrays;
+import java.util.Iterator;
+import java.util.LinkedHashMap;
+import java.util.List;
+
+/**
+ */
+public class SelectBinaryFnTest
+{
+  private static final String segmentId1 = "testSegment";
+
+  private static final String segmentId2 = "testSegment";
+
+  @Test
+  public void testApply() throws Exception
+  {
+    SelectBinaryFn binaryFn = new SelectBinaryFn(QueryGranularity.ALL, new PagingSpec(null, 5));
+
+    Result<SelectResultValue> res1 = new Result<>(
+        new DateTime("2013-01-01"),
+        new SelectResultValue(
+            ImmutableMap.<String, Integer>of(),
+            Arrays.asList(
+                new EventHolder(
+                    segmentId1,
+                    0,
+                    ImmutableMap.<String, Object>of(
+                        EventHolder.timestampKey,
+                        new DateTime("2013-01-01T00"),
+                        "dim",
+                        "first"
+                    )
+                ),
+                new EventHolder(
+                    segmentId1,
+                    1,
+                    ImmutableMap.<String, Object>of(
+                        EventHolder.timestampKey,
+                        new DateTime("2013-01-01T03"),
+                        "dim",
+                        "fourth"
+                    )
+                ),
+                new EventHolder(
+                    segmentId1,
+                    2,
+                    ImmutableMap.<String, Object>of(
+                        EventHolder.timestampKey,
+                        new DateTime("2013-01-01T05"),
+                        "dim",
+                        "sixth"
+                    )
+                )
+            )
+        )
+    );
+
+
+    Result<SelectResultValue> res2 = new Result<>(
+        new DateTime("2013-01-01"),
+        new SelectResultValue(
+            ImmutableMap.<String, Integer>of(),
+            Arrays.asList(
+                new EventHolder(
+                    segmentId2,
+                    0,
+                    ImmutableMap.<String, Object>of(
+                        EventHolder.timestampKey,
+                        new DateTime("2013-01-01T00"),
+                        "dim",
+                        "second"
+                    )
+                ),
+                new EventHolder(
+                    segmentId2,
+                    1,
+                    ImmutableMap.<String, Object>of(
+                        EventHolder.timestampKey,
+                        new DateTime("2013-01-01T02"),
+                        "dim",
+                        "third"
+                    )
+                ),
+                new EventHolder(
+                    segmentId2,
+                    2,
+                    ImmutableMap.<String, Object>of(
+                        EventHolder.timestampKey,
+                        new DateTime("2013-01-01T04"),
+                        "dim",
+                        "fifth"
+                    )
+                )
+            )
+        )
+    );
+
+    Result<SelectResultValue> merged = binaryFn.apply(res1, res2);
+
+    Assert.assertEquals(res1.getTimestamp(), merged.getTimestamp());
+
+    LinkedHashMap<String, Integer> expectedPageIds = Maps.newLinkedHashMap();
+    expectedPageIds.put(segmentId1, 0);
+    expectedPageIds.put(segmentId2, 0);
+    expectedPageIds.put(segmentId2, 1);
+    expectedPageIds.put(segmentId1, 1);
+    expectedPageIds.put(segmentId2, 2);
+
+    Iterator<String> exSegmentIter = expectedPageIds.keySet().iterator();
+    Iterator<String> acSegmentIter = merged.getValue().getPagingIdentifiers().keySet().iterator();
+
+    verifyIters(exSegmentIter, acSegmentIter);
+
+    Iterator<Integer> exOffsetIter = expectedPageIds.values().iterator();
+    Iterator<Integer> acOffsetIter = merged.getValue().getPagingIdentifiers().values().iterator();
+
+    verifyIters(exOffsetIter, acOffsetIter);
+
+    List<EventHolder> exEvents = Arrays.<EventHolder>asList(
+        new EventHolder(
+            segmentId1,
+            0,
+            ImmutableMap.<String, Object>of(
+                EventHolder.timestampKey,
+                new DateTime("2013-01-01T00"), "dim", "first"
+            )
+        ),
+        new EventHolder(
+            segmentId2,
+            0,
+            ImmutableMap.<String, Object>of(
+                EventHolder.timestampKey,
+                new DateTime("2013-01-01T00"),
+                "dim",
+                "second"
+            )
+        ),
+        new EventHolder(
+            segmentId2,
+            1,
+            ImmutableMap.<String, Object>of(
+                EventHolder.timestampKey,
+                new DateTime("2013-01-01T02"),
+                "dim",
+                "third"
+            )
+        ),
+        new EventHolder(
+            segmentId1,
+            1,
+            ImmutableMap.<String, Object>of(
+                EventHolder.timestampKey,
+                new DateTime("2013-01-01T03"),
+                "dim",
+                "fourth"
+            )
+        ),
+        new EventHolder(
+            segmentId2,
+            2,
+            ImmutableMap.<String, Object>of(
+                EventHolder.timestampKey,
+                new DateTime("2013-01-01T04"),
+                "dim",
+                "fifth"
+            )
+        )
+    );
+
+    List<EventHolder> acEvents = merged.getValue().getEvents();
+
+
+    verifyEvents(exEvents, acEvents);
+  }
+
+  private void verifyIters(Iterator iter1, Iterator iter2)
+  {
+    while (iter1.hasNext()) {
+      Assert.assertEquals(iter1.next(), iter2.next());
+    }
+
+    if (iter2.hasNext()) {
+      throw new ISE("This should be empty!");
+    }
+  }
+
+  private void verifyEvents(List<EventHolder> events1, List<EventHolder> events2)
+  {
+    Iterator<EventHolder> ex = events1.iterator();
+    Iterator<EventHolder> ac = events2.iterator();
+
+    verifyIters(ex, ac);
+  }
+}

processing/src/test/java/io/druid/query/select/SelectQueryRunnerTest.java

@@ -0,0 +1,403 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.query.select;
+
+import com.google.common.collect.ImmutableMap;
+import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
+import com.metamx.common.ISE;
+import com.metamx.common.guava.Sequences;
+import io.druid.jackson.DefaultObjectMapper;
+import io.druid.query.QueryRunner;
+import io.druid.query.QueryRunnerTestHelper;
+import io.druid.query.Result;
+import io.druid.query.filter.SelectorDimFilter;
+import io.druid.query.spec.LegacySegmentSpec;
+import org.joda.time.DateTime;
+import org.joda.time.Interval;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+/**
+ */
+@RunWith(Parameterized.class)
+public class SelectQueryRunnerTest
+{
+  @Parameterized.Parameters
+  public static Collection<?> constructorFeeder() throws IOException
+  {
+    return QueryRunnerTestHelper.makeQueryRunners(
+        SelectQueryRunnerFactory.create(new DefaultObjectMapper())
+    );
+  }
+
+  private static final String providerLowercase = "provider";
+
+  private final QueryRunner runner;
+
+  public SelectQueryRunnerTest(
+      QueryRunner runner
+  )
+  {
+    this.runner = runner;
+  }
+
+  @Test
+  public void testFullOnSelect()
+  {
+    SelectQuery query = new SelectQuery(
+        QueryRunnerTestHelper.dataSource,
+        QueryRunnerTestHelper.fullOnInterval,
+        null,
+        QueryRunnerTestHelper.allGran,
+        Lists.<String>newArrayList(),
+        Lists.<String>newArrayList(),
+        new PagingSpec(null, 3),
+        null
+    );
+
+    Iterable<Result<SelectResultValue>> results = Sequences.toList(
+        runner.run(query),
+        Lists.<Result<SelectResultValue>>newArrayList()
+    );
+
+    List<Result<SelectResultValue>> expectedResults = Arrays.asList(
+        new Result<SelectResultValue>(
+            new DateTime("2011-01-12T00:00:00.000Z"),
+            new SelectResultValue(
+                ImmutableMap.of(QueryRunnerTestHelper.segmentId, 2),
+                Arrays.asList(
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        0,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(providerLowercase, "spot")
+                            .put(QueryRunnerTestHelper.qualityDimension, "automotive")
+                            .put(QueryRunnerTestHelper.placementDimension, "preferred")
+                            .put(QueryRunnerTestHelper.placementishDimension, Lists.newArrayList("a", "preferred"))
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        1,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(providerLowercase, "spot")
+                            .put(QueryRunnerTestHelper.qualityDimension, "business")
+                            .put(QueryRunnerTestHelper.placementDimension, "preferred")
+                            .put(QueryRunnerTestHelper.placementishDimension, Lists.newArrayList("b", "preferred"))
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        2,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(providerLowercase, "spot")
+                            .put(QueryRunnerTestHelper.qualityDimension, "entertainment")
+                            .put(QueryRunnerTestHelper.placementDimension, "preferred")
+                            .put(QueryRunnerTestHelper.placementishDimension, Lists.newArrayList("e", "preferred"))
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    )
+                )
+            )
+        )
+    );
+
+    verify(expectedResults, results);
+  }
+
+  @Test
+  public void testSelectWithDimsAndMets()
+  {
+    SelectQuery query = new SelectQuery(
+        QueryRunnerTestHelper.dataSource,
+        QueryRunnerTestHelper.fullOnInterval,
+        null,
+        QueryRunnerTestHelper.allGran,
+        Lists.<String>newArrayList(providerLowercase),
+        Lists.<String>newArrayList(QueryRunnerTestHelper.indexMetric),
+        new PagingSpec(null, 3),
+        null
+    );
+
+    Iterable<Result<SelectResultValue>> results = Sequences.toList(
+        runner.run(query),
+        Lists.<Result<SelectResultValue>>newArrayList()
+    );
+
+    List<Result<SelectResultValue>> expectedResults = Arrays.asList(
+        new Result<SelectResultValue>(
+            new DateTime("2011-01-12T00:00:00.000Z"),
+            new SelectResultValue(
+                ImmutableMap.of(QueryRunnerTestHelper.segmentId, 2),
+                Arrays.asList(
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        0,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(providerLowercase, "spot")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        1,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(providerLowercase, "spot")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        2,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(providerLowercase, "spot")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    )
+                )
+            )
+        )
+    );
+
+    verify(expectedResults, results);
+  }
+
+  @Test
+  public void testSelectPagination()
+  {
+    SelectQuery query = new SelectQuery(
+        QueryRunnerTestHelper.dataSource,
+        QueryRunnerTestHelper.fullOnInterval,
+        null,
+        QueryRunnerTestHelper.allGran,
+        Lists.<String>newArrayList(QueryRunnerTestHelper.qualityDimension),
+        Lists.<String>newArrayList(QueryRunnerTestHelper.indexMetric),
+        new PagingSpec(Maps.newLinkedHashMap(ImmutableMap.of(QueryRunnerTestHelper.segmentId, 3)), 3),
+        null
+    );
+
+    Iterable<Result<SelectResultValue>> results = Sequences.toList(
+        runner.run(query),
+        Lists.<Result<SelectResultValue>>newArrayList()
+    );
+
+    List<Result<SelectResultValue>> expectedResults = Arrays.asList(
+        new Result<SelectResultValue>(
+            new DateTime("2011-01-12T00:00:00.000Z"),
+            new SelectResultValue(
+                ImmutableMap.of(QueryRunnerTestHelper.segmentId, 5),
+                Arrays.asList(
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        3,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "health")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        4,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "mezzanine")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        5,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "news")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    )
+                )
+            )
+        )
+    );
+
+    verify(expectedResults, results);
+  }
+
+  @Test
+  public void testFullOnSelectWithFilter()
+  {
+    SelectQuery query = new SelectQuery(
+        QueryRunnerTestHelper.dataSource,
+        new LegacySegmentSpec(new Interval("2011-01-12/2011-01-14")),
+        new SelectorDimFilter(QueryRunnerTestHelper.providerDimension, "spot"),
+        QueryRunnerTestHelper.dayGran,
+        Lists.<String>newArrayList(QueryRunnerTestHelper.qualityDimension),
+        Lists.<String>newArrayList(QueryRunnerTestHelper.indexMetric),
+        new PagingSpec(Maps.newLinkedHashMap(ImmutableMap.of(QueryRunnerTestHelper.segmentId, 3)), 3),
+        null
+    );
+
+    Iterable<Result<SelectResultValue>> results = Sequences.toList(
+        runner.run(query),
+        Lists.<Result<SelectResultValue>>newArrayList()
+    );
+
+    List<Result<SelectResultValue>> expectedResults = Arrays.asList(
+        new Result<SelectResultValue>(
+            new DateTime("2011-01-12T00:00:00.000Z"),
+            new SelectResultValue(
+                ImmutableMap.of(QueryRunnerTestHelper.segmentId, 5),
+                Arrays.asList(
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        3,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "health")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        4,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "mezzanine")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        5,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-12T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "news")
+                            .put(QueryRunnerTestHelper.indexMetric, 100.000000F)
+                            .build()
+                    )
+                )
+            )
+        ),
+        new Result<SelectResultValue>(
+            new DateTime("2011-01-13T00:00:00.000Z"),
+            new SelectResultValue(
+                ImmutableMap.of(QueryRunnerTestHelper.segmentId, 5),
+                Arrays.asList(
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        3,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-13T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "health")
+                            .put(QueryRunnerTestHelper.indexMetric, 114.947403F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        4,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-13T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "mezzanine")
+                            .put(QueryRunnerTestHelper.indexMetric, 104.465767F)
+                            .build()
+                    ),
+                    new EventHolder(
+                        QueryRunnerTestHelper.segmentId,
+                        5,
+                        new ImmutableMap.Builder<String, Object>()
+                            .put(EventHolder.timestampKey, new DateTime("2011-01-13T00:00:00.000Z"))
+                            .put(QueryRunnerTestHelper.qualityDimension, "news")
+                            .put(QueryRunnerTestHelper.indexMetric, 102.851683F)
+                            .build()
+                    )
+                )
+            )
+        )
+    );
+
+    verify(expectedResults, results);
+  }
+
+  private static void verify(
+      Iterable<Result<SelectResultValue>> expectedResults,
+      Iterable<Result<SelectResultValue>> actualResults
+  )
+  {
+    Iterator<Result<SelectResultValue>> expectedIter = expectedResults.iterator();
+    Iterator<Result<SelectResultValue>> actualIter = actualResults.iterator();
+
+    while (expectedIter.hasNext()) {
+      Result<SelectResultValue> expected = expectedIter.next();
+      Result<SelectResultValue> actual = actualIter.next();
+
+      Assert.assertEquals(expected.getTimestamp(), actual.getTimestamp());
+
+      for (Map.Entry<String, Integer> entry : expected.getValue().getPagingIdentifiers().entrySet()) {
+        Assert.assertEquals(entry.getValue(), actual.getValue().getPagingIdentifiers().get(entry.getKey()));
+      }
+
+      Iterator<EventHolder> expectedEvts = expected.getValue().getEvents().iterator();
+      Iterator<EventHolder> actualEvts = actual.getValue().getEvents().iterator();
+
+      while (expectedEvts.hasNext()) {
+        EventHolder exHolder = expectedEvts.next();
+        EventHolder acHolder = actualEvts.next();
+
+        Assert.assertEquals(exHolder.getTimestamp(), acHolder.getTimestamp());
+        Assert.assertEquals(exHolder.getOffset(), acHolder.getOffset());
+
+        for (Map.Entry<String, Object> ex : exHolder.getEvent().entrySet()) {
+          Object actVal = acHolder.getEvent().get(ex.getKey());
+
+          // work around for current II limitations
+          if (acHolder.getEvent().get(ex.getKey()) instanceof Double) {
+            actVal = ((Double) actVal).floatValue();
+          }
+          Assert.assertEquals(ex.getValue(), actVal);
+        }
+      }
+
+      if (actualEvts.hasNext()) {
+        throw new ISE("This event iterator should be exhausted!");
+      }
+    }
+
+    if (actualIter.hasNext()) {
+      throw new ISE("This iterator should be exhausted!");
+    }
+  }
+}

processing/src/test/java/io/druid/query/timeseries/TimeseriesQueryRunnerBonusTest.java

@@ -90,7 +90,7 @@ public class TimeseriesQueryRunnerBonusTest
     final QueryRunnerFactory factory = TimeseriesQueryRunnerFactory.create();
     final QueryRunner<Result<TimeseriesResultValue>> runner = makeQueryRunner(
         factory,
-        new IncrementalIndexSegment(index)
+        new IncrementalIndexSegment(index, null)
     );
 
     TimeseriesQuery query = Druids.newTimeseriesQueryBuilder()

processing/src/test/java/io/druid/query/topn/TopNQueryRunnerTestHelper.java

@@ -48,7 +48,7 @@ public class TopNQueryRunnerTestHelper
     return Arrays.asList(
         new Object[][]{
             {
-                makeQueryRunner(factory, new IncrementalIndexSegment(rtIndex))
+                makeQueryRunner(factory, new IncrementalIndexSegment(rtIndex, null))
             },
             {
                 makeQueryRunner(factory, new QueryableIndexSegment(null, mMappedTestIndex))

processing/src/test/java/io/druid/segment/filter/SpatialFilterBonusTest.java

@@ -83,7 +83,7 @@ public class SpatialFilterBonusTest
     return Arrays.asList(
         new Object[][]{
             {
-                new IncrementalIndexSegment(rtIndex)
+                new IncrementalIndexSegment(rtIndex, null)
             },
             {
                 new QueryableIndexSegment(null, mMappedTestIndex)

processing/src/test/java/io/druid/segment/filter/SpatialFilterTest.java

@@ -83,7 +83,7 @@ public class SpatialFilterTest
     return Arrays.asList(
         new Object[][]{
             {
-                new IncrementalIndexSegment(rtIndex)
+                new IncrementalIndexSegment(rtIndex, null)
             },
             {
                 new QueryableIndexSegment(null, mMappedTestIndex)

rabbitmq/pom.xml

@@ -9,7 +9,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

s3-extensions/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

server/pom.xml

@@ -28,7 +28,7 @@
     <parent>
         <groupId>io.druid</groupId>
         <artifactId>druid</artifactId>
-        <version>0.6.52-SNAPSHOT</version>
+        <version>0.6.53-SNAPSHOT</version>
     </parent>
 
     <dependencies>

server/src/main/java/io/druid/client/CachingClusteredClient.java

@@ -313,7 +313,7 @@ public class CachingClusteredClient<T> implements QueryRunner<T>
               final MultipleSpecificSegmentSpec segmentSpec = new MultipleSpecificSegmentSpec(descriptors);
               List<Interval> intervals = segmentSpec.getIntervals();
 
-              if ("realtime".equals(server.getType()) || !populateCache || isBySegment) {
+              if (server.isRealtime() || !populateCache || isBySegment) {
                 resultSeqToAdd = clientQueryable.run(query.withQuerySegmentSpec(segmentSpec));
               } else {
                 resultSeqToAdd = toolChest.mergeSequences(

server/src/main/java/io/druid/client/DruidServer.java

@@ -36,7 +36,10 @@ import java.util.concurrent.ConcurrentMap;
  */
 public class DruidServer implements Comparable
 {
+  public static final int DEFAULT_PRIORITY = 0;
+  public static final int DEFAULT_NUM_REPLICANTS = 2;
   public static final String DEFAULT_TIER = "_default_tier";
+
   private static final Logger log = new Logger(DruidServer.class);
 
   private final Object lock = new Object();
@@ -59,7 +62,8 @@ public class DruidServer implements Comparable
         node.getHost(),
         config.getMaxSize(),
         type,
-        config.getTier()
+        config.getTier(),
+        DEFAULT_PRIORITY
     );
   }
 
@@ -69,10 +73,11 @@ public class DruidServer implements Comparable
       @JsonProperty("host") String host,
       @JsonProperty("maxSize") long maxSize,
       @JsonProperty("type") String type,
-      @JsonProperty("tier") String tier
+      @JsonProperty("tier") String tier,
+      @JsonProperty("priority") int priority
   )
   {
-    this.metadata = new DruidServerMetadata(name, host, maxSize, type, tier);
+    this.metadata = new DruidServerMetadata(name, host, maxSize, type, tier, priority);
 
     this.dataSources = new ConcurrentHashMap<String, DruidDataSource>();
     this.segments = new ConcurrentHashMap<String, DataSegment>();
@@ -118,6 +123,12 @@ public class DruidServer implements Comparable
     return metadata.getTier();
   }
 
+  @JsonProperty
+  public int getPriority()
+  {
+    return metadata.getPriority();
+  }
+
   @JsonProperty
   public Map<String, DataSegment> getSegments()
   {
@@ -125,6 +136,11 @@ public class DruidServer implements Comparable
     return Collections.unmodifiableMap(segments);
   }
 
+  public boolean isRealtime()
+  {
+    return getType().equalsIgnoreCase("realtime");
+  }
+
   public DataSegment getSegment(String segmentName)
   {
     return segments.get(segmentName);

server/src/main/java/io/druid/client/DruidServerConfig.java

@@ -32,7 +32,10 @@ public class DruidServerConfig
   private long maxSize = 0;
 
   @JsonProperty
-  private String tier = "_default_tier";
+  private String tier = DruidServer.DEFAULT_TIER;
+
+  @JsonProperty
+  private int priority = DruidServer.DEFAULT_PRIORITY;
 
   public long getMaxSize()
   {
@@ -43,4 +46,9 @@ public class DruidServerConfig
   {
     return tier;
   }
+
+  public int getPriority()
+  {
+    return priority;
+  }
 }

server/src/main/java/io/druid/client/selector/ConnectionCountServerSelectorStrategy.java

@@ -20,10 +20,14 @@
 package io.druid.client.selector;
 
 import com.google.common.primitives.Ints;
+import com.metamx.common.ISE;
+import io.druid.timeline.DataSegment;
 
 import java.util.Collections;
 import java.util.Comparator;
+import java.util.Map;
 import java.util.Set;
+import java.util.TreeMap;
 
 public class ConnectionCountServerSelectorStrategy implements ServerSelectorStrategy
 {
@@ -37,8 +41,25 @@ public class ConnectionCountServerSelectorStrategy implements ServerSelectorStra
   };
 
   @Override
-  public QueryableDruidServer pick(Set<QueryableDruidServer> servers)
+  public QueryableDruidServer pick(
+      TreeMap<Integer, Set<QueryableDruidServer>> prioritizedServers, DataSegment segment
+  )
   {
-    return Collections.min(servers, comparator);
+    final Map.Entry<Integer, Set<QueryableDruidServer>> highestPriorityServers = prioritizedServers.pollLastEntry();
+
+    if (highestPriorityServers == null) {
+      return null;
+    }
+
+    final Set<QueryableDruidServer> servers = highestPriorityServers.getValue();
+    final int size = servers.size();
+    switch (size) {
+      case 0:
+        throw new ISE("[%s] Something hella weird going on here. We should not be here", segment.getIdentifier());
+      case 1:
+        return highestPriorityServers.getValue().iterator().next();
+      default:
+        return Collections.min(servers, comparator);
+    }
   }
 }

server/src/main/java/io/druid/client/selector/RandomServerSelectorStrategy.java

@@ -20,17 +20,36 @@
 package io.druid.client.selector;
 
 import com.google.common.collect.Iterators;
+import com.metamx.common.ISE;
+import io.druid.timeline.DataSegment;
 
+import java.util.Map;
 import java.util.Random;
 import java.util.Set;
+import java.util.TreeMap;
 
 public class RandomServerSelectorStrategy implements ServerSelectorStrategy
 {
   private static final Random random = new Random();
 
   @Override
-  public QueryableDruidServer pick(Set<QueryableDruidServer> servers)
+  public QueryableDruidServer pick(TreeMap<Integer, Set<QueryableDruidServer>> prioritizedServers, DataSegment segment)
   {
-    return Iterators.get(servers.iterator(), random.nextInt(servers.size()));
+    final Map.Entry<Integer, Set<QueryableDruidServer>> highestPriorityServers = prioritizedServers.pollLastEntry();
+
+    if (highestPriorityServers == null) {
+      return null;
+    }
+
+    final Set<QueryableDruidServer> servers = highestPriorityServers.getValue();
+    final int size = servers.size();
+    switch (size) {
+      case 0:
+        throw new ISE("[%s] Something hella weird going on here. We should not be here", segment.getIdentifier());
+      case 1:
+        return highestPriorityServers.getValue().iterator().next();
+      default:
+        return Iterators.get(servers.iterator(), random.nextInt(size));
+    }
   }
 }

server/src/main/java/io/druid/client/selector/ServerSelector.java

@@ -19,18 +19,21 @@
 
 package io.druid.client.selector;
 
+import com.google.api.client.util.Maps;
 import com.google.common.collect.Sets;
-import com.google.common.primitives.Ints;
+import com.metamx.emitter.EmittingLogger;
 import io.druid.timeline.DataSegment;
 
-import java.util.Collections;
-import java.util.Comparator;
 import java.util.Set;
+import java.util.TreeMap;
 
 /**
  */
 public class ServerSelector implements DiscoverySelector<QueryableDruidServer>
 {
+
+  private static final EmittingLogger log = new EmittingLogger(ServerSelector.class);
+
   private final Set<QueryableDruidServer> servers = Sets.newHashSet();
 
   private final DataSegment segment;
@@ -76,12 +79,17 @@ public class ServerSelector implements DiscoverySelector<QueryableDruidServer>
   public QueryableDruidServer pick()
   {
     synchronized (this) {
-      final int size = servers.size();
-      switch (size) {
-        case 0: return null;
-        case 1: return servers.iterator().next();
-        default: return strategy.pick(servers);
+      TreeMap<Integer, Set<QueryableDruidServer>> prioritizedServers = Maps.newTreeMap();
+      for (QueryableDruidServer server : servers) {
+        Set<QueryableDruidServer> theServers = prioritizedServers.get(server.getServer().getPriority());
+        if (theServers == null) {
+          theServers = Sets.newHashSet();
+          prioritizedServers.put(server.getServer().getPriority(), theServers);
+        }
+        theServers.add(server);
       }
+
+      return strategy.pick(prioritizedServers, segment);
     }
   }
 }

server/src/main/java/io/druid/client/selector/ServerSelectorStrategy.java

@@ -21,8 +21,10 @@ package io.druid.client.selector;
 
 import com.fasterxml.jackson.annotation.JsonSubTypes;
 import com.fasterxml.jackson.annotation.JsonTypeInfo;
+import io.druid.timeline.DataSegment;
 
 import java.util.Set;
+import java.util.TreeMap;
 
 @JsonTypeInfo(use = JsonTypeInfo.Id.NAME, property = "type", defaultImpl = RandomServerSelectorStrategy.class)
 @JsonSubTypes(value = {
@@ -31,5 +33,5 @@ import java.util.Set;
 })
 public interface ServerSelectorStrategy
 {
-  public QueryableDruidServer pick(Set<QueryableDruidServer> servers);
+  public QueryableDruidServer pick(TreeMap<Integer, Set<QueryableDruidServer>> prioritizedServers, DataSegment segment);
 }

server/src/main/java/io/druid/curator/announcement/Announcer.java

@@ -63,6 +63,7 @@ public class Announcer
   private final PathChildrenCacheFactory factory;
 
   private final List<Pair<String, byte[]>> toAnnounce = Lists.newArrayList();
+  private final List<Pair<String, byte[]>> toUpdate = Lists.newArrayList();
   private final ConcurrentMap<String, PathChildrenCache> listeners = new MapMaker().makeMap();
   private final ConcurrentMap<String, ConcurrentMap<String, byte[]>> announcements = new MapMaker().makeMap();
   private final List<String> parentsIBuilt = new CopyOnWriteArrayList<String>();
@@ -92,6 +93,11 @@ public class Announcer
         announce(pair.lhs, pair.rhs);
       }
       toAnnounce.clear();
+
+      for (Pair<String, byte[]> pair : toUpdate) {
+        update(pair.lhs, pair.rhs);
+      }
+      toUpdate.clear();
     }
   }
 
@@ -268,6 +274,13 @@ public class Announcer
 
   public void update(final String path, final byte[] bytes)
   {
+    synchronized (toAnnounce) {
+      if (!started) {
+        toUpdate.add(Pair.of(path, bytes));
+        return;
+      }
+    }
+
     final ZKPaths.PathAndNode pathAndNode = ZKPaths.getPathAndNode(path);
 
     final String parentPath = pathAndNode.getPath();

server/src/main/java/io/druid/db/DatabaseRuleManager.java

@@ -23,6 +23,7 @@ import com.fasterxml.jackson.core.type.TypeReference;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.google.common.base.Supplier;
 import com.google.common.base.Throwables;
+import com.google.common.collect.ImmutableMap;
 import com.google.common.collect.Lists;
 import com.google.common.collect.Maps;
 import com.google.inject.Inject;
@@ -31,14 +32,14 @@ import com.metamx.common.concurrent.ScheduledExecutors;
 import com.metamx.common.lifecycle.LifecycleStart;
 import com.metamx.common.lifecycle.LifecycleStop;
 import com.metamx.common.logger.Logger;
+import io.druid.client.DruidServer;
 import io.druid.concurrent.Execs;
 import io.druid.guice.ManageLifecycle;
 import io.druid.guice.annotations.Json;
-import io.druid.server.coordinator.rules.PeriodLoadRule;
+import io.druid.server.coordinator.rules.ForeverLoadRule;
 import io.druid.server.coordinator.rules.Rule;
 import org.joda.time.DateTime;
 import org.joda.time.Duration;
-import org.joda.time.Period;
 import org.skife.jdbi.v2.FoldController;
 import org.skife.jdbi.v2.Folder3;
 import org.skife.jdbi.v2.Handle;
@@ -86,10 +87,11 @@ public class DatabaseRuleManager
               }
 
               final List<Rule> defaultRules = Arrays.<Rule>asList(
-                  new PeriodLoadRule(
-                      new Period("P5000Y"),
-                      2,
-                      "_default_tier"
+                  new ForeverLoadRule(
+                      ImmutableMap.<String, Integer>of(
+                          DruidServer.DEFAULT_TIER,
+                          DruidServer.DEFAULT_NUM_REPLICANTS
+                      )
                   )
               );
               final String version = new DateTime().toString();

server/src/main/java/io/druid/db/DatabaseSegmentManager.java

@@ -462,7 +462,8 @@ public class DatabaseSegmentManager
     }
   }
 
-  private String getSegmentsTable() {
+  private String getSegmentsTable()
+  {
     return dbTables.get().getSegmentsTable();
   }
 }

server/src/main/java/io/druid/guice/QueryRunnerFactoryModule.java

@@ -31,6 +31,8 @@ import io.druid.query.metadata.SegmentMetadataQueryRunnerFactory;
 import io.druid.query.metadata.metadata.SegmentMetadataQuery;
 import io.druid.query.search.SearchQueryRunnerFactory;
 import io.druid.query.search.search.SearchQuery;
+import io.druid.query.select.SelectQuery;
+import io.druid.query.select.SelectQueryRunnerFactory;
 import io.druid.query.timeboundary.TimeBoundaryQuery;
 import io.druid.query.timeboundary.TimeBoundaryQueryRunnerFactory;
 import io.druid.query.timeseries.TimeseriesQuery;
@@ -51,6 +53,7 @@ public class QueryRunnerFactoryModule extends QueryToolChestModule
                   .put(TimeBoundaryQuery.class, TimeBoundaryQueryRunnerFactory.class)
                   .put(SegmentMetadataQuery.class, SegmentMetadataQueryRunnerFactory.class)
                   .put(GroupByQuery.class, GroupByQueryRunnerFactory.class)
+                  .put(SelectQuery.class, SelectQueryRunnerFactory.class)
                   .put(TopNQuery.class, TopNQueryRunnerFactory.class)
                   .build();
 

server/src/main/java/io/druid/guice/QueryToolChestModule.java

@@ -34,6 +34,8 @@ import io.druid.query.metadata.metadata.SegmentMetadataQuery;
 import io.druid.query.search.SearchQueryQueryToolChest;
 import io.druid.query.search.search.SearchQuery;
 import io.druid.query.search.search.SearchQueryConfig;
+import io.druid.query.select.SelectQuery;
+import io.druid.query.select.SelectQueryQueryToolChest;
 import io.druid.query.timeboundary.TimeBoundaryQuery;
 import io.druid.query.timeboundary.TimeBoundaryQueryQueryToolChest;
 import io.druid.query.timeseries.TimeseriesQuery;
@@ -55,6 +57,7 @@ public class QueryToolChestModule implements Module
                   .put(TimeBoundaryQuery.class, TimeBoundaryQueryQueryToolChest.class)
                   .put(SegmentMetadataQuery.class, SegmentMetadataQueryQueryToolChest.class)
                   .put(GroupByQuery.class, GroupByQueryQueryToolChest.class)
+                  .put(SelectQuery.class, SelectQueryQueryToolChest.class)
                   .put(TopNQuery.class, TopNQueryQueryToolChest.class)
                   .build();
 

server/src/main/java/io/druid/guice/StorageNodeModule.java

@@ -67,7 +67,8 @@ public class StorageNodeModule implements Module
         node.getHost(),
         config.getMaxSize(),
         nodeType.getNodeType(),
-        config.getTier()
+        config.getTier(),
+        config.getPriority()
     );
   }
 }

server/src/main/java/io/druid/segment/realtime/FireHydrant.java

@@ -33,11 +33,12 @@ public class FireHydrant
 
   public FireHydrant(
       IncrementalIndex index,
-      int count
+      int count,
+      String segmentIdentifier
   )
   {
     this.index = index;
-    this.adapter = new IncrementalIndexSegment(index);
+    this.adapter = new IncrementalIndexSegment(index, segmentIdentifier);
     this.count = count;
   }
 

server/src/main/java/io/druid/segment/realtime/plumber/FlushingPlumber.java

@@ -0,0 +1,197 @@
+package io.druid.segment.realtime.plumber;
+
+import com.google.common.collect.Lists;
+import com.google.common.util.concurrent.ThreadFactoryBuilder;
+import com.metamx.common.concurrent.ScheduledExecutors;
+import com.metamx.emitter.EmittingLogger;
+import com.metamx.emitter.service.ServiceEmitter;
+import io.druid.common.guava.ThreadRenamingCallable;
+import io.druid.query.QueryRunnerFactoryConglomerate;
+import io.druid.segment.IndexGranularity;
+import io.druid.segment.realtime.FireDepartmentMetrics;
+import io.druid.segment.realtime.Schema;
+import io.druid.server.coordination.DataSegmentAnnouncer;
+import org.joda.time.DateTime;
+import org.joda.time.Duration;
+import org.joda.time.Period;
+
+import java.io.File;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.Callable;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+
+/**
+ */
+public class FlushingPlumber extends RealtimePlumber
+{
+  private static final EmittingLogger log = new EmittingLogger(FlushingPlumber.class);
+
+  private final Duration flushDuration;
+
+  private volatile ScheduledExecutorService flushScheduledExec = null;
+  private volatile boolean stopped = false;
+
+  public FlushingPlumber(
+      Duration flushDuration,
+      Period windowPeriod,
+      File basePersistDirectory,
+      IndexGranularity segmentGranularity,
+      Schema schema,
+      FireDepartmentMetrics metrics,
+      RejectionPolicy rejectionPolicy,
+      ServiceEmitter emitter,
+      QueryRunnerFactoryConglomerate conglomerate,
+      DataSegmentAnnouncer segmentAnnouncer,
+      ExecutorService queryExecutorService,
+      VersioningPolicy versioningPolicy,
+      int maxPendingPersists
+  )
+  {
+    super(
+        windowPeriod,
+        basePersistDirectory,
+        segmentGranularity,
+        schema,
+        metrics,
+        rejectionPolicy,
+        emitter,
+        conglomerate,
+        segmentAnnouncer,
+        queryExecutorService,
+        versioningPolicy,
+        null,
+        null,
+        null,
+        maxPendingPersists
+    );
+
+    this.flushDuration = flushDuration;
+  }
+
+  @Override
+  public void startJob()
+  {
+    log.info("Starting job for %s", getSchema().getDataSource());
+
+    computeBaseDir(getSchema()).mkdirs();
+    initializeExecutors();
+
+    if (flushScheduledExec == null) {
+      flushScheduledExec = Executors.newScheduledThreadPool(
+          1,
+          new ThreadFactoryBuilder()
+              .setDaemon(true)
+              .setNameFormat("flushing_scheduled_%d")
+              .build()
+      );
+    }
+
+    bootstrapSinksFromDisk();
+    startFlushThread();
+  }
+
+  protected void flushAfterDuration(final long truncatedTime, final Sink sink)
+  {
+    log.info(
+        "Abandoning segment %s at %s",
+        sink.getSegment().getIdentifier(),
+        new DateTime().plusMillis((int) flushDuration.getMillis())
+    );
+
+    ScheduledExecutors.scheduleWithFixedDelay(
+        flushScheduledExec,
+        flushDuration,
+        new Callable<ScheduledExecutors.Signal>()
+        {
+          @Override
+          public ScheduledExecutors.Signal call() throws Exception
+          {
+            log.info("Abandoning segment %s", sink.getSegment().getIdentifier());
+            abandonSegment(truncatedTime, sink);
+            return ScheduledExecutors.Signal.STOP;
+          }
+        }
+    );
+  }
+
+  private void startFlushThread()
+  {
+    final long truncatedNow = getSegmentGranularity().truncate(new DateTime()).getMillis();
+    final long windowMillis = getWindowPeriod().toStandardDuration().getMillis();
+
+    log.info(
+        "Expect to run at [%s]",
+        new DateTime().plus(
+            new Duration(System.currentTimeMillis(), getSegmentGranularity().increment(truncatedNow) + windowMillis)
+        )
+    );
+
+    ScheduledExecutors
+        .scheduleAtFixedRate(
+            flushScheduledExec,
+            new Duration(System.currentTimeMillis(), getSegmentGranularity().increment(truncatedNow) + windowMillis),
+            new Duration(truncatedNow, getSegmentGranularity().increment(truncatedNow)),
+            new ThreadRenamingCallable<ScheduledExecutors.Signal>(
+                String.format(
+                    "%s-flusher-%d",
+                    getSchema().getDataSource(),
+                    getSchema().getShardSpec().getPartitionNum()
+                )
+            )
+            {
+              @Override
+              public ScheduledExecutors.Signal doCall()
+              {
+                if (stopped) {
+                  log.info("Stopping flusher thread");
+                  return ScheduledExecutors.Signal.STOP;
+                }
+
+                long minTimestamp = getSegmentGranularity().truncate(
+                    getRejectionPolicy().getCurrMaxTime().minus(windowMillis)
+                ).getMillis();
+
+                List<Map.Entry<Long, Sink>> sinksToPush = Lists.newArrayList();
+                for (Map.Entry<Long, Sink> entry : getSinks().entrySet()) {
+                  final Long intervalStart = entry.getKey();
+                  if (intervalStart < minTimestamp) {
+                    log.info("Adding entry[%s] to flush.", entry);
+                    sinksToPush.add(entry);
+                  }
+                }
+
+                for (final Map.Entry<Long, Sink> entry : sinksToPush) {
+                  flushAfterDuration(entry.getKey(), entry.getValue());
+                }
+
+                if (stopped) {
+                  log.info("Stopping flusher thread");
+                  return ScheduledExecutors.Signal.STOP;
+                } else {
+                  return ScheduledExecutors.Signal.REPEAT;
+                }
+              }
+            }
+        );
+  }
+
+  @Override
+  public void finishJob()
+  {
+    log.info("Stopping job");
+
+    for (final Map.Entry<Long, Sink> entry : getSinks().entrySet()) {
+      abandonSegment(entry.getKey(), entry.getValue());
+    }
+    shutdownExecutors();
+
+    if (flushScheduledExec != null) {
+      flushScheduledExec.shutdown();
+    }
+
+    stopped = true;
+  }
+}

server/src/main/java/io/druid/segment/realtime/plumber/FlushingPlumberSchool.java

@@ -0,0 +1,130 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.segment.realtime.plumber;
+
+import com.fasterxml.jackson.annotation.JacksonInject;
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.google.common.base.Preconditions;
+import com.metamx.emitter.EmittingLogger;
+import com.metamx.emitter.service.ServiceEmitter;
+import io.druid.guice.annotations.Processing;
+import io.druid.query.QueryRunnerFactoryConglomerate;
+import io.druid.segment.IndexGranularity;
+import io.druid.segment.realtime.FireDepartmentMetrics;
+import io.druid.segment.realtime.Schema;
+import io.druid.server.coordination.DataSegmentAnnouncer;
+import org.joda.time.Duration;
+import org.joda.time.Period;
+
+import javax.validation.constraints.NotNull;
+import java.io.File;
+import java.util.concurrent.ExecutorService;
+
+/**
+ * This plumber just drops segments at the end of a flush duration instead of handing them off. It is only useful if you want to run
+ * a real time node without the rest of the Druid cluster.
+ */
+public class FlushingPlumberSchool implements PlumberSchool
+{
+  private static final EmittingLogger log = new EmittingLogger(FlushingPlumberSchool.class);
+
+  private final Duration flushDuration;
+  private final Period windowPeriod;
+  private final File basePersistDirectory;
+  private final IndexGranularity segmentGranularity;
+  private final int maxPendingPersists;
+
+  @JacksonInject
+  @NotNull
+  private volatile ServiceEmitter emitter;
+
+  @JacksonInject
+  @NotNull
+  private volatile QueryRunnerFactoryConglomerate conglomerate = null;
+
+  @JacksonInject
+  @NotNull
+  private volatile DataSegmentAnnouncer segmentAnnouncer = null;
+
+  @JacksonInject
+  @NotNull
+  @Processing
+  private volatile ExecutorService queryExecutorService = null;
+
+  private volatile VersioningPolicy versioningPolicy = null;
+  private volatile RejectionPolicyFactory rejectionPolicyFactory = null;
+
+  @JsonCreator
+  public FlushingPlumberSchool(
+      @JsonProperty("flushDuration") Duration flushDuration,
+      @JsonProperty("windowPeriod") Period windowPeriod,
+      @JsonProperty("basePersistDirectory") File basePersistDirectory,
+      @JsonProperty("segmentGranularity") IndexGranularity segmentGranularity
+  )
+  {
+    this.flushDuration = flushDuration;
+    this.windowPeriod = windowPeriod;
+    this.basePersistDirectory = basePersistDirectory;
+    this.segmentGranularity = segmentGranularity;
+    this.versioningPolicy = new IntervalStartVersioningPolicy();
+    this.rejectionPolicyFactory = new ServerTimeRejectionPolicyFactory();
+    // Workaround for Jackson issue where if maxPendingPersists is null, all JacksonInjects fail
+    this.maxPendingPersists = RealtimePlumberSchool.DEFAULT_MAX_PENDING_PERSISTS;
+
+    Preconditions.checkNotNull(flushDuration, "FlushingPlumberSchool requires a flushDuration.");
+    Preconditions.checkNotNull(windowPeriod, "FlushingPlumberSchool requires a windowPeriod.");
+    Preconditions.checkNotNull(basePersistDirectory, "FlushingPlumberSchool requires a basePersistDirectory.");
+    Preconditions.checkNotNull(segmentGranularity, "FlushingPlumberSchool requires a segmentGranularity.");
+  }
+
+  @Override
+
+  public Plumber findPlumber(final Schema schema, final FireDepartmentMetrics metrics)
+  {
+    verifyState();
+
+    final RejectionPolicy rejectionPolicy = rejectionPolicyFactory.create(windowPeriod);
+    log.info("Creating plumber using rejectionPolicy[%s]", rejectionPolicy);
+
+    return new FlushingPlumber(
+        flushDuration,
+        windowPeriod,
+        basePersistDirectory,
+        segmentGranularity,
+        schema,
+        metrics,
+        rejectionPolicy,
+        emitter,
+        conglomerate,
+        segmentAnnouncer,
+        queryExecutorService,
+        versioningPolicy,
+        maxPendingPersists
+    );
+  }
+
+  private void verifyState()
+  {
+    Preconditions.checkNotNull(conglomerate, "must specify a queryRunnerFactoryConglomerate to do this action.");
+    Preconditions.checkNotNull(segmentAnnouncer, "must specify a segmentAnnouncer to do this action.");
+    Preconditions.checkNotNull(emitter, "must specify a serviceEmitter to do this action.");
+  }
+}

server/src/main/java/io/druid/segment/realtime/plumber/PlumberSchool.java

@@ -27,9 +27,10 @@ import io.druid.segment.realtime.Schema;
 /**
  */
 @JsonTypeInfo(use = JsonTypeInfo.Id.NAME, property = "type")
-@JsonSubTypes(
-    @JsonSubTypes.Type(name = "realtime", value = RealtimePlumberSchool.class)
-)
+@JsonSubTypes(value = {
+    @JsonSubTypes.Type(name = "realtime", value = RealtimePlumberSchool.class),
+    @JsonSubTypes.Type(name = "flushing", value = FlushingPlumberSchool.class)
+})
 public interface PlumberSchool
 {
   /**

server/src/main/java/io/druid/segment/realtime/plumber/RealtimePlumber.java

@@ -0,0 +1,735 @@
+package io.druid.segment.realtime.plumber;
+
+import com.google.common.base.Function;
+import com.google.common.base.Joiner;
+import com.google.common.base.Throwables;
+import com.google.common.collect.Iterables;
+import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
+import com.google.common.primitives.Ints;
+import com.google.common.util.concurrent.MoreExecutors;
+import com.google.common.util.concurrent.ThreadFactoryBuilder;
+import com.metamx.common.Pair;
+import com.metamx.common.concurrent.ScheduledExecutors;
+import com.metamx.common.guava.FunctionalIterable;
+import com.metamx.emitter.EmittingLogger;
+import com.metamx.emitter.service.ServiceEmitter;
+import com.metamx.emitter.service.ServiceMetricEvent;
+import io.druid.client.DruidServer;
+import io.druid.client.ServerView;
+import io.druid.common.guava.ThreadRenamingCallable;
+import io.druid.common.guava.ThreadRenamingRunnable;
+import io.druid.concurrent.Execs;
+import io.druid.query.MetricsEmittingQueryRunner;
+import io.druid.query.Query;
+import io.druid.query.QueryRunner;
+import io.druid.query.QueryRunnerFactory;
+import io.druid.query.QueryRunnerFactoryConglomerate;
+import io.druid.query.QueryToolChest;
+import io.druid.query.SegmentDescriptor;
+import io.druid.query.spec.SpecificSegmentQueryRunner;
+import io.druid.query.spec.SpecificSegmentSpec;
+import io.druid.segment.IndexGranularity;
+import io.druid.segment.IndexIO;
+import io.druid.segment.IndexMerger;
+import io.druid.segment.QueryableIndex;
+import io.druid.segment.QueryableIndexSegment;
+import io.druid.segment.Segment;
+import io.druid.segment.loading.DataSegmentPusher;
+import io.druid.segment.realtime.FireDepartmentMetrics;
+import io.druid.segment.realtime.FireHydrant;
+import io.druid.segment.realtime.Schema;
+import io.druid.segment.realtime.SegmentPublisher;
+import io.druid.server.coordination.DataSegmentAnnouncer;
+import io.druid.timeline.DataSegment;
+import io.druid.timeline.TimelineObjectHolder;
+import io.druid.timeline.VersionedIntervalTimeline;
+import io.druid.timeline.partition.SingleElementPartitionChunk;
+import org.apache.commons.io.FileUtils;
+import org.joda.time.DateTime;
+import org.joda.time.Duration;
+import org.joda.time.Interval;
+import org.joda.time.Period;
+
+import javax.annotation.Nullable;
+import java.io.File;
+import java.io.FilenameFilter;
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+
+/**
+ */
+public class RealtimePlumber implements Plumber
+{
+  private static final EmittingLogger log = new EmittingLogger(RealtimePlumber.class);
+
+  private final Period windowPeriod;
+  private final File basePersistDirectory;
+  private final IndexGranularity segmentGranularity;
+  private final Schema schema;
+  private final FireDepartmentMetrics metrics;
+  private final RejectionPolicy rejectionPolicy;
+  private final ServiceEmitter emitter;
+  private final QueryRunnerFactoryConglomerate conglomerate;
+  private final DataSegmentAnnouncer segmentAnnouncer;
+  private final ExecutorService queryExecutorService;
+  private final VersioningPolicy versioningPolicy;
+  private final DataSegmentPusher dataSegmentPusher;
+  private final SegmentPublisher segmentPublisher;
+  private final ServerView serverView;
+  private final int maxPendingPersists;
+
+  private final Object handoffCondition = new Object();
+  private final Map<Long, Sink> sinks = Maps.newConcurrentMap();
+  private final VersionedIntervalTimeline<String, Sink> sinkTimeline = new VersionedIntervalTimeline<String, Sink>(
+      String.CASE_INSENSITIVE_ORDER
+  );
+
+  private volatile boolean shuttingDown = false;
+  private volatile boolean stopped = false;
+  private volatile ExecutorService persistExecutor = null;
+  private volatile ScheduledExecutorService scheduledExecutor = null;
+
+  public RealtimePlumber(
+      Period windowPeriod,
+      File basePersistDirectory,
+      IndexGranularity segmentGranularity,
+      Schema schema,
+      FireDepartmentMetrics metrics,
+      RejectionPolicy rejectionPolicy,
+      ServiceEmitter emitter,
+      QueryRunnerFactoryConglomerate conglomerate,
+      DataSegmentAnnouncer segmentAnnouncer,
+      ExecutorService queryExecutorService,
+      VersioningPolicy versioningPolicy,
+      DataSegmentPusher dataSegmentPusher,
+      SegmentPublisher segmentPublisher,
+      ServerView serverView,
+      int maxPendingPersists
+  )
+  {
+    this.windowPeriod = windowPeriod;
+    this.basePersistDirectory = basePersistDirectory;
+    this.segmentGranularity = segmentGranularity;
+    this.schema = schema;
+    this.metrics = metrics;
+    this.rejectionPolicy = rejectionPolicy;
+    this.emitter = emitter;
+    this.conglomerate = conglomerate;
+    this.segmentAnnouncer = segmentAnnouncer;
+    this.queryExecutorService = queryExecutorService;
+    this.versioningPolicy = versioningPolicy;
+    this.dataSegmentPusher = dataSegmentPusher;
+    this.segmentPublisher = segmentPublisher;
+    this.serverView = serverView;
+    this.maxPendingPersists = maxPendingPersists;
+  }
+
+  public Schema getSchema()
+  {
+    return schema;
+  }
+
+  public Period getWindowPeriod()
+  {
+    return windowPeriod;
+  }
+
+  public IndexGranularity getSegmentGranularity()
+  {
+    return segmentGranularity;
+  }
+
+  public VersioningPolicy getVersioningPolicy()
+  {
+    return versioningPolicy;
+  }
+
+  public RejectionPolicy getRejectionPolicy()
+  {
+    return rejectionPolicy;
+  }
+
+  public Map<Long, Sink> getSinks()
+  {
+    return sinks;
+  }
+
+  @Override
+  public void startJob()
+  {
+    computeBaseDir(schema).mkdirs();
+    initializeExecutors();
+    bootstrapSinksFromDisk();
+    registerServerViewCallback();
+    startPersistThread();
+  }
+
+  @Override
+  public Sink getSink(long timestamp)
+  {
+    if (!rejectionPolicy.accept(timestamp)) {
+      return null;
+    }
+
+    final long truncatedTime = segmentGranularity.truncate(timestamp);
+
+    Sink retVal = sinks.get(truncatedTime);
+
+    if (retVal == null) {
+      final Interval sinkInterval = new Interval(
+          new DateTime(truncatedTime),
+          segmentGranularity.increment(new DateTime(truncatedTime))
+      );
+
+      retVal = new Sink(sinkInterval, schema, versioningPolicy.getVersion(sinkInterval));
+
+      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())
+           .addData("interval", retVal.getInterval())
+           .emit();
+      }
+    }
+
+    return retVal;
+  }
+
+  @Override
+  public <T> QueryRunner<T> getQueryRunner(final Query<T> query)
+  {
+    final QueryRunnerFactory<T, Query<T>> factory = conglomerate.findFactory(query);
+    final QueryToolChest<T, Query<T>> toolchest = factory.getToolchest();
+
+    final Function<Query<T>, ServiceMetricEvent.Builder> builderFn =
+        new Function<Query<T>, ServiceMetricEvent.Builder>()
+        {
+
+          @Override
+          public ServiceMetricEvent.Builder apply(@Nullable Query<T> input)
+          {
+            return toolchest.makeMetricBuilder(query);
+          }
+        };
+
+    List<TimelineObjectHolder<String, Sink>> querySinks = Lists.newArrayList();
+    for (Interval interval : query.getIntervals()) {
+      querySinks.addAll(sinkTimeline.lookup(interval));
+    }
+
+    return toolchest.mergeResults(
+        factory.mergeRunners(
+            queryExecutorService,
+            FunctionalIterable
+                .create(querySinks)
+                .transform(
+                    new Function<TimelineObjectHolder<String, Sink>, QueryRunner<T>>()
+                    {
+                      @Override
+                      public QueryRunner<T> apply(TimelineObjectHolder<String, Sink> holder)
+                      {
+                        final Sink theSink = holder.getObject().getChunk(0).getObject();
+                        return new SpecificSegmentQueryRunner<T>(
+                            new MetricsEmittingQueryRunner<T>(
+                                emitter,
+                                builderFn,
+                                factory.mergeRunners(
+                                    MoreExecutors.sameThreadExecutor(),
+                                    Iterables.transform(
+                                        theSink,
+                                        new Function<FireHydrant, QueryRunner<T>>()
+                                        {
+                                          @Override
+                                          public QueryRunner<T> apply(FireHydrant input)
+                                          {
+                                            return factory.createRunner(input.getSegment());
+                                          }
+                                        }
+                                    )
+                                )
+                            ),
+                            new SpecificSegmentSpec(
+                                new SegmentDescriptor(
+                                    holder.getInterval(),
+                                    theSink.getSegment().getVersion(),
+                                    theSink.getSegment().getShardSpec().getPartitionNum()
+                                )
+                            )
+                        );
+                      }
+                    }
+                )
+        )
+    );
+  }
+
+  @Override
+  public void persist(final Runnable commitRunnable)
+  {
+    final List<Pair<FireHydrant, Interval>> indexesToPersist = Lists.newArrayList();
+    for (Sink sink : sinks.values()) {
+      if (sink.swappable()) {
+        indexesToPersist.add(Pair.of(sink.swap(), sink.getInterval()));
+      }
+    }
+
+    log.info("Submitting persist runnable for dataSource[%s]", schema.getDataSource());
+
+    persistExecutor.execute(
+        new ThreadRenamingRunnable(String.format("%s-incremental-persist", schema.getDataSource()))
+        {
+          @Override
+          public void doRun()
+          {
+            for (Pair<FireHydrant, Interval> pair : indexesToPersist) {
+              metrics.incrementRowOutputCount(persistHydrant(pair.lhs, schema, pair.rhs));
+            }
+            commitRunnable.run();
+          }
+        }
+    );
+  }
+
+  // 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 (shuttingDown) {
+                // We're trying to shut down, and this segment failed to push. Let's just get rid of it.
+                abandonSegment(truncatedTime, sink);
+              }
+            }
+
+            if (mergedFile != null) {
+              try {
+                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...");
+
+    shuttingDown = true;
+
+    for (final Map.Entry<Long, Sink> entry : sinks.entrySet()) {
+      persistAndMerge(entry.getKey(), entry.getValue());
+    }
+
+    while (!sinks.isEmpty()) {
+      try {
+        log.info(
+            "Cannot shut down yet! Sinks remaining: %s",
+            Joiner.on(", ").join(
+                Iterables.transform(
+                    sinks.values(),
+                    new Function<Sink, String>()
+                    {
+                      @Override
+                      public String apply(Sink input)
+                      {
+                        return input.getSegment().getIdentifier();
+                      }
+                    }
+                )
+            )
+        );
+
+        synchronized (handoffCondition) {
+          while (!sinks.isEmpty()) {
+            handoffCondition.wait();
+          }
+        }
+      }
+      catch (InterruptedException e) {
+        throw Throwables.propagate(e);
+      }
+    }
+
+    shutdownExecutors();
+
+    stopped = true;
+  }
+
+  protected void initializeExecutors()
+  {
+    if (persistExecutor == null) {
+      // use a blocking single threaded executor to throttle the firehose when write to disk is slow
+      persistExecutor = Execs.newBlockingSingleThreaded(
+          "plumber_persist_%d", maxPendingPersists
+      );
+    }
+    if (scheduledExecutor == null) {
+      scheduledExecutor = Executors.newScheduledThreadPool(
+          1,
+          new ThreadFactoryBuilder()
+              .setDaemon(true)
+              .setNameFormat("plumber_scheduled_%d")
+              .build()
+      );
+    }
+  }
+
+  protected void shutdownExecutors()
+  {
+    // scheduledExecutor is shutdown here, but persistExecutor is shutdown when the
+    // ServerView sends it a new segment callback
+    if (scheduledExecutor != null) {
+      scheduledExecutor.shutdown();
+    }
+  }
+
+  protected void bootstrapSinksFromDisk()
+  {
+    File baseDir = computeBaseDir(schema);
+    if (baseDir == null || !baseDir.exists()) {
+      return;
+    }
+
+    File[] files = baseDir.listFiles();
+    if (files == null) {
+      return;
+    }
+
+    for (File sinkDir : files) {
+      Interval sinkInterval = new Interval(sinkDir.getName().replace("_", "/"));
+
+      //final File[] sinkFiles = sinkDir.listFiles();
+      // To avoid reading and listing of "merged" dir
+      final File[] sinkFiles = sinkDir.listFiles(
+          new FilenameFilter()
+          {
+            @Override
+            public boolean accept(File dir, String fileName)
+            {
+              return !(Ints.tryParse(fileName) == null);
+            }
+          }
+      );
+      Arrays.sort(
+          sinkFiles,
+          new Comparator<File>()
+          {
+            @Override
+            public int compare(File o1, File o2)
+            {
+              try {
+                return Ints.compare(Integer.parseInt(o1.getName()), Integer.parseInt(o2.getName()));
+              }
+              catch (NumberFormatException e) {
+                log.error(e, "Couldn't compare as numbers? [%s][%s]", o1, o2);
+                return o1.compareTo(o2);
+              }
+            }
+          }
+      );
+
+      try {
+        List<FireHydrant> hydrants = Lists.newArrayList();
+        for (File segmentDir : sinkFiles) {
+          log.info("Loading previously persisted segment at [%s]", segmentDir);
+
+          // Although this has been tackled at start of this method.
+          // Just a doubly-check added to skip "merged" dir. from being added to hydrants
+          // If 100% sure that this is not needed, this check can be removed.
+          if (Ints.tryParse(segmentDir.getName()) == null) {
+            continue;
+          }
+
+          hydrants.add(
+              new FireHydrant(
+                  new QueryableIndexSegment(
+                      DataSegment.makeDataSegmentIdentifier(
+                          schema.getDataSource(),
+                          sinkInterval.getStart(),
+                          sinkInterval.getEnd(),
+                          versioningPolicy.getVersion(sinkInterval),
+                          schema.getShardSpec()
+                      ),
+                      IndexIO.loadIndex(segmentDir)
+                  ),
+                  Integer.parseInt(segmentDir.getName())
+              )
+          );
+        }
+
+        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());
+      }
+      catch (IOException e) {
+        log.makeAlert(e, "Problem loading sink[%s] from disk.", schema.getDataSource())
+           .addData("interval", sinkInterval)
+           .emit();
+      }
+    }
+  }
+
+  protected void startPersistThread()
+  {
+    final long truncatedNow = segmentGranularity.truncate(new DateTime()).getMillis();
+    final long windowMillis = windowPeriod.toStandardDuration().getMillis();
+
+    log.info(
+        "Expect to run at [%s]",
+        new DateTime().plus(
+            new Duration(System.currentTimeMillis(), segmentGranularity.increment(truncatedNow) + windowMillis)
+        )
+    );
+
+    ScheduledExecutors
+        .scheduleAtFixedRate(
+            scheduledExecutor,
+            new Duration(System.currentTimeMillis(), segmentGranularity.increment(truncatedNow) + windowMillis),
+            new Duration(truncatedNow, segmentGranularity.increment(truncatedNow)),
+            new ThreadRenamingCallable<ScheduledExecutors.Signal>(
+                String.format(
+                    "%s-overseer-%d",
+                    schema.getDataSource(),
+                    schema.getShardSpec().getPartitionNum()
+                )
+            )
+            {
+              @Override
+              public ScheduledExecutors.Signal doCall()
+              {
+                if (stopped) {
+                  log.info("Stopping merge-n-push overseer thread");
+                  return ScheduledExecutors.Signal.STOP;
+                }
+
+                log.info("Starting merge and push.");
+
+                long minTimestamp = segmentGranularity.truncate(
+                    rejectionPolicy.getCurrMaxTime().minus(windowMillis)
+                ).getMillis();
+
+                List<Map.Entry<Long, Sink>> sinksToPush = Lists.newArrayList();
+                for (Map.Entry<Long, Sink> entry : sinks.entrySet()) {
+                  final Long intervalStart = entry.getKey();
+                  if (intervalStart < minTimestamp) {
+                    log.info("Adding entry[%s] for merge and push.", entry);
+                    sinksToPush.add(entry);
+                  }
+                }
+
+                for (final Map.Entry<Long, Sink> entry : sinksToPush) {
+                  persistAndMerge(entry.getKey(), entry.getValue());
+                }
+
+                if (stopped) {
+                  log.info("Stopping merge-n-push overseer thread");
+                  return ScheduledExecutors.Signal.STOP;
+                } else {
+                  return ScheduledExecutors.Signal.REPEAT;
+                }
+              }
+            }
+        );
+  }
+
+  /**
+   * Unannounces a given sink and removes all local references to it.
+   */
+  protected void abandonSegment(final long truncatedTime, final Sink sink)
+  {
+    try {
+      segmentAnnouncer.unannounceSegment(sink.getSegment());
+      FileUtils.deleteDirectory(computePersistDir(schema, sink.getInterval()));
+      log.info("Removing sinkKey %d for segment %s", truncatedTime, sink.getSegment().getIdentifier());
+      sinks.remove(truncatedTime);
+      sinkTimeline.remove(
+          sink.getInterval(),
+          sink.getVersion(),
+          new SingleElementPartitionChunk<>(sink)
+      );
+      synchronized (handoffCondition) {
+        handoffCondition.notifyAll();
+      }
+    }
+    catch (IOException e) {
+      log.makeAlert(e, "Unable to abandon old segment for dataSource[%s]", schema.getDataSource())
+         .addData("interval", sink.getInterval())
+         .emit();
+    }
+  }
+
+  protected File computeBaseDir(Schema schema)
+  {
+    return new File(basePersistDirectory, schema.getDataSource());
+  }
+
+  protected File computePersistDir(Schema schema, Interval interval)
+  {
+    return new File(computeBaseDir(schema), interval.toString().replace("/", "_"));
+  }
+
+  /**
+   * Persists the given hydrant and returns the number of rows persisted
+   *
+   * @param indexToPersist
+   * @param schema
+   * @param interval
+   *
+   * @return the number of rows persisted
+   */
+  protected int persistHydrant(FireHydrant indexToPersist, Schema schema, Interval interval)
+  {
+    if (indexToPersist.hasSwapped()) {
+      log.info(
+          "DataSource[%s], Interval[%s], Hydrant[%s] already swapped. Ignoring request to persist.",
+          schema.getDataSource(), interval, indexToPersist
+      );
+      return 0;
+    }
+
+    log.info("DataSource[%s], Interval[%s], persisting Hydrant[%s]", schema.getDataSource(), interval, indexToPersist);
+    try {
+      int numRows = indexToPersist.getIndex().size();
+
+      File persistedFile = IndexMerger.persist(
+          indexToPersist.getIndex(),
+          new File(computePersistDir(schema, interval), String.valueOf(indexToPersist.getCount()))
+      );
+
+      indexToPersist.swapSegment(
+          new QueryableIndexSegment(
+              indexToPersist.getSegment().getIdentifier(),
+              IndexIO.loadIndex(persistedFile)
+          )
+      );
+
+      return numRows;
+    }
+    catch (IOException e) {
+      log.makeAlert("dataSource[%s] -- incremental persist failed", schema.getDataSource())
+         .addData("interval", interval)
+         .addData("count", indexToPersist.getCount())
+         .emit();
+
+      throw Throwables.propagate(e);
+    }
+  }
+
+  private void registerServerViewCallback()
+  {
+    serverView.registerSegmentCallback(
+        persistExecutor,
+        new ServerView.BaseSegmentCallback()
+        {
+          @Override
+          public ServerView.CallbackAction segmentAdded(DruidServer server, DataSegment segment)
+          {
+            if (stopped) {
+              log.info("Unregistering ServerViewCallback");
+              persistExecutor.shutdown();
+              return ServerView.CallbackAction.UNREGISTER;
+            }
+
+            if (server.isRealtime()) {
+              return ServerView.CallbackAction.CONTINUE;
+            }
+
+            log.debug("Checking segment[%s] on server[%s]", segment, server);
+            if (schema.getDataSource().equals(segment.getDataSource())) {
+              final Interval interval = segment.getInterval();
+              for (Map.Entry<Long, Sink> entry : sinks.entrySet()) {
+                final Long sinkKey = entry.getKey();
+                if (interval.contains(sinkKey)) {
+                  final Sink sink = entry.getValue();
+                  log.info("Segment[%s] matches sink[%s] on server[%s]", segment, sink, server);
+
+                  final String segmentVersion = segment.getVersion();
+                  final String sinkVersion = sink.getSegment().getVersion();
+                  if (segmentVersion.compareTo(sinkVersion) >= 0) {
+                    log.info("Segment version[%s] >= sink version[%s]", segmentVersion, sinkVersion);
+                    abandonSegment(sinkKey, sink);
+                  }
+                }
+              }
+            }
+
+            return ServerView.CallbackAction.CONTINUE;
+          }
+        }
+    );
+  }
+}

server/src/main/java/io/druid/segment/realtime/plumber/RealtimePlumberSchool.java

@@ -22,83 +22,35 @@ package io.druid.segment.realtime.plumber;
 import com.fasterxml.jackson.annotation.JacksonInject;
 import com.fasterxml.jackson.annotation.JsonCreator;
 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.Throwables;
-import com.google.common.collect.Iterables;
-import com.google.common.collect.Lists;
-import com.google.common.collect.Maps;
-import com.google.common.primitives.Ints;
-import com.google.common.util.concurrent.MoreExecutors;
-import com.google.common.util.concurrent.ThreadFactoryBuilder;
-import com.metamx.common.Pair;
-import com.metamx.common.concurrent.ScheduledExecutors;
-import com.metamx.common.guava.FunctionalIterable;
 import com.metamx.emitter.EmittingLogger;
 import com.metamx.emitter.service.ServiceEmitter;
-import com.metamx.emitter.service.ServiceMetricEvent;
-import io.druid.client.DruidServer;
 import io.druid.client.ServerView;
-import io.druid.common.guava.ThreadRenamingCallable;
-import io.druid.common.guava.ThreadRenamingRunnable;
 import io.druid.guice.annotations.Processing;
-import io.druid.query.MetricsEmittingQueryRunner;
-import io.druid.query.Query;
-import io.druid.query.QueryRunner;
-import io.druid.query.QueryRunnerFactory;
 import io.druid.query.QueryRunnerFactoryConglomerate;
-import io.druid.query.QueryToolChest;
-import io.druid.query.SegmentDescriptor;
-import io.druid.query.spec.SpecificSegmentQueryRunner;
-import io.druid.query.spec.SpecificSegmentSpec;
 import io.druid.segment.IndexGranularity;
-import io.druid.segment.IndexIO;
-import io.druid.segment.IndexMerger;
-import io.druid.segment.QueryableIndex;
-import io.druid.segment.QueryableIndexSegment;
-import io.druid.segment.Segment;
 import io.druid.segment.loading.DataSegmentPusher;
 import io.druid.segment.realtime.FireDepartmentMetrics;
-import io.druid.segment.realtime.FireHydrant;
 import io.druid.segment.realtime.Schema;
 import io.druid.segment.realtime.SegmentPublisher;
 import io.druid.server.coordination.DataSegmentAnnouncer;
-import io.druid.timeline.DataSegment;
-import io.druid.timeline.TimelineObjectHolder;
-import io.druid.timeline.VersionedIntervalTimeline;
-import io.druid.timeline.partition.SingleElementPartitionChunk;
-import org.apache.commons.io.FileUtils;
-import org.joda.time.DateTime;
-import org.joda.time.Duration;
-import org.joda.time.Interval;
 import org.joda.time.Period;
 
-import javax.annotation.Nullable;
 import javax.validation.constraints.NotNull;
 import java.io.File;
-import java.io.FilenameFilter;
-import java.io.IOException;
-import java.util.Arrays;
-import java.util.Comparator;
-import java.util.List;
-import java.util.Map;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
-import java.util.concurrent.ScheduledExecutorService;
 
 /**
  */
 public class RealtimePlumberSchool implements PlumberSchool
 {
+  public static final int DEFAULT_MAX_PENDING_PERSISTS = 2;
+
   private static final EmittingLogger log = new EmittingLogger(RealtimePlumberSchool.class);
 
   private final Period windowPeriod;
   private final File basePersistDirectory;
   private final IndexGranularity segmentGranularity;
-  private final Object handoffCondition = new Object();
-
-  private volatile boolean shuttingDown = false;
 
   @JacksonInject
   @NotNull
@@ -129,6 +81,7 @@ public class RealtimePlumberSchool implements PlumberSchool
   @Processing
   private volatile ExecutorService queryExecutorService = null;
 
+  private volatile int maxPendingPersists;
   private volatile VersioningPolicy versioningPolicy = null;
   private volatile RejectionPolicyFactory rejectionPolicyFactory = null;
 
@@ -144,6 +97,8 @@ public class RealtimePlumberSchool implements PlumberSchool
     this.segmentGranularity = segmentGranularity;
     this.versioningPolicy = new IntervalStartVersioningPolicy();
     this.rejectionPolicyFactory = new ServerTimeRejectionPolicyFactory();
+    // Workaround for Jackson issue where if maxPendingPersists is null, all JacksonInjects fail
+    this.maxPendingPersists = RealtimePlumberSchool.DEFAULT_MAX_PENDING_PERSISTS;
 
     Preconditions.checkNotNull(windowPeriod, "RealtimePlumberSchool requires a windowPeriod.");
     Preconditions.checkNotNull(basePersistDirectory, "RealtimePlumberSchool requires a basePersistDirectory.");
@@ -197,6 +152,11 @@ public class RealtimePlumberSchool implements PlumberSchool
     this.queryExecutorService = executorService;
   }
 
+  public void setDefaultMaxPendingPersists(int maxPendingPersists)
+  {
+    this.maxPendingPersists = maxPendingPersists;
+  }
+
   @Override
   public Plumber findPlumber(final Schema schema, final FireDepartmentMetrics metrics)
   {
@@ -205,572 +165,23 @@ public class RealtimePlumberSchool implements PlumberSchool
     final RejectionPolicy rejectionPolicy = rejectionPolicyFactory.create(windowPeriod);
     log.info("Creating plumber using rejectionPolicy[%s]", rejectionPolicy);
 
-    return new Plumber()
-    {
-      private volatile boolean stopped = false;
-      private volatile ExecutorService persistExecutor = null;
-      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()
-      {
-        computeBaseDir(schema).mkdirs();
-        initializeExecutors();
-        bootstrapSinksFromDisk();
-        registerServerViewCallback();
-        startPersistThread();
-      }
-
-      @Override
-      public Sink getSink(long timestamp)
-      {
-        if (!rejectionPolicy.accept(timestamp)) {
-          return null;
-        }
-
-        final long truncatedTime = segmentGranularity.truncate(timestamp);
-
-        Sink retVal = sinks.get(truncatedTime);
-
-        if (retVal == null) {
-          final Interval sinkInterval = new Interval(
-              new DateTime(truncatedTime),
-              segmentGranularity.increment(new DateTime(truncatedTime))
-          );
-
-          retVal = new Sink(sinkInterval, schema, versioningPolicy.getVersion(sinkInterval));
-
-          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())
-               .addData("interval", retVal.getInterval())
-               .emit();
-          }
-        }
-
-        return retVal;
-      }
-
-      @Override
-      public <T> QueryRunner<T> getQueryRunner(final Query<T> query)
-      {
-        final QueryRunnerFactory<T, Query<T>> factory = conglomerate.findFactory(query);
-        final QueryToolChest<T, Query<T>> toolchest = factory.getToolchest();
-
-        final Function<Query<T>, ServiceMetricEvent.Builder> builderFn =
-            new Function<Query<T>, ServiceMetricEvent.Builder>()
-            {
-
-              @Override
-              public ServiceMetricEvent.Builder apply(@Nullable Query<T> input)
-              {
-                return toolchest.makeMetricBuilder(query);
-              }
-            };
-
-        List<TimelineObjectHolder<String, Sink>> querySinks = Lists.newArrayList();
-        for (Interval interval : query.getIntervals()) {
-          querySinks.addAll(sinkTimeline.lookup(interval));
-        }
-
-        return toolchest.mergeResults(
-            factory.mergeRunners(
-                queryExecutorService,
-                FunctionalIterable
-                    .create(querySinks)
-                    .transform(
-                        new Function<TimelineObjectHolder<String, Sink>, QueryRunner<T>>()
-                        {
-                          @Override
-                          public QueryRunner<T> apply(TimelineObjectHolder<String, Sink> holder)
-                          {
-                            final Sink theSink = holder.getObject().getChunk(0).getObject();
-                            return new SpecificSegmentQueryRunner<T>(
-                                new MetricsEmittingQueryRunner<T>(
-                                    emitter,
-                                    builderFn,
-                                    factory.mergeRunners(
-                                        MoreExecutors.sameThreadExecutor(),
-                                        Iterables.transform(
-                                            theSink,
-                                            new Function<FireHydrant, QueryRunner<T>>()
-                                            {
-                                              @Override
-                                              public QueryRunner<T> apply(FireHydrant input)
-                                              {
-                                                return factory.createRunner(input.getSegment());
-                                              }
-                                            }
-                                        )
-                                    )
-                                ),
-                                new SpecificSegmentSpec(
-                                    new SegmentDescriptor(
-                                        holder.getInterval(),
-                                        theSink.getSegment().getVersion(),
-                                        theSink.getSegment().getShardSpec().getPartitionNum()
-                                    )
-                                )
-                            );
-                          }
-                        }
-                    )
-            )
-        );
-      }
-
-      @Override
-      public void persist(final Runnable commitRunnable)
-      {
-        final List<Pair<FireHydrant, Interval>> indexesToPersist = Lists.newArrayList();
-        for (Sink sink : sinks.values()) {
-          if (sink.swappable()) {
-            indexesToPersist.add(Pair.of(sink.swap(), sink.getInterval()));
-          }
-        }
-
-        log.info("Submitting persist runnable for dataSource[%s]", schema.getDataSource());
-
-        persistExecutor.execute(
-            new ThreadRenamingRunnable(String.format("%s-incremental-persist", schema.getDataSource()))
-            {
-              @Override
-              public void doRun()
-              {
-                for (Pair<FireHydrant, Interval> pair : indexesToPersist) {
-                  metrics.incrementRowOutputCount(persistHydrant(pair.lhs, schema, pair.rhs));
-                }
-                commitRunnable.run();
-              }
-            }
-        );
-      }
-
-      // 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 (shuttingDown) {
-                    // We're trying to shut down, and this segment failed to push. Let's just get rid of it.
-                    abandonSegment(truncatedTime, sink);
-                  }
-                }
-
-                if (mergedFile != null) {
-                  try {
-                    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...");
-
-        shuttingDown = true;
-
-        for (final Map.Entry<Long, Sink> entry : sinks.entrySet()) {
-          persistAndMerge(entry.getKey(), entry.getValue());
-        }
-
-        while (!sinks.isEmpty()) {
-          try {
-            log.info(
-                "Cannot shut down yet! Sinks remaining: %s",
-                Joiner.on(", ").join(
-                    Iterables.transform(
-                        sinks.values(),
-                        new Function<Sink, String>()
-                        {
-                          @Override
-                          public String apply(Sink input)
-                          {
-                            return input.getSegment().getIdentifier();
-                          }
-                        }
-                    )
-                )
-            );
-
-            synchronized (handoffCondition) {
-              while (!sinks.isEmpty()) {
-                handoffCondition.wait();
-              }
-            }
-          }
-          catch (InterruptedException e) {
-            throw Throwables.propagate(e);
-          }
-        }
-
-        // scheduledExecutor is shutdown here, but persistExecutor is shutdown when the
-        // ServerView sends it a new segment callback
-        if (scheduledExecutor != null) {
-          scheduledExecutor.shutdown();
-        }
-
-        stopped = true;
-      }
-
-      private void initializeExecutors()
-      {
-        if (persistExecutor == null) {
-          persistExecutor = Executors.newFixedThreadPool(
-              1,
-              new ThreadFactoryBuilder()
-                  .setDaemon(true)
-                  .setNameFormat("plumber_persist_%d")
-                  .build()
-          );
-        }
-        if (scheduledExecutor == null) {
-          scheduledExecutor = Executors.newScheduledThreadPool(
-              1,
-              new ThreadFactoryBuilder()
-                  .setDaemon(true)
-                  .setNameFormat("plumber_scheduled_%d")
-                  .build()
-          );
-        }
-      }
-
-      private void bootstrapSinksFromDisk()
-      {
-        File baseDir = computeBaseDir(schema);
-        if (baseDir == null || !baseDir.exists()) {
-          return;
-        }
-
-        File[] files = baseDir.listFiles();
-        if (files == null) {
-          return;
-        }
-
-        for (File sinkDir : files) {
-          Interval sinkInterval = new Interval(sinkDir.getName().replace("_", "/"));
-
-          //final File[] sinkFiles = sinkDir.listFiles();
-          // To avoid reading and listing of "merged" dir
-          final File[] sinkFiles = sinkDir.listFiles(
-              new FilenameFilter()
-              {
-                @Override
-                public boolean accept(File dir, String fileName)
-                {
-                  return !(Ints.tryParse(fileName) == null);
-                }
-              }
-          );
-          Arrays.sort(
-              sinkFiles,
-              new Comparator<File>()
-              {
-                @Override
-                public int compare(File o1, File o2)
-                {
-                  try {
-                    return Ints.compare(Integer.parseInt(o1.getName()), Integer.parseInt(o2.getName()));
-                  }
-                  catch (NumberFormatException e) {
-                    log.error(e, "Couldn't compare as numbers? [%s][%s]", o1, o2);
-                    return o1.compareTo(o2);
-                  }
-                }
-              }
-          );
-
-          try {
-            List<FireHydrant> hydrants = Lists.newArrayList();
-            for (File segmentDir : sinkFiles) {
-              log.info("Loading previously persisted segment at [%s]", segmentDir);
-
-              // Although this has been tackled at start of this method.
-              // Just a doubly-check added to skip "merged" dir. from being added to hydrants 
-              // If 100% sure that this is not needed, this check can be removed.
-              if (Ints.tryParse(segmentDir.getName()) == null) {
-                continue;
-              }
-
-              hydrants.add(
-                  new FireHydrant(
-                      new QueryableIndexSegment(null, IndexIO.loadIndex(segmentDir)),
-                      Integer.parseInt(segmentDir.getName())
-                  )
-              );
-            }
-
-            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());
-          }
-          catch (IOException e) {
-            log.makeAlert(e, "Problem loading sink[%s] from disk.", schema.getDataSource())
-               .addData("interval", sinkInterval)
-               .emit();
-          }
-        }
-      }
-
-      private void registerServerViewCallback()
-      {
-        serverView.registerSegmentCallback(
-            persistExecutor,
-            new ServerView.BaseSegmentCallback()
-            {
-              @Override
-              public ServerView.CallbackAction segmentAdded(DruidServer server, DataSegment segment)
-              {
-                if (stopped) {
-                  log.info("Unregistering ServerViewCallback");
-                  persistExecutor.shutdown();
-                  return ServerView.CallbackAction.UNREGISTER;
-                }
-
-                if ("realtime".equals(server.getType())) {
-                  return ServerView.CallbackAction.CONTINUE;
-                }
-
-                log.debug("Checking segment[%s] on server[%s]", segment, server);
-                if (schema.getDataSource().equals(segment.getDataSource())) {
-                  final Interval interval = segment.getInterval();
-                  for (Map.Entry<Long, Sink> entry : sinks.entrySet()) {
-                    final Long sinkKey = entry.getKey();
-                    if (interval.contains(sinkKey)) {
-                      final Sink sink = entry.getValue();
-                      log.info("Segment[%s] matches sink[%s] on server[%s]", segment, sink, server);
-
-                      final String segmentVersion = segment.getVersion();
-                      final String sinkVersion = sink.getSegment().getVersion();
-                      if (segmentVersion.compareTo(sinkVersion) >= 0) {
-                        log.info("Segment version[%s] >= sink version[%s]", segmentVersion, sinkVersion);
-                        abandonSegment(sinkKey, sink);
-                      }
-                    }
-                  }
-                }
-
-                return ServerView.CallbackAction.CONTINUE;
-              }
-            }
-        );
-      }
-
-      private void startPersistThread()
-      {
-        final long truncatedNow = segmentGranularity.truncate(new DateTime()).getMillis();
-        final long windowMillis = windowPeriod.toStandardDuration().getMillis();
-
-        log.info(
-            "Expect to run at [%s]",
-            new DateTime().plus(
-                new Duration(System.currentTimeMillis(), segmentGranularity.increment(truncatedNow) + windowMillis)
-            )
-        );
-
-        ScheduledExecutors
-            .scheduleAtFixedRate(
-                scheduledExecutor,
-                new Duration(System.currentTimeMillis(), segmentGranularity.increment(truncatedNow) + windowMillis),
-                new Duration(truncatedNow, segmentGranularity.increment(truncatedNow)),
-                new ThreadRenamingCallable<ScheduledExecutors.Signal>(
-                    String.format(
-                        "%s-overseer-%d",
-                        schema.getDataSource(),
-                        schema.getShardSpec().getPartitionNum()
-                    )
-                )
-                {
-                  @Override
-                  public ScheduledExecutors.Signal doCall()
-                  {
-                    if (stopped) {
-                      log.info("Stopping merge-n-push overseer thread");
-                      return ScheduledExecutors.Signal.STOP;
-                    }
-
-                    log.info("Starting merge and push.");
-
-                    long minTimestamp = segmentGranularity.truncate(
-                        rejectionPolicy.getCurrMaxTime().minus(windowMillis)
-                    ).getMillis();
-
-                    List<Map.Entry<Long, Sink>> sinksToPush = Lists.newArrayList();
-                    for (Map.Entry<Long, Sink> entry : sinks.entrySet()) {
-                      final Long intervalStart = entry.getKey();
-                      if (intervalStart < minTimestamp) {
-                        log.info("Adding entry[%s] for merge and push.", entry);
-                        sinksToPush.add(entry);
-                      }
-                    }
-
-                    for (final Map.Entry<Long, Sink> entry : sinksToPush) {
-                      persistAndMerge(entry.getKey(), entry.getValue());
-                    }
-
-                    if (stopped) {
-                      log.info("Stopping merge-n-push overseer thread");
-                      return ScheduledExecutors.Signal.STOP;
-                    } else {
-                      return ScheduledExecutors.Signal.REPEAT;
-                    }
-                  }
-                }
-            );
-      }
-
-      /**
-       * Unannounces a given sink and removes all local references to it.
-       */
-      private void abandonSegment(final long truncatedTime, final Sink sink) {
-        try {
-          segmentAnnouncer.unannounceSegment(sink.getSegment());
-          FileUtils.deleteDirectory(computePersistDir(schema, sink.getInterval()));
-          log.info("Removing sinkKey %d for segment %s", truncatedTime, sink.getSegment().getIdentifier());
-          sinks.remove(truncatedTime);
-          sinkTimeline.remove(
-              sink.getInterval(),
-              sink.getVersion(),
-              new SingleElementPartitionChunk<>(sink)
-          );
-          synchronized (handoffCondition) {
-            handoffCondition.notifyAll();
-          }
-        }
-        catch (Exception e) {
-          log.makeAlert(e, "Unable to abandon old segment for dataSource[%s]", schema.getDataSource())
-             .addData("interval", sink.getInterval())
-             .emit();
-        }
-      }
-    };
-  }
-
-  private File computeBaseDir(Schema schema)
-  {
-    return new File(basePersistDirectory, schema.getDataSource());
-  }
-
-  private File computePersistDir(Schema schema, Interval interval)
-  {
-    return new File(computeBaseDir(schema), interval.toString().replace("/", "_"));
-  }
-
-  /**
-   * Persists the given hydrant and returns the number of rows persisted
-   *
-   * @param indexToPersist
-   * @param schema
-   * @param interval
-   *
-   * @return the number of rows persisted
-   */
-  private int persistHydrant(FireHydrant indexToPersist, Schema schema, Interval interval)
-  {
-    if (indexToPersist.hasSwapped()) {
-      log.info(
-          "DataSource[%s], Interval[%s], Hydrant[%s] already swapped. Ignoring request to persist.",
-          schema.getDataSource(), interval, indexToPersist
-      );
-      return 0;
-    }
-
-    log.info("DataSource[%s], Interval[%s], persisting Hydrant[%s]", schema.getDataSource(), interval, indexToPersist);
-    try {
-      int numRows = indexToPersist.getIndex().size();
-
-      File persistedFile = IndexMerger.persist(
-          indexToPersist.getIndex(),
-          new File(computePersistDir(schema, interval), String.valueOf(indexToPersist.getCount()))
-      );
-
-      indexToPersist.swapSegment(new QueryableIndexSegment(null, IndexIO.loadIndex(persistedFile)));
-
-      return numRows;
-    }
-    catch (IOException e) {
-      log.makeAlert("dataSource[%s] -- incremental persist failed", schema.getDataSource())
-         .addData("interval", interval)
-         .addData("count", indexToPersist.getCount())
-         .emit();
-
-      throw Throwables.propagate(e);
-    }
+    return new RealtimePlumber(
+        windowPeriod,
+        basePersistDirectory,
+        segmentGranularity,
+        schema,
+        metrics,
+        rejectionPolicy,
+        emitter,
+        conglomerate,
+        segmentAnnouncer,
+        queryExecutorService,
+        versioningPolicy,
+        dataSegmentPusher,
+        segmentPublisher,
+        serverView,
+        maxPendingPersists
+    );
   }
 
   private void verifyState()

server/src/main/java/io/druid/segment/realtime/plumber/Sink.java

@@ -178,12 +178,12 @@ public class Sink implements Iterable<FireHydrant>
     FireHydrant old;
     if (currIndex == null) {  // Only happens on initialization, cannot synchronize on null
       old = currIndex;
-      currIndex = new FireHydrant(newIndex, hydrants.size());
+      currIndex = new FireHydrant(newIndex, hydrants.size(), getSegment().getIdentifier());
       hydrants.add(currIndex);
     } else {
       synchronized (currIndex) {
         old = currIndex;
-        currIndex = new FireHydrant(newIndex, hydrants.size());
+        currIndex = new FireHydrant(newIndex, hydrants.size(), getSegment().getIdentifier());
         hydrants.add(currIndex);
       }
     }

server/src/main/java/io/druid/server/bridge/Bridge.java

@@ -0,0 +1,36 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.server.bridge;
+
+import com.google.inject.BindingAnnotation;
+
+import java.lang.annotation.ElementType;
+import java.lang.annotation.Retention;
+import java.lang.annotation.RetentionPolicy;
+import java.lang.annotation.Target;
+
+/**
+ */
+@BindingAnnotation
+@Target({ElementType.FIELD, ElementType.PARAMETER, ElementType.METHOD})
+@Retention(RetentionPolicy.RUNTIME)
+public @interface Bridge
+{
+}

server/src/main/java/io/druid/server/bridge/BridgeCuratorConfig.java

@@ -0,0 +1,31 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.server.bridge;
+
+import io.druid.curator.CuratorConfig;
+import org.skife.config.Config;
+
+/**
+ */
+public abstract class BridgeCuratorConfig extends CuratorConfig
+{
+  @Config("druid.bridge.zk.service.host")
+  public abstract String getParentZkHosts();
+}

server/src/main/java/io/druid/server/bridge/BridgeQuerySegmentWalker.java

@@ -0,0 +1,126 @@
+/*
+ * Druid - a distributed column store.
+ * Copyright (C) 2012, 2013  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 io.druid.server.bridge;
+
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.google.common.base.Charsets;
+import com.google.inject.Inject;
+import com.metamx.common.guava.Sequence;
+import com.metamx.common.guava.Sequences;
+import com.metamx.common.logger.Logger;
+import com.metamx.http.client.HttpClient;
+import com.metamx.http.client.response.StatusResponseHandler;
+import com.metamx.http.client.response.StatusResponseHolder;
+import io.druid.client.selector.Server;
+import io.druid.curator.discovery.ServerDiscoverySelector;
+import io.druid.guice.annotations.Global;
+import io.druid.query.Query;
+import io.druid.query.QueryRunner;
+import io.druid.query.QuerySegmentWalker;
+import io.druid.query.SegmentDescriptor;
+import org.joda.time.Interval;
+
+import java.net.URL;
+import java.util.List;
+
+/**
+ */
+public class BridgeQuerySegmentWalker implements QuerySegmentWalker
+{
+  private static final Logger log = new Logger(BridgeQuerySegmentWalker.class);
+
+  private final ServerDiscoverySelector brokerSelector;
+  private final HttpClient httpClient;
+  private final ObjectMapper jsonMapper;
+  private final StatusResponseHandler responseHandler;
+
+  @Inject
+  public BridgeQuerySegmentWalker(
+      ServerDiscoverySelector brokerSelector,
+      @Global HttpClient httpClient,
+      ObjectMapper jsonMapper
+  )
+  {
+    this.brokerSelector = brokerSelector;
+    this.httpClient = httpClient;
+    this.jsonMapper = jsonMapper;
+    this.responseHandler = new StatusResponseHandler(Charsets.UTF_8);
+  }
+
+  @Override
+  public <T> QueryRunner<T> getQueryRunnerForIntervals(
+      Query<T> query, Iterable<Interval> intervals
+  )
+  {
+    return makeRunner();
+  }
+
+  @Override
+  public <T> QueryRunner<T> getQueryRunnerForSegments(
+      Query<T> query, Iterable<SegmentDescriptor> specs
+  )
+  {
+    return makeRunner();
+  }
+
+  private <T> QueryRunner<T> makeRunner()
+  {
+    return new QueryRunner<T>()
+    {
+      @Override
+      public Sequence<T> run(Query<T> query)
+      {
+        try {
+          Server instance = brokerSelector.pick();
+          if (instance == null) {
+            return Sequences.empty();
+          }
+
+          final String url = String.format(
+              "http://%s/druid/v2/",
+              brokerSelector.pick().getHost()
+          );
+
+          StatusResponseHolder response = httpClient.post(new URL(url))
+                                                    .setContent(
+                                                        "application/json",
+                                                        jsonMapper.writeValueAsBytes(query)
+                                                    )
+                                                    .go(responseHandler)
+                                                    .get();
+
+          List<T> results = jsonMapper.readValue(
+              response.getContent(), new TypeReference<List<T>>()
+          {
+          }
+          );
+
+          return Sequences.simple(results);
+        }
+        catch (Exception e) {
+          log.error(e, "Exception with bridge query");
+
+          return Sequences.empty();
+        }
+      }
+    };
+  }
+}