hybrid l1/l2 cache to combine local and remote cache

docs/content/configuration/broker.md

@@ -89,24 +89,6 @@ You can optionally only configure caching to be enabled on the broker by setting
 |--------|---------------|-----------|-------|
 |`druid.broker.cache.useCache`|true, false|Enable the cache on the broker.|false|
 |`druid.broker.cache.populateCache`|true, false|Populate the cache on the broker.|false|
-|`druid.cache.type`|`local`, `memcached`|The type of cache to use for queries.|`local`|
+|`druid.broker.cache.unCacheable`|All druid query types|All query types to not cache.|`["groupBy", "select"]`|
-|`druid.broker.cache.unCacheable`|All druid query types|All query types to not cache.|["groupBy", "select"]|
 
-#### Local Cache
+See [cache configuration](caching.html) for how to configure cache settings.
-
-|Property|Description|Default|
-|--------|-----------|-------|
-|`druid.cache.sizeInBytes`|Maximum cache size in bytes. Zero disables caching.|0|
-|`druid.cache.initialSize`|Initial size of the hashtable backing the cache.|500000|
-|`druid.cache.logEvictionCount`|If non-zero, log cache eviction every `logEvictionCount` items.|0|
-
-#### Memcache
-
-|Property|Description|Default|
-|--------|-----------|-------|
-|`druid.cache.expiration`|Memcached [expiration time](https://code.google.com/p/memcached/wiki/NewCommands#Standard_Protocol).|2592000 (30 days)|
-|`druid.cache.timeout`|Maximum time in milliseconds to wait for a response from Memcached.|500|
-|`druid.cache.hosts`|Command separated list of Memcached hosts `<host:port>`.|none|
-|`druid.cache.maxObjectSize`|Maximum object size in bytes for a Memcached object.|52428800 (50 MB)|
-|`druid.cache.memcachedPrefix`|Key prefix for all keys in Memcached.|druid|
-|`druid.cache.numConnections`|Number of memcached connections to use.|1|

docs/content/configuration/caching.md

@@ -0,0 +1,64 @@
+---
+layout: doc_page
+---
+
+# Caching
+
+Caching can optionally be enabled on the broker and / or historical nodes.
+See the [broker](broker.html#caching) and [historical](historical.html#caching)
+configuration options for how to enable it for individual node types.
+
+Druid uses a local in-memory cache by default, unless a diffrent type of cache is specified.
+Use the `druid.cache.type` configuration to set a different kind of cache.
+
+
+## Cache configuration
+
+Cache settings are set globally, so the same configuration can be re-used
+for both broker and historical nodes, when defined in the common properties file.
+
+|Property|Possible Values|Description|Default|
+|--------|---------------|-----------|-------|
+|`druid.cache.type`|`local`, `memcached`, `hybrid`|The type of cache to use for queries. See below of the configuration options for each cache type|`local`|
+
+
+#### Local Cache
+
+A simple in-memory LRU cache.
+
+|Property|Description|Default|
+|--------|-----------|-------|
+|`druid.cache.sizeInBytes`|Maximum cache size in bytes. Zero disables caching.|0|
+|`druid.cache.initialSize`|Initial size of the hashtable backing the cache.|500000|
+|`druid.cache.logEvictionCount`|If non-zero, log cache eviction every `logEvictionCount` items.|0|
+
+
+#### Memcached
+
+Uses memcached as cache backend. This allows all nodes to share the same cache.
+
+|Property|Description|Default|
+|--------|-----------|-------|
+|`druid.cache.expiration`|Memcached [expiration time](https://code.google.com/p/memcached/wiki/NewCommands#Standard_Protocol).|2592000 (30 days)|
+|`druid.cache.timeout`|Maximum time in milliseconds to wait for a response from Memcached.|500|
+|`druid.cache.hosts`|Command separated list of Memcached hosts `<host:port>`.|none|
+|`druid.cache.maxObjectSize`|Maximum object size in bytes for a Memcached object.|52428800 (50 MB)|
+|`druid.cache.memcachedPrefix`|Key prefix for all keys in Memcached.|druid|
+|`druid.cache.numConnections`|Number of memcached connections to use.|1|
+
+
+#### Hybrid
+
+Uses a combination of any two caches as a two-level L1 / L2 cache.
+This may be used to combine a local in-memory cache with a remote memcached cache.
+
+Cache requests will first check L1 cache before checking L2.
+If there is an L1 miss and L2 hit, it will also populate L1.
+
+
+|Property|Description|Default|
+|--------|-----------|-------|
+|`druid.cache.l1.type`|type of cache to use for L1 cache. See `druid.cache.type` configuration for valid types.|`local`|
+|`druid.cache.l2.type`|type of cache to use for L2 cache. See `druid.cache.type` configuration for valid types.|`local`|
+|`druid.cache.l1.*`|Any property valid for the given type of L1 cache can be set using this prefix. For instance, if you are using a `local` L1 cache, specify `druid.cache.l1.sizeInBytes` to set its size.|defaults are the same as for the given cache type.|
+|`druid.cache.l2.*`|Prefix for L2 cache settings, see description for L1.|defaults are the same as for the given cache type.|

docs/content/configuration/historical.md

@@ -81,23 +81,7 @@ You can optionally only configure caching to be enabled on the historical by set
 |--------|---------------|-----------|-------|
 |`druid.historical.cache.useCache`|true, false|Enable the cache on the historical.|false|
 |`druid.historical.cache.populateCache`|true, false|Populate the cache on the historical.|false|
-|`druid.cache.type`|`local`, `memcached`|The type of cache to use for queries.|`local`|
 |`druid.historical.cache.unCacheable`|All druid query types|All query types to not cache.|["groupBy", "select"]|
 
-#### Local Cache
 
-|Property|Description|Default|
+See [cache configuration](caching.html) for how to configure cache settings.
-|--------|-----------|-------|
-|`druid.cache.sizeInBytes`|Maximum cache size in bytes. Zero disables caching.|0|
-|`druid.cache.initialSize`|Initial size of the hashtable backing the cache.|500000|
-|`druid.cache.logEvictionCount`|If non-zero, log cache eviction every `logEvictionCount` items.|0|
-
-#### Memcache
-
-|Property|Description|Default|
-|--------|-----------|-------|
-|`druid.cache.expiration`|Memcached [expiration time](https://code.google.com/p/memcached/wiki/NewCommands#Standard_Protocol).|2592000 (30 days)|
-|`druid.cache.timeout`|Maximum time in milliseconds to wait for a response from Memcached.|500|
-|`druid.cache.hosts`|Command separated list of Memcached hosts `<host:port>`.|none|
-|`druid.cache.maxObjectSize`|Maximum object size in bytes for a Memcached object.|52428800 (50 MB)|
-|`druid.cache.memcachedPrefix`|Key prefix for all keys in Memcached.|druid|

server/src/main/java/io/druid/client/cache/Cache.java

@@ -32,6 +32,13 @@ public interface Cache
 {
   public byte[] get(NamedKey key);
   public void put(NamedKey key, byte[] value);
+
+  /**
+   * Resulting map should not contain any null values (i.e. cache misses should not be included)
+   *
+   * @param keys
+   * @return
+   */
   public Map<NamedKey, byte[]> getBulk(Iterable<NamedKey> keys);
 
   public void close(String namespace);

server/src/main/java/io/druid/client/cache/CacheProvider.java

@@ -24,7 +24,8 @@ import com.google.inject.Provider;
 @JsonTypeInfo(use = JsonTypeInfo.Id.NAME, property = "type", defaultImpl = LocalCacheProvider.class)
 @JsonSubTypes(value = {
     @JsonSubTypes.Type(name = "local", value = LocalCacheProvider.class),
-    @JsonSubTypes.Type(name = "memcached", value = MemcachedCacheProvider.class)
+    @JsonSubTypes.Type(name = "memcached", value = MemcachedCacheProvider.class),
+    @JsonSubTypes.Type(name = "hybrid", value = HybridCacheProvider.class)
 })
 public interface CacheProvider extends Provider<Cache>
 {

server/src/main/java/io/druid/client/cache/HybridCache.java

@@ -0,0 +1,132 @@
+/*
+ * Licensed to Metamarkets Group Inc. (Metamarkets) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  Metamarkets licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package io.druid.client.cache;
+
+import com.google.common.collect.Maps;
+import com.google.common.collect.Sets;
+import com.metamx.emitter.service.ServiceEmitter;
+
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.atomic.AtomicLong;
+
+public class HybridCache implements Cache
+{
+  private final Cache level1;
+  private final Cache level2;
+
+  private final AtomicLong hitCount = new AtomicLong(0);
+  private final AtomicLong missCount = new AtomicLong(0);
+
+  public HybridCache(Cache level1, Cache level2)
+  {
+    this.level1 = level1;
+    this.level2 = level2;
+  }
+
+  @Override
+  public byte[] get(NamedKey key)
+  {
+    byte[] res = level1.get(key);
+    if (res == null) {
+      res = level2.get(key);
+      if(res != null) {
+        level1.put(key, res);
+        hitCount.incrementAndGet();
+        return res;
+      }
+      missCount.incrementAndGet();
+    }
+    if (res != null) {
+      hitCount.incrementAndGet();
+    }
+    return res;
+  }
+
+  @Override
+  public void put(NamedKey key, byte[] value)
+  {
+    level1.put(key, value);
+    level2.put(key, value);
+  }
+
+  @Override
+  public Map<NamedKey, byte[]> getBulk(Iterable<NamedKey> keys)
+  {
+    Set<NamedKey> remaining = Sets.newHashSet(keys);
+    Map<NamedKey, byte[]> res = level1.getBulk(keys);
+    hitCount.addAndGet(res.size());
+
+    remaining = Sets.difference(remaining, res.keySet());
+
+    if (!remaining.isEmpty()) {
+      Map<NamedKey, byte[]> res2 = level2.getBulk(remaining);
+      for(Map.Entry<NamedKey, byte[]> entry : res2.entrySet()) {
+        level1.put(entry.getKey(), entry.getValue());
+      }
+
+      int size = res2.size();
+      hitCount.addAndGet(size);
+      missCount.addAndGet(remaining.size() - size);
+
+      if (size != 0) {
+        res = Maps.newHashMap(res);
+        res.putAll(res2);
+      }
+    }
+    return res;
+  }
+
+  @Override
+  public void close(String namespace)
+  {
+    level1.close(namespace);
+    level2.close(namespace);
+  }
+
+  @Override
+  public CacheStats getStats()
+  {
+    CacheStats stats1 = level1.getStats();
+    CacheStats stats2 = level2.getStats();
+    return new CacheStats(
+        hitCount.get(),
+        missCount.get(),
+        stats1.getNumEntries() + stats2.getNumEntries(),
+        stats1.getSizeInBytes() + stats2.getSizeInBytes(),
+        stats1.getNumEvictions() + stats2.getNumEvictions(),
+        stats1.getNumTimeouts() + stats2.getNumTimeouts(),
+        stats1.getNumErrors() + stats2.getNumErrors()
+    );
+  }
+
+  @Override
+  public boolean isLocal()
+  {
+    return level1.isLocal() && level2.isLocal();
+  }
+
+  @Override
+  public void doMonitor(ServiceEmitter emitter)
+  {
+    level1.doMonitor(emitter);
+    level2.doMonitor(emitter);
+  }
+}

server/src/main/java/io/druid/client/cache/HybridCacheProvider.java

@@ -0,0 +1,47 @@
+/*
+ * Licensed to Metamarkets Group Inc. (Metamarkets) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  Metamarkets licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package io.druid.client.cache;
+
+import com.fasterxml.jackson.annotation.JacksonInject;
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.google.common.base.Preconditions;
+import com.google.inject.name.Named;
+
+public class HybridCacheProvider implements CacheProvider
+{
+  final CacheProvider level1;
+  final CacheProvider level2;
+
+  @JsonCreator
+  public HybridCacheProvider(
+      @JacksonInject @Named("l1") CacheProvider level1,
+      @JacksonInject @Named("l2") CacheProvider level2
+  )
+  {
+    this.level1 = Preconditions.checkNotNull(level1, "l1 cache not specified for hybrid cache");
+    this.level2 = Preconditions.checkNotNull(level2, "l2 cache not specified for hybrid cache");
+  }
+
+  @Override
+  public Cache get()
+  {
+    return new HybridCache(level1.get(), level2.get());
+  }
+}

server/src/main/java/io/druid/client/cache/MapCache.java

@@ -103,7 +103,10 @@ public class MapCache implements Cache
   {
     Map<NamedKey, byte[]> retVal = Maps.newHashMap();
     for (NamedKey key : keys) {
-      retVal.put(key, get(key));
+      final byte[] value = get(key);
+      if (value != null) {
+        retVal.put(key, value);
+      }
     }
     return retVal;
   }

server/src/main/java/io/druid/client/cache/MemcachedCache.java

@@ -567,11 +567,13 @@ public class MemcachedCache implements Cache
         for (Map.Entry<String, Object> entry : some.entrySet()) {
           final NamedKey key = keyLookup.get(entry.getKey());
           final byte[] value = (byte[]) entry.getValue();
+          if (value != null) {
             results.put(
                 key,
-              value == null ? null : deserializeValue(key, value)
+                deserializeValue(key, value)
             );
           }
+        }
 
         return results;
       }

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

@@ -49,5 +49,24 @@ public class CacheModule implements Module
   {
     binder.bind(Cache.class).toProvider(Key.get(CacheProvider.class, Global.class)).in(ManageLifecycle.class);
     JsonConfigProvider.bind(binder, prefix, CacheProvider.class, Global.class);
+
+    binder.install(new HybridCacheModule(prefix));
+  }
+
+  public static class HybridCacheModule implements Module {
+
+    private final String prefix;
+
+    public HybridCacheModule(String prefix)
+    {
+      this.prefix = prefix;
+    }
+
+    @Override
+    public void configure(Binder binder)
+    {
+      JsonConfigProvider.bind(binder, prefix + ".l1", CacheProvider.class, Names.named("l1"));
+      JsonConfigProvider.bind(binder, prefix + ".l2", CacheProvider.class, Names.named("l2"));
+    }
   }
 }

server/src/test/java/io/druid/client/cache/HybridCacheTest.java

@@ -0,0 +1,175 @@
+/*
+ * Licensed to Metamarkets Group Inc. (Metamarkets) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  Metamarkets licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package io.druid.client.cache;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.Sets;
+import com.google.common.primitives.Ints;
+import com.google.inject.Binder;
+import com.google.inject.Injector;
+import com.google.inject.Key;
+import com.google.inject.Module;
+import com.google.inject.name.Names;
+import io.druid.guice.CacheModule;
+import io.druid.guice.GuiceInjectors;
+import io.druid.guice.annotations.Global;
+import io.druid.initialization.Initialization;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.HashSet;
+import java.util.Map;
+
+public class HybridCacheTest
+{
+  private static final byte[] HI = "hi".getBytes();
+
+  @Test
+  public void testInjection() throws Exception
+  {
+    final String prefix = "testInjectHybridCache";
+    System.setProperty(prefix + ".type", "hybrid");
+    System.setProperty(prefix + ".l1.type", "local");
+    System.setProperty(prefix + ".l2.type", "memcached");
+    System.setProperty(prefix + ".l2.hosts", "localhost:11711");
+
+    final Injector injector = Initialization.makeInjectorWithModules(
+        GuiceInjectors.makeStartupInjector(), ImmutableList.<Module>of(
+            new Module()
+            {
+              @Override
+              public void configure(Binder binder)
+              {
+                binder.bindConstant().annotatedWith(Names.named("serviceName")).to("hybridTest");
+                binder.bindConstant().annotatedWith(Names.named("servicePort")).to(0);
+
+                binder.install(new CacheModule(prefix));
+              }
+            }
+        )
+    );
+    final CacheProvider cacheProvider = injector.getInstance(Key.get(CacheProvider.class, Global.class));
+    Assert.assertNotNull(cacheProvider);
+    Assert.assertEquals(HybridCacheProvider.class, cacheProvider.getClass());
+
+    final Cache cache = cacheProvider.get();
+    Assert.assertNotNull(cache);
+
+    Assert.assertFalse(cache.isLocal());
+    Assert.assertEquals(LocalCacheProvider.class, ((HybridCacheProvider) cacheProvider).level1.getClass());
+    Assert.assertEquals(MemcachedCacheProvider.class, ((HybridCacheProvider) cacheProvider).level2.getClass());
+  }
+
+  @Test
+  public void testSanity() throws Exception
+  {
+    final MapCache l1 = new MapCache(new ByteCountingLRUMap(1024 * 1024));
+    final MapCache l2 = new MapCache(new ByteCountingLRUMap(1024 * 1024));
+    HybridCache cache = new HybridCache(l1, l2);
+
+    final Cache.NamedKey key1 = new Cache.NamedKey("a", HI);
+    final Cache.NamedKey key2 = new Cache.NamedKey("b", HI);
+    final Cache.NamedKey key3 = new Cache.NamedKey("c", HI);
+    final Cache.NamedKey key4 = new Cache.NamedKey("d", HI);
+
+    final byte[] value1 = Ints.toByteArray(1);
+    final byte[] value2 = Ints.toByteArray(2);
+    final byte[] value3 = Ints.toByteArray(3);
+
+
+
+    // test put puts to both
+    cache.put(key1, value1);
+    Assert.assertEquals(value1, l1.get(key1));
+    Assert.assertEquals(value1, l2.get(key1));
+    Assert.assertEquals(value1, cache.get(key1));
+
+    int hits = 0;
+    Assert.assertEquals(0, cache.getStats().getNumMisses());
+    Assert.assertEquals(++hits, cache.getStats().getNumHits());
+
+    // test l1
+    l1.put(key2, value2);
+    Assert.assertEquals(value2, cache.get(key2));
+    Assert.assertEquals(0, cache.getStats().getNumMisses());
+    Assert.assertEquals(++hits, cache.getStats().getNumHits());
+
+    // test l2
+    l2.put(key3, value3);
+    Assert.assertEquals(value3, cache.get(key3));
+    Assert.assertEquals(0, cache.getStats().getNumMisses());
+    Assert.assertEquals(++hits, cache.getStats().getNumHits());
+
+
+    // test bulk get with l1 and l2
+    {
+      final HashSet<Cache.NamedKey> keys = Sets.newHashSet(key1, key2, key3);
+      Map<Cache.NamedKey, byte[]> res = cache.getBulk(keys);
+      Assert.assertNotNull(res);
+      Assert.assertEquals(keys, res.keySet());
+      Assert.assertArrayEquals(value1, res.get(key1));
+      Assert.assertArrayEquals(value2, res.get(key2));
+      Assert.assertArrayEquals(value3, res.get(key3));
+
+      hits += 3;
+      Assert.assertEquals(0, cache.getStats().getNumMisses());
+      Assert.assertEquals(hits, cache.getStats().getNumHits());
+    }
+
+    // test bulk get with l1 entries only
+    {
+      final HashSet<Cache.NamedKey> keys = Sets.newHashSet(key1, key2);
+      Map<Cache.NamedKey, byte[]> res = cache.getBulk(keys);
+      Assert.assertNotNull(res);
+      Assert.assertEquals(keys, res.keySet());
+      Assert.assertArrayEquals(value1, res.get(key1));
+      Assert.assertArrayEquals(value2, res.get(key2));
+
+      hits += 2;
+      Assert.assertEquals(0, cache.getStats().getNumMisses());
+      Assert.assertEquals(hits, cache.getStats().getNumHits());
+    }
+
+    int misses = 0;
+    Assert.assertNull(cache.get(key4));
+    Assert.assertEquals(++misses, cache.getStats().getNumMisses());
+
+    Assert.assertTrue(cache.getBulk(Sets.newHashSet(key4)).isEmpty());
+    Assert.assertEquals(++misses, cache.getStats().getNumMisses());
+
+    {
+      final Map<Cache.NamedKey, byte[]> res = cache.getBulk(Sets.newHashSet(key1, key4));
+      Assert.assertEquals(Sets.newHashSet(key1), res.keySet());
+      Assert.assertArrayEquals(value1, res.get(key1));
+
+      Assert.assertEquals(++hits, cache.getStats().getNumHits());
+      Assert.assertEquals(++misses, cache.getStats().getNumMisses());
+    }
+
+    {
+      final Map<Cache.NamedKey, byte[]> res = cache.getBulk(Sets.newHashSet(key3, key4));
+      Assert.assertEquals(Sets.newHashSet(key3), res.keySet());
+      Assert.assertArrayEquals(value3, res.get(key3));
+
+      Assert.assertEquals(++hits, cache.getStats().getNumHits());
+      Assert.assertEquals(++misses, cache.getStats().getNumMisses());
+    }
+  }
+}