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Posted to commits@ambari.apache.org by sw...@apache.org on 2015/08/18 01:56:51 UTC

[1/2] ambari git commit: AMBARI-12654. Create a Caching layer that provides sliding window behavior for metric requests to Ambari. (swagle)

Repository: ambari
Updated Branches:
  refs/heads/branch-2.1 c9a703009 -> b4ee1918d


http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineAppMetricCacheKey.java
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diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineAppMetricCacheKey.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineAppMetricCacheKey.java
new file mode 100644
index 0000000..76bc73b
--- /dev/null
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineAppMetricCacheKey.java
@@ -0,0 +1,119 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * 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 org.apache.ambari.server.controller.metrics.timeline.cache;
+
+import org.apache.ambari.server.controller.spi.TemporalInfo;
+import org.apache.http.client.utils.URIBuilder;
+
+import java.util.Set;
+
+/**
+ * Cache contents represent metrics for an App / Cluster.
+ * This is designed to work on the premise that a client makes same requests
+ * over and over, so this caching strategy allows us to send a http request
+ * for multiple metrics in the same query and ensure parallelization on the
+ * metrics backend side as well.
+ */
+public class TimelineAppMetricCacheKey {
+  private final Set<String> metricNames;
+  private final String appId;
+  private String spec;
+  private TemporalInfo temporalInfo;
+
+  public TimelineAppMetricCacheKey(Set<String> metricNames, String appId,
+                                   TemporalInfo temporalInfo) {
+    this.metricNames = metricNames;
+    this.appId = appId;
+    this.temporalInfo = temporalInfo;
+  }
+
+  public Set<String> getMetricNames() {
+    return metricNames;
+  }
+
+  /**
+   * Temporal info is used to calculate the next query window,
+   * it does not contribute to the key behavior.
+   * @return @TemporalInfo
+   */
+  public TemporalInfo getTemporalInfo() {
+    return temporalInfo;
+  }
+
+  /**
+   * Set temporalInfo to new query window each time.
+   * @param temporalInfo @TemporalInfo
+   */
+  public void setTemporalInfo(TemporalInfo temporalInfo) {
+    this.temporalInfo = temporalInfo;
+  }
+
+  public String getAppId() {
+    return appId;
+  }
+
+  /**
+   * Actual http request Uri, this does not contribute to the key behavior,
+   * it is used solely for interoperability between @AMSPropertyProvider.MetricsRequest
+   * and the Cache.
+   * @return Request Uri
+   */
+  public String getSpec() {
+    return spec;
+  }
+
+  /**
+   * Set spec string.
+   * @param spec Request Uri
+   */
+  public void setSpec(String spec) {
+    this.spec = spec;
+  }
+
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+
+    TimelineAppMetricCacheKey that = (TimelineAppMetricCacheKey) o;
+
+    if (appId != null ? !appId.equals(that.appId) : that.appId != null)
+      return false;
+    if (metricNames != null ? !metricNames.equals(that.metricNames) : that.metricNames != null)
+      return false;
+
+    return true;
+  }
+
+  @Override
+  public int hashCode() {
+    int result = metricNames != null ? metricNames.hashCode() : 0;
+    result = 31 * result + (appId != null ? appId.hashCode() : 0);
+    return result;
+  }
+
+  @Override
+  public String toString() {
+    return "TimelineAppMetricCacheKey {" +
+      "metricNames = " + metricNames +
+      ", appId = '" + appId + '\'' +
+      ", temporalInfo = " + temporalInfo +
+      ", uriInfo = " + spec +
+      '}';
+  }
+}

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCache.java
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diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCache.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCache.java
new file mode 100644
index 0000000..ca141d4
--- /dev/null
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCache.java
@@ -0,0 +1,133 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * 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 org.apache.ambari.server.controller.metrics.timeline.cache;
+
+import net.sf.ehcache.CacheException;
+import net.sf.ehcache.Ehcache;
+import net.sf.ehcache.Element;
+import net.sf.ehcache.constructs.blocking.LockTimeoutException;
+import net.sf.ehcache.constructs.blocking.UpdatingCacheEntryFactory;
+import net.sf.ehcache.constructs.blocking.UpdatingSelfPopulatingCache;
+import org.apache.ambari.server.AmbariException;
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetric;
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.concurrent.atomic.AtomicInteger;
+
+public class TimelineMetricCache extends UpdatingSelfPopulatingCache {
+
+  private final static Logger LOG = LoggerFactory.getLogger(TimelineMetricCache.class);
+  private static AtomicInteger printCacheStatsCounter = new AtomicInteger(0);
+
+  /**
+   * Creates a SelfPopulatingCache.
+   *
+   * @param cache @Cache
+   * @param factory @CacheEntryFactory
+   */
+  public TimelineMetricCache(Ehcache cache, UpdatingCacheEntryFactory factory) throws CacheException {
+    super(cache, factory);
+  }
+
+  /**
+   * Get metrics for an app grouped by the requested @TemporalInfo which is a
+   * part of the @TimelineAppMetricCacheKey
+   * @param key @TimelineAppMetricCacheKey
+   * @return @org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics
+   */
+  public TimelineMetrics getAppTimelineMetricsFromCache(TimelineAppMetricCacheKey key) throws IllegalArgumentException {
+    if (LOG.isDebugEnabled()) {
+      LOG.debug("Fetching metrics with key: " + key);
+    }
+
+    // Make sure key is valid
+    validateKey(key);
+
+    Element element = get(key);
+    TimelineMetrics timelineMetrics = new TimelineMetrics();
+    if (element != null) {
+      TimelineMetricsCacheValue value = (TimelineMetricsCacheValue) element.getObjectValue();
+      if (LOG.isDebugEnabled()) {
+        LOG.debug("Returning value from cache: " + value);
+      }
+      timelineMetrics.setMetrics(new ArrayList<TimelineMetric>(value.getTimelineMetrics().values()));
+    }
+
+    if (LOG.isDebugEnabled()) {
+      // Print stats every 100 calls - Note: Supported in debug mode only
+      if (printCacheStatsCounter.getAndIncrement() == 0) {
+        LOG.debug("Metrics cache stats => \n" + this.getStatistics());
+      } else {
+        printCacheStatsCounter.compareAndSet(100, 0);
+      }
+    }
+
+    return timelineMetrics;
+  }
+
+  /**
+   * Set new time bounds on the cache key so that update can use the new
+   * query window. We do this quietly which means regular get/update logic is
+   * not invoked.
+   */
+  @Override
+  public Element get(Object key) throws LockTimeoutException {
+    Element element = this.getQuiet(key);
+    if (element != null) {
+      if (LOG.isTraceEnabled()) {
+        LOG.trace("key : " + element.getObjectKey());
+        LOG.trace("value : " + element.getObjectValue());
+      }
+
+      // Set new time boundaries on the key
+      TimelineAppMetricCacheKey existingKey = (TimelineAppMetricCacheKey) element.getObjectKey();
+
+      LOG.debug("Existing temporal info: " + existingKey.getTemporalInfo() +
+        " for : " + existingKey.getMetricNames());
+
+      TimelineAppMetricCacheKey newKey = (TimelineAppMetricCacheKey) key;
+      existingKey.setTemporalInfo(newKey.getTemporalInfo());
+
+      LOG.debug("New temporal info: " + newKey.getTemporalInfo() +
+        " for : " + existingKey.getMetricNames());
+    }
+
+    return super.get(key);
+  }
+
+  private void validateKey(TimelineAppMetricCacheKey key) throws IllegalArgumentException {
+    StringBuilder msg = new StringBuilder("Invalid metric key requested.");
+    boolean throwException = false;
+
+    if (key.getTemporalInfo() == null) {
+      msg.append(" No temporal info provided.");
+      throwException = true;
+    }
+
+    if (key.getSpec() == null) {
+      msg.append(" Missing call spec for metric request.");
+    }
+
+    if (throwException) {
+      throw new IllegalArgumentException(msg.toString());
+    }
+  }
+}

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheEntryFactory.java
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diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheEntryFactory.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheEntryFactory.java
new file mode 100644
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--- /dev/null
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheEntryFactory.java
@@ -0,0 +1,299 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * 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 org.apache.ambari.server.controller.metrics.timeline.cache;
+
+import com.google.inject.Inject;
+import com.google.inject.Singleton;
+import net.sf.ehcache.constructs.blocking.UpdatingCacheEntryFactory;
+import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
+import org.apache.ambari.server.configuration.Configuration;
+import org.apache.ambari.server.controller.internal.URLStreamProvider;
+import org.apache.ambari.server.controller.metrics.timeline.MetricsRequestHelper;
+import org.apache.ambari.server.controller.spi.TemporalInfo;
+import org.apache.ambari.server.controller.utilities.StreamProvider;
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetric;
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics;
+import org.apache.http.client.utils.URIBuilder;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.Date;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.Map;
+import java.util.Set;
+import java.util.TreeMap;
+
+@Singleton
+public class TimelineMetricCacheEntryFactory implements UpdatingCacheEntryFactory {
+  private final static Logger LOG = LoggerFactory.getLogger(TimelineMetricCacheEntryFactory.class);
+  // Not declared final to ease unit test code and allow streamProvider
+  // injection
+  private MetricsRequestHelper requestHelperForGets;
+  private MetricsRequestHelper requestHelperForUpdates;
+  private final Long BUFFER_TIME_DIFF_CATCHUP_INTERVAL;
+
+  @Inject
+  public TimelineMetricCacheEntryFactory(Configuration configuration) {
+    // Longer timeout for first cache miss
+    requestHelperForGets = new MetricsRequestHelper(new URLStreamProvider(
+      configuration.getMetricsRequestConnectTimeoutMillis(),
+      configuration.getMetricsRequestReadTimeoutMillis(),
+      ComponentSSLConfiguration.instance()));
+
+    // Timeout setting different from first request timeout
+    // Allows stale data to be returned at the behest of performance.
+    requestHelperForUpdates = new MetricsRequestHelper(new URLStreamProvider(
+      configuration.getMetricsRequestConnectTimeoutMillis(),
+      configuration.getMetricsRequestIntervalReadTimeoutMillis(),
+      ComponentSSLConfiguration.instance()));
+
+    BUFFER_TIME_DIFF_CATCHUP_INTERVAL = configuration.getMetricRequestBufferTimeCatchupInterval();
+  }
+
+  /**
+   * This method is called on a get element from cache call when key is not
+   * found in cache, returns a value for the key to be cached.
+   *
+   * @param key @org.apache.ambari.server.controller.metrics.timeline.cache.TimelineAppMetricCacheKey
+   * @return @org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics
+   * @throws Exception
+   */
+  @Override
+  public Object createEntry(Object key) throws Exception {
+    LOG.debug("Creating cache entry since none exists, key = " + key);
+    TimelineAppMetricCacheKey metricCacheKey = (TimelineAppMetricCacheKey) key;
+
+    TimelineMetrics timelineMetrics =
+      requestHelperForGets.fetchTimelineMetrics(metricCacheKey.getSpec());
+
+    TimelineMetricsCacheValue value = null;
+
+    if (timelineMetrics != null && !timelineMetrics.getMetrics().isEmpty()) {
+      Map<String, TimelineMetric> cacheValue =
+        new HashMap<String, TimelineMetric>(timelineMetrics.getMetrics().size());
+      for (TimelineMetric metric : timelineMetrics.getMetrics()) {
+        cacheValue.put(metric.getMetricName(), metric);
+      }
+
+      value = new TimelineMetricsCacheValue(
+        metricCacheKey.getTemporalInfo().getStartTime(),
+        metricCacheKey.getTemporalInfo().getEndTime(),
+        cacheValue // Null or empty should prompt a refresh
+      );
+
+      LOG.debug("Created cache entry: " + value);
+    }
+
+    return value;
+  }
+
+  /**
+   * Called on a get call for existing values in the cache,
+   * the necessary locking code is present in the get call and this call
+   * should update the value of the cache entry before returning.
+   *
+   * @param key @org.apache.ambari.server.controller.metrics.timeline.cache.TimelineAppMetricCacheKey
+   * @param value @org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics
+   * @throws Exception
+   */
+  @Override
+  public void updateEntryValue(Object key, Object value) throws Exception {
+    TimelineAppMetricCacheKey metricCacheKey = (TimelineAppMetricCacheKey) key;
+    TimelineMetricsCacheValue existingMetrics = (TimelineMetricsCacheValue) value;
+
+    LOG.debug("Updating cache entry, key: " + key + ", with value = " + value);
+
+    Long existingSeriesStartTime = existingMetrics.getStartTime();
+    Long existingSeriesEndTime = existingMetrics.getEndTime();
+
+    TemporalInfo newTemporalInfo = metricCacheKey.getTemporalInfo();
+    Long requestedStartTime = newTemporalInfo.getStartTime();
+    Long requestedEndTime = newTemporalInfo.getEndTime();
+
+    // Calculate new start and end times
+    URIBuilder uriBuilder = new URIBuilder(metricCacheKey.getSpec());
+    Long newStartTime = getRefreshRequestStartTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedStartTime);
+    Long newEndTime = getRefreshRequestEndTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedEndTime);
+
+    // Cover complete overlap scenario
+    // time axis: |-------- exSt ----- reqSt ------ exEnd ----- extEnd ---------|
+    if (newEndTime > newStartTime &&
+       !(newStartTime.equals(existingSeriesStartTime) &&
+       newEndTime.equals(existingSeriesEndTime))) {
+
+      LOG.debug("Existing cached timeseries startTime = " +
+        new Date(getMillisecondsTime(existingSeriesStartTime)) + ", endTime = " +
+        new Date(getMillisecondsTime(existingSeriesEndTime)));
+
+      LOG.debug("Requested timeseries startTime = " +
+        new Date(getMillisecondsTime(newStartTime)) + ", endTime = " +
+        new Date(getMillisecondsTime(newEndTime)));
+
+      // Update spec with new start and end time
+      uriBuilder.setParameter("startTime", String.valueOf(newStartTime));
+      uriBuilder.setParameter("endTime", String.valueOf(newEndTime));
+
+      try {
+        TimelineMetrics newTimeSeries = requestHelperForUpdates.fetchTimelineMetrics(uriBuilder.toString());
+
+        // Update existing time series with new values
+        updateTimelineMetricsInCache(newTimeSeries, existingMetrics,
+          getMillisecondsTime(requestedStartTime),
+          getMillisecondsTime(requestedEndTime));
+
+        // Replace old boundary values
+        existingMetrics.setStartTime(requestedStartTime);
+        existingMetrics.setEndTime(requestedEndTime);
+
+      } catch (IOException io) {
+        if (LOG.isDebugEnabled()) {
+          LOG.debug("Exception retrieving metrics.", io);
+        }
+      }
+    } else {
+      LOG.debug("Skip updating cache with new startTime = " +
+        new Date(getMillisecondsTime(newStartTime)) +
+        ", new endTime = " + new Date(getMillisecondsTime(newEndTime)));
+    }
+  }
+
+  /**
+   * Update cache with new timeseries data
+   */
+  protected void updateTimelineMetricsInCache(TimelineMetrics newMetrics,
+      TimelineMetricsCacheValue timelineMetricsCacheValue,
+      Long requestedStartTime, Long requestedEndTime) {
+
+    Map<String, TimelineMetric> existingTimelineMetricMap = timelineMetricsCacheValue.getTimelineMetrics();
+
+    // NOTE: Metrics names so far are unique, the Map optimization avoids
+    // multiple iterations of the List
+    for (TimelineMetric timelineMetric : newMetrics.getMetrics()) {
+      if (LOG.isTraceEnabled()) {
+        TreeMap<Long, Double> sortedMetrics = new TreeMap<Long, Double>(timelineMetric.getMetricValues());
+
+        LOG.trace("New metric: " + timelineMetric.getMetricName() +
+          " # " + timelineMetric.getMetricValues().size() + ", startTime = " +
+          sortedMetrics.firstKey() + ", endTime = " + sortedMetrics.lastKey());
+      }
+
+
+      TimelineMetric existingMetric = existingTimelineMetricMap.get(timelineMetric.getMetricName());
+
+      if (existingMetric != null) {
+        Map<Long, Double> existingMetricValues = existingMetric.getMetricValues();
+        LOG.trace("Existing metric: " + timelineMetric.getMetricName() +
+          " # " + existingMetricValues.size());
+
+        Iterator<Map.Entry<Long, Double>> valueIterator = existingMetricValues.entrySet().iterator();
+
+        // Remove old values
+        // Assumption: All return value are millis
+        while (valueIterator.hasNext()) {
+          Map.Entry<Long, Double> metricEntry = valueIterator.next();
+          if (metricEntry.getKey() < requestedStartTime
+              || metricEntry.getKey() > requestedEndTime) {
+            valueIterator.remove();
+          }
+        }
+
+        // Add new ones
+        existingMetricValues.putAll(timelineMetric.getMetricValues());
+
+        if (LOG.isTraceEnabled()) {
+          TreeMap<Long, Double> sortedMetrics = new TreeMap<Long, Double>(existingMetricValues);
+          LOG.trace("Merged metric: " + timelineMetric.getMetricName() + ", " +
+            "Final size: " + existingMetricValues.size() + ", startTime = " +
+            sortedMetrics.firstKey() + ", endTime = " + sortedMetrics.lastKey());
+        }
+      } else {
+        existingTimelineMetricMap.put(timelineMetric.getMetricName(), timelineMetric);
+      }
+    }
+  }
+
+  // Scenario: Regular graph updates
+  // time axis: |-------- exSt ----- reqSt ------ exEnd ----- reqEnd ---------|
+  // Scenario: Selective graph updates
+  // time axis: |-------- exSt ----- exEnd ------ reqSt ----- reqEnd ---------|
+  // Scenario: Extended time window
+  // time axis: |-------- reSt ----- exSt ------- extEnd ---- reqEnd ---------|
+  protected Long getRefreshRequestStartTime(Long existingSeriesStartTime,
+      Long existingSeriesEndTime, Long requestedStartTime) {
+    Long diff = requestedStartTime - existingSeriesEndTime;
+    Long startTime = requestedStartTime;
+
+    if (diff < 0 && requestedStartTime > existingSeriesStartTime) {
+      // Regular graph updates
+      // Overlapping timeseries data refresh only new part
+      // Account for missing data on the trailing edge due to buffering
+      startTime = getTimeShiftedStartTime(existingSeriesEndTime);
+    }
+
+    LOG.trace("Requesting timeseries data with new startTime = " +
+      new Date(getMillisecondsTime(startTime)));
+
+    return startTime;
+  }
+
+  // Scenario: Regular graph updates
+  // time axis: |-------- exSt ----- reqSt ------ exEnd ----- reqEnd ---------|
+  // Scenario: Old data request /w overlap
+  // time axis: |-------- reqSt ----- exSt ------ reqEnd ----- extEnd --------|
+  // Scenario: Very Old data request /wo overlap
+  // time axis: |-------- reqSt ----- reqEnd ------ exSt ----- extEnd --------|
+  protected Long getRefreshRequestEndTime(Long existingSeriesStartTime,
+      Long existingSeriesEndTime, Long requestedEndTime) {
+    Long endTime = requestedEndTime;
+    Long diff = requestedEndTime - existingSeriesEndTime;
+    if (diff < 0 && requestedEndTime > existingSeriesStartTime) {
+      // End time overlaps existing timeseries
+      // Get only older data that might not be in the cache
+      endTime = existingSeriesStartTime;
+    }
+
+    LOG.trace("Requesting timeseries data with new endTime = " +
+      new Date(getMillisecondsTime(endTime)));
+    return endTime;
+  }
+
+  /**
+   * Time shift by a constant taking into account Epoch vs millis
+   */
+  private long getTimeShiftedStartTime(long startTime) {
+    if (startTime < 9999999999l) {
+      // Epoch time
+      return startTime - (BUFFER_TIME_DIFF_CATCHUP_INTERVAL / 1000);
+    } else {
+      return startTime - BUFFER_TIME_DIFF_CATCHUP_INTERVAL;
+    }
+  }
+
+  private long getMillisecondsTime(long time) {
+    if (time < 9999999999l) {
+      return time * 1000;
+    } else {
+      return time;
+    }
+  }
+}

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheProvider.java
new file mode 100644
index 0000000..8df957e
--- /dev/null
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheProvider.java
@@ -0,0 +1,104 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * 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 org.apache.ambari.server.controller.metrics.timeline.cache;
+
+import com.google.inject.Inject;
+import com.google.inject.Singleton;
+import net.sf.ehcache.Cache;
+import net.sf.ehcache.CacheManager;
+import net.sf.ehcache.config.CacheConfiguration;
+import net.sf.ehcache.store.MemoryStoreEvictionPolicy;
+import org.apache.ambari.server.configuration.Configuration;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Cache implementation that provides ability to perform incremental reads
+ * from Metrics backend and reduce the amount of calls between Ambari and the
+ * Metrics backend.
+ */
+@Singleton
+public class TimelineMetricCacheProvider {
+  private TimelineMetricCache timelineMetricsCache;
+  private volatile boolean isCacheInitialized = false;
+  public static final String TIMELINE_METRIC_CACHE_INSTANCE_NAME = "timelineMetricCache";
+
+  Configuration configuration;
+  TimelineMetricCacheEntryFactory cacheEntryFactory;
+
+  private final static Logger LOG = LoggerFactory.getLogger(TimelineMetricCacheProvider.class);
+
+  @Inject
+  public TimelineMetricCacheProvider(Configuration configuration,
+                                     TimelineMetricCacheEntryFactory cacheEntryFactory) {
+    this.configuration = configuration;
+    this.cacheEntryFactory = cacheEntryFactory;
+  }
+
+  private synchronized void initializeCache() {
+    // Check in case of contention to avoid ObjectExistsException
+    if (isCacheInitialized) {
+      return;
+    }
+
+    //Create a singleton CacheManager using defaults
+    System.setProperty("net.sf.ehcache.skipUpdateCheck", "true");
+    CacheManager manager = CacheManager.getInstance();
+
+    LOG.info("Creating Metrics Cache with timeouts => ttl = " +
+      configuration.getMetricCacheTTLSeconds() + ", idle = " +
+      configuration.getMetricCacheIdleSeconds());
+
+    //Create a Cache specifying its configuration.
+    Cache cache = new Cache(
+      new CacheConfiguration(TIMELINE_METRIC_CACHE_INSTANCE_NAME, configuration.getMetricCacheMaxEntries())
+        .timeToLiveSeconds(configuration.getMetricCacheTTLSeconds()) // 1 hour
+        .timeToIdleSeconds(configuration.getMetricCacheIdleSeconds()) // 5 minutes
+        .memoryStoreEvictionPolicy(MemoryStoreEvictionPolicy.LRU)
+        .eternal(false)
+        .diskPersistent(false)
+        .overflowToDisk(false)
+        .statistics(LOG.isDebugEnabled() || LOG.isTraceEnabled())
+    );
+
+    timelineMetricsCache = new TimelineMetricCache(cache, cacheEntryFactory);
+
+    LOG.info("Registering metrics cache with provider: name = " +
+      cache.getName() + ", guid: " + cache.getGuid());
+
+    manager.addCache(timelineMetricsCache);
+
+    isCacheInitialized = true;
+  }
+
+  /**
+   * Return an instance of a Ehcache
+   * @return @TimelineMetricCache or null if caching is disabled through config.
+   */
+  public TimelineMetricCache getTimelineMetricsCache() {
+    if (configuration.isMetricsCacheDisabled()) {
+      return null;
+    }
+
+    if (!isCacheInitialized) {
+      initializeCache();
+    }
+    return timelineMetricsCache;
+  }
+
+}

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricsCacheValue.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricsCacheValue.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricsCacheValue.java
new file mode 100644
index 0000000..f9f1f54
--- /dev/null
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricsCacheValue.java
@@ -0,0 +1,94 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * 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 org.apache.ambari.server.controller.metrics.timeline.cache;
+
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetric;
+
+import java.util.Date;
+import java.util.Map;
+
+/**
+ * Wrapper object for metrics returned from AMS that includes the query time
+ * window.
+ */
+public class TimelineMetricsCacheValue {
+  private Long startTime;
+  private Long endTime;
+  private Map<String, TimelineMetric> timelineMetrics;
+
+  public TimelineMetricsCacheValue(Long startTime, Long endTime, Map<String, TimelineMetric> timelineMetrics) {
+    this.startTime = startTime;
+    this.endTime = endTime;
+    this.timelineMetrics = timelineMetrics;
+  }
+
+  public Map<String, TimelineMetric> getTimelineMetrics() {
+    return timelineMetrics;
+  }
+
+  /**
+   * Map of metricName to metric values. Works on the assumption that metric
+   * name is unique
+   */
+  public void setTimelineMetrics(Map<String, TimelineMetric> timelineMetrics) {
+    this.timelineMetrics = timelineMetrics;
+  }
+
+  public Long getStartTime() {
+    return startTime;
+  }
+
+  public void setStartTime(Long startTime) {
+    this.startTime = startTime;
+  }
+
+  public Long getEndTime() {
+    return endTime;
+  }
+
+  public void setEndTime(Long endTime) {
+    this.endTime = endTime;
+  }
+
+  private long getMillisecondsTime(long time) {
+    if (time < 9999999999l) {
+      return time * 1000;
+    } else {
+      return time;
+    }
+  }
+
+  @Override
+  public String toString() {
+    StringBuilder sb = new StringBuilder("TimelineMetricsCacheValue {" +
+      "metricNames = " + timelineMetrics.keySet() +
+      ", startTime = " + new Date(getMillisecondsTime(startTime)) +
+      ", endTime = " + new Date(getMillisecondsTime(endTime)) +
+      ", timelineMetrics =");
+
+    for (TimelineMetric metric : timelineMetrics.values()) {
+      sb.append(" { ");
+      sb.append(metric.getMetricName());
+      sb.append(" # ");
+      sb.append(metric.getMetricValues().size());
+      sb.append(" }");
+    }
+    sb.append("}");
+    return sb.toString();
+  }
+}

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/test/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProviderTest.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/test/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProviderTest.java b/ambari-server/src/test/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProviderTest.java
index b8e0596..3ba79ca 100644
--- a/ambari-server/src/test/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProviderTest.java
+++ b/ambari-server/src/test/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProviderTest.java
@@ -19,6 +19,7 @@ package org.apache.ambari.server.controller.internal;
 
 import java.io.IOException;
 import java.io.InputStream;
+import java.lang.reflect.Field;
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.HashMap;
@@ -27,11 +28,18 @@ import java.util.List;
 import java.util.Map;
 import java.util.Set;
 
+import com.google.inject.Binder;
+import com.google.inject.Module;
+import com.google.inject.util.Modules;
+import org.apache.ambari.server.configuration.Configuration;
 import org.apache.ambari.server.controller.jmx.TestStreamProvider;
 import org.apache.ambari.server.controller.metrics.JMXPropertyProviderTest;
 import org.apache.ambari.server.controller.metrics.MetricsServiceProvider;
 import org.apache.ambari.server.controller.metrics.ganglia.GangliaPropertyProviderTest.TestGangliaHostProvider;
 import org.apache.ambari.server.controller.metrics.ganglia.GangliaPropertyProviderTest.TestGangliaServiceProvider;
+import org.apache.ambari.server.controller.metrics.timeline.MetricsRequestHelper;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheEntryFactory;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Predicate;
 import org.apache.ambari.server.controller.spi.PropertyProvider;
 import org.apache.ambari.server.controller.spi.Request;
@@ -52,6 +60,7 @@ import org.apache.ambari.server.state.stack.Metric;
 import org.junit.After;
 import org.junit.Assert;
 import org.junit.Before;
+import org.junit.BeforeClass;
 import org.junit.Test;
 
 import com.google.inject.Guice;
@@ -70,11 +79,29 @@ public class StackDefinedPropertyProviderTest {
   private Injector injector = null;
   private OrmTestHelper helper = null;
 
+  private static TimelineMetricCacheEntryFactory cacheEntryFactory;
+  private static TimelineMetricCacheProvider cacheProvider;
+
+  @BeforeClass
+  public static void setupCache() {
+    cacheEntryFactory = new TimelineMetricCacheEntryFactory(new Configuration());
+    cacheProvider = new TimelineMetricCacheProvider(new Configuration(), cacheEntryFactory);
+  }
+
+  public class TestModuleWithCacheProvider implements Module {
+    @Override
+    public void configure(Binder binder) {
+      binder.bind(TimelineMetricCacheProvider.class).toInstance(cacheProvider);
+    }
+  }
+
   @Before
   public void setup() throws Exception {
     InMemoryDefaultTestModule module = new InMemoryDefaultTestModule();
-
-    injector = Guice.createInjector(module);
+    // Use the same cache provider to ensure there is only once instance of
+    // Cache available. The @net.sf.ehcache.CacheManager is a singleton and
+    // does not allow multiple instance with same cache name to be registered.
+    injector = Guice.createInjector(Modules.override(module).with(new TestModuleWithCacheProvider()));
     injector.getInstance(GuiceJpaInitializer.class);
     StackDefinedPropertyProvider.init(injector);
 
@@ -404,10 +431,10 @@ public class StackDefinedPropertyProviderTest {
     Assert.assertEquals(12,   resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/default", "AggregateContainersReleased")));
     Assert.assertEquals(8192, resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/default", "AvailableMB")));
     Assert.assertEquals(1,    resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/default", "AvailableVCores")));
-    Assert.assertEquals(47,   resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/default", "AppsSubmitted")));
+    Assert.assertEquals(47, resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/default", "AppsSubmitted")));
 
-    Assert.assertEquals(4,    resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/second_queue", "AggregateContainersAllocated")));
-    Assert.assertEquals(4,    resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/second_queue", "AggregateContainersReleased")));
+    Assert.assertEquals(4, resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/second_queue", "AggregateContainersAllocated")));
+    Assert.assertEquals(4, resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/second_queue", "AggregateContainersReleased")));
     Assert.assertEquals(6048, resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/second_queue", "AvailableMB")));
     Assert.assertEquals(1,    resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/second_queue", "AvailableVCores")));
     Assert.assertEquals(1,    resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/yarn/Queue/root/second_queue", "AppsSubmitted")));
@@ -688,8 +715,6 @@ public class StackDefinedPropertyProviderTest {
     Assert.assertEquals(8444, resource.getPropertyValue(PropertyHelper.getPropertyId("metrics/dfs/journalnode/cluster/mycluster", "lastWrittenTxId")));
   }
 
-
-
   @Test
   public void testPopulateResources_jmx_Storm() throws Exception {
     // Adjust stack version for cluster
@@ -818,7 +843,6 @@ public class StackDefinedPropertyProviderTest {
     Assert.assertTrue(map.get("metrics/hbase/master").containsKey("IsActiveMaster"));
   }
 
-
   @Test
   public void testPopulateResources_params_category5() throws Exception {
     org.apache.ambari.server.controller.metrics.ganglia.TestStreamProvider streamProvider =
@@ -1042,7 +1066,7 @@ public class StackDefinedPropertyProviderTest {
 
     org.apache.ambari.server.controller.metrics.ganglia.TestStreamProvider streamProvider =
       new org.apache.ambari.server.controller.metrics.ganglia.TestStreamProvider("ams/aggregate_component_metric.json");
-
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     JMXPropertyProviderTest.TestJMXHostProvider jmxHostProvider = new JMXPropertyProviderTest.TestJMXHostProvider(true);
     TestGangliaHostProvider hostProvider = new TestGangliaHostProvider();
     MetricsServiceProvider serviceProvider = new MetricsServiceProvider() {
@@ -1085,4 +1109,10 @@ public class StackDefinedPropertyProviderTest {
     Assert.assertEquals(32, metricsArray.length);
   }
 
+  /* Since streamProviders are not injected this hack becomes necessary */
+  private void injectCacheEntryFactoryWithStreamProvider(StreamProvider streamProvider) throws Exception {
+    Field field = TimelineMetricCacheEntryFactory.class.getDeclaredField("requestHelperForGets");
+    field.setAccessible(true);
+    field.set(cacheEntryFactory, new MetricsRequestHelper(streamProvider));
+  }
 }

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProviderTest.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProviderTest.java b/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProviderTest.java
index c8007c8..71febc9 100644
--- a/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProviderTest.java
+++ b/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProviderTest.java
@@ -20,6 +20,7 @@ package org.apache.ambari.server.controller.metrics.timeline;
 import org.apache.ambari.server.AmbariException;
 import org.apache.ambari.server.api.services.AmbariMetaInfo;
 import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
+import org.apache.ambari.server.configuration.Configuration;
 import org.apache.ambari.server.controller.AmbariManagementController;
 import org.apache.ambari.server.controller.AmbariServer;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
@@ -27,29 +28,34 @@ import org.apache.ambari.server.controller.internal.ResourceImpl;
 import org.apache.ambari.server.controller.internal.TemporalInfoImpl;
 import org.apache.ambari.server.controller.metrics.MetricHostProvider;
 import org.apache.ambari.server.controller.metrics.ganglia.TestStreamProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheEntryFactory;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Request;
 import org.apache.ambari.server.controller.spi.Resource;
 import org.apache.ambari.server.controller.spi.SystemException;
 import org.apache.ambari.server.controller.spi.TemporalInfo;
 import org.apache.ambari.server.controller.utilities.PropertyHelper;
+import org.apache.ambari.server.controller.utilities.StreamProvider;
 import org.apache.ambari.server.state.Cluster;
 import org.apache.ambari.server.state.Clusters;
 import org.apache.ambari.server.state.ComponentInfo;
 import org.apache.ambari.server.state.StackId;
 import org.apache.http.client.utils.URIBuilder;
 import org.junit.Assert;
-import org.junit.Ignore;
+import org.junit.BeforeClass;
 import org.junit.Test;
 import org.junit.runner.RunWith;
 import org.powermock.api.easymock.PowerMock;
+import org.powermock.core.classloader.annotations.PowerMockIgnore;
 import org.powermock.core.classloader.annotations.PrepareForTest;
 import org.powermock.modules.junit4.PowerMockRunner;
 
 import java.io.File;
 import java.io.IOException;
 import java.io.InputStream;
+import java.lang.reflect.Field;
+import java.lang.reflect.Modifier;
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.HashSet;
@@ -66,6 +72,7 @@ import static org.mockito.Mockito.mock;
 
 @RunWith(PowerMockRunner.class)
 @PrepareForTest({AMSPropertyProvider.class, AmbariServer.class})
+@PowerMockIgnore({"javax.xml.parsers.*", "org.xml.sax.*", "net.sf.ehcache.*", "org.apache.log4j.*"})
 public class AMSPropertyProviderTest {
   private static final String PROPERTY_ID1 = PropertyHelper.getPropertyId("metrics/cpu", "cpu_user");
   private static final String PROPERTY_ID2 = PropertyHelper.getPropertyId("metrics/memory", "mem_free");
@@ -82,10 +89,20 @@ public class AMSPropertyProviderTest {
   private static final String EMBEDDED_METRICS_FILE_PATH = FILE_PATH_PREFIX + "embedded_host_metric.json";
   private static final String AGGREGATE_METRICS_FILE_PATH = FILE_PATH_PREFIX + "aggregate_component_metric.json";
 
+  private static TimelineMetricCacheEntryFactory cacheEntryFactory;
+  private static TimelineMetricCacheProvider cacheProvider;
+
+  @BeforeClass
+  public static void setupCache() {
+    cacheEntryFactory = new TimelineMetricCacheEntryFactory(new Configuration());
+    cacheProvider = new TimelineMetricCacheProvider(new Configuration(), cacheEntryFactory);
+  }
+
   @Test
   public void testPopulateResourcesForSingleHostMetric() throws Exception {
     setUpCommonMocks();
     TestStreamProvider streamProvider = new TestStreamProvider(SINGLE_HOST_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -94,6 +111,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       HOST_NAME_PROPERTY_ID
@@ -129,6 +147,7 @@ public class AMSPropertyProviderTest {
 
     // given
     TestStreamProvider streamProvider = new TestStreamProvider(SINGLE_HOST_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
     Map<String, Map<String, PropertyInfo>> propertyIds = PropertyHelper.getMetricPropertyIds(Resource.Type.Host);
@@ -136,6 +155,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       HOST_NAME_PROPERTY_ID
@@ -169,6 +189,7 @@ public class AMSPropertyProviderTest {
   public void testPopulateResourcesForMultipleHostMetricscPointInTime() throws Exception {
     setUpCommonMocks();
     TestStreamProvider streamProvider = new TestStreamProvider(MULTIPLE_HOST_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -177,6 +198,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       HOST_NAME_PROPERTY_ID
@@ -217,6 +239,7 @@ public class AMSPropertyProviderTest {
   public void testPopulateResourcesForMultipleHostMetrics() throws Exception {
     setUpCommonMocks();
     TestStreamProvider streamProvider = new TestStreamProvider(MULTIPLE_HOST_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -225,6 +248,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       HOST_NAME_PROPERTY_ID
@@ -276,6 +300,7 @@ public class AMSPropertyProviderTest {
   public void testPopulateResourcesForRegexpMetrics() throws Exception {
     setUpCommonMocks();
     TestStreamProvider streamProvider = new TestStreamProvider(MULTIPLE_COMPONENT_REGEXP_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -291,6 +316,7 @@ public class AMSPropertyProviderTest {
         propertyIds,
         streamProvider,
         sslConfiguration,
+        cacheProvider,
         metricHostProvider,
         CLUSTER_NAME_PROPERTY_ID,
         COMPONENT_NAME_PROPERTY_ID
@@ -327,6 +353,7 @@ public class AMSPropertyProviderTest {
   public void testPopulateResourcesForSingleComponentMetric() throws Exception {
     setUpCommonMocks();
     TestStreamProvider streamProvider = new TestStreamProvider(SINGLE_COMPONENT_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -337,6 +364,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       COMPONENT_NAME_PROPERTY_ID
@@ -394,6 +422,7 @@ public class AMSPropertyProviderTest {
     PowerMock.replayAll();
 
     TestStreamProvider streamProvider = new TestStreamProvider(EMBEDDED_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -404,6 +433,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       COMPONENT_NAME_PROPERTY_ID
@@ -460,6 +490,7 @@ public class AMSPropertyProviderTest {
     PowerMock.replayAll();
 
     TestStreamProvider streamProvider = new TestStreamProvider(AGGREGATE_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -471,6 +502,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       COMPONENT_NAME_PROPERTY_ID
@@ -504,6 +536,7 @@ public class AMSPropertyProviderTest {
   public void testFilterOutOfBandMetricData() throws Exception {
     setUpCommonMocks();
     TestStreamProvider streamProvider = new TestStreamProvider(SINGLE_HOST_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -512,6 +545,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       HOST_NAME_PROPERTY_ID
@@ -571,6 +605,7 @@ public class AMSPropertyProviderTest {
     setUpCommonMocks();
     TestStreamProviderForHostComponentHostMetricsTest streamProvider =
       new TestStreamProviderForHostComponentHostMetricsTest(null);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -579,6 +614,7 @@ public class AMSPropertyProviderTest {
       propertyIds,
       streamProvider,
       sslConfiguration,
+      cacheProvider,
       metricHostProvider,
       CLUSTER_NAME_PROPERTY_ID,
       HOST_NAME_PROPERTY_ID,
@@ -696,7 +732,16 @@ public class AMSPropertyProviderTest {
     expect(ambariMetaInfo.getComponent(anyObject(String.class),anyObject(String.class),
             anyObject(String.class), anyObject(String.class)))
             .andReturn(componentInfo).anyTimes();
+
     replay(ams, clusters, cluster, ambariMetaInfo);
     PowerMock.replayAll();
   }
+
+  /* Since streamProviders are not injected this hack becomes necessary */
+  private void injectCacheEntryFactoryWithStreamProvider(StreamProvider streamProvider) throws Exception {
+    Field field = TimelineMetricCacheEntryFactory.class.getDeclaredField("requestHelperForGets");
+    field.setAccessible(true);
+    field.set(cacheEntryFactory, new MetricsRequestHelper(streamProvider));
+  }
+
 }

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProviderTest.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProviderTest.java b/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProviderTest.java
index 3ee64fa..99a2102 100644
--- a/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProviderTest.java
+++ b/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProviderTest.java
@@ -18,18 +18,24 @@
 package org.apache.ambari.server.controller.metrics.timeline;
 
 import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
+import org.apache.ambari.server.configuration.Configuration;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
 import org.apache.ambari.server.controller.internal.ResourceImpl;
 import org.apache.ambari.server.controller.internal.TemporalInfoImpl;
 import org.apache.ambari.server.controller.metrics.ganglia.TestStreamProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheEntryFactory;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Request;
 import org.apache.ambari.server.controller.spi.Resource;
 import org.apache.ambari.server.controller.spi.TemporalInfo;
 import org.apache.ambari.server.controller.utilities.PropertyHelper;
+import org.apache.ambari.server.controller.utilities.StreamProvider;
 import org.apache.http.client.utils.URIBuilder;
 import org.junit.Assert;
+import org.junit.BeforeClass;
 import org.junit.Test;
 import java.io.File;
+import java.lang.reflect.Field;
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.Map;
@@ -44,9 +50,19 @@ public class AMSReportPropertyProviderTest {
   private static final String SINGLE_HOST_METRICS_FILE_PATH = FILE_PATH_PREFIX + "single_host_metric.json";
   private static final String AGGREGATE_CLUSTER_METRICS_FILE_PATH = FILE_PATH_PREFIX + "aggregate_cluster_metrics.json";
 
+  private static TimelineMetricCacheEntryFactory cacheEntryFactory;
+  private static TimelineMetricCacheProvider cacheProvider;
+
+  @BeforeClass
+  public static void setupCache() {
+    cacheEntryFactory = new TimelineMetricCacheEntryFactory(new Configuration());
+    cacheProvider = new TimelineMetricCacheProvider(new Configuration(), cacheEntryFactory);
+  }
+
   @Test
   public void testPopulateResources() throws Exception {
     TestStreamProvider streamProvider = new TestStreamProvider(SINGLE_HOST_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -58,6 +74,7 @@ public class AMSReportPropertyProviderTest {
         propertyIds,
         streamProvider,
         sslConfiguration,
+        cacheProvider,
         metricHostProvider,
         CLUSTER_NAME_PROPERTY_ID
     );
@@ -88,6 +105,7 @@ public class AMSReportPropertyProviderTest {
   @Test
   public void testPopulateResourceWithAggregateFunction() throws Exception {
     TestStreamProvider streamProvider = new TestStreamProvider(AGGREGATE_CLUSTER_METRICS_FILE_PATH);
+    injectCacheEntryFactoryWithStreamProvider(streamProvider);
     TestMetricHostProvider metricHostProvider = new TestMetricHostProvider();
     ComponentSSLConfiguration sslConfiguration = mock(ComponentSSLConfiguration.class);
 
@@ -99,6 +117,7 @@ public class AMSReportPropertyProviderTest {
         propertyIds,
         streamProvider,
         sslConfiguration,
+        cacheProvider,
         metricHostProvider,
         CLUSTER_NAME_PROPERTY_ID
     );
@@ -125,4 +144,11 @@ public class AMSReportPropertyProviderTest {
     Number[][] val = (Number[][]) res.getPropertyValue("metrics/cpu/User._sum");
     Assert.assertEquals(90, val.length);
   }
+
+  /* Since streamProviders are not injected this hack becomes necessary */
+  private void injectCacheEntryFactoryWithStreamProvider(StreamProvider streamProvider) throws Exception {
+    Field field = TimelineMetricCacheEntryFactory.class.getDeclaredField("requestHelperForGets");
+    field.setAccessible(true);
+    field.set(cacheEntryFactory, new MetricsRequestHelper(streamProvider));
+  }
 }

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheTest.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheTest.java b/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheTest.java
new file mode 100644
index 0000000..b16024b
--- /dev/null
+++ b/ambari-server/src/test/java/org/apache/ambari/server/controller/metrics/timeline/cache/TimelineMetricCacheTest.java
@@ -0,0 +1,365 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * 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 org.apache.ambari.server.controller.metrics.timeline.cache;
+
+import com.google.inject.Binder;
+import com.google.inject.Guice;
+import com.google.inject.Injector;
+import com.google.inject.Module;
+import junit.framework.Assert;
+import net.sf.ehcache.Cache;
+import net.sf.ehcache.CacheManager;
+import net.sf.ehcache.constructs.blocking.UpdatingCacheEntryFactory;
+import net.sf.ehcache.constructs.blocking.UpdatingSelfPopulatingCache;
+import org.apache.ambari.server.configuration.Configuration;
+import org.apache.ambari.server.controller.internal.TemporalInfoImpl;
+import org.apache.ambari.server.controller.spi.TemporalInfo;
+import org.apache.ambari.server.state.stack.OsFamily;
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetric;
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics;
+import org.easymock.IAnswer;
+import org.junit.After;
+import org.junit.Test;
+
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.TreeMap;
+
+import static org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider.TIMELINE_METRIC_CACHE_INSTANCE_NAME;
+import static org.easymock.EasyMock.anyObject;
+import static org.easymock.EasyMock.createMock;
+import static org.easymock.EasyMock.createMockBuilder;
+import static org.easymock.EasyMock.createNiceMock;
+import static org.easymock.EasyMock.expect;
+import static org.easymock.EasyMock.expectLastCall;
+import static org.easymock.EasyMock.getCurrentArguments;
+import static org.easymock.EasyMock.replay;
+import static org.easymock.EasyMock.verify;
+
+public class TimelineMetricCacheTest {
+
+  private TimelineMetricCacheProvider getMetricCacheProvider(
+      final Configuration configuration,
+      final TimelineMetricCacheEntryFactory cacheEntryFactory) {
+
+    Injector injector = Guice.createInjector(new Module() {
+      @Override
+      public void configure(Binder binder) {
+        binder.bind(OsFamily.class).toInstance(createNiceMock(OsFamily.class));
+        binder.bind(Configuration.class).toInstance(configuration);
+        binder.bind(TimelineMetricCacheEntryFactory.class).toInstance(cacheEntryFactory);
+      }
+    });
+    return injector.getInstance(TimelineMetricCacheProvider.class);
+  }
+
+  @After
+  public void removeCacheInstance() {
+    // Avoids Object Exists Exception on unit tests by adding a new cache for
+    // every provider.
+    CacheManager manager = CacheManager.getInstance();
+    manager.removeCache(TIMELINE_METRIC_CACHE_INSTANCE_NAME);
+  }
+
+  // General cache behavior demonstration
+  @Test
+  public void testSelfPopulatingCacheUpdates() throws Exception {
+    UpdatingCacheEntryFactory cacheEntryFactory = createMock(UpdatingCacheEntryFactory.class);
+
+    StringBuilder value = new StringBuilder("b");
+
+    expect(cacheEntryFactory.createEntry("a")).andReturn(value);
+    cacheEntryFactory.updateEntryValue("a", value);
+    expectLastCall().andAnswer(new IAnswer<Object>() {
+      @Override
+      public Object answer() throws Throwable {
+        String key = (String) getCurrentArguments()[0];
+        StringBuilder value = (StringBuilder) getCurrentArguments()[1];
+        System.out.println("key = " + key + ", value = " + value);
+        value.append("c");
+        return null;
+      }
+    });
+
+    replay(cacheEntryFactory);
+
+    CacheManager manager = CacheManager.getInstance();
+    Cache cache = new Cache("test", 10, false, false, 10000, 10000);
+    UpdatingSelfPopulatingCache testCache = new UpdatingSelfPopulatingCache(cache, cacheEntryFactory);
+    manager.addCache(testCache);
+
+    Assert.assertEquals("b", testCache.get("a").getObjectValue().toString());
+    Assert.assertEquals("bc", testCache.get("a").getObjectValue().toString());
+
+    verify(cacheEntryFactory);
+  }
+
+  @Test
+  public void testTimlineMetricCacheProviderGets() throws Exception {
+    Configuration configuration = createNiceMock(Configuration.class);
+    expect(configuration.getMetricCacheMaxEntries()).andReturn(1000);
+    expect(configuration.getMetricCacheTTLSeconds()).andReturn(3600);
+    expect(configuration.getMetricCacheIdleSeconds()).andReturn(100);
+
+    final long now = System.currentTimeMillis();
+    Map<String, TimelineMetric> valueMap = new HashMap<String, TimelineMetric>();
+    TimelineMetric timelineMetric = new TimelineMetric();
+    timelineMetric.setMetricName("cpu_user");
+    timelineMetric.setAppId("app1");
+    Map<Long, Double> metricValues = new HashMap<Long, Double>();
+    metricValues.put(now + 100, 1.0);
+    metricValues.put(now + 200, 2.0);
+    metricValues.put(now + 300, 3.0);
+    timelineMetric.setMetricValues(metricValues);
+    valueMap.put("cpu_user", timelineMetric);
+
+    TimelineMetricCacheEntryFactory cacheEntryFactory = createMock(TimelineMetricCacheEntryFactory.class);
+
+    TimelineAppMetricCacheKey queryKey = new TimelineAppMetricCacheKey(
+      Collections.singleton("cpu_user"),
+      "app1",
+      new TemporalInfoImpl(now, now + 1000, 1)
+    );
+    TimelineMetricsCacheValue value = new TimelineMetricsCacheValue(now, now + 1000, valueMap);
+    TimelineAppMetricCacheKey testKey = new TimelineAppMetricCacheKey(
+      Collections.singleton("cpu_user"),
+      "app1",
+      new TemporalInfoImpl(now, now + 2000, 1)
+    );
+
+    expect(cacheEntryFactory.createEntry(anyObject())).andReturn(value);
+    cacheEntryFactory.updateEntryValue(testKey, value);
+    expectLastCall().once();
+
+    replay(configuration, cacheEntryFactory);
+
+    TimelineMetricCacheProvider cacheProvider = getMetricCacheProvider(configuration, cacheEntryFactory);
+    TimelineMetricCache cache = cacheProvider.getTimelineMetricsCache();
+
+    // call to get
+    TimelineMetrics metrics = cache.getAppTimelineMetricsFromCache(queryKey);
+    List<TimelineMetric> metricsList = metrics.getMetrics();
+    Assert.assertEquals(1, metricsList.size());
+    TimelineMetric metric = metricsList.iterator().next();
+    Assert.assertEquals("cpu_user", metric.getMetricName());
+    Assert.assertEquals("app1", metric.getAppId());
+    Assert.assertSame(metricValues, metric.getMetricValues());
+
+    // call to update with new key
+    metrics = cache.getAppTimelineMetricsFromCache(testKey);
+    metricsList = metrics.getMetrics();
+    Assert.assertEquals(1, metricsList.size());
+    Assert.assertEquals("cpu_user", metric.getMetricName());
+    Assert.assertEquals("app1", metric.getAppId());
+    Assert.assertSame(metricValues, metric.getMetricValues());
+
+    verify(configuration, cacheEntryFactory);
+  }
+
+  @Test
+  @SuppressWarnings("all")
+  public void testCacheUpdateBoundsOnVariousRequestScenarios() throws Exception {
+    Configuration configuration = createNiceMock(Configuration.class);
+    expect(configuration.getMetricsRequestConnectTimeoutMillis()).andReturn(10000);
+    expect(configuration.getMetricsRequestReadTimeoutMillis()).andReturn(10000);
+    expect(configuration.getMetricsRequestIntervalReadTimeoutMillis()).andReturn(10000);
+    // Disable buffer fudge factor
+    expect(configuration.getMetricRequestBufferTimeCatchupInterval()).andReturn(0l);
+
+    replay(configuration);
+
+    TimelineMetricCacheEntryFactory factory =
+      createMockBuilder(TimelineMetricCacheEntryFactory.class)
+        .withConstructor(configuration).createMock();
+
+    replay(factory);
+
+    long now = System.currentTimeMillis();
+    final long existingSeriesStartTime = now - (3600 * 1000); // now - 1 hour
+    final long existingSeriesEndTime = now;
+
+    // Regular timeseries overlap
+    long requestedStartTime = existingSeriesStartTime + 60000; // + 1 min
+    long requestedEndTime = existingSeriesEndTime + 60000; // + 1 min
+
+    long newStartTime = factory.getRefreshRequestStartTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedStartTime);
+
+    long newEndTime = factory.getRefreshRequestEndTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedEndTime);
+
+    Assert.assertEquals(existingSeriesEndTime, newStartTime);
+    Assert.assertEquals(requestedEndTime, newEndTime);
+
+    // Disconnected timeseries graph
+    requestedStartTime = existingSeriesEndTime + 60000; // end + 1 min
+    requestedEndTime = existingSeriesEndTime + 60000 + 3600000; // + 1 min + 1 hour
+
+    newStartTime = factory.getRefreshRequestStartTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedStartTime);
+
+    newEndTime = factory.getRefreshRequestEndTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedEndTime);
+
+    Assert.assertEquals(requestedStartTime, newStartTime);
+    Assert.assertEquals(requestedEndTime, newEndTime);
+
+    // Complete overlap
+    requestedStartTime = existingSeriesStartTime - 60000; // - 1 min
+    requestedEndTime = existingSeriesEndTime + 60000; // + 1 min
+
+    newStartTime = factory.getRefreshRequestStartTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedStartTime);
+
+    newEndTime = factory.getRefreshRequestEndTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedEndTime);
+
+    Assert.assertEquals(requestedStartTime, newStartTime);
+    Assert.assertEquals(requestedEndTime, newEndTime);
+
+    // Timeseries in the past
+    requestedStartTime = existingSeriesStartTime - 3600000 - 60000; // - 1 hour - 1 min
+    requestedEndTime = existingSeriesStartTime - 60000; // start - 1 min
+
+    newStartTime = factory.getRefreshRequestStartTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedStartTime);
+
+    newEndTime = factory.getRefreshRequestEndTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedEndTime);
+
+    Assert.assertEquals(requestedStartTime, newStartTime);
+    Assert.assertEquals(requestedEndTime, newEndTime);
+
+    // Timeseries overlap - no new request needed
+    requestedStartTime = existingSeriesStartTime + 60000; // + 1 min
+    requestedEndTime = existingSeriesEndTime - 60000; // - 1 min
+
+    newStartTime = factory.getRefreshRequestStartTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedStartTime);
+
+    newEndTime = factory.getRefreshRequestEndTime(existingSeriesStartTime,
+      existingSeriesEndTime, requestedEndTime);
+
+    Assert.assertEquals(newStartTime, existingSeriesEndTime);
+    Assert.assertEquals(newEndTime, existingSeriesStartTime);
+
+    verify(configuration, factory);
+
+  }
+
+  @Test
+  public void testTimelineMetricCacheTimeseriesUpdates() throws Exception {
+    Configuration configuration = createNiceMock(Configuration.class);
+    expect(configuration.getMetricsRequestConnectTimeoutMillis()).andReturn(10000);
+    expect(configuration.getMetricsRequestReadTimeoutMillis()).andReturn(10000);
+    expect(configuration.getMetricsRequestIntervalReadTimeoutMillis()).andReturn(10000);
+    // Disable buffer fudge factor
+    expect(configuration.getMetricRequestBufferTimeCatchupInterval()).andReturn(0l);
+
+    replay(configuration);
+
+    TimelineMetricCacheEntryFactory factory =
+      createMockBuilder(TimelineMetricCacheEntryFactory.class)
+        .withConstructor(configuration).createMock();
+
+    replay(factory);
+
+    long now = System.currentTimeMillis();
+
+    // Existing values
+
+    final TimelineMetric timelineMetric1 = new TimelineMetric();
+    timelineMetric1.setMetricName("cpu_user");
+    timelineMetric1.setAppId("app1");
+    Map<Long, Double> metricValues = new TreeMap<Long, Double>();
+    metricValues.put(now - 100, 1.0);
+    metricValues.put(now - 200, 2.0);
+    metricValues.put(now - 300, 3.0);
+    timelineMetric1.setMetricValues(metricValues);
+    final TimelineMetric timelineMetric2 = new TimelineMetric();
+    timelineMetric2.setMetricName("cpu_nice");
+    timelineMetric2.setAppId("app1");
+    metricValues = new TreeMap<Long, Double>();
+    metricValues.put(now + 400, 1.0);
+    metricValues.put(now + 500, 2.0);
+    metricValues.put(now + 600, 3.0);
+    timelineMetric2.setMetricValues(metricValues);
+
+    TimelineMetricsCacheValue existingMetricValue = new TimelineMetricsCacheValue(
+      now - 1000, now + 1000,
+      new HashMap<String, TimelineMetric>() {{
+        put("cpu_user", timelineMetric1);
+        put("cpu_nice", timelineMetric2);
+      }});
+
+    // New values
+    TimelineMetrics newMetrics = new TimelineMetrics();
+    TimelineMetric timelineMetric3 = new TimelineMetric();
+    timelineMetric3.setMetricName("cpu_user");
+    timelineMetric3.setAppId("app1");
+    metricValues = new TreeMap<Long, Double>();
+    metricValues.put(now + 1400, 1.0);
+    metricValues.put(now + 1500, 2.0);
+    metricValues.put(now + 1600, 3.0);
+    timelineMetric3.setMetricValues(metricValues);
+    newMetrics.getMetrics().add(timelineMetric3);
+
+    factory.updateTimelineMetricsInCache(newMetrics, existingMetricValue,
+      now, now + 2000);
+
+    Assert.assertEquals(2, existingMetricValue.getTimelineMetrics().size());
+    Assert.assertEquals(3, existingMetricValue.getTimelineMetrics().get("cpu_user").getMetricValues().size());
+    Assert.assertEquals(3, existingMetricValue.getTimelineMetrics().get("cpu_nice").getMetricValues().size());
+    Map<Long, Double> newMetricsMap = existingMetricValue.getTimelineMetrics().get("cpu_user").getMetricValues();
+    Iterator<Long> metricKeyIterator = newMetricsMap.keySet().iterator();
+    Assert.assertEquals(now + 1400, metricKeyIterator.next().longValue());
+    Assert.assertEquals(now + 1500, metricKeyIterator.next().longValue());
+    Assert.assertEquals(now + 1600, metricKeyIterator.next().longValue());
+
+    verify(configuration, factory);
+  }
+
+  @Test
+  public void testEqualsOnKeys() {
+    long now = System.currentTimeMillis();
+    TemporalInfo temporalInfo = new TemporalInfoImpl(now - 1000, now, 1);
+
+    TimelineAppMetricCacheKey key1 = new TimelineAppMetricCacheKey(
+      new HashSet<String>() {{ add("cpu_num._avg"); add("proc_run._avg"); }},
+      "HOST",
+      temporalInfo
+    );
+
+    TimelineAppMetricCacheKey key2 = new TimelineAppMetricCacheKey(
+      new HashSet<String>() {{ add("cpu_num._avg"); }},
+      "HOST",
+      temporalInfo
+    );
+
+    Assert.assertFalse(key1.equals(key2));
+    Assert.assertFalse(key2.equals(key1));
+
+    key2.getMetricNames().add("proc_run._avg");
+
+    Assert.assertTrue(key1.equals(key2));
+  }
+}


[2/2] ambari git commit: AMBARI-12654. Create a Caching layer that provides sliding window behavior for metric requests to Ambari. (swagle)

Posted by sw...@apache.org.
AMBARI-12654. Create a Caching layer that provides sliding window behavior for metric requests to Ambari. (swagle)


Project: http://git-wip-us.apache.org/repos/asf/ambari/repo
Commit: http://git-wip-us.apache.org/repos/asf/ambari/commit/b4ee1918
Tree: http://git-wip-us.apache.org/repos/asf/ambari/tree/b4ee1918
Diff: http://git-wip-us.apache.org/repos/asf/ambari/diff/b4ee1918

Branch: refs/heads/branch-2.1
Commit: b4ee1918d14af3602a01a1befe6107baa5b1221b
Parents: c9a7030
Author: Siddharth Wagle <sw...@hortonworks.com>
Authored: Mon Aug 17 16:55:31 2015 -0700
Committer: Siddharth Wagle <sw...@hortonworks.com>
Committed: Mon Aug 17 16:55:31 2015 -0700

----------------------------------------------------------------------
 .../metrics2/sink/timeline/TimelineMetric.java  |  17 +
 .../TimelineMetricClusterAggregatorMinute.java  |   7 -
 ambari-server/pom.xml                           |   5 +
 .../server/configuration/Configuration.java     | 117 +++++-
 .../controller/AmbariManagementController.java  |   4 +
 .../AmbariManagementControllerImpl.java         |  47 +--
 .../ambari/server/controller/AmbariServer.java  |   3 +-
 .../server/controller/ControllerModule.java     |   4 +
 .../internal/AbstractProviderModule.java        |  20 +-
 .../internal/StackDefinedPropertyProvider.java  |   8 +-
 .../controller/internal/TemporalInfoImpl.java   |  12 +-
 .../metrics/MetricsPaddingMethod.java           |  12 +-
 .../metrics/MetricsPropertyProvider.java        |   3 +
 .../metrics/MetricsPropertyProviderProxy.java   |   7 +
 .../metrics/MetricsReportPropertyProvider.java  |   3 +
 .../MetricsReportPropertyProviderProxy.java     |   5 +
 .../timeline/AMSComponentPropertyProvider.java  |   6 +-
 .../AMSHostComponentPropertyProvider.java       |   7 +-
 .../timeline/AMSHostPropertyProvider.java       |   6 +-
 .../metrics/timeline/AMSPropertyProvider.java   | 248 +++++++------
 .../timeline/AMSReportPropertyProvider.java     | 115 +++---
 .../metrics/timeline/MetricsRequestHelper.java  | 108 ++++++
 .../cache/TimelineAppMetricCacheKey.java        | 119 ++++++
 .../timeline/cache/TimelineMetricCache.java     | 133 +++++++
 .../cache/TimelineMetricCacheEntryFactory.java  | 299 +++++++++++++++
 .../cache/TimelineMetricCacheProvider.java      | 104 ++++++
 .../cache/TimelineMetricsCacheValue.java        |  94 +++++
 .../StackDefinedPropertyProviderTest.java       |  48 ++-
 .../timeline/AMSPropertyProviderTest.java       |  49 ++-
 .../timeline/AMSReportPropertyProviderTest.java |  26 ++
 .../timeline/cache/TimelineMetricCacheTest.java | 365 +++++++++++++++++++
 31 files changed, 1760 insertions(+), 241 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetric.java
----------------------------------------------------------------------
diff --git a/ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetric.java b/ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetric.java
index f482e54..8b8df06 100644
--- a/ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetric.java
+++ b/ambari-metrics/ambari-metrics-common/src/main/java/org/apache/hadoop/metrics2/sink/timeline/TimelineMetric.java
@@ -43,6 +43,23 @@ public class TimelineMetric implements Comparable<TimelineMetric> {
   private String type;
   private Map<Long, Double> metricValues = new TreeMap<Long, Double>();
 
+  // default
+  public TimelineMetric() {
+
+  }
+
+  // copy constructor
+  public TimelineMetric(TimelineMetric metric) {
+    setMetricName(metric.getMetricName());
+    setType(metric.getType());
+    setTimestamp(metric.getTimestamp());
+    setAppId(metric.getAppId());
+    setInstanceId(metric.getInstanceId());
+    setHostName(metric.getHostName());
+    setStartTime(metric.getStartTime());
+    setMetricValues(new TreeMap<Long, Double>(metric.getMetricValues()));
+  }
+
   @XmlElement(name = "metricname")
   public String getMetricName() {
     return metricName;

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/aggregators/TimelineMetricClusterAggregatorMinute.java
----------------------------------------------------------------------
diff --git a/ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/aggregators/TimelineMetricClusterAggregatorMinute.java b/ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/aggregators/TimelineMetricClusterAggregatorMinute.java
index fdcd720..85bdbbc 100644
--- a/ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/aggregators/TimelineMetricClusterAggregatorMinute.java
+++ b/ambari-metrics/ambari-metrics-timelineservice/src/main/java/org/apache/hadoop/yarn/server/applicationhistoryservice/metrics/timeline/aggregators/TimelineMetricClusterAggregatorMinute.java
@@ -227,13 +227,6 @@ public class TimelineMetricClusterAggregatorMinute extends AbstractTimelineAggre
           sum = oldValue + metric.getValue();
         }
         timelineClusterMetricMap.put(clusterMetric, (sum / count));
-      } else {
-        if (timelineMetric.getMetricName().equals("tserver.general.entries")) {
-          LOG.info("--- Fallen off: serverTs = " + timelineMetric.getTimestamp() +
-            ", timeShift: " + timeShift +
-            ", timestamp: " + Long.parseLong(metric.getKey().toString()) +
-            ", host = " + timelineMetric.getHostName());
-        }
       }
     }
 

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/pom.xml
----------------------------------------------------------------------
diff --git a/ambari-server/pom.xml b/ambari-server/pom.xml
index 5725446..068b841 100644
--- a/ambari-server/pom.xml
+++ b/ambari-server/pom.xml
@@ -1958,6 +1958,11 @@
       <artifactId>jackson-annotations</artifactId>
       <version>2.1.4</version>
     </dependency>
+    <dependency>
+      <groupId>net.sf.ehcache</groupId>
+      <artifactId>ehcache</artifactId>
+      <version>2.10.0</version>
+    </dependency>
   </dependencies>
 
   <pluginRepositories>

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/configuration/Configuration.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/configuration/Configuration.java b/ambari-server/src/main/java/org/apache/ambari/server/configuration/Configuration.java
index 371d5d2..23291bc 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/configuration/Configuration.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/configuration/Configuration.java
@@ -407,6 +407,23 @@ public class Configuration {
   private static final String DEFAULT_JDBC_POOL_ACQUISITION_RETRY_ATTEMPTS = "30";
   private static final String DEFAULT_JDBC_POOL_ACQUISITION_RETRY_DELAY = "1000";
 
+  // Timeline Metrics Cache settings
+  private static final String TIMELINE_METRICS_CACHE_DISABLE = "server.timeline.metrics.cache.disabled";
+  private static final String TIMELINE_METRICS_CACHE_MAX_ENTRIES = "server.timeline.metrics.cache.max.entries";
+  private static final String DEFAULT_TIMELINE_METRICS_CACHE_MAX_ENTRIES = "50";
+  private static final String TIMELINE_METRICS_CACHE_TTL = "server.timeline.metrics.cache.entry.ttl.seconds";
+  private static final String DEFAULT_TIMELINE_METRICS_CACHE_TTL = "3600";
+  private static final String TIMELINE_METRICS_CACHE_IDLE_TIME = "server.timeline.metrics.cache.entry.idle.seconds";
+  private static final String DEFAULT_TIMELINE_METRICS_CACHE_IDLE_TIME = "300";
+  private static final String TIMELINE_METRICS_REQUEST_READ_TIMEOUT = "server.timeline.metrics.cache.read.timeout.millis";
+  private static final String DEFAULT_TIMELINE_METRICS_REQUEST_READ_TIMEOUT = "10000";
+  private static final String TIMELINE_METRICS_REQUEST_INTERVAL_READ_TIMEOUT = "server.timeline.metrics.cache.interval.read.timeout.millis";
+  private static final String DEFAULT_TIMELINE_METRICS_REQUEST_INTERVAL_READ_TIMEOUT = "5000";
+  private static final String TIMELINE_METRICS_REQUEST_CONNECT_TIMEOUT = "server.timeline.metrics.cache.connect.timeout.millis";
+  private static final String DEFAULT_TIMELINE_METRICS_REQUEST_CONNECT_TIMEOUT = "5000";
+  private static final String TIMELINE_METRICS_REQUEST_CATCHUP_INTERVAL = "server.timeline.metrics.cache.catchup.interval";
+  private static final String DEFAULT_TIMELINE_METRICS_REQUEST_CATCHUP_INTERVAL = "300000";
+
   /**
    * The full path to the XML file that describes the different alert templates.
    */
@@ -679,6 +696,15 @@ public class Configuration {
   }
 
   /**
+   * Get the property value for the given key.
+   *
+   * @return the property value
+   */
+  public String getProperty(String key, String defaultValue) {
+    return properties.getProperty(key, defaultValue);
+  }
+
+  /**
    * Gets a copy of all of the configuration properties that back this
    * {@link Configuration} instance.
    *
@@ -1001,7 +1027,7 @@ public class Configuration {
    */
   public String getApiGzipMinSize() {
     return properties.getProperty(API_GZIP_MIN_COMPRESSION_SIZE_KEY,
-        API_GZIP_MIN_COMPRESSION_SIZE_DEFAULT);
+      API_GZIP_MIN_COMPRESSION_SIZE_DEFAULT);
   }
 
   /**
@@ -1244,7 +1270,7 @@ public class Configuration {
 
   public int getConnectionMaxIdleTime() {
     return Integer.parseInt(properties.getProperty
-        (SERVER_CONNECTION_MAX_IDLE_TIME, String.valueOf("900000")));
+      (SERVER_CONNECTION_MAX_IDLE_TIME, String.valueOf("900000")));
   }
 
   /**
@@ -1283,7 +1309,7 @@ public class Configuration {
 
   public int getOneWayAuthPort() {
     return Integer.parseInt(properties.getProperty(SRVR_ONE_WAY_SSL_PORT_KEY,
-                                                   String.valueOf(SRVR_ONE_WAY_SSL_PORT_DEFAULT)));
+      String.valueOf(SRVR_ONE_WAY_SSL_PORT_DEFAULT)));
   }
 
   public int getTwoWayAuthPort() {
@@ -1376,7 +1402,7 @@ public class Configuration {
 
   public Integer getRequestReadTimeout() {
     return Integer.parseInt(properties.getProperty(REQUEST_READ_TIMEOUT,
-        REQUEST_READ_TIMEOUT_DEFAULT));
+      REQUEST_READ_TIMEOUT_DEFAULT));
   }
 
   public Integer getRequestConnectTimeout() {
@@ -1386,7 +1412,7 @@ public class Configuration {
 
   public String getExecutionSchedulerConnections() {
     return properties.getProperty(EXECUTION_SCHEDULER_CONNECTIONS,
-                                  DEFAULT_SCHEDULER_MAX_CONNECTIONS);
+      DEFAULT_SCHEDULER_MAX_CONNECTIONS);
   }
 
   public Long getExecutionSchedulerMisfireToleration() {
@@ -1412,7 +1438,7 @@ public class Configuration {
 
   public String getCustomActionDefinitionPath() {
     return properties.getProperty(CUSTOM_ACTION_DEFINITION_KEY,
-                                  CUSTOM_ACTION_DEFINITION_DEF_VALUE);
+      CUSTOM_ACTION_DEFINITION_DEF_VALUE);
   }
 
   public int getAgentPackageParallelCommandsLimit() {
@@ -1461,7 +1487,7 @@ public class Configuration {
    */
   public int getClientThreadPoolSize() {
     return Integer.parseInt(properties.getProperty(
-        CLIENT_THREADPOOL_SIZE_KEY, String.valueOf(CLIENT_THREADPOOL_SIZE_DEFAULT)));
+      CLIENT_THREADPOOL_SIZE_KEY, String.valueOf(CLIENT_THREADPOOL_SIZE_DEFAULT)));
   }
 
   /**
@@ -1499,7 +1525,7 @@ public class Configuration {
    */
   public long getViewExtractionThreadPoolTimeout() {
     return Long.parseLong(properties.getProperty(
-        VIEW_EXTRACTION_THREADPOOL_TIMEOUT_KEY, String.valueOf(VIEW_EXTRACTION_THREADPOOL_TIMEOUT_DEFAULT)));
+      VIEW_EXTRACTION_THREADPOOL_TIMEOUT_KEY, String.valueOf(VIEW_EXTRACTION_THREADPOOL_TIMEOUT_DEFAULT)));
   }
 
   /**
@@ -1512,7 +1538,7 @@ public class Configuration {
    */
   public int getHttpSessionInactiveTimeout() {
     return Integer.parseInt(properties.getProperty(
-        SERVER_HTTP_SESSION_INACTIVE_TIMEOUT,
+      SERVER_HTTP_SESSION_INACTIVE_TIMEOUT,
         "1800"));
   }
 
@@ -1531,7 +1557,7 @@ public class Configuration {
    */
   public int getAlertEventPublisherPoolSize() {
     return Integer.parseInt(properties.getProperty(
-        ALERTS_EXECUTION_SCHEDULER_THREADS_KEY, ALERTS_EXECUTION_SCHEDULER_THREADS_DEFAULT));
+      ALERTS_EXECUTION_SCHEDULER_THREADS_KEY, ALERTS_EXECUTION_SCHEDULER_THREADS_DEFAULT));
   }
 
   /**
@@ -1594,7 +1620,7 @@ public class Configuration {
    */
   public int getKdcConnectionCheckTimeout() {
     return Integer.parseInt(properties.getProperty(
-        KDC_CONNECTION_CHECK_TIMEOUT_KEY, KDC_CONNECTION_CHECK_TIMEOUT_DEFAULT));
+      KDC_CONNECTION_CHECK_TIMEOUT_KEY, KDC_CONNECTION_CHECK_TIMEOUT_DEFAULT));
   }
 
   /**
@@ -1779,4 +1805,73 @@ public class Configuration {
     }
   }
 
+  /**
+   * Max allowed entries in metrics cache.
+   */
+  public int getMetricCacheMaxEntries() {
+    return Integer.parseInt(properties.getProperty(TIMELINE_METRICS_CACHE_MAX_ENTRIES,
+      DEFAULT_TIMELINE_METRICS_CACHE_MAX_ENTRIES));
+  }
+
+  /**
+   * Eviction time for entries in metrics cache.
+   */
+  public int getMetricCacheTTLSeconds() {
+    return Integer.parseInt(properties.getProperty(TIMELINE_METRICS_CACHE_TTL,
+      DEFAULT_TIMELINE_METRICS_CACHE_TTL));
+  }
+
+  /**
+   * Max time to idle for entries in the cache.
+   */
+  public int getMetricCacheIdleSeconds() {
+    return Integer.parseInt(properties.getProperty(TIMELINE_METRICS_CACHE_IDLE_TIME,
+        DEFAULT_TIMELINE_METRICS_CACHE_IDLE_TIME));
+  }
+
+  /**
+   * Separate timeout settings for metrics cache.
+   * @return milliseconds
+   */
+  public int getMetricsRequestReadTimeoutMillis() {
+    return Integer.parseInt(properties.getProperty(TIMELINE_METRICS_REQUEST_READ_TIMEOUT,
+      DEFAULT_TIMELINE_METRICS_REQUEST_READ_TIMEOUT));
+  }
+
+  /**
+   * Separate timeout settings for metrics cache.
+   * Timeout on reads for update requests made for smaller time intervals.
+   *
+   * @return milliseconds
+   */
+  public int getMetricsRequestIntervalReadTimeoutMillis() {
+    return Integer.parseInt(properties.getProperty(TIMELINE_METRICS_REQUEST_INTERVAL_READ_TIMEOUT,
+      DEFAULT_TIMELINE_METRICS_REQUEST_INTERVAL_READ_TIMEOUT));
+  }
+
+  /**
+   * Separate timeout settings for metrics cache.
+   * @return milliseconds
+   */
+  public int getMetricsRequestConnectTimeoutMillis() {
+    return Integer.parseInt(properties.getProperty(TIMELINE_METRICS_REQUEST_CONNECT_TIMEOUT,
+      DEFAULT_TIMELINE_METRICS_REQUEST_CONNECT_TIMEOUT));
+  }
+
+  /**
+   * Diable metrics caching.
+   * @return true / false
+   */
+  public boolean isMetricsCacheDisabled() {
+    return Boolean.parseBoolean(properties.getProperty(TIMELINE_METRICS_CACHE_DISABLE, "false"));
+  }
+
+  /**
+   * Constant fudge factor subtracted from the cache update requests to
+   * account for unavailability of data on the trailing edge due to buffering.
+   */
+  public Long getMetricRequestBufferTimeCatchupInterval() {
+    return Long.parseLong(properties.getProperty(TIMELINE_METRICS_REQUEST_CATCHUP_INTERVAL,
+        DEFAULT_TIMELINE_METRICS_REQUEST_CATCHUP_INTERVAL));
+  }
 }

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementController.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementController.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementController.java
index 17b6d4a..0eef06c 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementController.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementController.java
@@ -23,7 +23,9 @@ import org.apache.ambari.server.RoleCommand;
 import org.apache.ambari.server.actionmanager.ActionManager;
 import org.apache.ambari.server.agent.ExecutionCommand;
 import org.apache.ambari.server.api.services.AmbariMetaInfo;
+import org.apache.ambari.server.configuration.Configuration;
 import org.apache.ambari.server.controller.internal.RequestStageContainer;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.metadata.RoleCommandOrder;
 import org.apache.ambari.server.scheduler.ExecutionScheduleManager;
 import org.apache.ambari.server.security.ldap.LdapBatchDto;
@@ -782,5 +784,7 @@ public interface AmbariManagementController {
    * @return
    */
   Set<StackConfigurationDependencyResponse> getStackConfigurationDependencies(Set<StackConfigurationDependencyRequest> requests) throws AmbariException;
+
+  TimelineMetricCacheProvider getTimelineMetricCacheProvider();
 }
 

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementControllerImpl.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementControllerImpl.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementControllerImpl.java
index a7f206a..ef6fc58 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementControllerImpl.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariManagementControllerImpl.java
@@ -89,6 +89,7 @@ import org.apache.ambari.server.controller.internal.RequestStageContainer;
 import org.apache.ambari.server.controller.internal.URLStreamProvider;
 import org.apache.ambari.server.controller.internal.WidgetLayoutResourceProvider;
 import org.apache.ambari.server.controller.internal.WidgetResourceProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Resource;
 import org.apache.ambari.server.customactions.ActionDefinition;
 import org.apache.ambari.server.metadata.ActionMetadata;
@@ -734,7 +735,7 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
     handleGlobalsBackwardsCompability(request, propertiesAttributes);
 
     Config config = createConfig(cluster, request.getType(), request.getProperties(),
-        request.getVersionTag(), propertiesAttributes);
+      request.getVersionTag(), propertiesAttributes);
 
     return new ConfigurationResponse(cluster.getClusterName(), config);
   }
@@ -782,7 +783,7 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
   private Config createConfig(Cluster cluster, String type, Map<String, String> properties,
       String versionTag, Map<String, Map<String, String>> propertiesAttributes) {
     Config config = configFactory.createNew(cluster, type,
-        properties, propertiesAttributes);
+      properties, propertiesAttributes);
 
     if (!StringUtils.isEmpty(versionTag)) {
       config.setTag(versionTag);
@@ -889,10 +890,10 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
     String logDir = BASE_LOG_DIR + File.pathSeparator + requestId;
     Stage stage =
         stageFactory.createNew(requestId, logDir,
-            null == cluster ? null : cluster.getClusterName(),
-            null == cluster ? -1L : cluster.getClusterId(),
-            requestContext, clusterHostInfo, commandParamsStage,
-            hostParamsStage);
+          null == cluster ? null : cluster.getClusterName(),
+          null == cluster ? -1L : cluster.getClusterId(),
+          requestContext, clusterHostInfo, commandParamsStage,
+          hostParamsStage);
     stage.setStageId(id);
     return stage;
   }
@@ -904,9 +905,9 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
 
     if (LOG.isDebugEnabled()) {
       LOG.debug("Received a getClusters request"
-          + ", clusterName=" + request.getClusterName()
-          + ", clusterId=" + request.getClusterId()
-          + ", stackInfo=" + request.getStackVersion());
+        + ", clusterName=" + request.getClusterName()
+        + ", clusterId=" + request.getClusterId()
+        + ", stackInfo=" + request.getStackVersion());
     }
 
     Cluster singleCluster = null;
@@ -2474,7 +2475,7 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
     // Add attributes
     Map<String, Map<String, Map<String, String>>> configAttributes =
         configHelper.getEffectiveConfigAttributes(cluster,
-                                                  ec.getConfigurationTags());
+          ec.getConfigurationTags());
 
     for (Map.Entry<String, Map<String, Map<String, String>>> attributesOccurrence : configAttributes.entrySet()) {
       String type = attributesOccurrence.getKey();
@@ -2606,7 +2607,7 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
                                                       boolean runSmokeTest, boolean reconfigureClients) throws AmbariException {
 
     RequestStageContainer request = addStages(null, cluster, requestProperties, requestParameters, changedServices,
-        changedComponents, changedHosts, ignoredHosts, runSmokeTest, reconfigureClients);
+      changedComponents, changedHosts, ignoredHosts, runSmokeTest, reconfigureClients);
 
     request.persist();
     return request.getRequestStatusResponse();
@@ -3227,15 +3228,15 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
                                     final Resource.Type level)
                                     throws AmbariException {
     Set<String> ignoredHosts = maintenanceStateHelper.filterHostsInMaintenanceState(
-            candidateHosts, new MaintenanceStateHelper.HostPredicate() {
-              @Override
-              public boolean shouldHostBeRemoved(final String hostname)
-                      throws AmbariException {
-                Host host = clusters.getHost(hostname);
-                return !maintenanceStateHelper.isOperationAllowed(
-                        host, cluster.getClusterId(), level);
-              }
-            }
+      candidateHosts, new MaintenanceStateHelper.HostPredicate() {
+        @Override
+        public boolean shouldHostBeRemoved(final String hostname)
+          throws AmbariException {
+          Host host = clusters.getHost(hostname);
+          return !maintenanceStateHelper.isOperationAllowed(
+            host, cluster.getClusterId(), level);
+        }
+      }
     );
     LOG.debug("Ignoring hosts when selecting available hosts for action" +
             " due to maintenance state." +
@@ -4188,7 +4189,7 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
                                           String user, long createTime) {
     List<WidgetEntity> createdEntities =
       widgetDAO.findByName(clusterEntity.getClusterId(), layoutInfo.getWidgetName(),
-              user, layoutInfo.getDefaultSectionName());
+        user, layoutInfo.getDefaultSectionName());
 
     if (createdEntities == null || createdEntities.isEmpty()) {
       WidgetEntity widgetEntity = new WidgetEntity();
@@ -4329,4 +4330,8 @@ public class AmbariManagementControllerImpl implements AmbariManagementControlle
     }
   }
 
+  @Override
+  public TimelineMetricCacheProvider getTimelineMetricCacheProvider() {
+    return injector.getInstance(TimelineMetricCacheProvider.class);
+  }
 }

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariServer.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariServer.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariServer.java
index 5644ca5..3c598db 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariServer.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/AmbariServer.java
@@ -63,6 +63,7 @@ import org.apache.ambari.server.controller.internal.StackDefinedPropertyProvider
 import org.apache.ambari.server.controller.internal.StackDependencyResourceProvider;
 import org.apache.ambari.server.controller.internal.UserPrivilegeResourceProvider;
 import org.apache.ambari.server.controller.internal.ViewPermissionResourceProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.utilities.DatabaseChecker;
 import org.apache.ambari.server.orm.GuiceJpaInitializer;
 import org.apache.ambari.server.orm.PersistenceType;
@@ -649,7 +650,7 @@ public class AmbariServer {
     StageUtils.setGson(injector.getInstance(Gson.class));
     StageUtils.setTopologyManager(injector.getInstance(TopologyManager.class));
     WorkflowJsonService.setDBProperties(
-        injector.getInstance(Configuration.class));
+      injector.getInstance(Configuration.class));
     SecurityFilter.init(injector.getInstance(Configuration.class));
     StackDefinedPropertyProvider.init(injector);
     AbstractControllerResourceProvider.init(injector.getInstance(ResourceProviderFactory.class));

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/ControllerModule.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/ControllerModule.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/ControllerModule.java
index e048ec5..a40fae6 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/ControllerModule.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/ControllerModule.java
@@ -68,6 +68,8 @@ import org.apache.ambari.server.controller.internal.HostResourceProvider;
 import org.apache.ambari.server.controller.internal.MemberResourceProvider;
 import org.apache.ambari.server.controller.internal.RepositoryVersionResourceProvider;
 import org.apache.ambari.server.controller.internal.ServiceResourceProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheEntryFactory;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.ResourceProvider;
 import org.apache.ambari.server.controller.utilities.DatabaseChecker;
 import org.apache.ambari.server.notifications.DispatchFactory;
@@ -329,6 +331,8 @@ public class ControllerModule extends AbstractModule {
     bind(ExecutionScheduler.class).to(ExecutionSchedulerImpl.class);
     bind(DBAccessor.class).to(DBAccessorImpl.class);
     bind(ViewInstanceHandlerList.class).to(AmbariHandlerList.class);
+    bind(TimelineMetricCacheProvider.class);
+    bind(TimelineMetricCacheEntryFactory.class);
 
     requestStaticInjection(ExecutionCommandWrapper.class);
     requestStaticInjection(DatabaseChecker.class);

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/AbstractProviderModule.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/AbstractProviderModule.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/AbstractProviderModule.java
index 380a0fe..6e3dcd5 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/AbstractProviderModule.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/AbstractProviderModule.java
@@ -34,6 +34,8 @@ import org.apache.ambari.server.controller.metrics.MetricHostProvider;
 import org.apache.ambari.server.controller.metrics.MetricsPropertyProvider;
 import org.apache.ambari.server.controller.metrics.MetricsReportPropertyProvider;
 import org.apache.ambari.server.controller.metrics.MetricsServiceProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheEntryFactory;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.NoSuchParentResourceException;
 import org.apache.ambari.server.controller.spi.NoSuchResourceException;
 import org.apache.ambari.server.controller.spi.Predicate;
@@ -164,6 +166,9 @@ public abstract class AbstractProviderModule implements ProviderModule,
   @Inject
   AmbariManagementController managementController;
 
+  @Inject
+  TimelineMetricCacheProvider metricCacheProvider;
+
   /**
    * The map of host components.
    */
@@ -200,6 +205,9 @@ public abstract class AbstractProviderModule implements ProviderModule,
     if (managementController == null) {
       managementController = AmbariServer.getController();
     }
+    if (metricCacheProvider == null) {
+      metricCacheProvider = managementController.getTimelineMetricCacheProvider();
+    }
   }
 
 
@@ -884,7 +892,8 @@ public abstract class AbstractProviderModule implements ProviderModule,
 
     return MetricsReportPropertyProvider.createInstance(
       PropertyHelper.getMetricPropertyIds(type), streamProvider,
-      configuration, hostProvider, serviceProvider, clusterNamePropertyId);
+      configuration, metricCacheProvider, hostProvider, serviceProvider,
+      clusterNamePropertyId);
   }
 
   /**
@@ -899,7 +908,7 @@ public abstract class AbstractProviderModule implements ProviderModule,
                                                              String hostNamePropertyId) {
     return MetricsPropertyProvider.createInstance(type,
       PropertyHelper.getMetricPropertyIds(type), streamProvider, configuration,
-      hostProvider, serviceProvider, clusterNamePropertyId,
+      metricCacheProvider, hostProvider, serviceProvider, clusterNamePropertyId,
       hostNamePropertyId, null);
   }
 
@@ -915,7 +924,8 @@ public abstract class AbstractProviderModule implements ProviderModule,
                                                                   String componentNamePropertyId) {
     return MetricsPropertyProvider.createInstance(type,
       PropertyHelper.getMetricPropertyIds(type), streamProvider, configuration,
-      hostProvider, serviceProvider, clusterNamePropertyId, null,
+      metricCacheProvider, hostProvider, serviceProvider,
+      clusterNamePropertyId, null,
       componentNamePropertyId);
   }
 
@@ -934,8 +944,8 @@ public abstract class AbstractProviderModule implements ProviderModule,
 
     return MetricsPropertyProvider.createInstance(type,
       PropertyHelper.getMetricPropertyIds(type), streamProvider, configuration,
-      hostProvider, serviceProvider, clusterNamePropertyId, hostNamePropertyId,
-      componentNamePropertyId);
+      metricCacheProvider, hostProvider, serviceProvider, clusterNamePropertyId,
+      hostNamePropertyId, componentNamePropertyId);
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProvider.java
index 3a6d30b..d0d597e 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProvider.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/StackDefinedPropertyProvider.java
@@ -26,6 +26,7 @@ import org.apache.ambari.server.controller.jmx.JMXPropertyProvider;
 import org.apache.ambari.server.controller.metrics.MetricHostProvider;
 import org.apache.ambari.server.controller.metrics.MetricsPropertyProvider;
 import org.apache.ambari.server.controller.metrics.MetricsServiceProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Predicate;
 import org.apache.ambari.server.controller.spi.PropertyProvider;
 import org.apache.ambari.server.controller.spi.Request;
@@ -81,6 +82,7 @@ public class StackDefinedPropertyProvider implements PropertyProvider {
   private final MetricHostProvider metricHostProvider;
   private final MetricsServiceProvider metricsServiceProvider;
   private MetricsService metricsService = MetricsService.GANGLIA;
+  private TimelineMetricCacheProvider cacheProvider;
 
   /**
    * PropertyHelper/AbstractPropertyProvider expect map of maps,
@@ -126,6 +128,7 @@ public class StackDefinedPropertyProvider implements PropertyProvider {
     this.streamProvider = streamProvider;
     defaultJmx = defaultJmxPropertyProvider;
     defaultGanglia = defaultGangliaPropertyProvider;
+    cacheProvider = injector.getInstance(TimelineMetricCacheProvider.class);
   }
 
 
@@ -147,6 +150,7 @@ public class StackDefinedPropertyProvider implements PropertyProvider {
       jmxStatePropertyId, defaultJmxPropertyProvider, defaultGangliaPropertyProvider);
 
     this.metricsService = metricsService;
+    cacheProvider = injector.getInstance(TimelineMetricCacheProvider.class);
   }
 
 
@@ -201,7 +205,9 @@ public class StackDefinedPropertyProvider implements PropertyProvider {
       if (gangliaMap.size() > 0) {
         PropertyProvider propertyProvider =
           MetricsPropertyProvider.createInstance(type, gangliaMap,
-            streamProvider, sslConfig, metricHostProvider,
+            streamProvider, sslConfig,
+            cacheProvider,
+            metricHostProvider,
             metricsServiceProvider, clusterNamePropertyId,
             hostNamePropertyId, componentNamePropertyId);
 

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/TemporalInfoImpl.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/TemporalInfoImpl.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/TemporalInfoImpl.java
index 2ffe984..4083152 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/TemporalInfoImpl.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/internal/TemporalInfoImpl.java
@@ -20,6 +20,8 @@ package org.apache.ambari.server.controller.internal;
 
 import org.apache.ambari.server.controller.spi.TemporalInfo;
 
+import java.util.Date;
+
 /**
 * Temporal query data.
 */
@@ -74,6 +76,15 @@ public class TemporalInfoImpl implements TemporalInfo {
   }
 
   @Override
+  public String toString() {
+    return "TemporalInfoImpl{" +
+      "m_startTime = " + new Date(getStartTimeMillis()) +
+      ", m_endTime = " + new Date(getEndTimeMillis()) +
+      ", m_step = " + m_step +
+      '}';
+  }
+
+  @Override
   public boolean equals(Object o) {
     if (this == o) return true;
     if (o == null || getClass() != o.getClass()) return false;
@@ -82,7 +93,6 @@ public class TemporalInfoImpl implements TemporalInfo {
     return m_endTime == that.m_endTime &&
            m_startTime == that.m_startTime &&
            m_step == that.m_step;
-
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPaddingMethod.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPaddingMethod.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPaddingMethod.java
index 32d214d..522c0bd 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPaddingMethod.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPaddingMethod.java
@@ -20,6 +20,7 @@ package org.apache.ambari.server.controller.metrics;
 import org.apache.ambari.server.controller.spi.TemporalInfo;
 import org.apache.hadoop.metrics2.sink.timeline.TimelineMetric;
 import java.util.Iterator;
+import java.util.Map;
 import java.util.TreeMap;
 
 public class MetricsPaddingMethod {
@@ -51,8 +52,15 @@ public class MetricsPaddingMethod {
       return;
     }
 
-    // TODO: JSON dser returns LinkedHashMap that is not Navigable
-    TreeMap<Long, Double> values = new TreeMap<Long, Double>(metric.getMetricValues());
+    TreeMap<Long, Double> values;
+    Map<Long, Double> metricValuesMap = metric.getMetricValues();
+    if (metricValuesMap instanceof TreeMap) {
+      values = (TreeMap<Long, Double>) metricValuesMap;
+    }
+    else {
+      // JSON dser returns LinkedHashMap that is not Navigable
+      values = new TreeMap<Long, Double>(metricValuesMap);
+    }
 
     long dataInterval = getTimelineMetricInterval(values);
 

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProvider.java
index 9fa9ca4..ad35444 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProvider.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProvider.java
@@ -20,6 +20,7 @@ package org.apache.ambari.server.controller.metrics;
 import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
 import org.apache.ambari.server.controller.internal.AbstractPropertyProvider;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Predicate;
 import org.apache.ambari.server.controller.spi.Request;
 import org.apache.ambari.server.controller.spi.Resource;
@@ -81,6 +82,7 @@ public abstract class MetricsPropertyProvider extends AbstractPropertyProvider {
         Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
         StreamProvider streamProvider,
         ComponentSSLConfiguration configuration,
+        TimelineMetricCacheProvider cacheProvider,
         MetricHostProvider hostProvider,
         MetricsServiceProvider serviceProvider,
         String clusterNamePropertyId,
@@ -93,6 +95,7 @@ public abstract class MetricsPropertyProvider extends AbstractPropertyProvider {
         componentPropertyInfoMap,
         streamProvider,
         configuration,
+        cacheProvider,
         hostProvider,
         serviceProvider,
         clusterNamePropertyId,

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProviderProxy.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProviderProxy.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProviderProxy.java
index 57a8e7d..fb74fab 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProviderProxy.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsPropertyProviderProxy.java
@@ -28,6 +28,7 @@ import org.apache.ambari.server.controller.metrics.timeline.AMSComponentProperty
 import org.apache.ambari.server.controller.metrics.timeline.AMSHostComponentPropertyProvider;
 import org.apache.ambari.server.controller.metrics.timeline.AMSHostPropertyProvider;
 import org.apache.ambari.server.controller.metrics.timeline.AMSPropertyProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Predicate;
 import org.apache.ambari.server.controller.spi.Request;
 import org.apache.ambari.server.controller.spi.Resource;
@@ -46,12 +47,14 @@ public class MetricsPropertyProviderProxy extends AbstractPropertyProvider {
   private final MetricsServiceProvider metricsServiceProvider;
   private AMSPropertyProvider amsPropertyProvider;
   private GangliaPropertyProvider gangliaPropertyProvider;
+  private TimelineMetricCacheProvider cacheProvider;
 
   public MetricsPropertyProviderProxy(
     InternalType type,
     Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
     StreamProvider streamProvider,
     ComponentSSLConfiguration configuration,
+    TimelineMetricCacheProvider cacheProvider,
     MetricHostProvider hostProvider,
     MetricsServiceProvider serviceProvider,
     String clusterNamePropertyId,
@@ -60,6 +63,7 @@ public class MetricsPropertyProviderProxy extends AbstractPropertyProvider {
 
     super(componentPropertyInfoMap);
     this.metricsServiceProvider = serviceProvider;
+    this.cacheProvider = cacheProvider;
 
     switch (type) {
       case Host:
@@ -108,6 +112,7 @@ public class MetricsPropertyProviderProxy extends AbstractPropertyProvider {
     this.amsPropertyProvider = new AMSHostPropertyProvider(componentPropertyInfoMap,
                                             streamProvider,
                                             configuration,
+                                            cacheProvider,
                                             hostProvider,
                                             clusterNamePropertyId,
                                             hostNamePropertyId);
@@ -132,6 +137,7 @@ public class MetricsPropertyProviderProxy extends AbstractPropertyProvider {
                                             componentPropertyInfoMap,
                                             streamProvider,
                                             configuration,
+                                            cacheProvider,
                                             hostProvider,
                                             clusterNamePropertyId,
                                             hostNamePropertyId,
@@ -158,6 +164,7 @@ public class MetricsPropertyProviderProxy extends AbstractPropertyProvider {
                                             componentPropertyInfoMap,
                                             streamProvider,
                                             configuration,
+                                            cacheProvider,
                                             hostProvider,
                                             clusterNamePropertyId,
                                             componentNamePropertyId);

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProvider.java
index 5399436..54857cc 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProvider.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProvider.java
@@ -20,6 +20,7 @@ package org.apache.ambari.server.controller.metrics;
 import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
 import org.apache.ambari.server.controller.internal.AbstractPropertyProvider;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.utilities.StreamProvider;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -63,6 +64,7 @@ public abstract class MetricsReportPropertyProvider extends AbstractPropertyProv
           Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
           StreamProvider streamProvider,
           ComponentSSLConfiguration configuration,
+          TimelineMetricCacheProvider cacheProvider,
           MetricHostProvider hostProvider,
           MetricsServiceProvider serviceProvider,
           String clusterNamePropertyId) {
@@ -70,6 +72,7 @@ public abstract class MetricsReportPropertyProvider extends AbstractPropertyProv
     return new MetricsReportPropertyProviderProxy(componentPropertyInfoMap,
                                                   streamProvider,
                                                   configuration,
+                                                  cacheProvider,
                                                   hostProvider,
                                                   serviceProvider,
                                                   clusterNamePropertyId);

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProviderProxy.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProviderProxy.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProviderProxy.java
index a92cb37..9b23686 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProviderProxy.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/MetricsReportPropertyProviderProxy.java
@@ -22,6 +22,7 @@ import org.apache.ambari.server.controller.internal.AbstractPropertyProvider;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
 import org.apache.ambari.server.controller.metrics.ganglia.GangliaReportPropertyProvider;
 import org.apache.ambari.server.controller.metrics.timeline.AMSReportPropertyProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Predicate;
 import org.apache.ambari.server.controller.spi.Request;
 import org.apache.ambari.server.controller.spi.Resource;
@@ -39,11 +40,13 @@ public class MetricsReportPropertyProviderProxy extends AbstractPropertyProvider
   private MetricsReportPropertyProvider amsMetricsReportProvider;
   private MetricsReportPropertyProvider gangliaMetricsReportProvider;
   private final MetricsServiceProvider metricsServiceProvider;
+  private TimelineMetricCacheProvider cacheProvider;
 
   public MetricsReportPropertyProviderProxy(
     Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
     StreamProvider streamProvider,
     ComponentSSLConfiguration configuration,
+    TimelineMetricCacheProvider cacheProvider,
     MetricHostProvider hostProvider,
     MetricsServiceProvider serviceProvider,
     String clusterNamePropertyId) {
@@ -51,6 +54,7 @@ public class MetricsReportPropertyProviderProxy extends AbstractPropertyProvider
 
     super(componentPropertyInfoMap);
     this.metricsServiceProvider = serviceProvider;
+    this.cacheProvider = cacheProvider;
 
     createReportPropertyProviders(componentPropertyInfoMap,
       streamProvider,
@@ -69,6 +73,7 @@ public class MetricsReportPropertyProviderProxy extends AbstractPropertyProvider
       componentPropertyInfoMap,
       streamProvider,
       configuration,
+      cacheProvider,
       hostProvider,
       clusterNamePropertyId);
 

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSComponentPropertyProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSComponentPropertyProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSComponentPropertyProvider.java
index d5f415a..cc0219c 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSComponentPropertyProvider.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSComponentPropertyProvider.java
@@ -20,6 +20,7 @@ package org.apache.ambari.server.controller.metrics.timeline;
 import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
 import org.apache.ambari.server.controller.metrics.MetricHostProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Resource;
 import org.apache.ambari.server.controller.utilities.StreamProvider;
 
@@ -30,12 +31,13 @@ public class AMSComponentPropertyProvider extends AMSPropertyProvider {
   public AMSComponentPropertyProvider(Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
                                           StreamProvider streamProvider,
                                           ComponentSSLConfiguration configuration,
+                                          TimelineMetricCacheProvider cacheProvider,
                                           MetricHostProvider hostProvider,
                                           String clusterNamePropertyId,
                                           String componentNamePropertyId) {
 
-    super(componentPropertyInfoMap, streamProvider, configuration, hostProvider,
-      clusterNamePropertyId, null, componentNamePropertyId);
+    super(componentPropertyInfoMap, streamProvider, configuration,
+      cacheProvider, hostProvider, clusterNamePropertyId, null, componentNamePropertyId);
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostComponentPropertyProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostComponentPropertyProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostComponentPropertyProvider.java
index 8ee2acb..0e71049 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostComponentPropertyProvider.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostComponentPropertyProvider.java
@@ -20,6 +20,7 @@ package org.apache.ambari.server.controller.metrics.timeline;
 import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
 import org.apache.ambari.server.controller.metrics.MetricHostProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Resource;
 import org.apache.ambari.server.controller.utilities.StreamProvider;
 import java.util.Map;
@@ -29,13 +30,15 @@ public class AMSHostComponentPropertyProvider extends AMSPropertyProvider {
   public AMSHostComponentPropertyProvider(Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
                                  StreamProvider streamProvider,
                                  ComponentSSLConfiguration configuration,
+                                 TimelineMetricCacheProvider cacheProvider,
                                  MetricHostProvider hostProvider,
                                  String clusterNamePropertyId,
                                  String hostNamePropertyId,
                                  String componentNamePropertyId) {
 
-    super(componentPropertyInfoMap, streamProvider, configuration, hostProvider,
-      clusterNamePropertyId, hostNamePropertyId, componentNamePropertyId);
+    super(componentPropertyInfoMap, streamProvider, configuration,
+      cacheProvider, hostProvider, clusterNamePropertyId, hostNamePropertyId,
+      componentNamePropertyId);
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostPropertyProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostPropertyProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostPropertyProvider.java
index ca9d685..85e016f 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostPropertyProvider.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSHostPropertyProvider.java
@@ -20,6 +20,7 @@ package org.apache.ambari.server.controller.metrics.timeline;
 import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
 import org.apache.ambari.server.controller.metrics.MetricHostProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Resource;
 import org.apache.ambari.server.controller.utilities.StreamProvider;
 
@@ -30,12 +31,13 @@ public class AMSHostPropertyProvider extends AMSPropertyProvider {
   public AMSHostPropertyProvider(Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
                                  StreamProvider streamProvider,
                                  ComponentSSLConfiguration configuration,
+                                 TimelineMetricCacheProvider cacheProvider,
                                  MetricHostProvider hostProvider,
                                  String clusterNamePropertyId,
                                  String hostNamePropertyId) {
 
-    super(componentPropertyInfoMap, streamProvider, configuration, hostProvider,
-      clusterNamePropertyId, hostNamePropertyId, null);
+    super(componentPropertyInfoMap, streamProvider, configuration,
+      cacheProvider, hostProvider, clusterNamePropertyId, hostNamePropertyId, null);
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProvider.java
index 6667134..55b7349 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProvider.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSPropertyProvider.java
@@ -17,6 +17,7 @@
  */
 package org.apache.ambari.server.controller.metrics.timeline;
 
+import com.google.common.collect.Sets;
 import org.apache.ambari.server.api.services.AmbariMetaInfo;
 import org.apache.ambari.server.configuration.ComponentSSLConfiguration;
 import org.apache.ambari.server.controller.AmbariManagementController;
@@ -24,6 +25,9 @@ import org.apache.ambari.server.controller.AmbariServer;
 import org.apache.ambari.server.controller.internal.PropertyInfo;
 import org.apache.ambari.server.controller.metrics.MetricHostProvider;
 import org.apache.ambari.server.controller.metrics.MetricsPropertyProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineAppMetricCacheKey;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCache;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Request;
 import org.apache.ambari.server.controller.spi.Resource;
 import org.apache.ambari.server.controller.spi.SystemException;
@@ -35,13 +39,8 @@ import org.apache.commons.lang.StringUtils;
 import org.apache.hadoop.metrics2.sink.timeline.TimelineMetric;
 import org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics;
 import org.apache.http.client.utils.URIBuilder;
-import org.codehaus.jackson.map.AnnotationIntrospector;
-import org.codehaus.jackson.map.ObjectMapper;
-import org.codehaus.jackson.map.ObjectReader;
-import org.codehaus.jackson.xc.JaxbAnnotationIntrospector;
-import java.io.BufferedReader;
+
 import java.io.IOException;
-import java.io.InputStreamReader;
 import java.net.SocketTimeoutException;
 import java.util.Collection;
 import java.util.Collections;
@@ -51,33 +50,28 @@ import java.util.LinkedList;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
+import java.util.TreeMap;
+import java.util.concurrent.atomic.AtomicInteger;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
+
 import static org.apache.ambari.server.Role.HBASE_MASTER;
 import static org.apache.ambari.server.Role.HBASE_REGIONSERVER;
 import static org.apache.ambari.server.Role.METRICS_COLLECTOR;
 import static org.apache.ambari.server.controller.metrics.MetricsPaddingMethod.ZERO_PADDING_PARAM;
 import static org.apache.ambari.server.controller.metrics.MetricsServiceProvider.MetricsService.TIMELINE_METRICS;
-import static org.codehaus.jackson.map.annotate.JsonSerialize.Inclusion;
 
 public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
-  private static ObjectMapper mapper;
-  private final static ObjectReader timelineObjectReader;
   private static final String METRIC_REGEXP_PATTERN = "\\([^)]*\\)";
   private static final int COLLECTOR_DEFAULT_PORT = 6188;
-
-  static {
-    mapper = new ObjectMapper();
-    AnnotationIntrospector introspector = new JaxbAnnotationIntrospector();
-    mapper.setAnnotationIntrospector(introspector);
-    //noinspection deprecation
-    mapper.getSerializationConfig().setSerializationInclusion(Inclusion.NON_NULL);
-    timelineObjectReader = mapper.reader(TimelineMetrics.class);
-  }
+  private final TimelineMetricCache metricCache;
+  private static AtomicInteger printSkipPopulateMsgHostCounter = new AtomicInteger(0);
+  private static AtomicInteger printSkipPopulateMsgHostCompCounter = new AtomicInteger(0);
 
   public AMSPropertyProvider(Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
                              StreamProvider streamProvider,
                              ComponentSSLConfiguration configuration,
+                             TimelineMetricCacheProvider cacheProvider,
                              MetricHostProvider hostProvider,
                              String clusterNamePropertyId,
                              String hostNamePropertyId,
@@ -86,6 +80,8 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
     super(componentPropertyInfoMap, streamProvider, configuration,
       hostProvider, clusterNamePropertyId, hostNamePropertyId,
       componentNamePropertyId);
+
+    this.metricCache = cacheProvider.getTimelineMetricsCache();
   }
 
   protected String getOverridenComponentName(Resource resource) {
@@ -121,6 +117,9 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
     private final Map<String, Set<Resource>> resources = new HashMap<String, Set<Resource>>();
     private final Map<String, Set<String>> metrics = new HashMap<String, Set<String>>();
     private final URIBuilder uriBuilder;
+    Set<String> resolvedMetricsParams;
+    MetricsRequestHelper requestHelper = new MetricsRequestHelper(streamProvider);
+
     // Metrics with amsHostMetric = true
     // Basically a host metric to be returned for a hostcomponent
     private final Set<String> hostComponentHostMetrics = new HashSet<String>();
@@ -162,45 +161,22 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
       }
     }
 
-    private TimelineMetrics getTimelineMetricsForSpec(String spec) {
-      TimelineMetrics timelineMetrics = null;
-
-      LOG.debug("Metrics request url = " + spec);
-      BufferedReader reader = null;
-      try {
-        reader = new BufferedReader(new InputStreamReader(streamProvider.readFrom(spec)));
-        timelineMetrics = timelineObjectReader.readValue(reader);
-        LOG.debug("Timeline metrics response => " + timelineMetrics);
-
-      } catch (IOException io) {
-        String errorMsg = "Error getting timeline metrics.";
-        if (LOG.isDebugEnabled()) {
-          LOG.error(errorMsg, io);
-        } else {
-          if (io instanceof SocketTimeoutException) {
-            errorMsg += " Can not connect to collector, socket error.";
-          }
-          LOG.error(errorMsg);
-        }
-      } finally {
-        if (reader != null) {
-          try {
-            reader.close();
-          } catch (IOException e) {
-            if (LOG.isWarnEnabled()) {
-              if (LOG.isDebugEnabled()) {
-                LOG.warn("Unable to close http input stream : spec=" + spec, e);
-              } else {
-                LOG.warn("Unable to close http input stream : spec=" + spec);
-              }
-            }
-          }
-        }
+    private TimelineMetrics getTimelineMetricsFromCache(TimelineAppMetricCacheKey metricCacheKey,
+          String componentName) throws IOException {
+      // Cache only the component level metrics
+      // No point in time metrics are cached
+      if (metricCache != null
+          && !StringUtils.isEmpty(componentName)
+          && !componentName.equalsIgnoreCase("HOST")
+          && metricCacheKey.getTemporalInfo() != null) {
+        return metricCache.getAppTimelineMetricsFromCache(metricCacheKey);
       }
 
-      return timelineMetrics;
+      return requestHelper.fetchTimelineMetrics(metricCacheKey.getSpec());
     }
 
+
+
     /**
      * Populate the associated resources by making a call to the Metrics
      * service.
@@ -208,6 +184,7 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
      * @return a collection of populated resources
      * @throws SystemException if unable to populate the resources
      */
+    @SuppressWarnings("unchecked")
     public Collection<Resource> populateResources() throws SystemException {
       // No open ended query support.
       if (temporalInfo != null && (temporalInfo.getStartTime() == null
@@ -219,27 +196,62 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
         String componentName = resourceEntry.getKey();
         Set<Resource> resourceSet = resourceEntry.getValue();
 
-          TimelineMetrics timelineMetrics;
-          // Allow for multiple requests since host metrics for a
-          // hostcomponent need the HOST appId
-          if (hostComponentHostMetrics.isEmpty()) { //HOST
-            String spec = getSpec(componentName);
-            timelineMetrics = getTimelineMetricsForSpec(spec);
-          } else {
-            Set<String> specs = getSpecsForHostComponentMetrics(componentName);
-            timelineMetrics = new TimelineMetrics();
-            for (String spec : specs) {
-              if (!StringUtils.isEmpty(spec)) {
-                TimelineMetrics metrics = getTimelineMetricsForSpec(spec);
-                if (metrics != null) {
-                  timelineMetrics.getMetrics().addAll(metrics.getMetrics());
-                }
-              }
+        TimelineMetrics timelineMetrics = new TimelineMetrics();
+
+        Set<String> nonHostComponentMetrics = new HashSet<String>(metrics.keySet());
+        nonHostComponentMetrics.removeAll(hostComponentHostMetrics);
+        String hostnames = getHostnames(resources.get(componentName));
+
+        // Allow for multiple requests since host metrics for a
+        // hostcomponent need the HOST appId
+        if (!hostComponentHostMetrics.isEmpty()) {
+          String hostComponentHostMetricParams = getSetString(processRegexps(hostComponentHostMetrics), -1);
+          setQueryParams(hostComponentHostMetricParams, hostnames, true, componentName);
+          TimelineMetrics metricsResponse = null;
+          try {
+            metricsResponse = getTimelineMetricsFromCache(
+              getTimelineAppMetricCacheKey(hostComponentHostMetrics,
+                componentName, uriBuilder.toString()), componentName);
+          } catch (IOException e) {
+            if (LOG.isDebugEnabled()) {
+              LOG.debug("Caught exception fetching metric data.", e);
             }
+            // Skip further queries to preempt long calls due to timeout
+            if (e instanceof SocketTimeoutException) {
+              return Collections.emptySet();
+            }
+          }
+          if (metricsResponse != null) {
+            timelineMetrics.getMetrics().addAll(metricsResponse.getMetrics());
           }
+        }
+
+        if (!nonHostComponentMetrics.isEmpty()) {
+          String nonHostComponentHostMetricParams = getSetString(processRegexps(nonHostComponentMetrics), -1);
+          setQueryParams(nonHostComponentHostMetricParams, hostnames, false, componentName);
+          TimelineMetrics metricsResponse = null;
+          try {
+            metricsResponse = getTimelineMetricsFromCache(
+              getTimelineAppMetricCacheKey(nonHostComponentMetrics,
+                componentName, uriBuilder.toString()), componentName);
+          } catch (IOException e) {
+            if (LOG.isDebugEnabled()) {
+              LOG.debug("Caught exception fetching metric data.", e);
+            }
+            // Skip further queries to preempt long calls due to timeout
+            if (e instanceof SocketTimeoutException) {
+              return Collections.emptySet();
+            }
+          }
+          if (metricsResponse != null) {
+            timelineMetrics.getMetrics().addAll(metricsResponse.getMetrics());
+          }
+        }
+
         Map<String, Set<TimelineMetric>> metricsMap = new HashMap<String, Set<TimelineMetric>>();
         Set<String> patterns = createPatterns(metrics.keySet());
-        if (timelineMetrics != null) {
+
+        if (!timelineMetrics.getMetrics().isEmpty()) {
           for (TimelineMetric metric : timelineMetrics.getMetrics()) {
             if (metric.getMetricName() != null
                 && metric.getMetricValues() != null
@@ -255,9 +267,11 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
             String hostname = getHostName(resource);
             if (metricsMap.containsKey(hostname)) {
               for (TimelineMetric metric : metricsMap.get(hostname)) {
-                // Pad zeros or nulls if needed
-                metricsPaddingMethod.applyPaddingStrategy(metric, temporalInfo);
-                populateResource(resource, metric, temporalInfo);
+                // Pad zeros or nulls if needed to a clone so we do not cache
+                // padded values
+                TimelineMetric timelineMetricClone = new TimelineMetric(metric);
+                metricsPaddingMethod.applyPaddingStrategy(timelineMetricClone, temporalInfo);
+                populateResource(resource, timelineMetricClone, temporalInfo);
               }
             }
           }
@@ -267,38 +281,14 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
       return Collections.emptySet();
     }
 
-    /**
-     * Return separate specs for : host component metrics and host component
-     * host metrics.
-     * @return @Set Urls
-     */
-    private Set<String> getSpecsForHostComponentMetrics(String componentName) {
-      Set<String> nonHostComponentMetrics = new HashSet<String>(metrics.keySet());
-      nonHostComponentMetrics.removeAll(hostComponentHostMetrics);
-
-      Set<String> specs = new HashSet<String>();
-      String hostnames = getHostnames(resources.get(componentName));
-      if (!hostComponentHostMetrics.isEmpty()) {
-        String hostComponentHostMetricParams = getSetString(processRegexps(hostComponentHostMetrics), -1);
-        setQueryParams(hostComponentHostMetricParams, hostnames, true, componentName);
-        specs.add(uriBuilder.toString());
-      }
-
-      if (!nonHostComponentMetrics.isEmpty()) {
-        String nonHostComponentHostMetricParams = getSetString(processRegexps(nonHostComponentMetrics), -1);
-        setQueryParams(nonHostComponentHostMetricParams, hostnames, false, componentName);
-        specs.add(uriBuilder.toString());
-      }
-      return specs;
-    }
-
-    private void setQueryParams(String metricsParam,
-                                String hostname, boolean isHostMetric, String componentName) {
+    private void setQueryParams(String metricsParam, String hostname,
+                                boolean isHostMetric, String componentName) {
       // Reuse uriBuilder
       uriBuilder.removeQuery();
 
       if (metricsParam.length() > 0) {
         uriBuilder.setParameter("metricNames", metricsParam);
+        resolvedMetricsParams = Sets.newHashSet(metricsParam.split(","));
       }
 
       if (hostname != null && !hostname.isEmpty()) {
@@ -309,7 +299,7 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
         uriBuilder.setParameter("appId", "HOST");
       } else {
         if (componentName != null && !componentName.isEmpty()
-          && !componentName.equalsIgnoreCase("HOST")) {
+            && !componentName.equalsIgnoreCase("HOST")) {
           StackId stackId;
           try {
             AmbariManagementController managementController = AmbariServer.getController();
@@ -344,14 +334,6 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
       }
     }
 
-    private String getSpec(String componentName) {
-      String metricsParam = getSetString(processRegexps(metrics.keySet()), -1);
-      String hostnames = getHostnames(resources.get(componentName));
-      setQueryParams(metricsParam, hostnames, false, componentName);
-
-      return uriBuilder.toString();
-    }
-
     private Set<String> createPatterns(Set<String> rawNames) {
       Pattern pattern = Pattern.compile(METRIC_REGEXP_PATTERN);
       Set<String> result = new HashSet<String>();
@@ -432,6 +414,22 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
         }
       }
     }
+
+    // Called when host component metrics are present
+    private TimelineAppMetricCacheKey getTimelineAppMetricCacheKey(Set<String> metrics,
+        String componentName, String spec) {
+
+      TimelineAppMetricCacheKey metricCacheKey =
+        new TimelineAppMetricCacheKey(metrics, componentName, temporalInfo);
+
+      // Set Uri on the cache key so the only job of the cache update is
+      // tweaking the params. Note: Passing UriBuilder reference is unsafe
+      // due to reuse. Also, the Uri can only be constructed with a resource
+      // request which ties it to the cluster.
+      metricCacheKey.setSpec(spec);
+
+      return metricCacheKey;
+    }
   }
 
   private String getHostnames(Set<Resource> resources) {
@@ -496,6 +494,14 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
     return super.getComponentMetrics();
   }
 
+  /**
+   * Return a set of @MetricsRequest object for each cluster.
+   *
+   * @param resources Set of resources asked to populate
+   * @param request Original Request object used to check properties
+   * @param ids Property ids to populate on the resource
+   * @throws SystemException
+   */
   private Map<String, Map<TemporalInfo, MetricsRequest>> getMetricsRequests(
               Set<Resource> resources, Request request, Set<String> ids) throws SystemException {
 
@@ -515,17 +521,31 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
 
       // Check liveliness of host
       if (!hostProvider.isCollectorHostLive(clusterName, TIMELINE_METRICS)) {
-        LOG.info("METRICS_COLLECTOR host is not live. Skip populating " +
-            "resources with metrics.");
+        if (printSkipPopulateMsgHostCounter.getAndIncrement() == 0) {
+          LOG.info("METRICS_COLLECTOR host is not live. Skip populating " +
+            "resources with metrics, next message will be logged after 1000 " +
+            "attempts.");
+        } else {
+          printSkipPopulateMsgHostCounter.compareAndSet(1000, 0);
+        }
         continue;
       }
+      // reset
+      printSkipPopulateMsgHostCounter.set(0);
 
       // Check liveliness of Collector
       if (!hostProvider.isCollectorComponentLive(clusterName, TIMELINE_METRICS)) {
-        LOG.info("METRICS_COLLECTOR is not live. Skip populating resources" +
-            " with metrics.");
+        if (printSkipPopulateMsgHostCompCounter.getAndIncrement() == 0) {
+          LOG.info("METRICS_COLLECTOR is not live. Skip populating resources " +
+            "with metrics., next message will be logged after 1000 " +
+            "attempts.");
+        } else {
+          printSkipPopulateMsgHostCompCounter.compareAndSet(1000, 0);
+        }
         continue;
       }
+      // reset
+      printSkipPopulateMsgHostCompCounter.set(0);
 
       Map<TemporalInfo, MetricsRequest> requests = requestMap.get(clusterName);
       if (requests == null) {
@@ -568,7 +588,7 @@ public abstract class AMSPropertyProvider extends MetricsPropertyProvider {
               metricsRequest = new MetricsRequest(temporalInfo,
                 getAMSUriBuilder(collectorHostName,
                   collectorPort != null ? Integer.parseInt(collectorPort) : COLLECTOR_DEFAULT_PORT),
-                 (String) resource.getPropertyValue(clusterNamePropertyId));
+                  (String) resource.getPropertyValue(clusterNamePropertyId));
               requests.put(temporalInfo, metricsRequest);
             }
             metricsRequest.putResource(getComponentName(resource), resource);

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProvider.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProvider.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProvider.java
index a095206..0605123 100644
--- a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProvider.java
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/AMSReportPropertyProvider.java
@@ -23,6 +23,9 @@ import org.apache.ambari.server.controller.metrics.MetricHostProvider;
 import org.apache.ambari.server.controller.metrics.MetricsPaddingMethod;
 import org.apache.ambari.server.controller.metrics.MetricsPropertyProvider;
 import org.apache.ambari.server.controller.metrics.MetricsReportPropertyProvider;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineAppMetricCacheKey;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCache;
+import org.apache.ambari.server.controller.metrics.timeline.cache.TimelineMetricCacheProvider;
 import org.apache.ambari.server.controller.spi.Predicate;
 import org.apache.ambari.server.controller.spi.Request;
 import org.apache.ambari.server.controller.spi.Resource;
@@ -33,49 +36,37 @@ import org.apache.ambari.server.controller.utilities.StreamProvider;
 import org.apache.hadoop.metrics2.sink.timeline.TimelineMetric;
 import org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics;
 import org.apache.http.client.utils.URIBuilder;
-import org.codehaus.jackson.map.AnnotationIntrospector;
-import org.codehaus.jackson.map.ObjectMapper;
-import org.codehaus.jackson.map.ObjectReader;
-import org.codehaus.jackson.map.annotate.JsonSerialize;
-import org.codehaus.jackson.xc.JaxbAnnotationIntrospector;
 
-import java.io.BufferedReader;
 import java.io.IOException;
-import java.io.InputStreamReader;
-import java.net.SocketTimeoutException;
-import java.util.Arrays;
 import java.util.HashMap;
 import java.util.HashSet;
-import java.util.List;
 import java.util.Map;
 import java.util.Set;
+import java.util.TreeMap;
+import java.util.concurrent.atomic.AtomicInteger;
 
 import static org.apache.ambari.server.controller.metrics.MetricsPaddingMethod.ZERO_PADDING_PARAM;
 import static org.apache.ambari.server.controller.metrics.MetricsServiceProvider.MetricsService.TIMELINE_METRICS;
-import static org.apache.ambari.server.controller.utilities.PropertyHelper.updateMetricsWithAggregateFunctionSupport;
 
 public class AMSReportPropertyProvider extends MetricsReportPropertyProvider {
-  private static ObjectMapper mapper;
-  private final static ObjectReader timelineObjectReader;
   private MetricsPaddingMethod metricsPaddingMethod;
-
-  static {
-    mapper = new ObjectMapper();
-    AnnotationIntrospector introspector = new JaxbAnnotationIntrospector();
-    mapper.setAnnotationIntrospector(introspector);
-    //noinspection deprecation
-    mapper.getSerializationConfig().setSerializationInclusion(JsonSerialize.Inclusion.NON_NULL);
-    timelineObjectReader = mapper.reader(TimelineMetrics.class);
-  }
+  private final TimelineMetricCache metricCache;
+  MetricsRequestHelper requestHelper;
+  private static AtomicInteger printSkipPopulateMsgHostCounter = new AtomicInteger(0);
+  private static AtomicInteger printSkipPopulateMsgHostCompCounter = new AtomicInteger(0);
 
   public AMSReportPropertyProvider(Map<String, Map<String, PropertyInfo>> componentPropertyInfoMap,
                                  StreamProvider streamProvider,
                                  ComponentSSLConfiguration configuration,
+                                 TimelineMetricCacheProvider cacheProvider,
                                  MetricHostProvider hostProvider,
                                  String clusterNamePropertyId) {
 
     super(componentPropertyInfoMap, streamProvider, configuration,
       hostProvider, clusterNamePropertyId);
+
+    this.metricCache = cacheProvider.getTimelineMetricsCache();
+    this.requestHelper = new MetricsRequestHelper(streamProvider);
   }
 
   /**
@@ -144,17 +135,33 @@ public class AMSReportPropertyProvider extends MetricsReportPropertyProvider {
 
     // Check liveliness of host
     if (!hostProvider.isCollectorHostLive(clusterName, TIMELINE_METRICS)) {
-      LOG.info("METRICS_COLLECTOR host is not live. Skip populating " +
-        "resources with metrics.");
+      if (printSkipPopulateMsgHostCounter.getAndIncrement() == 0) {
+        LOG.info("METRICS_COLLECTOR host is not live. Skip populating " +
+          "resources with metrics, next message will be logged after 1000 " +
+          "attempts.");
+      } else {
+        printSkipPopulateMsgHostCounter.compareAndSet(1000, 0);
+      }
+
       return true;
     }
+    // reset
+    printSkipPopulateMsgHostCompCounter.set(0);
 
     // Check liveliness of Collector
     if (!hostProvider.isCollectorComponentLive(clusterName, TIMELINE_METRICS)) {
-      LOG.info("METRICS_COLLECTOR is not live. Skip populating resources" +
-        " with metrics.");
+      if (printSkipPopulateMsgHostCompCounter.getAndIncrement() == 0) {
+        LOG.info("METRICS_COLLECTOR is not live. Skip populating resources" +
+          " with metrics, next message will be logged after 1000 " +
+          "attempts.");
+      } else {
+        printSkipPopulateMsgHostCompCounter.compareAndSet(1000, 0);
+      }
+
       return true;
     }
+    // reset
+    printSkipPopulateMsgHostCompCounter.set(0);
 
     setProperties(resource, clusterName, request, getRequestPropertyIds(request, predicate));
 
@@ -191,48 +198,34 @@ public class AMSReportPropertyProvider extends MetricsReportPropertyProvider {
         uriBuilder.setParameter("endTime", String.valueOf(endTime));
       }
 
-      BufferedReader reader = null;
-      String spec = uriBuilder.toString();
-      try {
-        LOG.debug("Metrics request url =" + spec);
-        reader = new BufferedReader(new InputStreamReader(streamProvider.readFrom(spec)));
+      TimelineAppMetricCacheKey metricCacheKey =
+        new TimelineAppMetricCacheKey(propertyIdMap.keySet(), "HOST", temporalInfo);
+
+      metricCacheKey.setSpec(uriBuilder.toString());
 
-        TimelineMetrics timelineMetrics = timelineObjectReader.readValue(reader);
-        LOG.debug("Timeline metrics response => " + timelineMetrics);
+      // Self populating cache updates itself on every get with latest results
+      TimelineMetrics timelineMetrics;
+      if (metricCache != null && metricCacheKey.getTemporalInfo() != null) {
+        timelineMetrics = metricCache.getAppTimelineMetricsFromCache(metricCacheKey);
+      } else {
+        try {
+          timelineMetrics = requestHelper.fetchTimelineMetrics(uriBuilder.toString());
+        } catch (IOException e) {
+          timelineMetrics = null;
+        }
+      }
 
+      if (timelineMetrics != null) {
         for (TimelineMetric metric : timelineMetrics.getMetrics()) {
           if (metric.getMetricName() != null && metric.getMetricValues() != null) {
-            // Pad zeros or nulls if needed
-            metricsPaddingMethod.applyPaddingStrategy(metric, temporalInfo);
+            // Pad zeros or nulls if needed to a clone so we do not cache
+            // padded values
+            TimelineMetric timelineMetricClone = new TimelineMetric(metric);
+            metricsPaddingMethod.applyPaddingStrategy(timelineMetricClone, temporalInfo);
 
             String propertyId = propertyIdMap.get(metric.getMetricName());
             if (propertyId != null) {
-              resource.setProperty(propertyId, getValue(metric, temporalInfo));
-            }
-          }
-        }
-
-      } catch (IOException io) {
-        String errorMsg = "Error getting timeline metrics.";
-        if (LOG.isDebugEnabled()) {
-          LOG.error(errorMsg, io);
-        } else {
-          if (io instanceof SocketTimeoutException) {
-            errorMsg += " Can not connect to collector, socket error.";
-          }
-          LOG.error(errorMsg);
-        }
-      } finally {
-        if (reader != null) {
-          try {
-            reader.close();
-          } catch (IOException e) {
-            if (LOG.isWarnEnabled()) {
-              if (LOG.isDebugEnabled()) {
-                LOG.warn("Unable to close http input steam : spec=" + spec, e);
-              } else {
-                LOG.warn("Unable to close http input steam : spec=" + spec);
-              }
+              resource.setProperty(propertyId, getValue(timelineMetricClone, temporalInfo));
             }
           }
         }

http://git-wip-us.apache.org/repos/asf/ambari/blob/b4ee1918/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/MetricsRequestHelper.java
----------------------------------------------------------------------
diff --git a/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/MetricsRequestHelper.java b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/MetricsRequestHelper.java
new file mode 100644
index 0000000..ca20e54
--- /dev/null
+++ b/ambari-server/src/main/java/org/apache/ambari/server/controller/metrics/timeline/MetricsRequestHelper.java
@@ -0,0 +1,108 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * 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 org.apache.ambari.server.controller.metrics.timeline;
+
+import org.apache.ambari.server.controller.utilities.StreamProvider;
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetric;
+import org.apache.hadoop.metrics2.sink.timeline.TimelineMetrics;
+import org.codehaus.jackson.map.AnnotationIntrospector;
+import org.codehaus.jackson.map.ObjectMapper;
+import org.codehaus.jackson.map.ObjectReader;
+import org.codehaus.jackson.map.annotate.JsonSerialize;
+import org.codehaus.jackson.xc.JaxbAnnotationIntrospector;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.net.SocketTimeoutException;
+import java.util.Date;
+import java.util.Map;
+
+/**
+ * Helper class to call AMS backend that is utilized by @AMSPropertyProvider
+ * and @AMSReportPropertyProvider as well as @TimelineMetricCacheEntryFactory
+ */
+public class MetricsRequestHelper {
+  private final static Logger LOG = LoggerFactory.getLogger(MetricsRequestHelper.class);
+  private final static ObjectMapper mapper;
+  private final static ObjectReader timelineObjectReader;
+  private final StreamProvider streamProvider;
+
+  static {
+    mapper = new ObjectMapper();
+    AnnotationIntrospector introspector = new JaxbAnnotationIntrospector();
+    mapper.setAnnotationIntrospector(introspector);
+    //noinspection deprecation
+    mapper.getSerializationConfig().setSerializationInclusion(JsonSerialize.Inclusion.NON_NULL);
+    timelineObjectReader = mapper.reader(TimelineMetrics.class);
+  }
+
+  public MetricsRequestHelper(StreamProvider streamProvider) {
+    this.streamProvider = streamProvider;
+  }
+
+  public TimelineMetrics fetchTimelineMetrics(String spec) throws IOException {
+    LOG.debug("Metrics request url = " + spec);
+    BufferedReader reader = null;
+    TimelineMetrics timelineMetrics = null;
+    try {
+      reader = new BufferedReader(new InputStreamReader(streamProvider.readFrom(spec)));
+      timelineMetrics = timelineObjectReader.readValue(reader);
+      if (LOG.isTraceEnabled()) {
+        for (TimelineMetric metric : timelineMetrics.getMetrics()) {
+          LOG.trace("metric: " + metric.getMetricName() +
+            ", size = " + metric.getMetricValues().size() +
+            ", host = " + metric.getHostName() +
+            ", app = " + metric.getAppId() +
+            ", instance = " + metric.getInstanceId() +
+            ", time = " + metric.getTimestamp() +
+            ", startTime = " + new Date(metric.getStartTime()));
+        }
+      }
+    } catch (IOException io) {
+      String errorMsg = "Error getting timeline metrics.";
+      if (LOG.isDebugEnabled()) {
+        LOG.error(errorMsg, io);
+      }
+
+      if (io instanceof SocketTimeoutException) {
+        errorMsg += " Can not connect to collector, socket error.";
+        LOG.error(errorMsg);
+        throw io;
+      }
+
+    } finally {
+      if (reader != null) {
+        try {
+          reader.close();
+        } catch (IOException e) {
+          if (LOG.isWarnEnabled()) {
+            if (LOG.isDebugEnabled()) {
+              LOG.warn("Unable to close http input stream : spec=" + spec, e);
+            } else {
+              LOG.warn("Unable to close http input stream : spec=" + spec);
+            }
+          }
+        }
+      }
+    }
+    return timelineMetrics;
+  }
+}