Make DataNodePeerMetrics#minOutlierDetectionSamples configurable (#1314). Contributed by Lisheng Sun.

Signed-off-by: sunlisheng <sunlisheng@xiaomi.com>

hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/DFSConfigKeys.java

@@ -579,6 +579,12 @@ public class DFSConfigKeys extends CommonConfigurationKeys {
   public static final String  DFS_DATANODE_PEER_STATS_ENABLED_KEY =
       "dfs.datanode.peer.stats.enabled";
   public static final boolean DFS_DATANODE_PEER_STATS_ENABLED_DEFAULT = false;
+  public static final String
+          DFS_DATANODE_PEER_METRICS_MIN_OUTLIER_DETECTION_SAMPLES_KEY =
+      "dfs.datanode.peer.metrics.min.outlier.detection.samples";
+  public static final long
+          DFS_DATANODE_PEER_METRICS_MIN_OUTLIER_DETECTION_SAMPLES_DEFAULT =
+      1000;
   public static final String  DFS_DATANODE_HOST_NAME_KEY =
       HdfsClientConfigKeys.DeprecatedKeys.DFS_DATANODE_HOST_NAME_KEY;
   public static final String  DFS_NAMENODE_CHECKPOINT_DIR_KEY =

hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/datanode/DataNode.java

@@ -1448,7 +1448,7 @@ public class DataNode extends ReconfigurableBase
 
     metrics = DataNodeMetrics.create(getConf(), getDisplayName());
     peerMetrics = dnConf.peerStatsEnabled ?
-        DataNodePeerMetrics.create(getDisplayName()) : null;
+        DataNodePeerMetrics.create(getDisplayName(), getConf()) : null;
     metrics.getJvmMetrics().setPauseMonitor(pauseMonitor);
 
     ecWorker = new ErasureCodingWorker(getConf(), this);

hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/datanode/metrics/DataNodePeerMetrics.java

@@ -19,9 +19,9 @@
 package org.apache.hadoop.hdfs.server.datanode.metrics;
 
 
-import com.google.common.annotations.VisibleForTesting;
 import org.apache.hadoop.classification.InterfaceAudience;
 import org.apache.hadoop.classification.InterfaceStability;
+import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.metrics2.MetricsJsonBuilder;
 import org.apache.hadoop.metrics2.lib.MutableRollingAverages;
 import org.slf4j.Logger;
@@ -30,6 +30,9 @@ import org.slf4j.LoggerFactory;
 import java.util.Map;
 import java.util.concurrent.ThreadLocalRandom;
 
+import static org.apache.hadoop.hdfs.DFSConfigKeys.DFS_DATANODE_PEER_METRICS_MIN_OUTLIER_DETECTION_SAMPLES_DEFAULT;
+import static org.apache.hadoop.hdfs.DFSConfigKeys.DFS_DATANODE_PEER_METRICS_MIN_OUTLIER_DETECTION_SAMPLES_KEY;
+
 /**
  * This class maintains DataNode peer metrics (e.g. numOps, AvgTime, etc.) for
  * various peer operations.
@@ -58,11 +61,13 @@ public class DataNodePeerMetrics {
    * for outlier detection. If the number of samples is below this then
    * outlier detection is skipped.
    */
-  @VisibleForTesting
+  private final long minOutlierDetectionSamples;
-  static final long MIN_OUTLIER_DETECTION_SAMPLES = 1000;
 
-  public DataNodePeerMetrics(final String name) {
+  public DataNodePeerMetrics(final String name, Configuration conf) {
     this.name = name;
+    minOutlierDetectionSamples = conf.getLong(
+        DFS_DATANODE_PEER_METRICS_MIN_OUTLIER_DETECTION_SAMPLES_KEY,
+        DFS_DATANODE_PEER_METRICS_MIN_OUTLIER_DETECTION_SAMPLES_DEFAULT);
     this.slowNodeDetector = new OutlierDetector(MIN_OUTLIER_DETECTION_NODES,
         LOW_THRESHOLD_MS);
     sendPacketDownstreamRollingAverages = new MutableRollingAverages("Time");
@@ -72,15 +77,19 @@ public class DataNodePeerMetrics {
     return name;
   }
 
+  long getMinOutlierDetectionSamples() {
+    return minOutlierDetectionSamples;
+  }
+
   /**
    * Creates an instance of DataNodePeerMetrics, used for registration.
    */
-  public static DataNodePeerMetrics create(String dnName) {
+  public static DataNodePeerMetrics create(String dnName, Configuration conf) {
     final String name = "DataNodePeerActivity-" + (dnName.isEmpty()
         ? "UndefinedDataNodeName" + ThreadLocalRandom.current().nextInt()
         : dnName.replace(':', '-'));
 
-    return new DataNodePeerMetrics(name);
+    return new DataNodePeerMetrics(name, conf);
   }
 
   /**
@@ -122,7 +131,7 @@ public class DataNodePeerMetrics {
     // The metric name is the datanode ID.
     final Map<String, Double> stats =
         sendPacketDownstreamRollingAverages.getStats(
-            MIN_OUTLIER_DETECTION_SAMPLES);
+            minOutlierDetectionSamples);
     LOG.trace("DataNodePeerMetrics: Got stats: {}", stats);
 
     return slowNodeDetector.getOutliers(stats);

hadoop-hdfs-project/hadoop-hdfs/src/main/resources/hdfs-default.xml

@@ -2182,6 +2182,15 @@
   </description>
 </property>
 
+  <property>
+    <name>dfs.datanode.peer.metrics.min.outlier.detection.samples</name>
+    <value>1000</value>
+    <description>
+      Minimum number of packet send samples which are required to qualify for outlier detection.
+      If the number of samples is below this then outlier detection is skipped.
+    </description>
+  </property>
+
 <property>
   <name>dfs.datanode.outliers.report.interval</name>
   <value>30m</value>

hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/datanode/TestDataNodePeerMetrics.java

@@ -46,7 +46,7 @@ public class TestDataNodePeerMetrics {
     conf.setBoolean(DFSConfigKeys.DFS_DATANODE_PEER_STATS_ENABLED_KEY, true);
 
     final DataNodePeerMetrics peerMetrics = DataNodePeerMetrics.create(
-        "Sample-DataNode");
+        "Sample-DataNode", conf);
     MetricsTestHelper.replaceRollingAveragesScheduler(
         peerMetrics.getSendPacketDownstreamRollingAverages(),
         numWindows, windowSize, TimeUnit.SECONDS);

hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/datanode/metrics/TestDataNodeOutlierDetectionViaMetrics.java

@@ -19,6 +19,8 @@
 package org.apache.hadoop.hdfs.server.datanode.metrics;
 
 import com.google.common.base.Supplier;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hdfs.HdfsConfiguration;
 import org.apache.hadoop.metrics2.lib.MetricsTestHelper;
 import org.apache.hadoop.test.GenericTestUtils;
 import org.apache.log4j.Level;
@@ -61,10 +63,13 @@ public class TestDataNodeOutlierDetectionViaMetrics {
 
   private Random random = new Random(System.currentTimeMillis());
 
+  private Configuration conf;
+
   @Before
   public void setup() {
     GenericTestUtils.setLogLevel(DataNodePeerMetrics.LOG, Level.ALL);
     GenericTestUtils.setLogLevel(OutlierDetector.LOG, Level.ALL);
+    conf = new HdfsConfiguration();
   }
 
   /**
@@ -75,7 +80,7 @@ public class TestDataNodeOutlierDetectionViaMetrics {
     final String slowNodeName = "SlowNode";
 
     DataNodePeerMetrics peerMetrics = new DataNodePeerMetrics(
-        "PeerMetrics-For-Test");
+        "PeerMetrics-For-Test", conf);
 
     MetricsTestHelper.replaceRollingAveragesScheduler(
         peerMetrics.getSendPacketDownstreamRollingAverages(),
@@ -107,7 +112,7 @@ public class TestDataNodeOutlierDetectionViaMetrics {
   @Test
   public void testWithNoOutliers() throws Exception {
     DataNodePeerMetrics peerMetrics = new DataNodePeerMetrics(
-        "PeerMetrics-For-Test");
+        "PeerMetrics-For-Test", conf);
 
     MetricsTestHelper.replaceRollingAveragesScheduler(
         peerMetrics.getSendPacketDownstreamRollingAverages(),
@@ -134,7 +139,7 @@ public class TestDataNodeOutlierDetectionViaMetrics {
       final String nodeName = "FastNode-" + nodeIndex;
       LOG.info("Generating stats for node {}", nodeName);
       for (int i = 0;
-           i < 2 * DataNodePeerMetrics.MIN_OUTLIER_DETECTION_SAMPLES;
+           i < 2 * peerMetrics.getMinOutlierDetectionSamples();
            ++i) {
         peerMetrics.addSendPacketDownstream(
             nodeName, random.nextInt(FAST_NODE_MAX_LATENCY_MS));
@@ -151,7 +156,7 @@ public class TestDataNodeOutlierDetectionViaMetrics {
 
     // And the one slow node.
     for (int i = 0;
-         i < 2 * DataNodePeerMetrics.MIN_OUTLIER_DETECTION_SAMPLES;
+         i < 2 * peerMetrics.getMinOutlierDetectionSamples();
          ++i) {
       peerMetrics.addSendPacketDownstream(
           slowNodeName, SLOW_NODE_LATENCY_MS);