HADOOP-12325. RPC Metrics : Add the ability track and log slow RPCs. Contributed by Anu Engineer

hadoop-common-project/hadoop-common/CHANGES.txt

@@ -753,6 +753,9 @@ Release 2.8.0 - UNRELEASED
     HADOOP-12050. Enable MaxInactiveInterval for hadoop http auth token
     (hzlu via benoyantony)
 
+    HADOOP-12325. RPC Metrics : Add the ability track and log slow RPCs.
+    (Anu Engineer via xyao)
+
   OPTIMIZATIONS
 
     HADOOP-11785. Reduce the number of listStatus operation in distcp

hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/fs/CommonConfigurationKeysPublic.java

@@ -235,6 +235,11 @@ public class CommonConfigurationKeysPublic {
   /** Default value for IPC_SERVER_MAX_CONNECTIONS_KEY */
   public static final int     IPC_SERVER_MAX_CONNECTIONS_DEFAULT = 0;
 
+  /** Logs if a RPC is really slow compared to rest of RPCs. */
+  public static final String IPC_SERVER_LOG_SLOW_RPC =
+                                                "ipc.server.log.slow.rpc";
+  public static final boolean IPC_SERVER_LOG_SLOW_RPC_DEFAULT = false;
+
   /** See <a href="{@docRoot}/../core-default.html">core-default.xml</a> */
   public static final String  HADOOP_RPC_SOCKET_FACTORY_CLASS_DEFAULT_KEY =
     "hadoop.rpc.socket.factory.class.default";

hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/ipc/ProtobufRpcEngine.java

@@ -567,7 +567,7 @@ public class ProtobufRpcEngine implements RpcEngine {
       /**
        * This is a server side method, which is invoked over RPC. On success
        * the return response has protobuf response payload. On failure, the
-       * exception name and the stack trace are return in the resposne.
+       * exception name and the stack trace are returned in the response.
        * See {@link HadoopRpcResponseProto}
        * 
        * In this method there three types of exceptions possible and they are
@@ -657,6 +657,9 @@ public class ProtobufRpcEngine implements RpcEngine {
           server.rpcMetrics.addRpcProcessingTime(processingTime);
           server.rpcDetailedMetrics.addProcessingTime(detailedMetricsName,
               processingTime);
+          if (server.isLogSlowRPC()) {
+            server.logSlowRpcCalls(methodName, processingTime);
+          }
         }
         return new RpcResponseWrapper(result);
       }

hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/ipc/Server.java

@@ -387,6 +387,62 @@ public abstract class Server {
   private Responder responder = null;
   private Handler[] handlers = null;
 
+  private boolean logSlowRPC = false;
+
+  /**
+   * Checks if LogSlowRPC is set true.
+   * @return
+   */
+  protected boolean isLogSlowRPC() {
+    return logSlowRPC;
+  }
+
+  /**
+   * Sets slow RPC flag.
+   * @param logSlowRPCFlag
+   */
+  @VisibleForTesting
+  protected void setLogSlowRPC(boolean logSlowRPCFlag) {
+    this.logSlowRPC = logSlowRPCFlag;
+  }
+
+
+  /**
+   * Logs a Slow RPC Request.
+   *
+   * @param methodName - RPC Request method name
+   * @param processingTime - Processing Time.
+   *
+   * if this request took too much time relative to other requests
+   * we consider that as a slow RPC. 3 is a magic number that comes
+   * from 3 sigma deviation. A very simple explanation can be found
+   * by searching for 68–95–99.7 rule. We flag an RPC as slow RPC
+   * if and only if it falls above 99.7% of requests. We start this logic
+   * only once we have enough sample size.
+   */
+  void logSlowRpcCalls(String methodName, int processingTime) {
+    final int deviation = 3;
+
+    // 1024 for minSampleSize just a guess -- not a number computed based on
+    // sample size analysis. It is chosen with the hope that this
+    // number is high enough to avoid spurious logging, yet useful
+    // in practice.
+    final int minSampleSize = 1024;
+    final double threeSigma = rpcMetrics.getProcessingMean() +
+        (rpcMetrics.getProcessingStdDev() * deviation);
+
+    if ((rpcMetrics.getProcessingSampleCount() > minSampleSize) &&
+        (processingTime > threeSigma)) {
+      if(LOG.isWarnEnabled()) {
+        String client = CurCall.get().connection.toString();
+        LOG.warn(
+            "Slow RPC : " + methodName + " took " + processingTime +
+                " milliseconds to process from client " + client);
+      }
+      rpcMetrics.incrSlowRpc();
+    }
+  }
+
   /**
    * A convenience method to bind to a given address and report 
    * better exceptions if the address is not a valid host.
@@ -2346,6 +2402,10 @@ public abstract class Server {
         CommonConfigurationKeysPublic.IPC_SERVER_TCPNODELAY_KEY,
         CommonConfigurationKeysPublic.IPC_SERVER_TCPNODELAY_DEFAULT);
 
+    this.setLogSlowRPC(conf.getBoolean(
+        CommonConfigurationKeysPublic.IPC_SERVER_LOG_SLOW_RPC,
+        CommonConfigurationKeysPublic.IPC_SERVER_LOG_SLOW_RPC_DEFAULT));
+
     // Create the responder here
     responder = new Responder();
     

hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/ipc/WritableRpcEngine.java

@@ -551,6 +551,9 @@ public class WritableRpcEngine implements RpcEngine {
          server.rpcMetrics.addRpcProcessingTime(processingTime);
          server.rpcDetailedMetrics.addProcessingTime(detailedMetricsName,
              processingTime);
+          if (server.isLogSlowRPC()) {
+            server.logSlowRpcCalls(call.getMethodName(), processingTime);
+          }
        }
       }
     }

hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/ipc/metrics/RpcMetrics.java

@@ -97,6 +97,8 @@ public class RpcMetrics {
   MutableCounterLong rpcAuthorizationSuccesses;
   @Metric("Number of client backoff requests")
   MutableCounterLong rpcClientBackoff;
+  @Metric("Number of Slow RPC calls")
+  MutableCounterLong rpcSlowCalls;
 
   @Metric("Number of open connections") public int numOpenConnections() {
     return server.getNumOpenConnections();
@@ -202,4 +204,50 @@ public class RpcMetrics {
   public void incrClientBackoff() {
     rpcClientBackoff.incr();
   }
+
+  /**
+   * Increments the Slow RPC counter.
+   */
+  public  void incrSlowRpc() {
+    rpcSlowCalls.incr();
+  }
+  /**
+   * Returns a MutableRate Counter.
+   * @return Mutable Rate
+   */
+  public MutableRate getRpcProcessingTime() {
+    return rpcProcessingTime;
+  }
+
+  /**
+   * Returns the number of samples that we have seen so far.
+   * @return long
+   */
+  public long getProcessingSampleCount() {
+    return rpcProcessingTime.lastStat().numSamples();
+  }
+
+  /**
+   * Returns mean of RPC Processing Times.
+   * @return double
+   */
+  public double getProcessingMean() {
+    return  rpcProcessingTime.lastStat().mean();
+  }
+
+  /**
+   * Return Standard Deviation of the Processing Time.
+   * @return  double
+   */
+  public double getProcessingStdDev() {
+    return rpcProcessingTime.lastStat().stddev();
+  }
+
+  /**
+   * Returns the number of slow calls.
+   * @return long
+   */
+  public long getRpcSlowCalls() {
+    return rpcSlowCalls.value();
+  }
 }

hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/metrics2/lib/MutableStat.java

@@ -140,7 +140,12 @@ public class MutableStat extends MutableMetric {
     }
   }
 
-  private SampleStat lastStat() {
+  /**
+   * Return a SampleStat object that supports
+   * calls like StdDev and Mean.
+   * @return SampleStat
+   */
+  public SampleStat lastStat() {
     return changed() ? intervalStat : prevStat;
   }
 

hadoop-common-project/hadoop-common/src/main/resources/core-default.xml

@@ -1032,6 +1032,15 @@ for ldap providers in the same way as above does.
   </description>
 </property>
 
+<property>
+    <name>ipc.server.log.slow.rpc</name>
+    <value>false</value>
+    <description>This setting is useful to troubleshoot performance issues for
+     various services. If this value is set to true then we log requests that
+     fall into 99th percentile as well as increment RpcSlowCalls counter.
+    </description>
+</property>
+
 <!-- Proxy Configuration -->
 
 <property>

hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/ipc/TestProtoBufRpc.java

@@ -19,6 +19,8 @@ package org.apache.hadoop.ipc;
 
 import static org.apache.hadoop.test.MetricsAsserts.getMetrics;
 import static org.apache.hadoop.test.MetricsAsserts.assertCounterGt;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
 
 import java.io.IOException;
 import java.net.InetSocketAddress;
@@ -27,7 +29,9 @@ import java.net.URISyntaxException;
 import org.apache.commons.lang.StringUtils;
 import org.apache.hadoop.conf.Configuration;
 import org.apache.hadoop.fs.CommonConfigurationKeys;
+import org.apache.hadoop.ipc.metrics.RpcMetrics;
 import org.apache.hadoop.ipc.protobuf.RpcHeaderProtos.RpcResponseHeaderProto.RpcErrorCodeProto;
+import org.apache.hadoop.ipc.protobuf.TestProtos;
 import org.apache.hadoop.ipc.protobuf.TestProtos.EchoRequestProto;
 import org.apache.hadoop.ipc.protobuf.TestProtos.EchoResponseProto;
 import org.apache.hadoop.ipc.protobuf.TestProtos.EmptyRequestProto;
@@ -41,6 +45,7 @@ import org.junit.Test;
 import org.junit.Before;
 import org.junit.After;
 
+
 import com.google.protobuf.BlockingService;
 import com.google.protobuf.RpcController;
 import com.google.protobuf.ServiceException;
@@ -56,6 +61,7 @@ public class TestProtoBufRpc {
   private static InetSocketAddress addr;
   private static Configuration conf;
   private static RPC.Server server;
+  private final static int SLEEP_DURATION = 1000;
 
   @ProtocolInfo(protocolName = "testProto", protocolVersion = 1)
   public interface TestRpcService
@@ -114,12 +120,23 @@ public class TestProtoBufRpc {
       return EchoResponseProto.newBuilder().setMessage(request.getMessage())
           .build();
     }
+
+    @Override
+    public TestProtos.SleepResponseProto sleep(RpcController controller,
+      TestProtos.SleepRequestProto request) throws ServiceException {
+      try{
+        Thread.sleep(request.getMilliSeconds());
+      } catch (InterruptedException ex){
+      }
+      return  TestProtos.SleepResponseProto.newBuilder().build();
+    }
   }
 
   @Before
   public  void setUp() throws IOException { // Setup server for both protocols
     conf = new Configuration();
     conf.setInt(CommonConfigurationKeys.IPC_MAXIMUM_DATA_LENGTH, 1024);
+    conf.setBoolean(CommonConfigurationKeys.IPC_SERVER_LOG_SLOW_RPC, true);
     // Set RPC engine to protobuf RPC engine
     RPC.setProtocolEngine(conf, TestRpcService.class, ProtobufRpcEngine.class);
 
@@ -257,4 +274,62 @@ public class TestProtoBufRpc {
       // expected
     }
   }
+
+  @Test(timeout = 12000)
+  public void testLogSlowRPC() throws IOException, ServiceException {
+    TestRpcService2 client = getClient2();
+    // make 10 K fast calls
+    for (int x = 0; x < 10000; x++) {
+      try {
+        EmptyRequestProto emptyRequest = EmptyRequestProto.newBuilder().build();
+        client.ping2(null, emptyRequest);
+      } catch (Exception ex) {
+        throw ex;
+      }
+    }
+
+    // Ensure RPC metrics are updated
+    RpcMetrics rpcMetrics = server.getRpcMetrics();
+    assertTrue(rpcMetrics.getProcessingSampleCount() > 999L);
+    long before = rpcMetrics.getRpcSlowCalls();
+
+    // make a really slow call. Sleep sleeps for 1000ms
+    TestProtos.SleepRequestProto sleepRequest =
+        TestProtos.SleepRequestProto.newBuilder()
+            .setMilliSeconds(SLEEP_DURATION * 3).build();
+    TestProtos.SleepResponseProto Response = client.sleep(null, sleepRequest);
+
+    long after = rpcMetrics.getRpcSlowCalls();
+    // Ensure slow call is logged.
+    Assert.assertEquals(before + 1L, after);
+  }
+
+  @Test(timeout = 12000)
+  public void testEnsureNoLogIfDisabled() throws IOException, ServiceException {
+    // disable slow RPC  logging
+    server.setLogSlowRPC(false);
+    TestRpcService2 client = getClient2();
+
+    // make 10 K fast calls
+    for (int x = 0; x < 10000; x++) {
+      EmptyRequestProto emptyRequest = EmptyRequestProto.newBuilder().build();
+      client.ping2(null, emptyRequest);
+    }
+
+    // Ensure RPC metrics are updated
+    RpcMetrics rpcMetrics = server.getRpcMetrics();
+    assertTrue(rpcMetrics.getProcessingSampleCount() > 999L);
+    long before = rpcMetrics.getRpcSlowCalls();
+
+    // make a really slow call. Sleep sleeps for 1000ms
+    TestProtos.SleepRequestProto sleepRequest =
+        TestProtos.SleepRequestProto.newBuilder()
+            .setMilliSeconds(SLEEP_DURATION).build();
+    TestProtos.SleepResponseProto Response = client.sleep(null, sleepRequest);
+
+    long after = rpcMetrics.getRpcSlowCalls();
+
+    // make sure we never called into Log slow RPC routine.
+    assertEquals(before, after);
+  }
 }

hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/test/MetricsAsserts.java

@@ -87,7 +87,7 @@ public class MetricsAsserts {
    * Call getMetrics on source and get a record builder mock to verify
    * @param source  the metrics source
    * @param all     if true, return all metrics even if not changed
-   * @return the record builder mock to verify
+   * @return the record builder mock to verifyÏ
    */
   public static MetricsRecordBuilder getMetrics(MetricsSource source,
                                                 boolean all) {

hadoop-common-project/hadoop-common/src/test/proto/test.proto

@@ -34,3 +34,10 @@ message EchoRequestProto {
 message EchoResponseProto {
   required string message = 1;
 }
+
+message SleepRequestProto{
+  required int32 milliSeconds = 1;
+}
+
+message SleepResponseProto{
+}

hadoop-common-project/hadoop-common/src/test/proto/test_rpc_service.proto

@@ -37,4 +37,5 @@ service TestProtobufRpcProto {
 service TestProtobufRpc2Proto {
   rpc ping2(EmptyRequestProto) returns (EmptyResponseProto);
   rpc echo2(EchoRequestProto) returns (EchoResponseProto);
+  rpc sleep(SleepRequestProto) returns (SleepResponseProto);
 }