Track latency, retry and backoff time of GCS JSON API requests (#1207)

util/src/main/java/com/google/cloud/hadoop/util/GcsJsonApiEvent.java

@@ -0,0 +1,119 @@
+/*
+ * Copyright 2024 Google Inc.
+ *
+ * Licensed 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 com.google.cloud.hadoop.util;
+
+import static com.google.common.base.Preconditions.checkArgument;
+
+import com.google.api.client.http.HttpRequest;
+import com.google.api.client.http.HttpResponse;
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.base.MoreObjects;
+import java.util.HashMap;
+import java.util.Map;
+import javax.annotation.Nonnegative;
+import javax.annotation.Nonnull;
+
+class GcsJsonApiEvent {
+  public enum EventType {
+    BACKOFF,
+    STARTED,
+    RETRYSKIPPED,
+    EXCEPTION,
+    RESPONSE,
+  }
+
+  public static final String BACKOFFTIME = "BACKOFFTIME";
+  public static final String RETRYCOUNT = "RETRYCOUNT";
+  public static final String STATUS_CODE = "STATUS_CODE";
+  public static final String DURATION = "DURATION";
+  private final EventType eventType;
+
+  // Setting this to object so that we do not have to create the URL string.
+  private final Object context;
+
+  private final String method;
+
+  private Map<String, Object> properties;
+
+  static GcsJsonApiEvent getResponseEvent(HttpResponse httpResponse, @Nonnegative long duration) {
+    GcsJsonApiEvent result = new GcsJsonApiEvent(httpResponse.getRequest(), EventType.RESPONSE, 2);
+    result.set(STATUS_CODE, httpResponse.getStatusCode());
+    result.set(DURATION, duration);
+
+    return result;
+  }
+
+  static GcsJsonApiEvent getRequestStartedEvent(HttpRequest request) {
+    return new GcsJsonApiEvent(request, EventType.STARTED);
+  }
+
+  static GcsJsonApiEvent getExceptionEvent(HttpRequest httpRequest) {
+    return new GcsJsonApiEvent(httpRequest, EventType.EXCEPTION);
+  }
+
+  static GcsJsonApiEvent getBackoffEvent(
+      HttpRequest request, @Nonnegative long backOffTime, @Nonnegative int retryCount) {
+    return new GcsJsonApiEvent(request, EventType.BACKOFF, 2)
+        .set(BACKOFFTIME, backOffTime)
+        .set(RETRYCOUNT, retryCount);
+  }
+
+  @VisibleForTesting
+  GcsJsonApiEvent(@Nonnull HttpRequest request, EventType eventType) {
+    this.eventType = eventType;
+    this.context = request.getUrl();
+    this.method = request.getRequestMethod();
+  }
+
+  EventType getEventType() {
+    return eventType;
+  }
+
+  Object getContext() {
+    return context;
+  }
+
+  String getMethod() {
+    return method;
+  }
+
+  Object getProperty(String key) {
+    return properties == null ? null : properties.get(key);
+  }
+
+  private GcsJsonApiEvent(HttpRequest request, EventType eventType, int capacity) {
+    this(request, eventType);
+    this.properties = new HashMap<>(capacity, 1);
+  }
+
+  @Override
+  public String toString() {
+    return MoreObjects.toStringHelper(this)
+        .add("method", method)
+        .add("type", eventType)
+        .add("properties", properties)
+        .add("context", context)
+        .toString();
+  }
+
+  private GcsJsonApiEvent set(String key, Object value) {
+    checkArgument(properties != null, "properties cannot be null");
+
+    this.properties.put(key, value);
+    return this;
+  }
+}

util/src/main/java/com/google/cloud/hadoop/util/GoogleCloudStorageEventBus.java

@@ -31,6 +31,10 @@ public enum StatisticsType {
     DIRECTORIES_DELETED
   }
 
+  public static void postGcsJsonApiEvent(GcsJsonApiEvent gcsJsonApiEvent) {
+    eventBus.post(gcsJsonApiEvent);
+  }
+
   /** Hold the instance of the event bus here */
   private static EventBus eventBus = new EventBus();
 

util/src/main/java/com/google/cloud/hadoop/util/RequestTracker.java

@@ -0,0 +1,127 @@
+/*
+ * Copyright 2024 Google Inc.
+ *
+ * Licensed 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 com.google.cloud.hadoop.util;
+
+import com.google.api.client.http.HttpRequest;
+import com.google.api.client.http.HttpResponse;
+import com.google.common.base.MoreObjects;
+import com.google.common.base.Stopwatch;
+import com.google.common.flogger.GoogleLogger;
+import java.util.concurrent.TimeUnit;
+
+class RequestTracker {
+  private static final GoogleLogger logger = GoogleLogger.forEnclosingClass();
+  private static final long LOGGING_THRESHOLD = 200;
+  private Stopwatch stopWatch;
+  private Object context;
+  private int retryCount;
+  private long backOffTime;
+  private HttpRequest request;
+  private final long startTime = System.currentTimeMillis();
+
+  protected RequestTracker() {}
+
+  public static RequestTracker create(HttpRequest request) {
+    return new RequestTracker().init(request);
+  }
+
+  void trackResponse(HttpResponse response) {
+    // The response might have been already tracked. For eg. if we get an unsuccessful response and
+    // it given up after the configured retries, RetryHttpRequestInitializer response interceptor
+    // will also get called.
+    if (stopWatch.isRunning()) {
+      postToEventQueue(GcsJsonApiEvent.getResponseEvent(response, stopWatch.elapsed().toMillis()));
+      stopTracking();
+    }
+
+    if (retryCount != 0) {
+      // Change to minute
+      logger.atInfo().atMostEvery(10, TimeUnit.SECONDS).log(
+          "Operation completed after retries with code '%s'. %s", response.getStatusCode(), this);
+    }
+  }
+
+  void trackIOException() {
+    stopTracking();
+    postToEventQueue(GcsJsonApiEvent.getExceptionEvent(request));
+  }
+
+  void trackUnsuccessfulResponseHandler(HttpResponse response) {
+    stopTracking();
+    postToEventQueue(GcsJsonApiEvent.getResponseEvent(response, stopWatch.elapsed().toMillis()));
+  }
+
+  void trackBackOffCompleted(long backOffStartTime) {
+    long diff = System.currentTimeMillis() - backOffStartTime;
+    postToEventQueue(GcsJsonApiEvent.getBackoffEvent(request, diff, retryCount));
+    backOffTime += diff;
+  }
+
+  void trackRetryStarted() {
+    stopWatch.reset();
+    stopWatch.start();
+    retryCount++;
+  }
+
+  void trackRetrySkipped(boolean hasResponse) {
+    if (!hasResponse && this.retryCount != 0) {
+      logger.atInfo().atMostEvery(10, TimeUnit.SECONDS).log(
+          "Retry skipped after %s retries. context=%s", retryCount, this);
+    }
+  }
+
+  protected void postToEventQueue(GcsJsonApiEvent event) {
+    GoogleCloudStorageEventBus.postGcsJsonApiEvent(event);
+  }
+
+  protected RequestTracker init(HttpRequest request) {
+    stopWatch = Stopwatch.createStarted();
+    context = request.getUrl();
+    this.request = request;
+
+    postToEventQueue(GcsJsonApiEvent.getRequestStartedEvent(request));
+
+    return this;
+  }
+
+  private void stopTracking() {
+    if (stopWatch.isRunning()) {
+      stopWatch.stop();
+
+      if (stopWatch.elapsed().toMillis() > LOGGING_THRESHOLD) {
+        logger.atInfo().atMostEvery(10, TimeUnit.SECONDS).log(
+            "Detected high latency for %s. duration=%s",
+            request.getUrl(), stopWatch.elapsed().toMillis());
+      }
+    } else {
+      // Control can reach here only in case of a bug. Did not want to add an assert due to huge
+      // blast radius.
+      logger.atWarning().atMostEvery(1, TimeUnit.MINUTES).log(
+          "Can stop only an already executing request. details=%s", this);
+    }
+  }
+
+  @Override
+  public String toString() {
+    return MoreObjects.toStringHelper(this)
+        .add("retryCount", retryCount)
+        .add("totalBackoffTime", backOffTime)
+        .add("context", context)
+        .add("elapsed", System.currentTimeMillis() - startTime)
+        .toString();
+  }
+}

util/src/main/java/com/google/cloud/hadoop/util/RetryHttpInitializer.java

@@ -80,14 +80,17 @@ public void initialize(HttpRequest request) throws IOException {
       credentials.initialize(request);
     }
 
+    RequestTracker tracker = getRequestTracker(request);
+
     request
         // Request will be retried if server errors (5XX) or I/O errors are encountered.
         .setNumberOfRetries(options.getMaxRequestRetries())
         // Set the timeout configurations.
         .setConnectTimeout(toIntExact(options.getConnectTimeout().toMillis()))
         .setReadTimeout(toIntExact(options.getReadTimeout().toMillis()))
-        .setUnsuccessfulResponseHandler(new UnsuccessfulResponseHandler(credentials))
-        .setIOExceptionHandler(new IoExceptionHandler());
+        .setUnsuccessfulResponseHandler(new UnsuccessfulResponseHandler(credentials, tracker))
+        .setIOExceptionHandler(new IoExceptionHandler(tracker))
+        .setResponseInterceptor(tracker::trackResponse);
 
     HttpHeaders headers = request.getHeaders();
     if (isNullOrEmpty(headers.getUserAgent()) && !isNullOrEmpty(options.getDefaultUserAgent())) {
@@ -100,6 +103,10 @@ public void initialize(HttpRequest request) throws IOException {
     request.setInterceptor(new InvocationIdInterceptor(request.getInterceptor()));
   }
 
+  protected RequestTracker getRequestTracker(HttpRequest request) {
+    return RequestTracker.create(request);
+  }
+
   public Credentials getCredentials() {
     return credentials == null ? null : credentials.getCredentials();
   }
@@ -151,31 +158,39 @@ private static class UnsuccessfulResponseHandler implements HttpUnsuccessfulResp
 
     private final HttpCredentialsAdapter credentials;
     private final HttpBackOffUnsuccessfulResponseHandler delegate;
+    private final RequestTracker tracker;
 
-    public UnsuccessfulResponseHandler(HttpCredentialsAdapter credentials) {
+    public UnsuccessfulResponseHandler(HttpCredentialsAdapter credentials, RequestTracker tracker) {
       this.credentials = credentials;
       this.delegate =
           new HttpBackOffUnsuccessfulResponseHandler(BACKOFF_BUILDER.build())
               .setBackOffRequired(BACK_OFF_REQUIRED);
+      this.tracker = tracker;
     }
 
     @Override
     public boolean handleResponse(HttpRequest request, HttpResponse response, boolean supportsRetry)
         throws IOException {
 
       logResponseCode(request, response);
+      tracker.trackUnsuccessfulResponseHandler(response);
 
       if (credentials != null && credentials.handleResponse(request, response, supportsRetry)) {
         // If credentials decides it can handle it, the return code or message indicated something
         // specific to authentication, and no backoff is desired.
         return true;
       }
 
+      long backOffStartTime = System.currentTimeMillis();
       if (delegate.handleResponse(request, response, supportsRetry)) {
+        tracker.trackBackOffCompleted(backOffStartTime);
         // Otherwise, we defer to the judgement of our internal backoff handler.
+        tracker.trackRetryStarted();
         return true;
       }
 
+      tracker.trackRetrySkipped(true);
+
       escapeRedirectPath(request, response);
 
       return false;
@@ -225,10 +240,12 @@ private void escapeRedirectPath(HttpRequest request, HttpResponse response) {
   private static class IoExceptionHandler implements HttpIOExceptionHandler {
 
     private final HttpIOExceptionHandler delegate;
+    private final RequestTracker tracker;
 
-    public IoExceptionHandler() {
+    public IoExceptionHandler(RequestTracker tracker) {
       // Retry IOExceptions such as "socket timed out" of "insufficient bytes written" with backoff.
       this.delegate = new HttpBackOffIOExceptionHandler(BACKOFF_BUILDER.build());
+      this.tracker = tracker;
     }
 
     @Override
@@ -237,7 +254,20 @@ public boolean handleIOException(HttpRequest httpRequest, boolean supportsRetry)
       // We sadly don't get anything helpful to see if this is something we want to log.
       // As a result we'll turn down the logging level to debug.
       logger.atFine().log("Encountered an IOException when accessing URL %s", httpRequest.getUrl());
-      return delegate.handleIOException(httpRequest, supportsRetry);
+      tracker.trackIOException();
+
+      long backoffStartTime = System.currentTimeMillis();
+      boolean result = delegate.handleIOException(httpRequest, supportsRetry);
+
+      tracker.trackBackOffCompleted(backoffStartTime);
+
+      if (result) {
+        tracker.trackRetryStarted();
+      } else {
+        tracker.trackRetrySkipped(false);
+      }
+
+      return result;
     }
   }
 }