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https://issues.apache.org/jira/browse/HADOOP-19737?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=18042435#comment-18042435
 ] 

ASF GitHub Bot commented on HADOOP-19737:
-----------------------------------------

anmolanmol1234 commented on code in PR #8056:
URL: https://github.com/apache/hadoop/pull/8056#discussion_r2584282173


##########
hadoop-tools/hadoop-azure/src/main/java/org/apache/hadoop/fs/azurebfs/services/ReadBufferManagerV2.java:
##########
@@ -105,14 +109,33 @@ public final class ReadBufferManagerV2 extends 
ReadBufferManager {
 
   private static AtomicBoolean isConfigured = new AtomicBoolean(false);
 
+  /* Metrics collector for monitoring the performance of the ABFS read thread 
pool.  */
+  private final AbfsReadResourceUtilizationMetrics readThreadPoolMetrics;
+  /* The ABFSCounters instance for updating read buffer manager related 
metrics. */
+  private final AbfsCounters abfsCounters;
+  /* Tracks the last scale direction applied, or empty if none. */
+  private volatile String lastScaleDirection = EMPTY_STRING;
+  /* Maximum CPU utilization observed during the monitoring interval. */
+  private volatile double maxJvmCpuUtilization = 0.0;
+
   /**
    * Private constructor to prevent instantiation as this needs to be 
singleton.
+   *
+   * @param abfsCounters the {@link AbfsCounters} used for managing read 
operations.
    */
-  private ReadBufferManagerV2() {
+  private ReadBufferManagerV2(AbfsCounters abfsCounters) {
+    this.abfsCounters = abfsCounters;
+    readThreadPoolMetrics = 
abfsCounters.getAbfsReadResourceUtilizationMetrics();
     printTraceLog("Creating Read Buffer Manager V2 with HADOOP-18546 patch");
   }
 
-  static ReadBufferManagerV2 getBufferManager() {
+  /**
+   * Returns the singleton instance of {@code ReadBufferManagerV2} for the 
given ABFS client.

Review Comment:
   taken





> ABFS: Add metrics to identify improvements with read and write aggressiveness
> -----------------------------------------------------------------------------
>
>                 Key: HADOOP-19737
>                 URL: https://issues.apache.org/jira/browse/HADOOP-19737
>             Project: Hadoop Common
>          Issue Type: Sub-task
>          Components: fs/azure
>    Affects Versions: 3.5.0, 3.4.2
>            Reporter: Anmol Asrani
>            Assignee: Anmol Asrani
>            Priority: Major
>              Labels: pull-request-available
>
> Introduces new performance metrics in the ABFS driver to monitor and evaluate 
> the effectiveness of read and write aggressiveness tuning. These metrics help 
> in understanding how thread pool behavior, CPU utilization, and heap 
> availability impact overall I/O throughput and latency. By capturing detailed 
> statistics such as active thread count, pool size, and system resource 
> utilization, this enhancement enables data-driven analysis of optimizations 
> made to improve ABFS read and write performance under varying workloads.



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