Copilot commented on code in PR #7835:
URL: https://github.com/apache/hadoop/pull/7835#discussion_r2253585143


##########
hadoop-tools/hadoop-azure/src/main/java/org/apache/hadoop/fs/azurebfs/services/AbfsInputStream.java:
##########
@@ -511,8 +512,12 @@ private int readInternal(final long position, final byte[] 
b, final int offset,
       }
       int receivedBytes;
 
-      // queue read-aheads
-      int numReadAheads = this.readAheadQueueDepth;
+      /*
+       * Number of prefetches to queue for each request is configurable.
+       * For the first read of this input stream, we don't read ahead but keep
+       * the current read data in cache as pattern might not be sequential.
+       */
+      int numReadAheads = firstRead? 1 : this.readAheadQueueDepth;

Review Comment:
   [nitpick] The ternary operator lacks spaces around the `?` operator, which 
deviates from Java coding conventions. It should be `firstRead ? 1 : 
this.readAheadQueueDepth`.
   ```suggestion
         int numReadAheads = firstRead ? 1 : this.readAheadQueueDepth;
   ```



##########
hadoop-tools/hadoop-azure/src/main/java/org/apache/hadoop/fs/azurebfs/services/AbfsInputStream.java:
##########
@@ -348,14 +348,15 @@ private int readOneBlock(final byte[] b, final int off, 
final int len) throws IO
       if (alwaysReadBufferSize) {
         bytesRead = readInternal(fCursor, buffer, 0, bufferSize, false);
       } else {
-        // Enable readAhead when reading sequentially
+        // Switch between enabling and disabling read ahead based on the 
workload read pattern.
         if (-1 == fCursorAfterLastRead || fCursorAfterLastRead == fCursor || 
b.length >= bufferSize) {
-          LOG.debug("Sequential read with read ahead size of {}", bufferSize);
+          // Sequential read pattern detected. Enable read ahead.
+          LOG.debug("Sequential read with read size of {} and read ahead 
enabled", bufferSize);
           bytesRead = readInternal(fCursor, buffer, 0, bufferSize, false);
         } else {
-          // Enabling read ahead for random reads as well to reduce number of 
remote calls.
+          // Random read pattern detected. Disable read ahead.
           int lengthWithReadAhead = Math.min(b.length + readAheadRange, 
bufferSize);
-          LOG.debug("Random read with read ahead size of {}", 
lengthWithReadAhead);
+          LOG.debug("Random read with read size of {} and read ahead 
disabled", lengthWithReadAhead);

Review Comment:
   The log message mentions 'read ahead disabled' but the variable logged is 
`lengthWithReadAhead`, which suggests read-ahead is still being used. This is 
confusing and inconsistent with the message.
   ```suggestion
             LOG.debug("Random read with requested size {} (read ahead range: 
{}), actual read size: {}, read ahead disabled", b.length, readAheadRange, 
lengthWithReadAhead);
   ```



##########
hadoop-tools/hadoop-azure/src/main/java/org/apache/hadoop/fs/azurebfs/services/AbfsInputStream.java:
##########
@@ -348,14 +348,15 @@ private int readOneBlock(final byte[] b, final int off, 
final int len) throws IO
       if (alwaysReadBufferSize) {
         bytesRead = readInternal(fCursor, buffer, 0, bufferSize, false);
       } else {
-        // Enable readAhead when reading sequentially
+        // Switch between enabling and disabling read ahead based on the 
workload read pattern.
         if (-1 == fCursorAfterLastRead || fCursorAfterLastRead == fCursor || 
b.length >= bufferSize) {
-          LOG.debug("Sequential read with read ahead size of {}", bufferSize);
+          // Sequential read pattern detected. Enable read ahead.
+          LOG.debug("Sequential read with read size of {} and read ahead 
enabled", bufferSize);

Review Comment:
   The log message mentions 'read size of {}' but logs `bufferSize` instead of 
the actual read size (`b.length`). This could be misleading when debugging read 
operations.
   ```suggestion
             LOG.debug("Sequential read with read size of {} and read ahead 
enabled", b.length);
   ```



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