sopel39 commented on code in PR #11781:
URL: https://github.com/apache/iceberg/pull/11781#discussion_r1884535343


##########
core/src/main/java/org/apache/iceberg/util/ParallelIterable.java:
##########
@@ -257,17 +257,17 @@ private static class Task<T> implements 
Supplier<Optional<Task<T>>>, Closeable {
     @Override
     public Optional<Task<T>> get() {
       try {
+        if (queue.size() >= approximateMaxQueueSize) {
+          // Yield when queue is over the size limit. Task will be resubmitted 
later and continue
+          // the work.
+          return Optional.of(this);
+        }
+
         if (iterator == null) {
           iterator = input.iterator();
         }
 
         while (iterator.hasNext()) {
-          if (queue.size() >= approximateMaxQueueSize) {

Review Comment:
   The queue should still be bounded albeit not strictly up to 
`approximateMaxQueueSize`.
   
   > I assume we have some performance implications of not fully loading the 
queue?
   
   What do you mean by not fully loading the queue? This PR guarantees that 
`Task` that is started will complete and not hold external resources.



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