yihua commented on code in PR #9395:
URL: https://github.com/apache/hudi/pull/9395#discussion_r1326688166


##########
hudi-common/src/main/java/org/apache/hudi/common/engine/HoodieEngineContext.java:
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@@ -105,4 +105,12 @@ public abstract <I, K, V> List<V> reduceByKey(
   public abstract void cancelJob(String jobId);
 
   public abstract void cancelAllJobs();
+
+  public <T> Stream<T> stream(List<T> data, Integer parallelism) {
+    return stream(stream(data.stream(), data.size()), parallelism);
+  }
+
+  public <T> Stream<T> stream(Stream<T> data, Integer parallelism) {
+    return parallelism == null || parallelism > 
Runtime.getRuntime().availableProcessors() ? data : data.parallel();

Review Comment:
   So if `parallelism > Runtime.getRuntime().availableProcessors()`, the `data` 
is not parallelized at all, as Java's `data.stream()` is sequential by default. 
 Also to @stream2000 's point, before this PR, the parallelism of `map` is 
already limited by `Runtime.getRuntime().availableProcessors()`.  Does that 
still cause OOM?  Is OOM from somewhere else?  



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