viirya commented on a change in pull request #32667:
URL: https://github.com/apache/spark/pull/32667#discussion_r639465528



##########
File path: python/pyspark/rdd.py
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@@ -2067,7 +2067,7 @@ def add_shuffle_key(split, iterator):
                     avg = int(size / n) >> 20
                     # let 1M < avg < 10M
                     if avg < 1:
-                        batch *= 1.5

Review comment:
       Hm..I thought increasing `batch` is for `c > batch`. In other words, it 
increases the size of batch if it reaches the current batch size, but used 
memory is still under `limit` (and the average size of bucket is small).
   
   If it reaches memory limit before reaching the batch size (so it means 
current batch size is more than memory limit), it seems not make sense to 
increase batch size (even the average size of bucket is small).
   
   
   
   




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