andygrove commented on code in PR #1525:
URL: https://github.com/apache/datafusion-comet/pull/1525#discussion_r2003625799


##########
docs/source/user-guide/tuning.md:
##########
@@ -141,30 +191,22 @@ It must be set before the Spark context is created. You 
can enable or disable Co
 at runtime by setting `spark.comet.exec.shuffle.enabled` to `true` or `false`.
 Once it is disabled, Comet will fall back to the default Spark shuffle manager.
 
-### Shuffle Mode
+### Shuffle Implementations
 
-Comet provides three shuffle modes: Columnar Shuffle, Native Shuffle and Auto 
Mode.
+Comet provides two shuffle implementations: Native Shuffle and Columnar 
Shuffle. Comet will use Native Shuffle 
+where possible, then will use Columnar Shuffle where possible, and will fall 
back to Spark for shuffle operations 
+that cannot be supported by either. 
 
-#### Auto Mode

Review Comment:
   This is now explained under `### Shuffle Implementations` based on Parth's 
suggested text.



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