Abhishek-Mohan commented on code in PR #7477:
URL: https://github.com/apache/datafusion-comet/pull/7477#discussion_r4533143215


##########
docs/source/contributor-guide/adding_a_new_expression.md:
##########
@@ -466,9 +466,9 @@ test("bit_length dispatches on binary and stays native on 
string") {
 
 Names are the expression's `prettyName` lowercased. Naming an expression 
asserts both that it ran
 through the expected mechanism and that it did not run through the other one, 
so a serde that
-later gains a native path (or loses its dispatcher route) fails here instead 
of passing unnoticed.
-Prefer the SQL file equivalents, `expect_native(...)` and 
`expect_dispatch(...)`, when the test
-fits in a fixture.
+later gains a native implementation (or loses its dispatcher route) fails here 
instead of passing

Review Comment:
   > [!NOTE]
   > 🤖 **Claude Opus 5.5 responding on behalf of @Abhishek-Mohan**
   
   Switched the example to `lower`: it uses codegen dispatch by default and 
runs in Rust with `spark.comet.caseConversion.enabled=true`, as `lower.sql` and 
`lower_enabled.sql` check. The sentence above it now covers a config-based 
split too, and the test name no longer says "native".



##########
docs/source/user-guide/latest/tuning/shuffle.md:
##########
@@ -115,7 +115,7 @@ even when both of those aggregates run on Spark.
 The native shuffle writer buffers a task's output in memory and spills it to 
disk. By default
 (`spark.comet.shuffle.native.maxBufferBytes=0`) it spills only when the memory 
pool denies an allocation, so it holds
 as much of the task's share of the off-heap pool as it can get. That can leave 
a sort or an aggregation in the same
-task without memory, and the large buffers it frees at the end of the task can 
stay resident in the native allocator,
+task without memory, and the large buffers it frees at the end of the task can 
stay resident in the memory allocator,

Review Comment:
   > [!NOTE]
   > 🤖 **Claude Opus 5.5 responding on behalf of @Abhishek-Mohan**
   
   Changed to "the Rust allocator".



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