westonpace commented on code in PR #36779:
URL: https://github.com/apache/arrow/pull/36779#discussion_r1304715707


##########
cpp/src/parquet/arrow/reader.cc:
##########
@@ -114,6 +116,32 @@ class ColumnReaderImpl : public ColumnReader {
     return Status::OK();
   }
 
+  ::arrow::Result<std::shared_ptr<::arrow::ChunkedArray>> NextBatch(
+      int64_t batch_size) final {
+    std::shared_ptr<::arrow::ChunkedArray> out;
+    RETURN_NOT_OK(NextBatch(batch_size, &out));
+    return out;
+  }
+
+  Future<std::shared_ptr<ChunkedArray>> NextBatchAsync(
+      int64_t batch_size, ::arrow::internal::Executor* io_executor,
+      ::arrow::internal::Executor* cpu_executor) final {
+    Future<> load_fut = ::arrow::DeferNotOk(
+        io_executor->Submit([this, batch_size] { return LoadBatch(batch_size); 
}));

Review Comment:
   Good observation.  In a perfect world we would do all of that on a CPU 
thread.  This would help to keep context switches to a minimum.  The only work 
that would happen on the I/O thread would be the `RandomAccessFile` call to 
read the file.  However, that requires pushing async further into the parquet 
code base which would be a lot of work.  It's not clear that the benefit would 
be significant enough to require the work.



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