NoahKusaba commented on code in PR #2579:
URL: 
https://github.com/apache/datafusion-ballista/pull/2579#discussion_r4254509391


##########
ballista/core/src/execution_plans/sort_shuffle/writer.rs:
##########
@@ -124,44 +123,37 @@ struct EncodedPartitions {
 fn encode_buffered_partitions(
     buffered: &mut BufferedBatches,
     schema: &SchemaRef,
-    config: &SortShuffleConfig,
     opts: &datafusion::arrow::ipc::writer::IpcWriteOptions,
 ) -> Result<EncodedPartitions> {
     let num_partitions = buffered.num_partitions();
-    let (batches, indices) = buffered.take();
-
-    let mut encoded = Vec::with_capacity(num_partitions);
-    let mut stats = Vec::with_capacity(num_partitions);
-
-    for partition_indices in indices.iter() {
-        let mut buf: Vec<u8> = Vec::new();
-        let (mut num_batches, mut num_rows, mut num_bytes) = (0u64, 0u64, 
0u64);
-
-        if !partition_indices.is_empty() {
-            let iter = PartitionedBatchIterator::new(
-                &batches,
-                partition_indices,
-                config.batch_size,
-            );
-            let mut writer =
-                StreamWriter::try_new_with_options(&mut buf, schema, 
opts.clone())?;
-            for result in iter {
-                let batch = result?;
-                num_rows += batch.num_rows() as u64;
-                num_bytes += batch.get_array_memory_size() as u64;
-                num_batches += 1;
-                writer.write(&batch)?;
-            }
-            writer.finish()?;
-        }
+    let mut writers: Vec<Option<StreamWriter<Vec<u8>>>> =

Review Comment:
   🤦‍♂️  Good catch, I'll go with your second suggestion of handing one 
partition at-a-time with an iterator over batches.



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