comphead commented on code in PR #3893:
URL: https://github.com/apache/datafusion-comet/pull/3893#discussion_r3034208244


##########
native/shuffle/src/partitioners/empty_schema.rs:
##########
@@ -0,0 +1,135 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use crate::metrics::ShufflePartitionerMetrics;
+use crate::partitioners::ShufflePartitioner;
+use crate::ShuffleBlockWriter;
+use arrow::array::RecordBatch;
+use arrow::datatypes::SchemaRef;
+use datafusion::common::DataFusionError;
+use std::fs::OpenOptions;
+use std::io::{BufWriter, Seek, Write};
+use tokio::time::Instant;
+
+/// A partitioner for zero-column schemas (e.g. queries where ColumnPruning 
removes all columns).
+/// This handles shuffles for operations like COUNT(*) that produce 
empty-schema record batches
+/// but contain a valid row count. Accumulates the total row count and writes 
a single
+/// zero-column IPC batch to partition 0. All other partitions get empty 
entries in the index file.
+pub(crate) struct EmptySchemaShufflePartitioner {
+    output_data_file: String,
+    output_index_file: String,
+    schema: SchemaRef,
+    shuffle_block_writer: ShuffleBlockWriter,
+    num_output_partitions: usize,
+    total_rows: usize,
+    metrics: ShufflePartitionerMetrics,
+}
+
+impl EmptySchemaShufflePartitioner {
+    pub(crate) fn try_new(
+        output_data_file: String,
+        output_index_file: String,
+        schema: SchemaRef,
+        num_output_partitions: usize,
+        metrics: ShufflePartitionerMetrics,
+        codec: crate::CompressionCodec,
+    ) -> datafusion::common::Result<Self> {
+        debug_assert!(
+            schema.fields().is_empty(),
+            "EmptySchemaShufflePartitioner requires a zero-column schema"
+        );
+        let shuffle_block_writer = 
ShuffleBlockWriter::try_new(schema.as_ref(), codec)?;
+        Ok(Self {
+            output_data_file,
+            output_index_file,
+            schema,
+            shuffle_block_writer,
+            num_output_partitions,
+            total_rows: 0,
+            metrics,
+        })
+    }
+}
+
+#[async_trait::async_trait]
+impl ShufflePartitioner for EmptySchemaShufflePartitioner {
+    async fn insert_batch(&mut self, batch: RecordBatch) -> 
datafusion::common::Result<()> {
+        let start_time = Instant::now();
+        let num_rows = batch.num_rows();
+        if num_rows > 0 {
+            self.total_rows += num_rows;
+            self.metrics.baseline.record_output(num_rows);
+        }
+        self.metrics.input_batches.add(1);
+        self.metrics
+            .baseline
+            .elapsed_compute()
+            .add_duration(start_time.elapsed());
+        Ok(())
+    }
+
+    fn shuffle_write(&mut self) -> datafusion::common::Result<()> {
+        let start_time = Instant::now();
+
+        let output_data = OpenOptions::new()
+            .write(true)
+            .create(true)
+            .truncate(true)
+            .open(&self.output_data_file)
+            .map_err(|e| DataFusionError::Execution(format!("shuffle write 
error: {e:?}")))?;
+        let mut output_data = BufWriter::new(output_data);
+
+        // Write a single zero-column batch with the accumulated row count to 
partition 0
+        if self.total_rows > 0 {
+            let batch = RecordBatch::try_new_with_options(
+                self.schema.clone(),
+                vec![],
+                
&arrow::array::RecordBatchOptions::new().with_row_count(Some(self.total_rows)),
+            )?;
+            self.shuffle_block_writer.write_batch(
+                &batch,
+                &mut output_data,
+                &self.metrics.encode_time,
+            )?;
+        }
+
+        let mut write_timer = self.metrics.write_time.timer();
+        output_data.flush()?;
+        let data_file_length = output_data.stream_position()?;
+
+        // Write index file: partition 0 spans [0, data_file_length), all 
others are empty
+        let index_file = OpenOptions::new()
+            .write(true)
+            .create(true)
+            .truncate(true)
+            .open(&self.output_index_file)
+            .map_err(|e| DataFusionError::Execution(format!("shuffle write 
error: {e:?}")))?;
+        let mut index_writer = BufWriter::new(index_file);
+        index_writer.write_all(&0i64.to_le_bytes())?;
+        for _ in 0..self.num_output_partitions {

Review Comment:
   `self.num_output_partitions` ? Am I right it should be just 1 parittion?



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