Dandandan commented on code in PR #1537:
URL:
https://github.com/apache/datafusion-ballista/pull/1537#discussion_r3035342026
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ballista/core/src/utils.rs:
##########
@@ -159,46 +160,83 @@ pub fn default_config_producer() -> SessionConfig {
SessionConfig::new_with_ballista()
}
-/// Stream data to disk in Arrow IPC format
+/// Stream data to disk in Arrow IPC format.
+///
+/// Batches are read from the async stream and forwarded through a bounded
+/// channel to a `spawn_blocking` task that performs all synchronous file I/O,
+/// keeping the tokio worker thread unblocked.
pub async fn write_stream_to_disk(
stream: &mut Pin<Box<dyn RecordBatchStream + Send>>,
- path: &str,
+ path: &Path,
disk_write_metric: &metrics::Time,
+ channel_capacity: usize,
) -> Result<PartitionStats> {
- let file = BufWriter::new(File::create(path).map_err(|e| {
- error!("Failed to create partition file at {path}: {e:?}");
- BallistaError::IoError(e)
- })?);
-
- let mut num_rows = 0;
- let mut num_batches = 0;
- let mut num_bytes = 0;
+ let schema = stream.schema();
+ let path_owned = path.to_owned();
+ let write_metric = disk_write_metric.clone();
- let options = IpcWriteOptions::default()
- .try_with_compression(Some(CompressionType::LZ4_FRAME))?;
+ let (tx, mut rx) =
tokio::sync::mpsc::channel::<RecordBatch>(channel_capacity);
- let mut writer =
- StreamWriter::try_new_with_options(file, stream.schema().as_ref(),
options)?;
+ let handle = tokio::task::spawn_blocking(move || -> Result<u64> {
+ let file = BufWriter::new(File::create(&path_owned).map_err(|e| {
+ error!(
+ "Failed to create partition file at {}: {e:?}",
+ path_owned.display()
+ );
+ BallistaError::IoError(e)
+ })?);
- while let Some(result) = stream.next().await {
- let batch = result?;
+ let options = IpcWriteOptions::default()
+ .try_with_compression(Some(CompressionType::LZ4_FRAME))?;
- let batch_size_bytes: usize = batch.get_array_memory_size();
- num_batches += 1;
- num_rows += batch.num_rows();
- num_bytes += batch_size_bytes;
+ let mut writer =
Review Comment:
Another approach currently could be with IPC format: flush / finish each
file after x MB (so you end up with multiple files per partition).
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