Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add io_time for reading parquet files #31

Closed
wants to merge 3 commits into from
Closed
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
13 changes: 13 additions & 0 deletions datafusion/core/src/datasource/file_format/parquet.rs
Original file line number Diff line number Diff line change
Expand Up @@ -278,6 +278,8 @@ fn fetch_schema(object_reader: Arc<dyn ObjectReader>) -> Result<Schema> {
let obj_reader = ChunkObjectReader {
object_reader,
bytes_scanned: None,
#[cfg(debug_assertions)]
io_time: None,
};
let file_reader = Arc::new(SerializedFileReader::new(obj_reader)?);
let mut arrow_reader = ParquetFileArrowReader::new(file_reader);
Expand All @@ -294,6 +296,8 @@ fn fetch_statistics(
let obj_reader = ChunkObjectReader {
object_reader,
bytes_scanned: None,
#[cfg(debug_assertions)]
io_time: None,
};
let file_reader = Arc::new(SerializedFileReader::new(obj_reader)?);
let mut arrow_reader = ParquetFileArrowReader::new(file_reader);
Expand Down Expand Up @@ -373,6 +377,9 @@ pub struct ChunkObjectReader {
pub object_reader: Arc<dyn ObjectReader>,
/// Optional counter which will track total number of bytes scanned
pub bytes_scanned: Option<metrics::Count>,
/// Time spent reading bytes
#[cfg(debug_assertions)]
pub io_time: Option<metrics::Time>,
}

impl Length for ChunkObjectReader {
Expand All @@ -388,6 +395,12 @@ impl ChunkReader for ChunkObjectReader {
if let Some(m) = self.bytes_scanned.as_ref() {
m.add(length)
}

// Only works as expected when actual IO is performed in sync_chunk_reader
// And does not capture time if IO is performed by returned Read object
#[cfg(debug_assertions)]
let _timer = self.io_time.as_ref().map(metrics::Time::timer);

self.object_reader
.sync_chunk_reader(start, length)
.map_err(DataFusionError::IoError)
Expand Down
15 changes: 15 additions & 0 deletions datafusion/core/src/physical_plan/file_format/parquet.rs
Original file line number Diff line number Diff line change
Expand Up @@ -89,6 +89,9 @@ struct ParquetFileMetrics {
pub row_groups_pruned: metrics::Count,
/// Total number of bytes scanned
pub bytes_scanned: metrics::Count,
/// Time spent reading bytes
#[cfg(debug_assertions)]
pub io_time: metrics::Time,
}

impl ParquetExec {
Expand Down Expand Up @@ -157,10 +160,17 @@ impl ParquetFileMetrics {
.with_new_label("filename", filename.to_string())
.counter("bytes_scanned", partition);

#[cfg(debug_assertions)]
let io_time = MetricBuilder::new(metrics)
.with_new_label("filename", filename.to_string())
.subset_time("io_time", partition);

Self {
predicate_evaluation_errors,
row_groups_pruned,
bytes_scanned,
#[cfg(debug_assertions)]
io_time,
}
}
}
Expand Down Expand Up @@ -323,6 +333,9 @@ impl ParquetExecStream {
&self.metrics,
);
let bytes_scanned = file_metrics.bytes_scanned.clone();
#[cfg(debug_assertions)]
let io_time = file_metrics.io_time.clone();

let object_reader = self
.object_store
.file_reader(file.file_meta.sized_file.clone())?;
Expand All @@ -347,6 +360,8 @@ impl ParquetExecStream {
ChunkObjectReader {
object_reader,
bytes_scanned: Some(bytes_scanned),
#[cfg(debug_assertions)]
io_time: Some(io_time),
},
opt.build(),
)?;
Expand Down