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3 Commits

Author SHA1 Message Date
evenyag
3ed33e1aeb feat: add slow log and configure by SLOW_FILE_SCAN_THRESHOLD
Signed-off-by: evenyag <realevenyag@gmail.com>
2025-12-12 10:41:06 +08:00
evenyag
2fcaa5ebc3 feat: divide build_cost to build_part_cost and build_reader_cost
Signed-off-by: evenyag <realevenyag@gmail.com>
2025-12-12 10:41:06 +08:00
evenyag
e2517dec80 feat: collect per file metrics
Signed-off-by: evenyag <realevenyag@gmail.com>
2025-12-12 10:41:06 +08:00
2 changed files with 235 additions and 7 deletions

View File

@@ -1137,6 +1137,12 @@ impl ScanInput {
self.files.len()
}
/// Gets the file handle from a row group index.
pub(crate) fn file_from_index(&self, index: RowGroupIndex) -> &FileHandle {
let file_index = index.index - self.num_memtables();
&self.files[file_index]
}
pub fn region_metadata(&self) -> &RegionMetadataRef {
self.mapper.metadata()
}

View File

@@ -14,7 +14,7 @@
//! Utilities for scanners.
use std::collections::VecDeque;
use std::collections::{HashMap, VecDeque};
use std::fmt;
use std::pin::Pin;
use std::sync::{Arc, Mutex};
@@ -26,6 +26,7 @@ use datafusion::physical_plan::metrics::{ExecutionPlanMetricsSet, MetricBuilder,
use datatypes::arrow::record_batch::RecordBatch;
use datatypes::timestamp::timestamp_array_to_primitive;
use futures::Stream;
use lazy_static::lazy_static;
use prometheus::IntGauge;
use smallvec::SmallVec;
use snafu::OptionExt;
@@ -42,7 +43,7 @@ use crate::read::merge::{MergeMetrics, MergeMetricsReport};
use crate::read::range::{RangeBuilderList, RangeMeta, RowGroupIndex};
use crate::read::scan_region::StreamContext;
use crate::read::{Batch, BoxedBatchStream, BoxedRecordBatchStream, ScannerMetrics, Source};
use crate::sst::file::FileTimeRange;
use crate::sst::file::{FileTimeRange, RegionFileId};
use crate::sst::index::bloom_filter::applier::BloomFilterIndexApplyMetrics;
use crate::sst::index::fulltext_index::applier::FulltextIndexApplyMetrics;
use crate::sst::index::inverted_index::applier::InvertedIndexApplyMetrics;
@@ -52,6 +53,70 @@ use crate::sst::parquet::flat_format::time_index_column_index;
use crate::sst::parquet::reader::{MetadataCacheMetrics, ReaderFilterMetrics, ReaderMetrics};
use crate::sst::parquet::row_group::ParquetFetchMetrics;
lazy_static! {
/// Threshold for slow file scan warning in milliseconds.
/// Can be configured via SLOW_FILE_SCAN_THRESHOLD_MS environment variable.
/// Defaults to 1000ms (1 second).
static ref SLOW_FILE_SCAN_THRESHOLD: Duration = {
let threshold_ms = std::env::var("SLOW_FILE_SCAN_THRESHOLD_MS")
.ok()
.and_then(|s| s.parse::<u64>().ok())
.unwrap_or(1000);
Duration::from_millis(threshold_ms)
};
}
/// Per-file scan metrics.
#[derive(Default, Clone)]
pub struct FileScanMetrics {
/// Number of ranges (row groups) read from this file.
pub num_ranges: usize,
/// Number of rows read from this file.
pub num_rows: usize,
/// Time spent building file ranges/parts (file-level preparation).
pub build_part_cost: Duration,
/// Time spent building readers for this file (accumulated across all ranges).
pub build_reader_cost: Duration,
/// Time spent scanning this file (accumulated across all ranges).
pub scan_cost: Duration,
}
impl fmt::Debug for FileScanMetrics {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
write!(f, "{{\"build_part_cost\":\"{:?}\"", self.build_part_cost)?;
if self.num_ranges > 0 {
write!(f, ", \"num_ranges\":{}", self.num_ranges)?;
}
if self.num_rows > 0 {
write!(f, ", \"num_rows\":{}", self.num_rows)?;
}
if !self.build_reader_cost.is_zero() {
write!(
f,
", \"build_reader_cost\":\"{:?}\"",
self.build_reader_cost
)?;
}
if !self.scan_cost.is_zero() {
write!(f, ", \"scan_cost\":\"{:?}\"", self.scan_cost)?;
}
write!(f, "}}")
}
}
impl FileScanMetrics {
/// Merges another FileMetrics into this one.
pub(crate) fn merge_from(&mut self, other: &FileScanMetrics) {
self.num_ranges += other.num_ranges;
self.num_rows += other.num_rows;
self.build_part_cost += other.build_part_cost;
self.build_reader_cost += other.build_reader_cost;
self.scan_cost += other.scan_cost;
}
}
/// Verbose scan metrics for a partition.
#[derive(Default)]
pub(crate) struct ScanMetricsSet {
@@ -151,6 +216,8 @@ pub(crate) struct ScanMetricsSet {
fetch_metrics: Option<ParquetFetchMetrics>,
/// Metadata cache metrics.
metadata_cache_metrics: Option<MetadataCacheMetrics>,
/// Per-file scan metrics, only populated when explain_verbose is true.
per_file_metrics: Option<HashMap<RegionFileId, FileScanMetrics>>,
}
impl fmt::Debug for ScanMetricsSet {
@@ -199,6 +266,7 @@ impl fmt::Debug for ScanMetricsSet {
fulltext_index_apply_metrics,
fetch_metrics,
metadata_cache_metrics,
per_file_metrics,
} = self;
// Write core metrics
@@ -326,6 +394,20 @@ impl fmt::Debug for ScanMetricsSet {
write!(f, ", \"dedup_metrics\":{:?}", dedup_metrics)?;
}
// Write per-file metrics if present and non-empty
if let Some(file_metrics) = per_file_metrics
&& !file_metrics.is_empty()
{
write!(f, ", \"per_file_metrics\": {{")?;
for (i, (file_id, metrics)) in file_metrics.iter().enumerate() {
if i > 0 {
write!(f, ", ")?;
}
write!(f, "\"{}\": {:?}", file_id, metrics)?;
}
write!(f, "}}")?;
}
write!(f, ", \"stream_eof\":{stream_eof}}}")
}
}
@@ -432,6 +514,17 @@ impl ScanMetricsSet {
.merge_from(metadata_cache_metrics);
}
/// Merges per-file metrics.
fn merge_per_file_metrics(&mut self, other: &HashMap<RegionFileId, FileScanMetrics>) {
let self_file_metrics = self.per_file_metrics.get_or_insert_with(HashMap::new);
for (file_id, metrics) in other {
self_file_metrics
.entry(*file_id)
.or_default()
.merge_from(metrics);
}
}
/// Sets distributor metrics.
fn set_distributor_metrics(&mut self, distributor_metrics: &SeriesDistributorMetrics) {
let SeriesDistributorMetrics {
@@ -722,11 +815,20 @@ impl PartitionMetrics {
}
/// Merges [ReaderMetrics] and `build_reader_cost`.
pub fn merge_reader_metrics(&self, metrics: &ReaderMetrics) {
pub fn merge_reader_metrics(
&self,
metrics: &ReaderMetrics,
per_file_metrics: Option<&HashMap<RegionFileId, FileScanMetrics>>,
) {
self.0.build_parts_cost.add_duration(metrics.build_cost);
let mut metrics_set = self.0.metrics.lock().unwrap();
metrics_set.merge_reader_metrics(metrics);
// Merge per-file metrics if provided
if let Some(file_metrics) = per_file_metrics {
metrics_set.merge_per_file_metrics(file_metrics);
}
}
/// Finishes the query.
@@ -938,13 +1040,44 @@ pub(crate) async fn scan_file_ranges(
.build_file_ranges(&stream_ctx.input, index, &mut reader_metrics)
.await?;
part_metrics.inc_num_file_ranges(ranges.len());
part_metrics.merge_reader_metrics(&reader_metrics);
part_metrics.merge_reader_metrics(&reader_metrics, None);
// Creates initial per-file metrics with build_part_cost.
let init_per_file_metrics = if part_metrics.explain_verbose() {
let file = stream_ctx.input.file_from_index(index);
let file_id = file.file_id();
let mut map = HashMap::new();
map.insert(
file_id,
FileScanMetrics {
build_part_cost: reader_metrics.build_cost,
..Default::default()
},
);
Some(map)
} else {
None
};
// Warn if build_part_cost exceeds threshold
if reader_metrics.build_cost > *SLOW_FILE_SCAN_THRESHOLD {
let file = stream_ctx.input.file_from_index(index);
let file_id = file.file_id();
common_telemetry::warn!(
"Slow file part build detected - region_id: {}, file_id: {}, build_part_cost: {:?}",
part_metrics.0.region_id,
file_id,
reader_metrics.build_cost
);
}
Ok(build_file_range_scan_stream(
stream_ctx,
part_metrics,
read_type,
ranges,
init_per_file_metrics,
))
}
@@ -964,13 +1097,44 @@ pub(crate) async fn scan_flat_file_ranges(
.build_file_ranges(&stream_ctx.input, index, &mut reader_metrics)
.await?;
part_metrics.inc_num_file_ranges(ranges.len());
part_metrics.merge_reader_metrics(&reader_metrics);
part_metrics.merge_reader_metrics(&reader_metrics, None);
// Creates initial per-file metrics with build_part_cost.
let init_per_file_metrics = if part_metrics.explain_verbose() {
let file = stream_ctx.input.file_from_index(index);
let file_id = file.file_id();
let mut map = HashMap::new();
map.insert(
file_id,
FileScanMetrics {
build_part_cost: reader_metrics.build_cost,
..Default::default()
},
);
Some(map)
} else {
None
};
// Warn if build_part_cost exceeds threshold
if reader_metrics.build_cost > *SLOW_FILE_SCAN_THRESHOLD {
let file = stream_ctx.input.file_from_index(index);
let file_id = file.file_id();
common_telemetry::warn!(
"Slow file part build detected - region_id: {}, file_id: {}, build_part_cost: {:?}",
part_metrics.0.region_id,
file_id,
reader_metrics.build_cost
);
}
Ok(build_flat_file_range_scan_stream(
stream_ctx,
part_metrics,
read_type,
ranges,
init_per_file_metrics,
))
}
@@ -980,6 +1144,7 @@ pub fn build_file_range_scan_stream(
part_metrics: PartitionMetrics,
read_type: &'static str,
ranges: SmallVec<[FileRange; 2]>,
mut per_file_metrics: Option<HashMap<RegionFileId, FileScanMetrics>>,
) -> impl Stream<Item = Result<Batch>> {
try_stream! {
let fetch_metrics = if part_metrics.explain_verbose() {
@@ -1006,6 +1171,34 @@ pub fn build_file_range_scan_stream(
}
if let Source::PruneReader(reader) = source {
let prune_metrics = reader.metrics();
// Warn if build_cost + scan_cost exceeds threshold
let total_cost = build_cost + prune_metrics.scan_cost;
if total_cost > *SLOW_FILE_SCAN_THRESHOLD {
let file_id = range.file_handle().file_id();
common_telemetry::warn!(
"Slow file scan detected - region_id: {}, file_id: {}, total_cost: {:?} (build_reader_cost: {:?}, scan_cost: {:?})",
part_metrics.0.region_id,
file_id,
total_cost,
build_cost,
prune_metrics.scan_cost
);
}
// Update per-file metrics if tracking is enabled
if let Some(file_metrics_map) = per_file_metrics.as_mut() {
let file_id = range.file_handle().file_id();
let file_metrics = file_metrics_map
.entry(file_id)
.or_insert_with(FileScanMetrics::default);
file_metrics.num_ranges += 1;
file_metrics.num_rows += prune_metrics.num_rows;
file_metrics.build_reader_cost += build_cost;
file_metrics.scan_cost += prune_metrics.scan_cost;
}
reader_metrics.merge_from(&prune_metrics);
}
}
@@ -1013,7 +1206,7 @@ pub fn build_file_range_scan_stream(
// Reports metrics.
reader_metrics.observe_rows(read_type);
reader_metrics.filter_metrics.observe();
part_metrics.merge_reader_metrics(reader_metrics);
part_metrics.merge_reader_metrics(reader_metrics, per_file_metrics.as_ref());
}
}
@@ -1023,6 +1216,7 @@ pub fn build_flat_file_range_scan_stream(
part_metrics: PartitionMetrics,
read_type: &'static str,
ranges: SmallVec<[FileRange; 2]>,
mut per_file_metrics: Option<HashMap<RegionFileId, FileScanMetrics>>,
) -> impl Stream<Item = Result<RecordBatch>> {
try_stream! {
let fetch_metrics = if part_metrics.explain_verbose() {
@@ -1058,13 +1252,41 @@ pub fn build_flat_file_range_scan_stream(
}
let prune_metrics = reader.metrics();
// Warn if build_cost + scan_cost exceeds threshold
let total_cost = build_cost + prune_metrics.scan_cost;
if total_cost > *SLOW_FILE_SCAN_THRESHOLD {
let file_id = range.file_handle().file_id();
common_telemetry::warn!(
"Slow file scan detected - region_id: {}, file_id: {}, total_cost: {:?} (build_reader_cost: {:?}, scan_cost: {:?})",
part_metrics.0.region_id,
file_id,
total_cost,
build_cost,
prune_metrics.scan_cost
);
}
// Update per-file metrics if tracking is enabled
if let Some(file_metrics_map) = per_file_metrics.as_mut() {
let file_id = range.file_handle().file_id();
let file_metrics = file_metrics_map
.entry(file_id)
.or_insert_with(FileScanMetrics::default);
file_metrics.num_ranges += 1;
file_metrics.num_rows += prune_metrics.num_rows;
file_metrics.build_reader_cost += build_cost;
file_metrics.scan_cost += prune_metrics.scan_cost;
}
reader_metrics.merge_from(&prune_metrics);
}
// Reports metrics.
reader_metrics.observe_rows(read_type);
reader_metrics.filter_metrics.observe();
part_metrics.merge_reader_metrics(reader_metrics);
part_metrics.merge_reader_metrics(reader_metrics, per_file_metrics.as_ref());
}
}