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feat/slow-
| Author | SHA1 | Date | |
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3ed33e1aeb | ||
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2fcaa5ebc3 | ||
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e2517dec80 |
@@ -1137,6 +1137,12 @@ impl ScanInput {
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self.files.len()
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}
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/// Gets the file handle from a row group index.
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pub(crate) fn file_from_index(&self, index: RowGroupIndex) -> &FileHandle {
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let file_index = index.index - self.num_memtables();
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&self.files[file_index]
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}
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pub fn region_metadata(&self) -> &RegionMetadataRef {
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self.mapper.metadata()
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}
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@@ -14,7 +14,7 @@
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//! Utilities for scanners.
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use std::collections::VecDeque;
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use std::collections::{HashMap, VecDeque};
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use std::fmt;
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use std::pin::Pin;
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use std::sync::{Arc, Mutex};
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@@ -26,6 +26,7 @@ use datafusion::physical_plan::metrics::{ExecutionPlanMetricsSet, MetricBuilder,
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use datatypes::arrow::record_batch::RecordBatch;
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use datatypes::timestamp::timestamp_array_to_primitive;
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use futures::Stream;
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use lazy_static::lazy_static;
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use prometheus::IntGauge;
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use smallvec::SmallVec;
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use snafu::OptionExt;
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@@ -42,7 +43,7 @@ use crate::read::merge::{MergeMetrics, MergeMetricsReport};
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use crate::read::range::{RangeBuilderList, RangeMeta, RowGroupIndex};
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use crate::read::scan_region::StreamContext;
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use crate::read::{Batch, BoxedBatchStream, BoxedRecordBatchStream, ScannerMetrics, Source};
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use crate::sst::file::FileTimeRange;
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use crate::sst::file::{FileTimeRange, RegionFileId};
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use crate::sst::index::bloom_filter::applier::BloomFilterIndexApplyMetrics;
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use crate::sst::index::fulltext_index::applier::FulltextIndexApplyMetrics;
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use crate::sst::index::inverted_index::applier::InvertedIndexApplyMetrics;
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@@ -52,6 +53,70 @@ use crate::sst::parquet::flat_format::time_index_column_index;
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use crate::sst::parquet::reader::{MetadataCacheMetrics, ReaderFilterMetrics, ReaderMetrics};
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use crate::sst::parquet::row_group::ParquetFetchMetrics;
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lazy_static! {
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/// Threshold for slow file scan warning in milliseconds.
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/// Can be configured via SLOW_FILE_SCAN_THRESHOLD_MS environment variable.
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/// Defaults to 1000ms (1 second).
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static ref SLOW_FILE_SCAN_THRESHOLD: Duration = {
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let threshold_ms = std::env::var("SLOW_FILE_SCAN_THRESHOLD_MS")
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.ok()
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.and_then(|s| s.parse::<u64>().ok())
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.unwrap_or(1000);
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Duration::from_millis(threshold_ms)
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};
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}
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/// Per-file scan metrics.
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#[derive(Default, Clone)]
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pub struct FileScanMetrics {
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/// Number of ranges (row groups) read from this file.
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pub num_ranges: usize,
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/// Number of rows read from this file.
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pub num_rows: usize,
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/// Time spent building file ranges/parts (file-level preparation).
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pub build_part_cost: Duration,
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/// Time spent building readers for this file (accumulated across all ranges).
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pub build_reader_cost: Duration,
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/// Time spent scanning this file (accumulated across all ranges).
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pub scan_cost: Duration,
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}
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impl fmt::Debug for FileScanMetrics {
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fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
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write!(f, "{{\"build_part_cost\":\"{:?}\"", self.build_part_cost)?;
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if self.num_ranges > 0 {
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write!(f, ", \"num_ranges\":{}", self.num_ranges)?;
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}
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if self.num_rows > 0 {
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write!(f, ", \"num_rows\":{}", self.num_rows)?;
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}
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if !self.build_reader_cost.is_zero() {
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write!(
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f,
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", \"build_reader_cost\":\"{:?}\"",
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self.build_reader_cost
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)?;
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}
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if !self.scan_cost.is_zero() {
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write!(f, ", \"scan_cost\":\"{:?}\"", self.scan_cost)?;
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}
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write!(f, "}}")
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}
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}
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impl FileScanMetrics {
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/// Merges another FileMetrics into this one.
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pub(crate) fn merge_from(&mut self, other: &FileScanMetrics) {
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self.num_ranges += other.num_ranges;
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self.num_rows += other.num_rows;
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self.build_part_cost += other.build_part_cost;
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self.build_reader_cost += other.build_reader_cost;
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self.scan_cost += other.scan_cost;
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}
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}
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/// Verbose scan metrics for a partition.
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#[derive(Default)]
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pub(crate) struct ScanMetricsSet {
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@@ -151,6 +216,8 @@ pub(crate) struct ScanMetricsSet {
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fetch_metrics: Option<ParquetFetchMetrics>,
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/// Metadata cache metrics.
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metadata_cache_metrics: Option<MetadataCacheMetrics>,
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/// Per-file scan metrics, only populated when explain_verbose is true.
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per_file_metrics: Option<HashMap<RegionFileId, FileScanMetrics>>,
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}
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impl fmt::Debug for ScanMetricsSet {
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@@ -199,6 +266,7 @@ impl fmt::Debug for ScanMetricsSet {
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fulltext_index_apply_metrics,
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fetch_metrics,
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metadata_cache_metrics,
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per_file_metrics,
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} = self;
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// Write core metrics
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@@ -326,6 +394,20 @@ impl fmt::Debug for ScanMetricsSet {
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write!(f, ", \"dedup_metrics\":{:?}", dedup_metrics)?;
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}
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// Write per-file metrics if present and non-empty
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if let Some(file_metrics) = per_file_metrics
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&& !file_metrics.is_empty()
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{
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write!(f, ", \"per_file_metrics\": {{")?;
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for (i, (file_id, metrics)) in file_metrics.iter().enumerate() {
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if i > 0 {
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write!(f, ", ")?;
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}
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write!(f, "\"{}\": {:?}", file_id, metrics)?;
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}
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write!(f, "}}")?;
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}
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write!(f, ", \"stream_eof\":{stream_eof}}}")
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}
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}
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@@ -432,6 +514,17 @@ impl ScanMetricsSet {
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.merge_from(metadata_cache_metrics);
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}
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/// Merges per-file metrics.
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fn merge_per_file_metrics(&mut self, other: &HashMap<RegionFileId, FileScanMetrics>) {
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let self_file_metrics = self.per_file_metrics.get_or_insert_with(HashMap::new);
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for (file_id, metrics) in other {
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self_file_metrics
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.entry(*file_id)
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.or_default()
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.merge_from(metrics);
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}
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}
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/// Sets distributor metrics.
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fn set_distributor_metrics(&mut self, distributor_metrics: &SeriesDistributorMetrics) {
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let SeriesDistributorMetrics {
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@@ -722,11 +815,20 @@ impl PartitionMetrics {
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}
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/// Merges [ReaderMetrics] and `build_reader_cost`.
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pub fn merge_reader_metrics(&self, metrics: &ReaderMetrics) {
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pub fn merge_reader_metrics(
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&self,
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metrics: &ReaderMetrics,
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per_file_metrics: Option<&HashMap<RegionFileId, FileScanMetrics>>,
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) {
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self.0.build_parts_cost.add_duration(metrics.build_cost);
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let mut metrics_set = self.0.metrics.lock().unwrap();
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metrics_set.merge_reader_metrics(metrics);
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// Merge per-file metrics if provided
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if let Some(file_metrics) = per_file_metrics {
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metrics_set.merge_per_file_metrics(file_metrics);
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}
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}
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/// Finishes the query.
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@@ -938,13 +1040,44 @@ pub(crate) async fn scan_file_ranges(
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.build_file_ranges(&stream_ctx.input, index, &mut reader_metrics)
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.await?;
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part_metrics.inc_num_file_ranges(ranges.len());
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part_metrics.merge_reader_metrics(&reader_metrics);
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part_metrics.merge_reader_metrics(&reader_metrics, None);
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// Creates initial per-file metrics with build_part_cost.
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let init_per_file_metrics = if part_metrics.explain_verbose() {
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let file = stream_ctx.input.file_from_index(index);
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let file_id = file.file_id();
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let mut map = HashMap::new();
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map.insert(
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file_id,
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FileScanMetrics {
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build_part_cost: reader_metrics.build_cost,
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..Default::default()
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},
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);
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Some(map)
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} else {
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None
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};
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// Warn if build_part_cost exceeds threshold
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if reader_metrics.build_cost > *SLOW_FILE_SCAN_THRESHOLD {
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let file = stream_ctx.input.file_from_index(index);
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let file_id = file.file_id();
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common_telemetry::warn!(
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"Slow file part build detected - region_id: {}, file_id: {}, build_part_cost: {:?}",
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part_metrics.0.region_id,
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file_id,
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reader_metrics.build_cost
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);
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}
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Ok(build_file_range_scan_stream(
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stream_ctx,
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part_metrics,
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read_type,
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ranges,
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init_per_file_metrics,
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))
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}
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@@ -964,13 +1097,44 @@ pub(crate) async fn scan_flat_file_ranges(
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.build_file_ranges(&stream_ctx.input, index, &mut reader_metrics)
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.await?;
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part_metrics.inc_num_file_ranges(ranges.len());
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part_metrics.merge_reader_metrics(&reader_metrics);
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part_metrics.merge_reader_metrics(&reader_metrics, None);
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// Creates initial per-file metrics with build_part_cost.
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let init_per_file_metrics = if part_metrics.explain_verbose() {
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let file = stream_ctx.input.file_from_index(index);
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let file_id = file.file_id();
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let mut map = HashMap::new();
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map.insert(
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file_id,
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FileScanMetrics {
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build_part_cost: reader_metrics.build_cost,
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..Default::default()
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},
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);
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Some(map)
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} else {
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None
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};
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// Warn if build_part_cost exceeds threshold
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if reader_metrics.build_cost > *SLOW_FILE_SCAN_THRESHOLD {
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let file = stream_ctx.input.file_from_index(index);
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let file_id = file.file_id();
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common_telemetry::warn!(
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"Slow file part build detected - region_id: {}, file_id: {}, build_part_cost: {:?}",
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part_metrics.0.region_id,
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file_id,
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reader_metrics.build_cost
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);
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}
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Ok(build_flat_file_range_scan_stream(
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stream_ctx,
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part_metrics,
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read_type,
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ranges,
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init_per_file_metrics,
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))
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}
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@@ -980,6 +1144,7 @@ pub fn build_file_range_scan_stream(
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part_metrics: PartitionMetrics,
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read_type: &'static str,
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ranges: SmallVec<[FileRange; 2]>,
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mut per_file_metrics: Option<HashMap<RegionFileId, FileScanMetrics>>,
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) -> impl Stream<Item = Result<Batch>> {
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try_stream! {
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let fetch_metrics = if part_metrics.explain_verbose() {
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@@ -1006,6 +1171,34 @@ pub fn build_file_range_scan_stream(
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}
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if let Source::PruneReader(reader) = source {
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let prune_metrics = reader.metrics();
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// Warn if build_cost + scan_cost exceeds threshold
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let total_cost = build_cost + prune_metrics.scan_cost;
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if total_cost > *SLOW_FILE_SCAN_THRESHOLD {
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let file_id = range.file_handle().file_id();
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common_telemetry::warn!(
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"Slow file scan detected - region_id: {}, file_id: {}, total_cost: {:?} (build_reader_cost: {:?}, scan_cost: {:?})",
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part_metrics.0.region_id,
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file_id,
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total_cost,
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build_cost,
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prune_metrics.scan_cost
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);
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}
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// Update per-file metrics if tracking is enabled
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if let Some(file_metrics_map) = per_file_metrics.as_mut() {
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let file_id = range.file_handle().file_id();
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let file_metrics = file_metrics_map
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.entry(file_id)
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.or_insert_with(FileScanMetrics::default);
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file_metrics.num_ranges += 1;
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file_metrics.num_rows += prune_metrics.num_rows;
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file_metrics.build_reader_cost += build_cost;
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file_metrics.scan_cost += prune_metrics.scan_cost;
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}
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reader_metrics.merge_from(&prune_metrics);
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}
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}
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@@ -1013,7 +1206,7 @@ pub fn build_file_range_scan_stream(
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// Reports metrics.
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reader_metrics.observe_rows(read_type);
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reader_metrics.filter_metrics.observe();
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part_metrics.merge_reader_metrics(reader_metrics);
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part_metrics.merge_reader_metrics(reader_metrics, per_file_metrics.as_ref());
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}
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}
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@@ -1023,6 +1216,7 @@ pub fn build_flat_file_range_scan_stream(
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part_metrics: PartitionMetrics,
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read_type: &'static str,
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ranges: SmallVec<[FileRange; 2]>,
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mut per_file_metrics: Option<HashMap<RegionFileId, FileScanMetrics>>,
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) -> impl Stream<Item = Result<RecordBatch>> {
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try_stream! {
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let fetch_metrics = if part_metrics.explain_verbose() {
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@@ -1058,13 +1252,41 @@ pub fn build_flat_file_range_scan_stream(
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}
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let prune_metrics = reader.metrics();
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// Warn if build_cost + scan_cost exceeds threshold
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let total_cost = build_cost + prune_metrics.scan_cost;
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if total_cost > *SLOW_FILE_SCAN_THRESHOLD {
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let file_id = range.file_handle().file_id();
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common_telemetry::warn!(
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"Slow file scan detected - region_id: {}, file_id: {}, total_cost: {:?} (build_reader_cost: {:?}, scan_cost: {:?})",
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part_metrics.0.region_id,
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file_id,
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total_cost,
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build_cost,
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prune_metrics.scan_cost
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);
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}
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// Update per-file metrics if tracking is enabled
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if let Some(file_metrics_map) = per_file_metrics.as_mut() {
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let file_id = range.file_handle().file_id();
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let file_metrics = file_metrics_map
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.entry(file_id)
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.or_insert_with(FileScanMetrics::default);
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file_metrics.num_ranges += 1;
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file_metrics.num_rows += prune_metrics.num_rows;
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file_metrics.build_reader_cost += build_cost;
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file_metrics.scan_cost += prune_metrics.scan_cost;
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}
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reader_metrics.merge_from(&prune_metrics);
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}
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// Reports metrics.
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reader_metrics.observe_rows(read_type);
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reader_metrics.filter_metrics.observe();
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part_metrics.merge_reader_metrics(reader_metrics);
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part_metrics.merge_reader_metrics(reader_metrics, per_file_metrics.as_ref());
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}
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}
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