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feat(metrics): add metrics for streaming actor lru cache eviction #15858

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Mar 22, 2024
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2 changes: 1 addition & 1 deletion Cargo.lock

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2 changes: 1 addition & 1 deletion Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -149,7 +149,7 @@ arrow-schema-deltalake = { package = "arrow-schema", version = "48.0.1" }
deltalake = { git = "https://github.com/risingwavelabs/delta-rs", rev = "5c2dccd4640490202ffe98adbd13b09cef8e007b", features = [
"s3-no-concurrent-write",
] }
lru = { git = "https://github.com/risingwavelabs/lru-rs.git", rev = "95f347b" }
lru = { git = "https://github.com/risingwavelabs/lru-rs.git", rev = "2682b85" }
parquet = "50"
thiserror-ext = "0.0.11"
tikv-jemalloc-ctl = { git = "https://github.com/risingwavelabs/jemallocator.git", rev = "64a2d9" }
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2 changes: 1 addition & 1 deletion docker/dashboards/risingwave-dev-dashboard.json

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2 changes: 1 addition & 1 deletion docker/dashboards/risingwave-user-dashboard.json

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14 changes: 14 additions & 0 deletions grafana/risingwave-dev-dashboard.dashboard.py
Original file line number Diff line number Diff line change
Expand Up @@ -1067,6 +1067,20 @@ def section_streaming_actors(outer_panels):
),
],
),
panels.timeseries_bytes(
"Executor Evicted Cache Memory",
"The operator-level evicted memory statistics collected by each LRU cache",
[
panels.target(
f"sum({metric('stream_memory_evicted')}) by (table_id, epoch)",
"table {{table_id}} epoch: {{epoch}}",
),
panels.target_hidden(
f"{metric('stream_memory_evicted')}",
"table {{table_id}} actor {{actor_id}} epoch: {{epoch}}",
),
],
),
panels.timeseries_bytes(
"Executor Cache Memory Usage of Materialized Views",
"Memory usage aggregated by materialized views",
Expand Down
2 changes: 1 addition & 1 deletion grafana/risingwave-dev-dashboard.json

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2 changes: 1 addition & 1 deletion grafana/risingwave-user-dashboard.json

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2 changes: 1 addition & 1 deletion src/common/estimate_size/src/collections/lru.rs
Original file line number Diff line number Diff line change
Expand Up @@ -40,7 +40,7 @@ impl<K: Hash + Eq + EstimateSize, V: EstimateSize, S: BuildHasher, A: Clone + Al

/// Evict epochs lower than the watermark
pub fn evict_by_epoch(&mut self, epoch: u64) {
while let Some((key, value)) = self.inner.pop_lru_by_epoch(epoch) {
while let Some((key, value, _)) = self.inner.pop_lru_by_epoch(epoch) {
self.kv_heap_size.sub(&key, &value);
}
}
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36 changes: 32 additions & 4 deletions src/stream/src/cache/managed_lru.rs
Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@ use std::sync::atomic::{AtomicU64, Ordering};
use std::sync::Arc;

use lru::{DefaultHasher, LruCache};
use risingwave_common::metrics::LabelGuardedIntGauge;
use risingwave_common::metrics::{LabelGuardedIntGauge, LabelGuardedIntGaugeVec};
use risingwave_common::util::epoch::Epoch;
use risingwave_common_estimate_size::EstimateSize;

Expand All @@ -40,10 +40,11 @@ pub struct ManagedLruCache<K, V, S = DefaultHasher, A: Clone + Allocator = Globa
kv_heap_size: usize,
/// The metrics of memory usage
memory_usage_metrics: LabelGuardedIntGauge<3>,
/// The metrics of evicted memory by epoch.
memory_evicted_metrics: LabelGuardedIntGaugeVec<3>,
// The metrics of evicted watermark time
lru_evicted_watermark_time_ms: LabelGuardedIntGauge<3>,
// Metrics info
#[expect(dead_code)]
metrics_info: MetricsInfo,
/// The size reported last time
last_reported_size_bytes: usize,
Expand Down Expand Up @@ -73,6 +74,8 @@ impl<K: Hash + Eq + EstimateSize, V: EstimateSize, S: BuildHasher, A: Clone + Al
]);
memory_usage_metrics.set(0.into());

let memory_evicted_metrics = metrics_info.metrics.stream_memory_evicted.clone();

let lru_evicted_watermark_time_ms = metrics_info
.metrics
.lru_evicted_watermark_time_ms
Expand All @@ -87,6 +90,7 @@ impl<K: Hash + Eq + EstimateSize, V: EstimateSize, S: BuildHasher, A: Clone + Al
watermark_epoch,
kv_heap_size: 0,
memory_usage_metrics,
memory_evicted_metrics,
lru_evicted_watermark_time_ms,
metrics_info,
last_reported_size_bytes: 0,
Expand All @@ -106,8 +110,32 @@ impl<K: Hash + Eq + EstimateSize, V: EstimateSize, S: BuildHasher, A: Clone + Al

/// Evict epochs lower than the watermark
fn evict_by_epoch(&mut self, epoch: u64) {
while let Some((key, value)) = self.inner.pop_lru_by_epoch(epoch) {
self.kv_heap_size_dec(key.estimated_size() + value.estimated_size());
let mut last_epoch = 0; // real epoch must be greater than 0
let mut evicted = 0;

let report = |lru: &Self, epoch: u64, evicted: usize| {
lru.memory_evicted_metrics
.with_guarded_label_values(&[
&lru.metrics_info.table_id,
&lru.metrics_info.actor_id,
&epoch.to_string(),
])
.set(evicted as _);
};

while let Some((key, value, epoch)) = self.inner.pop_lru_by_epoch(epoch) {
let charge = key.estimated_size() + value.estimated_size();
self.kv_heap_size_dec(charge);
if epoch == last_epoch {
evicted += charge;
} else {
report(self, epoch, evicted);
last_epoch = epoch;
evicted = 0;
}
}
if evicted > 0 {
report(self, epoch, evicted);
}
self.report_evicted_watermark_time(epoch);
}
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10 changes: 10 additions & 0 deletions src/stream/src/executor/monitor/streaming_stats.rs
Original file line number Diff line number Diff line change
Expand Up @@ -186,6 +186,7 @@ pub struct StreamingMetrics {

// Memory
pub stream_memory_usage: LabelGuardedIntGaugeVec<3>,
pub stream_memory_evicted: LabelGuardedIntGaugeVec<3>,
}

pub static GLOBAL_STREAMING_METRICS: OnceLock<StreamingMetrics> = OnceLock::new();
Expand Down Expand Up @@ -998,6 +999,14 @@ impl StreamingMetrics {
)
.unwrap();

let stream_memory_evicted = register_guarded_int_gauge_vec_with_registry!(
"stream_memory_evicted",
"Memory evicted for stream executors",
&["table_id", "actor_id", "epoch"],
registry
)
.unwrap();

let iceberg_write_qps = register_guarded_int_counter_vec_with_registry!(
"iceberg_write_qps",
"The qps of iceberg writer",
Expand Down Expand Up @@ -1139,6 +1148,7 @@ impl StreamingMetrics {
materialize_cache_hit_count,
materialize_cache_total_count,
stream_memory_usage,
stream_memory_evicted,
}
}

Expand Down
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