diff --git a/dashboard/lib/api/metric.ts b/dashboard/lib/api/metric.ts index ba3269041206..f310e0572170 100644 --- a/dashboard/lib/api/metric.ts +++ b/dashboard/lib/api/metric.ts @@ -15,7 +15,10 @@ * */ import { Metrics, MetricsSample } from "../../components/metrics" -import { GetBackPressureResponse } from "../../proto/gen/monitor_service" +import { + BackPressureInfo, + GetBackPressureResponse, +} from "../../proto/gen/monitor_service" import api from "./api" export interface BackPressuresMetrics { @@ -30,13 +33,6 @@ export async function fetchPrometheusBackPressure() { return res } -export interface BackPressureInfo { - actorId: number - fragmentId: number - downstreamFragmentId: number - value: number -} - export interface BackPressureRateInfo { actorId: number fragmentId: number @@ -55,14 +51,8 @@ function convertToMapAndAgg( const map = new Map() for (const item of backPressures) { const key = `${item.fragmentId}-${item.downstreamFragmentId}` - if (mapValue.has(key) && mapNumber.has(key)) { - // add || tp avoid NaN and pass check - mapValue.set(key, (mapValue.get(key) || 0) + item.value) - mapNumber.set(key, (mapNumber.get(key) || 0) + 1) - } else { - mapValue.set(key, item.value) - mapNumber.set(key, 1) - } + mapValue.set(key, (mapValue.get(key) || 0) + item.value) + mapNumber.set(key, (mapNumber.get(key) || 0) + item.actorCount) } for (const [key, value] of mapValue) { @@ -137,7 +127,7 @@ export function calculateCumulativeBp( mapResult.forEach((value, key) => { const [fragmentId, downstreamFragmentId] = key.split("-").map(Number) const backPressureInfo: BackPressureInfo = { - actorId: 0, + actorCount: 1, // the value here has already been averaged by real actor count fragmentId, downstreamFragmentId, value, @@ -161,19 +151,6 @@ export function calculateBPRate( return convertToBackPressureMetrics(convertFromMapAndAgg(result)) } -export const BackPressureInfo = { - fromJSON: (object: any) => { - return { - actorId: isSet(object.actorId) ? Number(object.actorId) : 0, - fragmentId: isSet(object.fragmentId) ? Number(object.fragmentId) : 0, - downstreamFragmentId: isSet(object.downstreamFragmentId) - ? Number(object.downstreamFragmentId) - : 0, - value: isSet(object.value) ? Number(object.value) : 0, - } - }, -} - // Get back pressure from meta node -> compute node export async function fetchEmbeddedBackPressure() { const response: GetBackPressureResponse = await api.get( @@ -181,7 +158,6 @@ export async function fetchEmbeddedBackPressure() { ) let backPressureInfos: BackPressureInfo[] = response.backPressureInfos?.map(BackPressureInfo.fromJSON) ?? [] - backPressureInfos = backPressureInfos.sort((a, b) => a.actorId - b.actorId) return backPressureInfos } diff --git a/dashboard/pages/fragment_graph.tsx b/dashboard/pages/fragment_graph.tsx index 0cf4ccec94f1..42098ff22285 100644 --- a/dashboard/pages/fragment_graph.tsx +++ b/dashboard/pages/fragment_graph.tsx @@ -39,7 +39,6 @@ import Title from "../components/Title" import useErrorToast from "../hook/useErrorToast" import useFetch from "../lib/api/fetch" import { - BackPressureInfo, calculateBPRate, calculateCumulativeBp, fetchEmbeddedBackPressure, @@ -52,6 +51,7 @@ import { } from "../lib/api/streaming" import { FragmentBox } from "../lib/layout" import { TableFragments, TableFragments_Fragment } from "../proto/gen/meta" +import { BackPressureInfo } from "../proto/gen/monitor_service" import { Dispatcher, MergeNode, StreamNode } from "../proto/gen/stream_plan" interface DispatcherNode { diff --git a/docker/dashboards/risingwave-dev-dashboard.json b/docker/dashboards/risingwave-dev-dashboard.json index 25944f85b45f..ec614a3ab231 100644 --- a/docker/dashboards/risingwave-dev-dashboard.json +++ b/docker/dashboards/risingwave-dev-dashboard.json @@ -1 +1 @@ -{"__inputs":[],"annotations":{"list":[]},"description":"RisingWave Dev Dashboard","editable":true,"gnetId":null,"graphTooltip":0,"hideControls":false,"id":null,"links":[],"panels":[{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":1,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about actors","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]}},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":2,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true},"repeat":null,"repeatDirection":null,"span":6,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"actor_id":0,"compute_node":2,"fragment_id":1}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about state tables. 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- uint32 fragment_id = 2; - uint32 downstream_fragment_id = 3; + uint32 fragment_id = 1; + uint32 downstream_fragment_id = 2; + uint32 actor_count = 3; double value = 4; } diff --git a/src/common/metrics/src/gauge_ext.rs b/src/common/metrics/src/gauge_ext.rs new file mode 100644 index 000000000000..d357ae5e52cb --- /dev/null +++ b/src/common/metrics/src/gauge_ext.rs @@ -0,0 +1,41 @@ +// Copyright 2024 RisingWave Labs +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +use prometheus::IntGauge; + +#[easy_ext::ext(IntGaugeExt)] +impl IntGauge { + /// Increment the gauge, and return a guard that will decrement the gauge when dropped. + #[must_use] + pub fn inc_guard(&self) -> impl Drop + '_ { + struct Guard<'a> { + gauge: &'a IntGauge, + } + + impl<'a> Guard<'a> { + fn create(gauge: &'a IntGauge) -> Self { + gauge.inc(); + Self { gauge } + } + } + + impl<'a> Drop for Guard<'a> { + fn drop(&mut self) { + self.gauge.dec(); + } + } + + Guard::create(self) + } +} diff --git a/src/common/metrics/src/lib.rs b/src/common/metrics/src/lib.rs index 35e8b1126584..b9271f6f321b 100644 --- a/src/common/metrics/src/lib.rs +++ b/src/common/metrics/src/lib.rs @@ -26,12 +26,14 @@ use tracing_subscriber::registry::LookupSpan; use tracing_subscriber::Layer; mod error_metrics; +mod gauge_ext; mod guarded_metrics; mod metrics; pub mod monitor; mod relabeled_metric; pub use error_metrics::*; +pub use gauge_ext::*; pub use guarded_metrics::*; pub use metrics::*; pub use relabeled_metric::*; diff --git a/src/common/metrics/src/relabeled_metric.rs b/src/common/metrics/src/relabeled_metric.rs index 8c0582f15f87..e7b07155c06b 100644 --- a/src/common/metrics/src/relabeled_metric.rs +++ b/src/common/metrics/src/relabeled_metric.rs @@ -12,7 +12,7 @@ // See the License for the specific language governing permissions and // limitations under the License. -use prometheus::core::{MetricVec, MetricVecBuilder}; +use prometheus::core::{Collector, MetricVec, MetricVecBuilder}; use prometheus::{HistogramVec, IntCounterVec}; use crate::{ @@ -89,6 +89,7 @@ impl RelabeledMetricVec> { } impl RelabeledMetricVec> { + // TODO: shall we rename this to `with_guarded_label_values`? pub fn with_label_values(&self, vals: &[&str; N]) -> LabelGuardedMetric { if self.metric_level > self.relabel_threshold { // relabel first n labels to empty string @@ -102,6 +103,16 @@ impl RelabeledMetricVec Collector for RelabeledMetricVec { + fn desc(&self) -> Vec<&prometheus::core::Desc> { + self.metric.desc() + } + + fn collect(&self) -> Vec { + self.metric.collect() + } +} + pub type RelabeledCounterVec = RelabeledMetricVec; pub type RelabeledHistogramVec = RelabeledMetricVec; diff --git a/src/compute/src/rpc/service/monitor_service.rs b/src/compute/src/rpc/service/monitor_service.rs index 0acc30e0c243..05e02e4e1d61 100644 --- a/src/compute/src/rpc/service/monitor_service.rs +++ b/src/compute/src/rpc/service/monitor_service.rs @@ -12,7 +12,7 @@ // See the License for the specific language governing permissions and // limitations under the License. -use std::collections::BTreeMap; +use std::collections::{BTreeMap, HashMap}; use std::ffi::CString; use std::fs; use std::path::Path; @@ -291,31 +291,75 @@ impl MonitorService for MonitorServiceImpl { &self, _request: Request, ) -> Result, Status> { - let metric_family = global_streaming_metrics(MetricLevel::Info) + let metrics = global_streaming_metrics(MetricLevel::Info); + let actor_output_buffer_blocking_duration_ns = metrics .actor_output_buffer_blocking_duration_ns + .collect() + .into_iter() + .next() + .unwrap() + .take_metric(); + let actor_count = metrics + .actor_count + .collect() + .into_iter() + .next() + .unwrap() + .take_metric(); + + let actor_count: HashMap<_, _> = actor_count + .iter() + .filter_map(|m| { + let fragment_id = m + .get_label() + .iter() + .find(|lp| lp.get_name() == "fragment_id")? + .get_value() + .parse::() + .unwrap(); + let count = m.get_gauge().get_value() as u32; + Some((fragment_id, count)) + }) .collect(); - let metrics = metric_family.get(0).unwrap().get_metric(); - let mut back_pressure_infos: Vec = Vec::new(); - for label_pairs in metrics { - let mut back_pressure_info = BackPressureInfo::default(); + + let mut back_pressure_infos: HashMap<_, BackPressureInfo> = HashMap::new(); + + for label_pairs in actor_output_buffer_blocking_duration_ns { + let mut fragment_id = None; + let mut downstream_fragment_id = None; for label_pair in label_pairs.get_label() { - if label_pair.get_name() == "actor_id" { - back_pressure_info.actor_id = label_pair.get_value().parse::().unwrap(); - } if label_pair.get_name() == "fragment_id" { - back_pressure_info.fragment_id = label_pair.get_value().parse::().unwrap(); + fragment_id = label_pair.get_value().parse::().ok(); } if label_pair.get_name() == "downstream_fragment_id" { - back_pressure_info.downstream_fragment_id = - label_pair.get_value().parse::().unwrap(); + downstream_fragment_id = label_pair.get_value().parse::().ok(); } } - back_pressure_info.value = label_pairs.get_counter().get_value(); - back_pressure_infos.push(back_pressure_info); + let Some(fragment_id) = fragment_id else { + continue; + }; + let Some(downstream_fragment_id) = downstream_fragment_id else { + continue; + }; + + // When metrics level is Debug, we may have multiple metrics with the same label pairs + // (fragment_id, downstream_fragment_id). We need to aggregate them locally. + // + // Metrics from different compute nodes should be aggregated by the caller. + let back_pressure_info = back_pressure_infos + .entry((fragment_id, downstream_fragment_id)) + .or_insert_with(|| BackPressureInfo { + fragment_id, + downstream_fragment_id, + actor_count: actor_count.get(&fragment_id).copied().unwrap_or_default(), + value: 0., + }); + + back_pressure_info.value += label_pairs.get_counter().get_value(); } Ok(Response::new(GetBackPressureResponse { - back_pressure_infos, + back_pressure_infos: back_pressure_infos.into_values().collect(), })) } diff --git a/src/meta/src/dashboard/prometheus.rs b/src/meta/src/dashboard/prometheus.rs index 8b6ebe445de9..8e3c6f954fe8 100644 --- a/src/meta/src/dashboard/prometheus.rs +++ b/src/meta/src/dashboard/prometheus.rs @@ -146,8 +146,13 @@ pub async fn list_prometheus_fragment_back_pressure( Extension(srv): Extension, ) -> Result> { if let Some(ref client) = srv.prometheus_client { - let back_pressure_query = - format!("avg(rate(stream_actor_output_buffer_blocking_duration_ns{{{}}}[60s])) by (fragment_id, downstream_fragment_id) / 1000000000", srv.prometheus_selector); + let back_pressure_query = format!( + "sum(rate(stream_actor_output_buffer_blocking_duration_ns{{{}}}[60s])) by (fragment_id, downstream_fragment_id) \ + / ignoring (downstream_fragment_id) group_left sum(stream_actor_count{{{}}}) by (fragment_id) \ + / 1000000000", + srv.prometheus_selector, + srv.prometheus_selector, + ); let result = client.query(back_pressure_query).get().await.map_err(err)?; let back_pressure_data = result .data() diff --git a/src/stream/src/executor/actor.rs b/src/stream/src/executor/actor.rs index 852514cb16e1..4e56e3b0c226 100644 --- a/src/stream/src/executor/actor.rs +++ b/src/stream/src/executor/actor.rs @@ -23,7 +23,7 @@ use hytra::TrAdder; use risingwave_common::catalog::TableId; use risingwave_common::config::StreamingConfig; use risingwave_common::log::LogSuppresser; -use risingwave_common::metrics::GLOBAL_ERROR_METRICS; +use risingwave_common::metrics::{IntGaugeExt, GLOBAL_ERROR_METRICS}; use risingwave_common::util::epoch::EpochPair; use risingwave_expr::expr_context::{expr_context_scope, FRAGMENT_ID}; use risingwave_expr::ExprError; @@ -198,7 +198,6 @@ where .into())); let id = self.actor_context.id; - let span_name = format!("Actor {id}"); let new_span = |epoch: Option| { @@ -213,6 +212,13 @@ where }; let mut span = new_span(None); + let actor_count = self + .actor_context + .streaming_metrics + .actor_count + .with_guarded_label_values(&[&self.actor_context.fragment_id.to_string()]); + let _actor_count_guard = actor_count.inc_guard(); + let mut last_epoch: Option = None; let mut stream = Box::pin(Box::new(self.consumer).execute()); diff --git a/src/stream/src/executor/dispatch.rs b/src/stream/src/executor/dispatch.rs index 39a189616531..771cf8fc5b4a 100644 --- a/src/stream/src/executor/dispatch.rs +++ b/src/stream/src/executor/dispatch.rs @@ -16,6 +16,7 @@ use std::collections::{HashMap, HashSet}; use std::future::Future; use std::iter::repeat_with; use std::ops::{Deref, DerefMut}; +use std::time::Duration; use futures::TryStreamExt; use itertools::Itertools; @@ -51,6 +52,13 @@ struct DispatcherWithMetrics { actor_output_buffer_blocking_duration_ns: LabelGuardedIntCounter<3>, } +impl DispatcherWithMetrics { + pub fn record_output_buffer_blocking_duration(&self, duration: Duration) { + let ns = duration.as_nanos() as u64; + self.actor_output_buffer_blocking_duration_ns.inc_by(ns); + } +} + impl Debug for DispatcherWithMetrics { fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result { self.dispatcher.fmt(f) @@ -71,20 +79,20 @@ impl DerefMut for DispatcherWithMetrics { } } -struct DispatcherMetrics { +struct DispatchExecutorMetrics { actor_id_str: String, fragment_id_str: String, metrics: Arc, actor_out_record_cnt: LabelGuardedIntCounter<2>, } -impl DispatcherMetrics { +impl DispatchExecutorMetrics { fn monitor_dispatcher(&self, dispatcher: DispatcherImpl) -> DispatcherWithMetrics { DispatcherWithMetrics { actor_output_buffer_blocking_duration_ns: self .metrics .actor_output_buffer_blocking_duration_ns - .with_guarded_label_values(&[ + .with_label_values(&[ &self.actor_id_str, &self.fragment_id_str, dispatcher.dispatcher_id_str(), @@ -98,7 +106,7 @@ struct DispatchExecutorInner { dispatchers: Vec, actor_id: u32, context: Arc, - metrics: DispatcherMetrics, + metrics: DispatchExecutorMetrics, } impl DispatchExecutorInner { @@ -112,9 +120,7 @@ impl DispatchExecutorInner { .try_for_each_concurrent(limit, |dispatcher| async { let start_time = Instant::now(); dispatcher.dispatch_watermark(watermark.clone()).await?; - dispatcher - .actor_output_buffer_blocking_duration_ns - .inc_by(start_time.elapsed().as_nanos() as u64); + dispatcher.record_output_buffer_blocking_duration(start_time.elapsed()); StreamResult::Ok(()) }) .await?; @@ -125,9 +131,7 @@ impl DispatchExecutorInner { .try_for_each_concurrent(limit, |dispatcher| async { let start_time = Instant::now(); dispatcher.dispatch_data(chunk.clone()).await?; - dispatcher - .actor_output_buffer_blocking_duration_ns - .inc_by(start_time.elapsed().as_nanos() as u64); + dispatcher.record_output_buffer_blocking_duration(start_time.elapsed()); StreamResult::Ok(()) }) .await?; @@ -147,9 +151,7 @@ impl DispatchExecutorInner { dispatcher .dispatch_barrier(barrier.clone().into_dispatcher()) .await?; - dispatcher - .actor_output_buffer_blocking_duration_ns - .inc_by(start_time.elapsed().as_nanos() as u64); + dispatcher.record_output_buffer_blocking_duration(start_time.elapsed()); StreamResult::Ok(()) }) .await?; @@ -361,7 +363,7 @@ impl DispatchExecutor { let actor_out_record_cnt = metrics .actor_out_record_cnt .with_guarded_label_values(&[&actor_id_str, &fragment_id_str]); - let metrics = DispatcherMetrics { + let metrics = DispatchExecutorMetrics { actor_id_str, fragment_id_str, metrics, diff --git a/src/stream/src/executor/monitor/streaming_stats.rs b/src/stream/src/executor/monitor/streaming_stats.rs index 758fa6f6b049..39ef1fec5c51 100644 --- a/src/stream/src/executor/monitor/streaming_stats.rs +++ b/src/stream/src/executor/monitor/streaming_stats.rs @@ -62,6 +62,7 @@ pub struct StreamingMetrics { actor_idle_cnt: LabelGuardedIntGaugeVec<1>, // Streaming actor + pub actor_count: LabelGuardedIntGaugeVec<1>, #[expect(dead_code)] actor_memory_usage: LabelGuardedIntGaugeVec<2>, actor_in_record_cnt: LabelGuardedIntCounterVec<3>, @@ -84,7 +85,7 @@ pub struct StreamingMetrics { pub merge_barrier_align_duration: RelabeledGuardedHistogramVec<2>, // Backpressure - pub actor_output_buffer_blocking_duration_ns: LabelGuardedIntCounterVec<3>, + pub actor_output_buffer_blocking_duration_ns: RelabeledGuardedIntCounterVec<3>, actor_input_buffer_blocking_duration_ns: LabelGuardedIntCounterVec<3>, // Streaming Join @@ -288,6 +289,13 @@ impl StreamingMetrics { registry ) .unwrap(); + let actor_output_buffer_blocking_duration_ns = + RelabeledGuardedIntCounterVec::with_metric_level_relabel_n( + MetricLevel::Debug, + actor_output_buffer_blocking_duration_ns, + level, + 1, // mask the first label `actor_id` if the level is less verbose than `Debug` + ); let actor_input_buffer_blocking_duration_ns = register_guarded_int_counter_vec_with_registry!( @@ -402,6 +410,14 @@ impl StreamingMetrics { ) .unwrap(); + let actor_count = register_guarded_int_gauge_vec_with_registry!( + "stream_actor_count", + "Total number of actors (parallelism)", + &["fragment_id"], + registry + ) + .unwrap(); + let actor_memory_usage = register_guarded_int_gauge_vec_with_registry!( "actor_memory_usage", "Memory usage (bytes)", @@ -421,7 +437,6 @@ impl StreamingMetrics { registry ) .unwrap(); - let merge_barrier_align_duration = RelabeledGuardedHistogramVec::with_metric_level_relabel_n( MetricLevel::Debug, @@ -477,7 +492,6 @@ impl StreamingMetrics { registry ) .unwrap(); - let barrier_align_duration = RelabeledGuardedIntCounterVec::with_metric_level_relabel_n( MetricLevel::Debug, barrier_align_duration, @@ -505,7 +519,6 @@ impl StreamingMetrics { registry ) .unwrap(); - let join_matched_join_keys = RelabeledGuardedHistogramVec::with_metric_level_relabel_n( MetricLevel::Debug, join_matched_join_keys, @@ -1127,6 +1140,7 @@ impl StreamingMetrics { actor_poll_cnt, actor_idle_duration, actor_idle_cnt, + actor_count, actor_memory_usage, actor_in_record_cnt, actor_out_record_cnt,