Iain Sproat
b119f2ee83
* feat(metrics): collect metrics at a higher frequency then prometheus scrapes * metrics presented as histograms * Metric for self monitoring time taken to collect the high frequency metrics * Initiate high frequency metrics alongside default metrics * Collect metrics every 100ms
96 lines
3.4 KiB
TypeScript
96 lines
3.4 KiB
TypeScript
/**
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Adapted from prom-client: https://github.com/siimon/prom-client/tree/master/lib/metrics
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Copyright 2015 Simon Nyberg
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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import { Histogram, Registry } from 'prom-client'
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import type { Metric } from '@/logging/highFrequencyMetrics/highfrequencyMonitoring'
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const NODEJS_HEAP_SIZE_TOTAL = 'nodejs_heap_size_total_bytes_high_frequency'
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const NODEJS_HEAP_SIZE_USED = 'nodejs_heap_size_used_bytes_high_frequency'
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const NODEJS_EXTERNAL_MEMORY = 'nodejs_external_memory_bytes_high_frequency'
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type BucketName =
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| typeof NODEJS_HEAP_SIZE_TOTAL
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| typeof NODEJS_HEAP_SIZE_USED
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| typeof NODEJS_EXTERNAL_MEMORY
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const DEFAULT_NODEJS_HEAP_SIZE_BUCKETS = {
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NODEJS_HEAP_SIZE_TOTAL: [0, 0.1e9, 0.25e9, 0.5e9, 0.75e9, 1e9, 2e9], //TODO: check if this is the right default
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NODEJS_HEAP_SIZE_USED: [0, 0.1e9, 0.25e9, 0.5e9, 0.75e9, 1e9, 2e9], //TODO: check if this is the right default
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NODEJS_EXTERNAL_MEMORY: [0, 0.1e9, 0.25e9, 0.5e9, 0.75e9, 1e9, 2e9] //TODO: check if this is the right default
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}
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type MetricConfig = {
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prefix?: string
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labels?: Record<string, string>
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buckets?: Record<BucketName, number[]>
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}
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export const heapSizeAndUsed = (
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registry: Registry,
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config: MetricConfig = {}
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): Metric => {
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const registers = registry ? [registry] : undefined
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const namePrefix = config.prefix ?? ''
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const labels = config.labels ?? {}
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const labelNames = Object.keys(labels)
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const buckets = { ...DEFAULT_NODEJS_HEAP_SIZE_BUCKETS, ...config.buckets }
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const heapSizeTotal = new Histogram({
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name: namePrefix + NODEJS_HEAP_SIZE_TOTAL,
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help: 'Process heap size from Node.js in bytes. This data is collected at a higher frequency than Prometheus scrapes, and is presented as a Histogram.',
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registers,
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buckets: buckets.NODEJS_HEAP_SIZE_TOTAL,
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labelNames
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})
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const heapSizeUsed = new Histogram({
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name: namePrefix + NODEJS_HEAP_SIZE_USED,
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help: 'Process heap size used from Node.js in bytes. This data is collected at a higher frequency than Prometheus scrapes, and is presented as a Histogram.',
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registers,
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buckets: buckets.NODEJS_HEAP_SIZE_USED,
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labelNames
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})
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const externalMemUsed = new Histogram({
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name: namePrefix + NODEJS_EXTERNAL_MEMORY,
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help: 'Node.js external memory size in bytes. This data is collected at a higher frequency than Prometheus scrapes, and is presented as a Histogram.',
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registers,
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buckets: buckets.NODEJS_EXTERNAL_MEMORY,
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labelNames
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})
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return {
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collect: () => {
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const memUsage = safeMemoryUsage()
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if (memUsage) {
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heapSizeTotal.observe(labels, memUsage.heapTotal)
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heapSizeUsed.observe(labels, memUsage.heapUsed)
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if (memUsage.external !== undefined) {
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externalMemUsed.observe(labels, memUsage.external)
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}
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}
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}
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}
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}
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function safeMemoryUsage() {
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try {
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return process.memoryUsage()
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} catch {
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return
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}
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}
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