codesnips

metrics

typescript 
import { onCLS, onINP, onLCP, onFCP, onTTFB, type Metric } from 'web-vitals';

export interface VitalPayload {
  id: string;
  name: Metric['name'];
  value: number;

Web Vitals reporting to an API endpoint

performance observability react
by codesnips 3 tabs
typescript 
import { Registry, Histogram, Counter, collectDefaultMetrics } from 'prom-client';

export const register = new Registry();

collectDefaultMetrics({ register });

Prometheus metrics for request latency

observability node metrics
by codesnips 3 tabs
ruby 
class CheckoutService
  def initialize(cart:, user:)
    @cart = cart
    @user = user
  end

Instrument a Service with Notifications

rails observability instrumentation
by codesnips 3 tabs
sql 
-- Enable pg_stat_statements extension
CREATE EXTENSION IF NOT EXISTS pg_stat_statements;

-- postgresql.conf:
-- shared_preload_libraries = 'pg_stat_statements'
-- pg_stat_statements.track = all

Query performance monitoring and profiling

database monitoring performance
by Maria Garcia 2 tabs
go 
package observability

import (
  "expvar"
  "net/http"
)

expvar counters for quick-and-dirty production introspection

go observability metrics
by Leah Thompson 1 tab
python 
import time
import threading
from dataclasses import dataclass, field
from typing import Callable, Dict, List

Size-and-Time Batching Metrics Buffer With a Background Flush Loop

metrics batching buffering
by codesnips 4 tabs
rust 
use std::collections::VecDeque;

pub struct RollingAverage {
    buf: VecDeque<f64>,
    capacity: usize,
    sum: f64,

Rolling Average Over a Sliding Window of Sensor Readings in Rust

rust sliding-window streaming
by codesnips 2 tabs
java 
package com.example.payments;

import io.micrometer.core.instrument.Counter;
import io.micrometer.core.instrument.MeterRegistry;
import io.micrometer.core.instrument.Timer;
import org.springframework.stereotype.Service;

Instrumenting a Spring Service with Micrometer Counters, Timers, and @Timed

spring-boot micrometer metrics
by codesnips 3 tabs
ruby 
class ExternalApiClient
  def fetch_user_data(user_id)
    ActiveSupport::Notifications.instrument(
      'api.external_service',
      service: 'user_service',
      operation: 'fetch_user',

API monitoring with custom instrumentation

rails observability monitoring
by Alex Kumar 2 tabs
java 
package com.example.demo.service;

import io.micrometer.core.instrument.Counter;
import io.micrometer.core.instrument.MeterRegistry;
import io.micrometer.core.instrument.Timer;
import org.springframework.stereotype.Service;

Actuator for production monitoring

java spring-boot actuator
by David Kumar 4 tabs
go 
package metrics

import "time"

type bucket struct {
	start time.Time

Time-Bucketed Metric Aggregation With a Concurrent Ring of Windows in Go

go metrics time-series
by codesnips 3 tabs
go 
package metrics

import (
  "net/http"
  "strconv"
  "time"

Prometheus metrics middleware capturing status + duration

go prometheus metrics
by Leah Thompson 1 tab