//! Someday tower-http will hopefully have a metrics middleware, until then you can track //! metrics like this. //! //! Run with //! //! ```not_rust //! cargo run -p example-prometheus-metrics //! ``` use axum::{ extract::{MatchedPath, Request}, middleware::{self, Next}, response::IntoResponse, routing::get, Router, }; use metrics_exporter_prometheus::{Matcher, PrometheusBuilder, PrometheusHandle}; use std::{ future::ready, time::{Duration, Instant}, }; use tracing_subscriber::{layer::SubscriberExt, util::SubscriberInitExt}; fn metrics_app() -> Router { let recorder_handle = setup_metrics_recorder(); Router::new().route("/metrics", get(move || ready(recorder_handle.render()))) } fn main_app() -> Router { Router::new() .route("/fast", get(|| async {})) .route( "/slow", get(|| async { tokio::time::sleep(Duration::from_secs(1)).await; }), ) .route_layer(middleware::from_fn(track_metrics)) } async fn start_main_server() { let app = main_app(); let listener = tokio::net::TcpListener::bind("127.0.0.1:3000") .await .unwrap(); tracing::debug!("listening on {}", listener.local_addr().unwrap()); axum::serve(listener, app).await.unwrap(); } async fn start_metrics_server() { let app = metrics_app(); // NOTE: expose metrics endpoint on a different port let listener = tokio::net::TcpListener::bind("127.0.0.1:3001") .await .unwrap(); tracing::debug!("listening on {}", listener.local_addr().unwrap()); axum::serve(listener, app).await.unwrap(); } #[tokio::main] async fn main() { tracing_subscriber::registry() .with( tracing_subscriber::EnvFilter::try_from_default_env().unwrap_or_else(|_| { format!("{}=debug,tower_http=debug", env!("CARGO_CRATE_NAME")).into() }), ) .with(tracing_subscriber::fmt::layer()) .init(); // The `/metrics` endpoint should not be publicly available. If behind a reverse proxy, this // can be achieved by rejecting requests to `/metrics`. In this example, a second server is // started on another port to expose `/metrics`. let (_main_server, _metrics_server) = tokio::join!(start_main_server(), start_metrics_server()); } fn setup_metrics_recorder() -> PrometheusHandle { const EXPONENTIAL_SECONDS: &[f64] = &[ 0.005, 0.01, 0.025, 0.05, 0.1, 0.25, 0.5, 1.0, 2.5, 5.0, 10.0, ]; PrometheusBuilder::new() .set_buckets_for_metric( Matcher::Full("http_requests_duration_seconds".to_string()), EXPONENTIAL_SECONDS, ) .unwrap() .install_recorder() .unwrap() } async fn track_metrics(req: Request, next: Next) -> impl IntoResponse { let start = Instant::now(); let path = if let Some(matched_path) = req.extensions().get::() { matched_path.as_str().to_owned() } else { req.uri().path().to_owned() }; let method = req.method().clone(); let response = next.run(req).await; let latency = start.elapsed().as_secs_f64(); let status = response.status().as_u16().to_string(); let labels = [ ("method", method.to_string()), ("path", path), ("status", status), ]; metrics::counter!("http_requests_total", &labels).increment(1); metrics::histogram!("http_requests_duration_seconds", &labels).record(latency); response }