lighthouse/common/lighthouse_metrics/src/lib.rs
tim gretler 98815516a1 Support histogram buckets (#3391)
## Issue Addressed

#3285

## Proposed Changes

Adds support for specifying histogram with buckets and adds new metric buckets for metrics mentioned in issue.

## Additional Info

Need some help for the buckets.


Co-authored-by: Michael Sproul <micsproul@gmail.com>
2022-09-13 01:57:44 +00:00

407 lines
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#![allow(clippy::needless_doctest_main)]
//! A wrapper around the `prometheus` crate that provides a global, `lazy_static` metrics registry
//! and functions to add and use the following components (more info at
//! [Prometheus docs](https://prometheus.io/docs/concepts/metric_types/)):
//!
//! - `Histogram`: used with `start_timer(..)` and `stop_timer(..)` to record durations (e.g.,
//! block processing time).
//! - `IncCounter`: used to represent an ideally ever-growing, never-shrinking integer (e.g.,
//! number of block processing requests).
//! - `IntGauge`: used to represent an varying integer (e.g., number of attestations per block).
//!
//! ## Important
//!
//! Metrics will fail if two items have the same `name`. All metrics must have a unique `name`.
//! Because we use a global registry there is no namespace per crate, it's one big global space.
//!
//! See the [Prometheus naming best practices](https://prometheus.io/docs/practices/naming/) when
//! choosing metric names.
//!
//! ## Example
//!
//! ```rust
//! #[macro_use]
//! extern crate lazy_static;
//! use lighthouse_metrics::*;
//!
//! // These metrics are "magically" linked to the global registry defined in `lighthouse_metrics`.
//! lazy_static! {
//! pub static ref RUN_COUNT: Result<IntCounter> = try_create_int_counter(
//! "runs_total",
//! "Total number of runs"
//! );
//! pub static ref CURRENT_VALUE: Result<IntGauge> = try_create_int_gauge(
//! "current_value",
//! "The current value"
//! );
//! pub static ref RUN_TIME: Result<Histogram> =
//! try_create_histogram("run_seconds", "Time taken (measured to high precision)");
//! }
//!
//!
//! fn main() {
//! for i in 0..100 {
//! inc_counter(&RUN_COUNT);
//! let timer = start_timer(&RUN_TIME);
//!
//! for j in 0..10 {
//! set_gauge(&CURRENT_VALUE, j);
//! println!("Howdy partner");
//! }
//!
//! stop_timer(timer);
//! }
//! }
//! ```
use prometheus::{Error, HistogramOpts, Opts};
use std::time::Duration;
use prometheus::core::{Atomic, GenericGauge, GenericGaugeVec};
pub use prometheus::{
exponential_buckets, linear_buckets,
proto::{Metric, MetricFamily, MetricType},
Encoder, Gauge, GaugeVec, Histogram, HistogramTimer, HistogramVec, IntCounter, IntCounterVec,
IntGauge, IntGaugeVec, Result, TextEncoder, DEFAULT_BUCKETS,
};
/// Collect all the metrics for reporting.
pub fn gather() -> Vec<prometheus::proto::MetricFamily> {
prometheus::gather()
}
/// Attempts to create an `IntCounter`, returning `Err` if the registry does not accept the counter
/// (potentially due to naming conflict).
pub fn try_create_int_counter(name: &str, help: &str) -> Result<IntCounter> {
let opts = Opts::new(name, help);
let counter = IntCounter::with_opts(opts)?;
prometheus::register(Box::new(counter.clone()))?;
Ok(counter)
}
/// Attempts to create an `IntGauge`, returning `Err` if the registry does not accept the counter
/// (potentially due to naming conflict).
pub fn try_create_int_gauge(name: &str, help: &str) -> Result<IntGauge> {
let opts = Opts::new(name, help);
let gauge = IntGauge::with_opts(opts)?;
prometheus::register(Box::new(gauge.clone()))?;
Ok(gauge)
}
/// Attempts to create a `Gauge`, returning `Err` if the registry does not accept the counter
/// (potentially due to naming conflict).
pub fn try_create_float_gauge(name: &str, help: &str) -> Result<Gauge> {
let opts = Opts::new(name, help);
let gauge = Gauge::with_opts(opts)?;
prometheus::register(Box::new(gauge.clone()))?;
Ok(gauge)
}
/// Attempts to create a `Histogram`, returning `Err` if the registry does not accept the counter
/// (potentially due to naming conflict).
pub fn try_create_histogram(name: &str, help: &str) -> Result<Histogram> {
try_create_histogram_with_buckets(name, help, Ok(DEFAULT_BUCKETS.to_vec()))
}
/// Attempts to create a `Histogram` with specified buckets, returning `Err` if the registry does not accept the counter
/// (potentially due to naming conflict) or no valid buckets are provided.
pub fn try_create_histogram_with_buckets(
name: &str,
help: &str,
buckets: Result<Vec<f64>>,
) -> Result<Histogram> {
let opts = HistogramOpts::new(name, help).buckets(buckets?);
let histogram = Histogram::with_opts(opts)?;
prometheus::register(Box::new(histogram.clone()))?;
Ok(histogram)
}
/// Attempts to create a `HistogramVec`, returning `Err` if the registry does not accept the counter
/// (potentially due to naming conflict).
pub fn try_create_histogram_vec(
name: &str,
help: &str,
label_names: &[&str],
) -> Result<HistogramVec> {
try_create_histogram_vec_with_buckets(name, help, Ok(DEFAULT_BUCKETS.to_vec()), label_names)
}
/// Attempts to create a `HistogramVec` with specified buckets, returning `Err` if the registry does not accept the counter
/// (potentially due to naming conflict) or no valid buckets are provided.
pub fn try_create_histogram_vec_with_buckets(
name: &str,
help: &str,
buckets: Result<Vec<f64>>,
label_names: &[&str],
) -> Result<HistogramVec> {
let opts = HistogramOpts::new(name, help).buckets(buckets?);
let histogram_vec = HistogramVec::new(opts, label_names)?;
prometheus::register(Box::new(histogram_vec.clone()))?;
Ok(histogram_vec)
}
/// Attempts to create a `IntGaugeVec`, returning `Err` if the registry does not accept the gauge
/// (potentially due to naming conflict).
pub fn try_create_int_gauge_vec(
name: &str,
help: &str,
label_names: &[&str],
) -> Result<IntGaugeVec> {
let opts = Opts::new(name, help);
let counter_vec = IntGaugeVec::new(opts, label_names)?;
prometheus::register(Box::new(counter_vec.clone()))?;
Ok(counter_vec)
}
/// Attempts to create a `GaugeVec`, returning `Err` if the registry does not accept the gauge
/// (potentially due to naming conflict).
pub fn try_create_float_gauge_vec(
name: &str,
help: &str,
label_names: &[&str],
) -> Result<GaugeVec> {
let opts = Opts::new(name, help);
let counter_vec = GaugeVec::new(opts, label_names)?;
prometheus::register(Box::new(counter_vec.clone()))?;
Ok(counter_vec)
}
/// Attempts to create a `IntCounterVec`, returning `Err` if the registry does not accept the gauge
/// (potentially due to naming conflict).
pub fn try_create_int_counter_vec(
name: &str,
help: &str,
label_names: &[&str],
) -> Result<IntCounterVec> {
let opts = Opts::new(name, help);
let counter_vec = IntCounterVec::new(opts, label_names)?;
prometheus::register(Box::new(counter_vec.clone()))?;
Ok(counter_vec)
}
/// If `int_gauge_vec.is_ok()`, returns a gauge with the given `name`.
pub fn get_int_gauge(int_gauge_vec: &Result<IntGaugeVec>, name: &[&str]) -> Option<IntGauge> {
if let Ok(int_gauge_vec) = int_gauge_vec {
Some(int_gauge_vec.get_metric_with_label_values(name).ok()?)
} else {
None
}
}
pub fn get_gauge<P: Atomic>(
gauge_vec: &Result<GenericGaugeVec<P>>,
name: &[&str],
) -> Option<GenericGauge<P>> {
if let Ok(gauge_vec) = gauge_vec {
Some(gauge_vec.get_metric_with_label_values(name).ok()?)
} else {
None
}
}
pub fn set_gauge_entry<P: Atomic>(
gauge_vec: &Result<GenericGaugeVec<P>>,
name: &[&str],
value: P::T,
) {
if let Some(v) = get_gauge(gauge_vec, name) {
v.set(value)
};
}
/// If `int_gauge_vec.is_ok()`, sets the gauge with the given `name` to the given `value`
/// otherwise returns false.
pub fn set_int_gauge(int_gauge_vec: &Result<IntGaugeVec>, name: &[&str], value: i64) -> bool {
if let Ok(int_gauge_vec) = int_gauge_vec {
int_gauge_vec
.get_metric_with_label_values(name)
.map(|v| {
v.set(value);
true
})
.unwrap_or_else(|_| false)
} else {
false
}
}
/// If `int_counter_vec.is_ok()`, returns a counter with the given `name`.
pub fn get_int_counter(
int_counter_vec: &Result<IntCounterVec>,
name: &[&str],
) -> Option<IntCounter> {
if let Ok(int_counter_vec) = int_counter_vec {
Some(int_counter_vec.get_metric_with_label_values(name).ok()?)
} else {
None
}
}
/// Increments the `int_counter_vec` with the given `name`.
pub fn inc_counter_vec(int_counter_vec: &Result<IntCounterVec>, name: &[&str]) {
if let Some(counter) = get_int_counter(int_counter_vec, name) {
counter.inc()
}
}
pub fn inc_counter_vec_by(int_counter_vec: &Result<IntCounterVec>, name: &[&str], amount: u64) {
if let Some(counter) = get_int_counter(int_counter_vec, name) {
counter.inc_by(amount);
}
}
/// If `histogram_vec.is_ok()`, returns a histogram with the given `name`.
pub fn get_histogram(histogram_vec: &Result<HistogramVec>, name: &[&str]) -> Option<Histogram> {
if let Ok(histogram_vec) = histogram_vec {
Some(histogram_vec.get_metric_with_label_values(name).ok()?)
} else {
None
}
}
/// Starts a timer on `vec` with the given `name`.
pub fn start_timer_vec(vec: &Result<HistogramVec>, name: &[&str]) -> Option<HistogramTimer> {
get_histogram(vec, name).map(|h| h.start_timer())
}
/// Starts a timer for the given `Histogram`, stopping when it gets dropped or given to `stop_timer(..)`.
pub fn start_timer(histogram: &Result<Histogram>) -> Option<HistogramTimer> {
if let Ok(histogram) = histogram {
Some(histogram.start_timer())
} else {
None
}
}
/// Starts a timer on `vec` with the given `name`.
pub fn observe_timer_vec(vec: &Result<HistogramVec>, name: &[&str], duration: Duration) {
if let Some(h) = get_histogram(vec, name) {
h.observe(duration_to_f64(duration))
}
}
/// Stops a timer created with `start_timer(..)`.
pub fn stop_timer(timer: Option<HistogramTimer>) {
if let Some(t) = timer {
t.observe_duration()
}
}
pub fn inc_counter(counter: &Result<IntCounter>) {
if let Ok(counter) = counter {
counter.inc();
}
}
pub fn inc_counter_by(counter: &Result<IntCounter>, value: u64) {
if let Ok(counter) = counter {
counter.inc_by(value);
}
}
pub fn set_gauge_vec(int_gauge_vec: &Result<IntGaugeVec>, name: &[&str], value: i64) {
if let Some(gauge) = get_int_gauge(int_gauge_vec, name) {
gauge.set(value);
}
}
pub fn inc_gauge_vec(int_gauge_vec: &Result<IntGaugeVec>, name: &[&str]) {
if let Some(gauge) = get_int_gauge(int_gauge_vec, name) {
gauge.inc();
}
}
pub fn dec_gauge_vec(int_gauge_vec: &Result<IntGaugeVec>, name: &[&str]) {
if let Some(gauge) = get_int_gauge(int_gauge_vec, name) {
gauge.dec();
}
}
pub fn set_gauge(gauge: &Result<IntGauge>, value: i64) {
if let Ok(gauge) = gauge {
gauge.set(value);
}
}
pub fn set_float_gauge(gauge: &Result<Gauge>, value: f64) {
if let Ok(gauge) = gauge {
gauge.set(value);
}
}
pub fn set_float_gauge_vec(gauge_vec: &Result<GaugeVec>, name: &[&str], value: f64) {
if let Some(gauge) = get_gauge(gauge_vec, name) {
gauge.set(value);
}
}
pub fn inc_gauge(gauge: &Result<IntGauge>) {
if let Ok(gauge) = gauge {
gauge.inc();
}
}
pub fn dec_gauge(gauge: &Result<IntGauge>) {
if let Ok(gauge) = gauge {
gauge.dec();
}
}
pub fn maybe_set_gauge(gauge: &Result<IntGauge>, value_opt: Option<i64>) {
if let Some(value) = value_opt {
set_gauge(gauge, value)
}
}
pub fn maybe_set_float_gauge(gauge: &Result<Gauge>, value_opt: Option<f64>) {
if let Some(value) = value_opt {
set_float_gauge(gauge, value)
}
}
/// Sets the value of a `Histogram` manually.
pub fn observe(histogram: &Result<Histogram>, value: f64) {
if let Ok(histogram) = histogram {
histogram.observe(value);
}
}
pub fn observe_duration(histogram: &Result<Histogram>, duration: Duration) {
if let Ok(histogram) = histogram {
histogram.observe(duration_to_f64(duration))
}
}
fn duration_to_f64(duration: Duration) -> f64 {
// This conversion was taken from here:
//
// https://docs.rs/prometheus/0.5.0/src/prometheus/histogram.rs.html#550-555
let nanos = f64::from(duration.subsec_nanos()) / 1e9;
duration.as_secs() as f64 + nanos
}
/// Create buckets using divisors of 10 multiplied by powers of 10, e.g.,
/// […, 0.1, 0.2, 0.5, 1, 2, 5, 10, 20, 50, …]
///
/// The buckets go from `10^min_power` to `5 × 10^max_power`, inclusively.
/// The total number of buckets is `3 * (max_power - min_power + 1)`.
///
/// assert_eq!(vec![0.1, 0.2, 0.5, 1.0, 2.0, 5.0, 10.0, 20.0, 50.0], decimal_buckets(-1, 1));
/// assert_eq!(vec![1.0, 2.0, 5.0, 10.0, 20.0, 50.0, 100.0, 200.0, 500.0], decimal_buckets(0, 2));
pub fn decimal_buckets(min_power: i32, max_power: i32) -> Result<Vec<f64>> {
if max_power < min_power {
return Err(Error::Msg(format!(
"decimal_buckets min_power needs to be <= max_power, given {} and {}",
min_power, max_power
)));
}
let mut buckets = Vec::with_capacity(3 * (max_power - min_power + 1) as usize);
for n in min_power..=max_power {
for m in &[1f64, 2f64, 5f64] {
buckets.push(m * 10f64.powi(n))
}
}
Ok(buckets)
}