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metrics.rs
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metrics.rs
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use std::{collections::HashMap, fmt, sync::RwLock};
use tracing::{field::Visit, Collect};
use tracing_core::Field;
use opentelemetry::{
metrics::{Counter, Histogram, Meter, MeterProvider, UpDownCounter},
sdk::metrics::controllers::BasicController,
Context as OtelContext,
};
use tracing_subscriber::{registry::LookupSpan, subscribe::Context, Subscribe};
const CARGO_PKG_VERSION: &str = env!("CARGO_PKG_VERSION");
const INSTRUMENTATION_LIBRARY_NAME: &str = "tracing/tracing-opentelemetry";
const METRIC_PREFIX_MONOTONIC_COUNTER: &str = "monotonic_counter.";
const METRIC_PREFIX_COUNTER: &str = "counter.";
const METRIC_PREFIX_HISTOGRAM: &str = "histogram.";
const I64_MAX: u64 = i64::MAX as u64;
#[derive(Default)]
pub(crate) struct Instruments {
u64_counter: MetricsMap<Counter<u64>>,
f64_counter: MetricsMap<Counter<f64>>,
i64_up_down_counter: MetricsMap<UpDownCounter<i64>>,
f64_up_down_counter: MetricsMap<UpDownCounter<f64>>,
u64_histogram: MetricsMap<Histogram<u64>>,
i64_histogram: MetricsMap<Histogram<i64>>,
f64_histogram: MetricsMap<Histogram<f64>>,
}
type MetricsMap<T> = RwLock<HashMap<&'static str, T>>;
#[derive(Copy, Clone, Debug)]
pub(crate) enum InstrumentType {
CounterU64(u64),
CounterF64(f64),
UpDownCounterI64(i64),
UpDownCounterF64(f64),
HistogramU64(u64),
HistogramI64(i64),
HistogramF64(f64),
}
impl Instruments {
pub(crate) fn update_metric(
&self,
cx: &OtelContext,
meter: &Meter,
instrument_type: InstrumentType,
metric_name: &'static str,
) {
fn update_or_insert<T>(
map: &MetricsMap<T>,
name: &'static str,
insert: impl FnOnce() -> T,
update: impl FnOnce(&T),
) {
{
let lock = map.read().unwrap();
if let Some(metric) = lock.get(name) {
update(metric);
return;
}
}
// that metric did not already exist, so we have to acquire a write lock to
// create it.
let mut lock = map.write().unwrap();
// handle the case where the entry was created while we were waiting to
// acquire the write lock
let metric = lock.entry(name).or_insert_with(insert);
update(metric)
}
match instrument_type {
InstrumentType::CounterU64(value) => {
update_or_insert(
&self.u64_counter,
metric_name,
|| meter.u64_counter(metric_name).init(),
|ctr| ctr.add(cx, value, &[]),
);
}
InstrumentType::CounterF64(value) => {
update_or_insert(
&self.f64_counter,
metric_name,
|| meter.f64_counter(metric_name).init(),
|ctr| ctr.add(cx, value, &[]),
);
}
InstrumentType::UpDownCounterI64(value) => {
update_or_insert(
&self.i64_up_down_counter,
metric_name,
|| meter.i64_up_down_counter(metric_name).init(),
|ctr| ctr.add(cx, value, &[]),
);
}
InstrumentType::UpDownCounterF64(value) => {
update_or_insert(
&self.f64_up_down_counter,
metric_name,
|| meter.f64_up_down_counter(metric_name).init(),
|ctr| ctr.add(cx, value, &[]),
);
}
InstrumentType::HistogramU64(value) => {
update_or_insert(
&self.u64_histogram,
metric_name,
|| meter.u64_histogram(metric_name).init(),
|rec| rec.record(cx, value, &[]),
);
}
InstrumentType::HistogramI64(value) => {
update_or_insert(
&self.i64_histogram,
metric_name,
|| meter.i64_histogram(metric_name).init(),
|rec| rec.record(cx, value, &[]),
);
}
InstrumentType::HistogramF64(value) => {
update_or_insert(
&self.f64_histogram,
metric_name,
|| meter.f64_histogram(metric_name).init(),
|rec| rec.record(cx, value, &[]),
);
}
};
}
}
pub(crate) struct MetricVisitor<'a> {
pub(crate) instruments: &'a Instruments,
pub(crate) meter: &'a Meter,
}
impl<'a> Visit for MetricVisitor<'a> {
fn record_debug(&mut self, _field: &Field, _value: &dyn fmt::Debug) {
// Do nothing
}
fn record_u64(&mut self, field: &Field, value: u64) {
let cx = OtelContext::current();
if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_MONOTONIC_COUNTER) {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::CounterU64(value),
metric_name,
);
} else if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_COUNTER) {
if value <= I64_MAX {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::UpDownCounterI64(value as i64),
metric_name,
);
} else {
eprintln!(
"[tracing-opentelemetry]: Received Counter metric, but \
provided u64: {} is greater than i64::MAX. Ignoring \
this metric.",
value
);
}
} else if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_HISTOGRAM) {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::HistogramU64(value),
metric_name,
);
}
}
fn record_f64(&mut self, field: &Field, value: f64) {
let cx = OtelContext::current();
if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_MONOTONIC_COUNTER) {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::CounterF64(value),
metric_name,
);
} else if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_COUNTER) {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::UpDownCounterF64(value),
metric_name,
);
} else if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_HISTOGRAM) {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::HistogramF64(value),
metric_name,
);
}
}
fn record_i64(&mut self, field: &Field, value: i64) {
let cx = OtelContext::current();
if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_MONOTONIC_COUNTER) {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::CounterU64(value as u64),
metric_name,
);
} else if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_COUNTER) {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::UpDownCounterI64(value),
metric_name,
);
} else if let Some(metric_name) = field.name().strip_prefix(METRIC_PREFIX_HISTOGRAM) {
self.instruments.update_metric(
&cx,
self.meter,
InstrumentType::HistogramI64(value),
metric_name,
);
}
}
}
/// A subscriber that publishes metrics via the OpenTelemetry SDK.
///
/// # Usage
///
/// No configuration is needed for this Subscriber, as it's only responsible for
/// pushing data out to the `opentelemetry` family of crates. For example, when
/// using `opentelemetry-otlp`, that crate will provide its own set of
/// configuration options for setting up the duration metrics will be collected
/// before exporting to the OpenTelemetry Collector, aggregation of data points,
/// etc.
///
/// ```no_run
/// use tracing_opentelemetry::MetricsSubscriber;
/// use tracing_subscriber::subscribe::CollectExt;
/// use tracing_subscriber::Registry;
/// # use opentelemetry::sdk::metrics::controllers::BasicController;
///
/// // Constructing a BasicController is out-of-scope for the docs here, but there
/// // are examples in the opentelemetry repository. See:
/// // https://github.com/open-telemetry/opentelemetry-rust/blob/d4b9befea04bcc7fc19319a6ebf5b5070131c486/examples/basic-otlp/src/main.rs#L35-L52
/// # let controller: BasicController = unimplemented!();
///
/// let opentelemetry_metrics = MetricsSubscriber::new(controller);
/// let collector = Registry::default().with(opentelemetry_metrics);
/// tracing::collect::set_global_default(collector).unwrap();
/// ```
///
/// To publish a new metric, add a key-value pair to your `tracing::Event` that
/// contains following prefixes:
/// - `monotonic_counter.` (non-negative numbers): Used when the counter should
/// only ever increase
/// - `counter.`: Used when the counter can go up or down
/// - `histogram.`: Used for discrete data points (i.e., summing them does not make
/// semantic sense)
///
/// Examples:
/// ```
/// # use tracing::info;
/// info!(monotonic_counter.foo = 1);
/// info!(monotonic_counter.bar = 1.1);
///
/// info!(counter.baz = 1);
/// info!(counter.baz = -1);
/// info!(counter.xyz = 1.1);
///
/// info!(histogram.qux = 1);
/// info!(histogram.abc = -1);
/// info!(histogram.def = 1.1);
/// ```
///
/// # Mixing data types
///
/// ## Floating-point numbers
///
/// Do not mix floating point and non-floating point numbers for the same
/// metric. If a floating point number will be used for a given metric, be sure
/// to cast any other usages of that metric to a floating point number.
///
/// Do this:
/// ```
/// # use tracing::info;
/// info!(monotonic_counter.foo = 1_f64);
/// info!(monotonic_counter.foo = 1.1);
/// ```
///
/// This is because all data published for a given metric name must be the same
/// numeric type.
///
/// ## Integers
///
/// Positive and negative integers can be mixed freely. The instrumentation
/// provided by `tracing` assumes that all integers are `i64` unless explicitly
/// cast to something else. In the case that an integer *is* cast to `u64`, this
/// subscriber will handle the conversion internally.
///
/// For example:
/// ```
/// # use tracing::info;
/// // The subscriber receives an i64
/// info!(counter.baz = 1);
///
/// // The subscriber receives an i64
/// info!(counter.baz = -1);
///
/// // The subscriber receives a u64, but casts it to i64 internally
/// info!(counter.baz = 1_u64);
///
/// // The subscriber receives a u64, but cannot cast it to i64 because of
/// // overflow. An error is printed to stderr, and the metric is dropped.
/// info!(counter.baz = (i64::MAX as u64) + 1)
/// ```
///
/// # Implementation Details
///
/// `MetricsSubscriber` holds a set of maps, with each map corresponding to a
/// type of metric supported by OpenTelemetry. These maps are populated lazily.
/// The first time that a metric is emitted by the instrumentation, a `Metric`
/// instance will be created and added to the corresponding map. This means that
/// any time a metric is emitted by the instrumentation, one map lookup has to
/// be performed.
///
/// In the future, this can be improved by associating each `Metric` instance to
/// its callsite, eliminating the need for any maps.
#[cfg_attr(docsrs, doc(cfg(feature = "metrics")))]
pub struct MetricsSubscriber {
meter: Meter,
instruments: Instruments,
}
impl MetricsSubscriber {
/// Create a new instance of MetricsSubscriber.
pub fn new(controller: BasicController) -> Self {
let meter =
controller.versioned_meter(INSTRUMENTATION_LIBRARY_NAME, Some(CARGO_PKG_VERSION), None);
MetricsSubscriber {
meter,
instruments: Default::default(),
}
}
}
impl<C> Subscribe<C> for MetricsSubscriber
where
C: Collect + for<'span> LookupSpan<'span>,
{
fn on_event(&self, event: &tracing::Event<'_>, _ctx: Context<'_, C>) {
let mut metric_visitor = MetricVisitor {
instruments: &self.instruments,
meter: &self.meter,
};
event.record(&mut metric_visitor);
}
}