OpenTelemetry Metrics SDK

OpenTelemetry metrics module contains the foundation for all metrics SDKs of opentelemetry-js.

Used standalone, this module provides methods for manual instrumentation of code, offering full control over recording metrics for client-side JavaScript (browser) and Node.js.

It does not provide automated instrumentation of known libraries or host environment metrics out-of-the-box.

Installation

npm install --save @opentelemetry/api-metrics
npm install --save @opentelemetry/sdk-metrics-base

Usage

The basic setup of the SDK can be seen as followings:

const opentelemetry = require('@opentelemetry/api-metrics');
const { MeterProvider } = require('@opentelemetry/sdk-metrics-base');

// To create an instrument, you first need to initialize the Meter provider.
// NOTE: The default OpenTelemetry meter provider does not record any metric instruments.
//       Registering a working meter provider allows the API methods to record instruments.
opentelemetry.setGlobalMeterProvider(new MeterProvider());

// To record a metric event, we used the global singleton meter to create an instrument.
const counter = opentelemetry.getMeter('default').createCounter('foo');

// record a metric event.
counter.add(1, { attributeKey: 'attribute-value' });

In conditions, we may need to setup an async instrument to observe costly events:

// Creating an async instrument, similar to synchronous instruments
const observableCounter = opentelemetry.getMeter('default')
  .createObservableCounter('observable-counter');

// Register a single-instrument callback to the async instrument.
observableCounter.addCallback(async (observableResult) => {
  // ... do async stuff
  observableResult.observe(1, { attributeKey: 'attribute-value' });
});

// Register a multi-instrument callback and associate it with a set of async instruments.
opentelemetry.getMeter('default')
  .addBatchObservableCallback(batchObservableCallback, [ observableCounter ]);
async function batchObservableCallback(batchObservableResult) {
  // ... do async stuff
  batchObservableResult.observe(observableCounter, 1, { attributeKey: 'attribute-value' });
}

Views can be registered when instantiating a MeterProvider:

const meterProvider = new MeterProvider({
  views: [
    // override the bucket boundaries on `my.histogram` to [0, 50, 100]
    new View({ aggregation: new ExplicitBucketHistogramAggregation([0, 50, 100]), instrumentName: 'my.histogram'}),
    // rename 'my.counter' to 'my.renamed.counter'
    new View({ name: 'my.renamed.counter', instrumentName: 'my.counter'})
  ]
})

Example

See examples/prometheus for an end-to-end example, including exporting metrics.

Useful links

For more information on OpenTelemetry, visit: https://opentelemetry.io/
For more about OpenTelemetry JavaScript: https://github.com/open-telemetry/opentelemetry-js
For help or feedback on this project, join us in GitHub Discussions

License

Apache 2.0 - See LICENSE for more information.

Current Tags

0.25.1-alpha.23 ... canary (5 years ago)
0.31.0 ... latest (4 years ago)
0.28.0 ... next (4 years ago)

22 Versions

0.31.0 [deprecated] ... 4 years ago
0.30.0 [deprecated] ... 4 years ago
0.29.2 [deprecated] ... 4 years ago
0.29.1 [deprecated] ... 4 years ago
0.29.0 [deprecated] ... 4 years ago
0.28.0 [deprecated] ... 4 years ago
0.27.0 [deprecated] ... 4 years ago
0.26.0 [deprecated] ... 5 years ago
0.25.1-alpha.23 [deprecated] ... 5 years ago
0.25.1-alpha.13 [deprecated] ... 5 years ago
0.25.1-alpha.12 [deprecated] ... 5 years ago
0.25.1-alpha.4 [deprecated] ... 5 years ago
0.25.1-alpha.2 [deprecated] ... 5 years ago
0.25.0 [deprecated] ... 5 years ago
0.25.1-alpha.21 [deprecated] ... 5 years ago
0.24.1-alpha.20 [deprecated] ... 5 years ago
0.24.1-alpha.18 [deprecated] ... 5 years ago
0.24.1-alpha.14 [deprecated] ... 5 years ago
0.24.1-alpha.7 [deprecated] ... 5 years ago
0.24.1-alpha.6 [deprecated] ... 5 years ago
0.24.1-alpha.5 [deprecated] ... 5 years ago
0.24.1-alpha.4 [deprecated] ... 5 years ago