What is @opentelemetry/core?
The @opentelemetry/core package is part of the OpenTelemetry project, which provides a set of APIs, libraries, agents, and instrumentation to provide observability for applications. Specifically, the core package includes fundamental building blocks for creating and managing telemetry data (metrics, traces, logs) and is designed to be used by other OpenTelemetry packages to create a complete observability framework.
What are @opentelemetry/core's main functionalities?
Context Management
This feature allows for the propagation of context information across asynchronous operations in your application. The context is used to store and access current execution-specific data, such as active span in tracing.
const { context, ROOT_CONTEXT } = require('@opentelemetry/core');
const ctx = context.active();
const newContext = context.with(ROOT_CONTEXT, () => {});
Propagation
Propagation is used to transmit context (e.g., traces and correlations) across process boundaries. It includes utilities to inject and extract context information from carriers in various formats.
const { propagation, defaultTextMapGetter } = require('@opentelemetry/core');
const carrier = {};
const context = propagation.extract(ROOT_CONTEXT, carrier, defaultTextMapGetter);
Instrumentation
Instrumentation is a core part of OpenTelemetry, allowing developers to collect telemetry data (metrics, logs, and traces) from their applications. This feature provides diagnostic logging capabilities.
const { diag } = require('@opentelemetry/core');
diag.setLogger(new DiagConsoleLogger(), DiagLogLevel.INFO);
Other packages similar to @opentelemetry/core
jaeger-client
Jaeger client is a distributed tracing system. It's similar to @opentelemetry/core in that it provides tracing capabilities, but it's specifically designed for use with the Jaeger backend. Unlike OpenTelemetry, which aims to be vendor-neutral, Jaeger client is tailored for Jaeger.
prom-client
Prom-client is a client for the Prometheus monitoring system, focusing on gathering metrics. It's similar to the metrics collection part of @opentelemetry/core but is specifically designed for use with Prometheus rather than being part of a broader observability framework.
OpenTelemetry Core
This package provides default implementations of the OpenTelemetry API for trace and metrics. It's intended for use both on the server and in the browser.
Built-in Implementations
Built-in Propagators
HttpTraceContext Propagator
OpenTelemetry provides a text-based approach to propagate context to remote services using the W3C Trace Context HTTP headers.
const api = require("@opentelemetry/api");
const { HttpTraceContext } = require("@opentelemetry/core");
api.propagation.setGlobalPropagator(new HttpTraceContext());
B3 Propagator
This is propagator for the B3 HTTP header format, which sends a SpanContext
on the wire in an HTTP request, allowing other services to create spans with the right context. Based on: https://github.com/openzipkin/b3-propagation
const api = require("@opentelemetry/api");
const { B3Propagator } = require("@opentelemetry/core");
api.propagation.setGlobalPropagator(new B3Propagator());
Composite Propagator
Combines multiple propagators into a single propagator.
This is used as a default Propagator
const api = require("@opentelemetry/api");
const { CompositePropagator } = require("@opentelemetry/core");
api.propagation.setGlobalPropagator(new CompositePropagator());
Correlation Context Propagator
Provides a text-based approach to propagate correlation context to remote services using the OpenTelemetry CorrelationContext Propagation HTTP headers.
const api = require("@opentelemetry/api");
const { HttpCorrelationContext } = require("@opentelemetry/core");
api.propagation.setGlobalPropagator(new HttpCorrelationContext());
Built-in Sampler
Sampler is used to make decisions on Span
sampling.
AlwaysOn
Samples every trace regardless of upstream sampling decisions.
This is used as a default Sampler
const { NodeTracerProvider } = require("@opentelemetry/node");
const { AlwaysOnSampler } = require("@opentelemetry/core");
const tracerProvider = new NodeTracerProvider({
sampler: new AlwaysOnSampler()
});
AlwaysOff
Doesn't sample any trace, regardless of upstream sampling decisions.
const { NodeTracerProvider } = require("@opentelemetry/node");
const { AlwaysOffSampler } = require("@opentelemetry/core");
const tracerProvider = new NodeTracerProvider({
sampler: new AlwaysOffSampler()
});
TraceIdRatioBased
Samples some percentage of traces, calculated deterministically using the trace ID.
Any trace that would be sampled at a given percentage will also be sampled at any higher percentage.
The TraceIDRatioSampler
may be used with the ParentBasedSampler
to respect the sampled flag of an incoming trace.
const { NodeTracerProvider } = require("@opentelemetry/node");
const { TraceIdRatioBasedSampler } = require("@opentelemetry/core");
const tracerProvider = new NodeTracerProvider({
sampler: new ParentBasedSampler({
root: new TraceIdRatioBasedSampler(0.5)
});
});
ParentBasedSampler
- This is a composite sampler.
ParentBased
helps distinguished between the
following cases:
- No parent (root span).
- Remote parent with
sampled
flag true
- Remote parent with
sampled
flag false
- Local parent with
sampled
flag true
- Local parent with
sampled
flag false
Required parameters:
root(Sampler)
- Sampler called for spans with no parent (root spans)
Optional parameters:
remoteParentSampled(Sampler)
(default: AlwaysOn
)remoteParentNotSampled(Sampler)
(default: AlwaysOff
)localParentSampled(Sampler)
(default: AlwaysOn
)localParentNotSampled(Sampler)
(default: AlwaysOff
)
Parent | parent.isRemote() | parent.isSampled() | Invoke sampler |
---|
absent | n/a | n/a | root() |
present | true | true | remoteParentSampled() |
present | true | false | remoteParentNotSampled() |
present | false | true | localParentSampled() |
present | false | false | localParentNotSampled() |
const { NodeTracerProvider } = require("@opentelemetry/node");
const { ParentBasedSampler, AlwaysOffSampler, TraceIdRatioBasedSampler } = require("@opentelemetry/core");
const tracerProvider = new NodeTracerProvider({
sampler: new ParentBasedSampler({
root: new TraceIdRatioBasedSampler(0.5)
})
});
Useful links
License
Apache 2.0 - See LICENSE for more information.