title | linkTitle | weight | description | cSpell:ignore |
---|---|---|---|---|
Using instrumentation libraries |
Libraries |
40 |
How to instrument libraries an app depends on |
metapackage metapackages |
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If a library does not come with OpenTelemetry out of the box, you can use instrumentation libraries in order to generate telemetry data for a library or framework.
For example, the instrumentation library for Express will automatically create spans based on the inbound HTTP requests.
Each instrumentation library is an NPM package. For example, here’s how you can install the instrumentation-express and instrumentation-http instrumentation libraries to instrument inbound and outbound HTTP traffic:
npm install --save @opentelemetry/instrumentation-http @opentelemetry/instrumentation-express
OpenTelemetry JavaScript also defines metapackages auto-instrumentation-node and auto-instrumentation-web, that bundle all Node.js- or web-based instrumentation libraries into a single package. It’s a convenient way to add automatically-generated telemetry for all your libraries with minimal effort:
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npm install --save @opentelemetry/auto-instrumentations-node
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npm install --save @opentelemetry/auto-instrumentations-web
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Note, that using those metapackages increases your dependency graph size. Use individual instrumentation libraries if you know exactly which ones you need.
After installing the instrumentation libraries you need, register them with the
OpenTelemetry SDK for Node.js. If you followed the
Getting Started you already use
the metapackages. If you followed the instructions
to initialize the SDK for manual instrumentation,
update your instrumentation.ts
(or instrumentation.js
) as follows:
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{{% tab TypeScript %}}
/*instrumentation.ts*/
...
import { getNodeAutoInstrumentations } from '@opentelemetry/auto-instrumentations-node';
const sdk = new NodeSDK({
...
// This registers all instrumentation packages
instrumentations: [getNodeAutoInstrumentations()]
});
sdk.start()
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{{% tab JavaScript %}}
/*instrumentation.js*/
const { getNodeAutoInstrumentations } = require('@opentelemetry/auto-instrumentations-node');
const sdk = new NodeSDK({
...
// This registers all instrumentation packages
instrumentations: [getNodeAutoInstrumentations()]
});
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To disable individual instrumentation libraries you can apply the following change:
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{{% tab TypeScript %}}
/*instrumentation.ts*/
...
import { getNodeAutoInstrumentations } from '@opentelemetry/auto-instrumentations-node';
const sdk = new NodeSDK({
...
// This registers all instrumentation packages
instrumentations: [
getNodeAutoInstrumentations({
'@opentelemetry/instrumentation-fs': {
enabled: false,
},
}),
],
});
sdk.start()
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{{% tab JavaScript %}}
/*instrumentation.js*/
const { getNodeAutoInstrumentations } = require('@opentelemetry/auto-instrumentations-node');
const sdk = new NodeSDK({
...
// This registers all instrumentation packages
instrumentations: [
getNodeAutoInstrumentations({
'@opentelemetry/instrumentation-fs': {
enabled: false,
},
}),
],
});
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To only load individual instrumentation libraries, replace
[getNodeAutoInstrumentations()]
with the list of those you need:
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{{% tab TypeScript %}}
/*instrumentation.ts*/
...
import { HttpInstrumentation } from "@opentelemetry/instrumentation-http";
import { ExpressInstrumentation } from "@opentelemetry/instrumentation-express";
const sdk = new NodeSDK({
...
instrumentations: [
// Express instrumentation expects HTTP layer to be instrumented
new HttpInstrumentation(),
new ExpressInstrumentation(),
]
});
sdk.start()
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/*instrumentation.js*/
const { HttpInstrumentation } = require("@opentelemetry/instrumentation-http");
const { ExpressInstrumentation } = require("@opentelemetry/instrumentation-express");
const sdk = new NodeSDK({
...
instrumentations: [
// Express instrumentation expects HTTP layer to be instrumented
new HttpInstrumentation(),
new ExpressInstrumentation(),
]
});
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Some instrumentation libraries offer additional configuration options.
For example, Express instrumentation offers ways to ignore specified middleware or enrich spans created automatically with a request hook:
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import { Span } from '@opentelemetry/api';
import {
SEMATTRS_HTTP_METHOD,
SEMATTRS_HTTP_URL,
} from '@opentelemetry/semantic-conventions';
import {
ExpressInstrumentation,
ExpressLayerType,
ExpressRequestInfo,
} from '@opentelemetry/instrumentation-express';
const expressInstrumentation = new ExpressInstrumentation({
requestHook: function (span: Span, info: ExpressRequestInfo) {
if (info.layerType === ExpressLayerType.REQUEST_HANDLER) {
span.setAttribute(SEMATTRS_HTTP_METHOD, info.request.method);
span.setAttribute(SEMATTRS_HTTP_URL, info.request.baseUrl);
}
},
});
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{{% tab JavaScript %}}
/*instrumentation.js*/
const {
SEMATTRS_HTTP_METHOD,
SEMATTRS_HTTP_URL,
} = require('@opentelemetry/semantic-conventions');
const {
ExpressInstrumentation,
ExpressLayerType,
} = require('@opentelemetry/instrumentation-express');
const expressInstrumentation = new ExpressInstrumentation({
requestHook: function (span, info) {
if (info.layerType === ExpressLayerType.REQUEST_HANDLER) {
span.setAttribute(SEMATTRS_HTTP_METHOD, info.request.method);
span.setAttribute(SEMATTRS_HTTP_URL, info.request.baseUrl);
}
},
});
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You'll need to refer to each instrumentation library's documentation for advanced configuration.
You can find a list of available instrumentation in the registry.
If you want to add native instrumentation to your library, you should review the following documentation:
- The concept page Libraries provides you with insights on when to instrument and what to instrument
- The manual instrumentation provides you with the required code examples to create traces, metrics and logs for your library
- The Instrumentation Implementation Guide for Node.js and browser contains JavaScript specific best practices for creating library instrumentation.
While having out of the box observability for an application is the preferred way, this is not always possible or desired. In those cases, you can create an instrumentation library, which would inject instrumentation calls, using mechanisms such as wrapping interfaces, subscribing to library-specific callbacks, or translating existing telemetry into the OpenTelemetry model.
To create such a library follow the Instrumentation Implementation Guide for Node.js and browser.