8.3 KiB
| title | aliases | weight | |
|---|---|---|---|
| Node.js |
|
2 |
This guide will show you how to get started with tracing in Node.js.
Prerequisites
Ensure that you have the following installed locally:
- Node.js
- TypeScript, if you will be using TypeScript.
Example Application
The following example uses a basic Express application.
Dependencies
First, create an empty package.json:
npm init -f
Next, install Express dependencies.
{{< tabpane lang=shell persistLang=false >}}
{{< tab TypeScript >}}
npm install typescript
ts-node
@types/node
express
@types/express
{{< /tab >}}
{{< tab JavaScript >}} npm install express {{< /tab >}}
{{< /tabpane >}}
Code
If you are using TypeScript, then run following command:
tsc --init
Create app.ts|js and add the following code to the file:
{{< tabpane langEqualsHeader=true >}}
{{< tab TypeScript >}} /app.ts/ import express, { Express } from "express";
const PORT: number = parseInt(process.env.PORT || "8080"); const app: Express = express();
app.get("/", (req, res) => { res.send("Hello World"); });
app.listen(PORT, () => {
console.log(Listening for requests on http://localhost:${PORT});
});
{{< /tab >}}
{{< tab JavaScript >}} /app.js/ const express = require("express");
const PORT = parseInt(process.env.PORT || "8080"); const app = express();
app.get("/", (req, res) => { res.send("Hello World"); });
app.listen(PORT, () => {
console.log(Listening for requests on http://localhost:${PORT});
});
{{< /tab >}}
{{< /tabpane>}}
Run the application with the following request and open http://localhost:8080 in your web browser to ensure it is working.
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{{< tab TypeScript >}} $ ts-node app.ts Listening for requests on http://localhost:8080 {{< /tab >}}
{{< tab JavaScript >}} $ node app.js Listening for requests on http://localhost:8080 {{< /tab >}}
{{< /tabpane >}}
Tracing
The following shows how to install, initialize, and run an application instrumented with traces.
Dependencies
First, install the Node SDK and autoinstrumentations package.
The Node SDK lets you intialize OpenTelemetry with several configuration defaults that are correct for the majorty of use cases.
The auto-instrumentations-node package installs instrumentation packages that
will automatically create spans corresponding to code called in libraries. In
this case, it provides instrumentation for Express, letting the example app
automatically create spans for each incoming request.
npm install @opentelemetry/sdk-node \
@opentelemetry/auto-instrumentations-node
To find all autoinstrumentation modules, you can look at the registry.
Setup
The tracing setup and configuration must be run before your application code.
One tool commonly used for this task is the
-r, --require module
flag.
Create a file named tracing.ts|js, which will contain your tracing setup code.
{{< tabpane langEqualsHeader=true >}}
{{< tab TypeScript >}} /tracing.ts/ import { NodeSDK } from '@opentelemetry/sdk-node'; import { ConsoleSpanExporter } from '@opentelemetry/sdk-trace-node'; import { getNodeAutoInstrumentations } from '@opentelemetry/auto-instrumentations-node';
const sdk = new NodeSDK({ traceExporter: new ConsoleSpanExporter(), instrumentations: [getNodeAutoInstrumentations()] });
sdk .start() .then(() => { console.log('Tracing initialized'); }) .catch((error) => console.log('Error initializing tracing', error)); {{< /tab >}}
{{< tab JavaScript >}} /tracing.js/ // Require dependencies const opentelemetry = require("@opentelemetry/sdk-node"); const { getNodeAutoInstrumentations } = require("@opentelemetry/auto-instrumentations-node");
const sdk = new opentelemetry.NodeSDK({ traceExporter: new opentelemetry.tracing.ConsoleSpanExporter(), instrumentations: [getNodeAutoInstrumentations()] });
sdk .start() .then(() => { console.log('Tracing initialized'); }) .catch((error) => console.log('Error initializing tracing', error)); {{< /tab >}}
{{< /tabpane >}}
Run Application
Now you can run your application as you normally would, but you can use the
--require flag to load the tracing code before the application code.
{{< tabpane lang=console persistLang=false >}}
{{< tab TypeScript >}} $ ts-node --require ./tracing.ts app.ts Listening for requests on http://localhost:8080 {{< /tab >}}
{{< tab JavaScript >}} $ node --require ./tracing.js app.js Listening for requests on http://localhost:8080 {{< /tab >}}
{{< /tabpane >}}
Open http://localhost:8080 in your web browser and reload the page a few
times, after a while you should see the spans printed in the console by the
ConsoleSpanExporter.
View example output
{
"traceId": "3f1fe6256ea46d19ec3ca97b3409ad6d",
"parentId": "f0b7b340dd6e08a7",
"name": "middleware - query",
"id": "41a27f331c7bfed3",
"kind": 0,
"timestamp": 1624982589722992,
"duration": 417,
"attributes": {
"http.route": "/",
"express.name": "query",
"express.type": "middleware"
},
"status": { "code": 0 },
"events": []
}
{
"traceId": "3f1fe6256ea46d19ec3ca97b3409ad6d",
"parentId": "f0b7b340dd6e08a7",
"name": "middleware - expressInit",
"id": "e0ed537a699f652a",
"kind": 0,
"timestamp": 1624982589725778,
"duration": 673,
"attributes": {
"http.route": "/",
"express.name": "expressInit",
"express.type": "middleware"
},
"status": { code: 0 },
"events": []
}
{
"traceId": "3f1fe6256ea46d19ec3ca97b3409ad6d",
"parentId": "f0b7b340dd6e08a7",
"name": "request handler - /",
"id": "8614a81e1847b7ef",
"kind": 0,
"timestamp": 1624982589726941,
"duration": 21,
"attributes": {
"http.route": "/",
"express.name": "/",
"express.type": "request_handler"
},
"status": { code: 0 },
"events": []
}
{
"traceId": "3f1fe6256ea46d19ec3ca97b3409ad6d",
"parentId": undefined,
"name": "GET /",
"id": "f0b7b340dd6e08a7",
"kind": 1,
"timestamp": 1624982589720260,
"duration": 11380,
"attributes": {
"http.url": "http://localhost:8080/",
"http.host": "localhost:8080",
"net.host.name": "localhost",
"http.method": "GET",
"http.route": "",
"http.target": "/",
"http.user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.114 Safari/537.36",
"http.flavor": "1.1",
"net.transport": "ip_tcp",
"net.host.ip": "::1",
"net.host.port": 8080,
"net.peer.ip": "::1",
"net.peer.port": 61520,
"http.status_code": 304,
"http.status_text": "NOT MODIFIED"
},
"status": { "code": 1 },
"events": []
}
Next Steps
Enrich your instrumentation generated automatically with manual instrumentation of your own codebase. This gets you customized observability data.
You'll also want to configure an appropriate exporter to export your telemetry data to one or more telemetry backends.
Troubleshooting
Did something go wrong? You can enable diagnostic logging to validate that OpenTelemetry is initialized correctly:
{{< tabpane langEqualsHeader=true >}}
{{< tab TypeScript >}} /tracing.ts/ import { diag, DiagConsoleLogger, DiagLogLevel } from '@opentelemetry/api';
// For troubleshooting, set the log level to DiagLogLevel.DEBUG diag.setLogger(new DiagConsoleLogger(), DiagLogLevel.INFO);
// const sdk = new opentelemetry.NodeSDK({... {{< /tab >}}
{{< tab JavaScript >}} /tracing.js/ // Require dependencies const { diag, DiagConsoleLogger, DiagLogLevel } = require('@opentelemetry/api');
// For troubleshooting, set the log level to DiagLogLevel.DEBUG diag.setLogger(new DiagConsoleLogger(), DiagLogLevel.INFO);
// const sdk = new opentelemetry.NodeSDK({... {{< /tab >}}
{{< /tabpane >}}