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OpenTelemetry Collector Quick Start; Documentation Audit

A practical review of the OpenTelemetry Collector quick start, focusing on clarity, flow, and developer experience.

Observations

These observations were submitted to the OpenTelemetry documentation repository — Issue #9589.

Open Source Contribution

These observations were submitted to the OpenTelemetry documentation repository — Issue #9589.

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Introduction

Get the OpenTelemetry Collector running locally and see traces flowing through it in minutes.

In this guide, you will:

You'll need Docker and Go installed before starting. This guide takes about 10–15 minutes to complete.

By the end, you'll have a working telemetry pipeline you can build on. For a deeper explanation of how the Collector works, see the Collector overview.

Prerequisites

You'll need the following tools installed:

If GOBIN isn't set, run:

export GOBIN=${GOBIN:-$(go env GOPATH)/bin}

This guide uses bash. If you're using a different shell, you may need to adjust the command syntax.

Set up the environment

Pull the OpenTelemetry Collector Docker image:

docker pull otel/opentelemetry-collector:0.149.0

This command uses a fixed version for consistency. Check the Collector releases page for newer versions.

Next, install telemetrygen, a tool used to generate sample telemetry data:

go install github.com/open-telemetry/opentelemetry-collector-contrib/cmd/telemetrygen@latest
Generate and collect telemetry

Start the Collector

In your first terminal, run:

docker run \
  -p 127.0.0.1:4317:4317 \
  -p 127.0.0.1:4318:4318 \
  -p 127.0.0.1:55679:55679 \
  otel/opentelemetry-collector:0.149.0

This starts the Collector and exposes:

ZPages is the Collector's built-in debug interface. It lets you inspect traces directly in your browser without connecting an external backend.

Generate sample traces

Open a second terminal and run:

$GOBIN/telemetrygen traces --otlp-insecure --traces 3

You should see output similar to:

traces generated {"worker": 0, "traces": 3}

This confirms that telemetry was successfully generated and sent to the Collector.

View traces in the browser

Open:

http://localhost:55679/debug/tracez

Select any trace from the table to inspect it.

Stop the Collector

Press Ctrl+C to stop the Collector.

(Optional) Inspect Collector logs

If you want to dig deeper into the Collector's output, you can pipe logs to a file:

docker run \
  -p 127.0.0.1:4317:4317 \
  -p 127.0.0.1:4318:4318 \
  -p 127.0.0.1:55679:55679 \
  otel/opentelemetry-collector:0.149.0 \
  2>&1 | tee collector-output.txt

Then filter relevant entries:

grep -E '^Span|(ID|Name|Kind|time|Status \w+)\s+:' collector-output.txt

Next steps

You've run the OpenTelemetry Collector locally and verified that traces flow through it. Here's where to go next, in order of what makes the most sense after this guide: