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Document using Prometheus metrics (#3249)
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@ -225,6 +225,8 @@ guides:
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section:
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- path: /engine/admin/
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title: Configuring and running Docker
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- path: /engine/admin/prometheus/
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title: Collect Docker metrics with Prometheus
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- path: /engine/admin/host_integration/
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title: Automatically start containers
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- path: /engine/admin/resource_constraints/
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---
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description: Collecting Docker metrics with Prometheus
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keywords: prometheus, metrics
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title: Collect Docker metrics with Prometheus
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---
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[Prometheus](https://prometheus.io/) is an open-source systems monitoring and
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alerting toolkit. You can configure Docker as a Prometheus target. This topic
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shows you how to configure Docker, set up Prometheus to run as a Docker
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container, and monitor your Docker instance using Prometheus.
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> **Warning**: The available metrics and the names of those metrics are in
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> active development and may change at any time.
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Currently, you can only monitor Docker itself. You cannot currently monitor your
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application using the Docker target.
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## Configure Docker
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To configure the Docker daemon as a Prometheus target, you need to specify the
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`metrics-address`. The best way to do this is via the `daemon.json`, which is
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located at one of the following locations by default. If the file does not
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exist, create it.
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- **Linux**: `/etc/docker/daemon.json`
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- **Windows Server**: `C:\ProgramData\docker\config\daemon.json`
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- **Docker for Mac / Docker for Windows**: Click the Docker icon in the toolbar,
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select **Preferences**, then select **Daemon**. Click **Advanced**.
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If the file is currently empty, paste the following:
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```json
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{
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"metrics-addr" : "127.0.0.1:9323",
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"experimental" : true
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}
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```
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If the file is not empty, add those two keys, making sure that the resulting
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file is valid JSON. Be careful that every line ends with a comma (`,`) except
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for the last line.
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Save the file, or in the case of Docker for Mac or Docker for Windows, save the
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configuration. Restart Docker.
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Docker now exposes Prometheus-compatible metrics on port 9323.
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## Configure and run Prometheus
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In this example, Prometheus runs as a Docker container on the same host.
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Copy one of the following configuration files and save it to
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`/tmp/prometheus.yml`. This is a stock Prometheus configuration file, except
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for the addition of the Docker job definition at the bottom of the file.
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Docker for Mac and Docker for Windows need a slightly different configuration.
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<ul class="nav nav-tabs">
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<li class="active"><a data-toggle="tab" data-target="#linux-config" data-group="linux">Docker for Linux</a></li>
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<li><a data-toggle="tab" data-target="#mac-config" data-group="mac">Docker for Mac or Windows</a></li>
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</ul>
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<div class="tab-content">
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<div id="linux-config" class="tab-pane fade in active" markdown="1">
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```yml
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# my global config
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global:
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scrape_interval: 15s # Set the scrape interval to every 15 seconds. Default is every 1 minute.
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evaluation_interval: 15s # Evaluate rules every 15 seconds. The default is every 1 minute.
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# scrape_timeout is set to the global default (10s).
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# Attach these labels to any time series or alerts when communicating with
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# external systems (federation, remote storage, Alertmanager).
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external_labels:
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monitor: 'codelab-monitor'
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# Load rules once and periodically evaluate them according to the global 'evaluation_interval'.
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rule_files:
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# - "first.rules"
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# - "second.rules"
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# A scrape configuration containing exactly one endpoint to scrape:
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# Here it's Prometheus itself.
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scrape_configs:
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# The job name is added as a label `job=<job_name>` to any timeseries scraped from this config.
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- job_name: 'prometheus'
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# metrics_path defaults to '/metrics'
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# scheme defaults to 'http'.
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static_configs:
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- targets: ['localhost:9090']
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- job_name: 'docker'
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# metrics_path defaults to '/metrics'
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# scheme defaults to 'http'.
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static_configs:
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- targets: ['localhost:9323']
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```
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</div><!-- linux -->
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<div id="mac-config" class="tab-pane fade" markdown="1">
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```yml
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# my global config
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global:
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scrape_interval: 15s # Set the scrape interval to every 15 seconds. Default is every 1 minute.
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evaluation_interval: 15s # Evaluate rules every 15 seconds. The default is every 1 minute.
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# scrape_timeout is set to the global default (10s).
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# Attach these labels to any time series or alerts when communicating with
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# external systems (federation, remote storage, Alertmanager).
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external_labels:
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monitor: 'codelab-monitor'
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# Load rules once and periodically evaluate them according to the global 'evaluation_interval'.
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rule_files:
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# - "first.rules"
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# - "second.rules"
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# A scrape configuration containing exactly one endpoint to scrape:
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# Here it's Prometheus itself.
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scrape_configs:
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# The job name is added as a label `job=<job_name>` to any timeseries scraped from this config.
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- job_name: 'prometheus'
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# metrics_path defaults to '/metrics'
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# scheme defaults to 'http'.
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static_configs:
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- targets: ['localhost:9090']
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- job_name: 'docker'
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# metrics_path defaults to '/metrics'
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# scheme defaults to 'http'.
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static_configs:
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- targets: ['192.168.65.1:9323']
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```
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</div><!-- mac / windows -->
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</div><!-- tabs -->
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Next, start a single-replica Prometheus service using this configuration.
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```bash
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$ docker service create --replicas 1 --name my-prometheus \
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--mount type=bind,source=/tmp/prometheus.yml,destination=/etc/prometheus/prometheus.yml \
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--publish 9090:9090/tcp \
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prom/prometheus
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```
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Verify that the Docker target is listed at http://localhost:9090/targets/.
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You will not be able to access the endpoint URLs directly if you use Docker
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for Mac or Docker for Windows.
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## Use Prometheus
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Create a graph. Click the **Graphs** link in the Prometheus UI. Choose a metric
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from the combo box to the right of the **Execute** button, and click
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**Execute**. The screenshot below shows the graph for
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`engine_daemon_network_actions_seconds_count`.
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The above graph shows a pretty idle Docker instance. Your graph might look
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different if you are running active workloads.
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To make the graph more interesting, create some network actions by starting
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a service with 10 tasks that just ping Docker non-stop (you can change the
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ping target to anything you like):
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```bash
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$ docker service create \
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--replicas 10 \
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--name ping_service \
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alpine ping docker.com
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```
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Wait a few minutes (the default scrape interval is 15 seconds) and reload
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your graph.
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When you are ready, stop and remove the `ping_service` service, so that you
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are not flooding a host with pings for no reason.
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```bash
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$ docker service remove ping_service
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```
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Wait a few minutes and you should see that the graph falls back to the idle
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level.
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## Next steps
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- Read the [Prometheus documentation](https://prometheus.io/docs/introduction/overview/){: target="_blank" class="_" }
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- Set up some [alerts](https://prometheus.io/docs/alerting/rules/){: target="_blank" class="_" }
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