Mesos

This check collects metrics for Mesos masters. For Mesos slave metrics, see the Mesos Slave integration.

Mesos master Dashboard

Overview

This check collects metrics from Mesos masters for:

  • Cluster resources
  • Slaves registered, active, inactive, connected, disconnected, etc
  • Number of tasks failed, finished, staged, running, etc
  • Number of frameworks active, inactive, connected, and disconnected

And many more.

Setup

Installation

The installation is the same on Mesos with and without DC/OS. Run the datadog-agent container on each of your Mesos master nodes:

docker run -d --name datadog-agent \
  -v /var/run/docker.sock:/var/run/docker.sock:ro \
  -v /proc/:/host/proc/:ro \
  -v /sys/fs/cgroup/:/host/sys/fs/cgroup:ro \
  -e DD_API_KEY=<YOUR_DATADOG_API_KEY> \
  -e MESOS_MASTER=true \
  -e MARATHON_URL=http://leader.mesos:8080 \
  datadog/agent:latest

Substitute your Datadog API key and Mesos Master’s API URL into the command above.

Configuration

If you passed the correct Master URL when starting datadog-agent, the Agent is already using a default mesos_master.d/conf.yaml to collect metrics from your masters. See the sample mesos_master.d/conf.yaml for all available configuration options.

Unless your masters’ API uses a self-signed certificate. In that case, set disable_ssl_validation: true in mesos_master.d/conf.yaml.

Log collection

  1. Collecting logs is disabled by default in the Datadog Agent, enable it in your datadog.yaml file:

    logs_enabled: true
    
  2. Add this configuration block to your mesos_master.d/conf.yaml file to start collecting your Mesos logs:

    logs:
      - type: file
        path: /var/log/mesos/*
        source: mesos
    

    Change the path parameter value based on your environment, or use the default docker stdout:

    logs:
      - type: docker
        source: mesos
    

    See the sample mesos_master.d/conf.yaml for all available configuration options.

  3. Restart the Agent.

To enable logs for Kubernetes environments, see Kubernetes Log Collection.

Validation

In Datadog, search for mesos.cluster in the Metrics Explorer.

Data Collected

Metrics

mesos.cluster.cpus_percent
(gauge)
Percentage of allocated CPUs
Shown as percent
mesos.cluster.cpus_total
(gauge)
Number of CPUs
mesos.cluster.cpus_used
(gauge)
Number of allocated CPUs
mesos.cluster.disk_percent
(gauge)
Percentage of allocated disk space
Shown as percent
mesos.cluster.disk_total
(gauge)
Disk space
Shown as mebibyte
mesos.cluster.disk_used
(gauge)
Allocated disk space
Shown as mebibyte
mesos.cluster.dropped_messages
(gauge)
Number of dropped messages
Shown as message
mesos.cluster.event_queue_dispatches
(gauge)
Number of dispatches in the event queue
mesos.cluster.event_queue_http_requests
(gauge)
Number of HTTP requests in the event queue
Shown as request
mesos.cluster.event_queue_messages
(gauge)
Number of messages in the event queue
Shown as message
mesos.cluster.frameworks_active
(gauge)
Number of active frameworks
mesos.cluster.frameworks_connected
(gauge)
Number of connected frameworks
mesos.cluster.frameworks_disconnected
(gauge)
Number of disconnected frameworks
mesos.cluster.frameworks_inactive
(gauge)
Number of inactive frameworks
mesos.cluster.gpus_percent
(gauge)
Percentage of allocated GPUs
Shown as percent
mesos.cluster.gpus_total
(gauge)
Number of GPUs
mesos.cluster.gpus_used
(gauge)
Number of allocated GPUs
mesos.cluster.invalid_framework_to_executor_messages
(gauge)
Number of invalid framework messages
Shown as message
mesos.cluster.invalid_status_update_acknowledgements
(gauge)
Number of invalid status update acknowledgements
mesos.cluster.invalid_status_updates
(gauge)
Number of invalid status updates
mesos.cluster.mem_percent
(gauge)
Percentage of allocated memory
Shown as percent
mesos.cluster.mem_total
(gauge)
Total memory
Shown as mebibyte
mesos.cluster.mem_used
(gauge)
Allocated memory
Shown as mebibyte
mesos.cluster.outstanding_offers
(gauge)
Number of outstanding resource offers
mesos.cluster.slave_registrations
(gauge)
Number of slaves that were able to cleanly re-join the cluster and connect back to the master after the master is disconnected.
mesos.cluster.slave_removals
(gauge)
Number of slaves removed for various reasons, including maintenance
mesos.cluster.slave_reregistrations
(gauge)
Number of slave re-registrations
mesos.cluster.slave_shutdowns_canceled
(gauge)
Number of cancelled slave shutdowns
mesos.cluster.slave_shutdowns_scheduled
(gauge)
Number of slaves which have failed their health check and are scheduled to be removed
mesos.cluster.slaves_active
(gauge)
Number of active slaves
mesos.cluster.slaves_connected
(gauge)
Number of connected slaves
mesos.cluster.slaves_disconnected
(gauge)
Number of disconnected slaves
mesos.cluster.slaves_inactive
(gauge)
Number of inactive slaves
mesos.cluster.tasks_error
(gauge)
Number of tasks that were invalid
Shown as task
mesos.cluster.tasks_failed
(count)
Number of failed tasks
Shown as task
mesos.cluster.tasks_finished
(count)
Number of finished tasks
Shown as task
mesos.cluster.tasks_killed
(count)
Number of killed tasks
Shown as task
mesos.cluster.tasks_lost
(count)
Number of lost tasks
Shown as task
mesos.cluster.tasks_running
(gauge)
Number of running tasks
Shown as task
mesos.cluster.tasks_staging
(gauge)
Number of staging tasks
Shown as task
mesos.cluster.tasks_starting
(gauge)
Number of starting tasks
Shown as task
mesos.cluster.valid_framework_to_executor_messages
(gauge)
Number of valid framework messages
Shown as message
mesos.cluster.valid_status_update_acknowledgements
(gauge)
Number of valid status update acknowledgements
mesos.cluster.valid_status_updates
(gauge)
Number of valid status updates
mesos.framework.cpu
(gauge)
Framework cpu
mesos.framework.disk
(gauge)
Framework disk
Shown as mebibyte
mesos.framework.mem
(gauge)
Framework mem
Shown as mebibyte
mesos.registrar.log.recovered
(gauge)
Registrar log recovered
mesos.registrar.queued_operations
(gauge)
Number of queued operations
mesos.registrar.registry_size_bytes
(gauge)
Registry size
Shown as byte
mesos.registrar.state_fetch_ms
(gauge)
Registry read latency
Shown as millisecond
mesos.registrar.state_store_ms
(gauge)
Registry write latency
Shown as millisecond
mesos.registrar.state_store_ms.count
(gauge)
Registry write count
mesos.registrar.state_store_ms.max
(gauge)
Maximum registry write latency
Shown as millisecond
mesos.registrar.state_store_ms.min
(gauge)
Minimum registry write latency
Shown as millisecond
mesos.registrar.state_store_ms.p50
(gauge)
Median registry write latency
Shown as millisecond
mesos.registrar.state_store_ms.p90
(gauge)
90th percentile registry write latency
Shown as millisecond
mesos.registrar.state_store_ms.p95
(gauge)
95th percentile registry write latency
Shown as millisecond
mesos.registrar.state_store_ms.p99
(gauge)
99th percentile registry write latency
Shown as millisecond
mesos.registrar.state_store_ms.p999
(gauge)
99.9th percentile registry write latency
Shown as millisecond
mesos.registrar.state_store_ms.p9999
(gauge)
99.99th percentile registry write latency
Shown as millisecond
mesos.role.cpu
(gauge)
Role cpu
mesos.role.disk
(gauge)
Role disk
Shown as mebibyte
mesos.role.mem
(gauge)
Role mem
Shown as mebibyte
mesos.stats.elected
(gauge)
Whether this is the elected master
mesos.stats.registered
(gauge)
Whether this slave is registered with a master
mesos.stats.system.cpus_total
(gauge)
Number of CPUs available
mesos.stats.system.load_15min
(gauge)
Load average for the past 15 minutes
mesos.stats.system.load_1min
(gauge)
Load average for the past minutes
mesos.stats.system.load_5min
(gauge)
Load average for the past 5 minutes
mesos.stats.system.mem_free_bytes
(gauge)
Free memory
Shown as byte
mesos.stats.system.mem_total_bytes
(gauge)
Total memory
Shown as byte
mesos.stats.uptime_secs
(gauge)
Uptime
Shown as second

Events

The Mesos-master check does not include any events.

Service Checks

mesos_master.can_connect
Returns CRITICAL if the Agent cannot connect to the Mesos Master API to collect metrics, UNKNOWN if the master is not detected as the leader, otherwise OK.
Statuses: ok, critical, unknown

Troubleshooting

Need help? Contact Datadog support.

Further Reading

Mesos Slave Integration

Mesos Slave Dashboard

Overview

This Agent check collects metrics from Mesos slaves for:

  • System load
  • Number of tasks failed, finished, staged, running, etc
  • Number of executors running, terminated, etc

And many more.

This check also creates a service check for every executor task.

Setup

Installation

See Installing Datadog on Mesos with DC/OS to install the Datadog Agent on each Mesos agent node with the DC/OS web UI.

Configuration

DC/OS

  1. In the DC/OS web UI, click on the Universe tab. Find the datadog package and click the Install button.
  2. Click the Advanced Installation button.
  3. Enter your Datadog API Key in the first field.
  4. In the Instances field, enter the number of slave nodes in your cluster (You can determine the number of nodes in your cluster by clicking the Nodes tab on the left side of the DC/OS web ui).
  5. Click Review and Install then Install

Marathon

If you are not using DC/OS, use the Marathon web UI or post to the API URL the following JSON to define the Datadog Agent. You must change <YOUR_DATADOG_API_KEY> with your API Key and the number of instances with the number of slave nodes on your cluster. You may also need to update the docker image used to more recent tag. You can find the latest on Docker Hub

{
  "id": "/datadog-agent",
  "cmd": null,
  "cpus": 0.05,
  "mem": 256,
  "disk": 0,
  "instances": 1,
  "constraints": [
    ["hostname", "UNIQUE"],
    ["hostname", "GROUP_BY"]
  ],
  "acceptedResourceRoles": ["slave_public", "*"],
  "container": {
    "type": "DOCKER",
    "volumes": [
      {
        "containerPath": "/var/run/docker.sock",
        "hostPath": "/var/run/docker.sock",
        "mode": "RO"
      },
      { "containerPath": "/host/proc", "hostPath": "/proc", "mode": "RO" },
      {
        "containerPath": "/host/sys/fs/cgroup",
        "hostPath": "/sys/fs/cgroup",
        "mode": "RO"
      }
    ],
    "docker": {
      "image": "datadog/agent:latest",
      "network": "BRIDGE",
      "portMappings": [
        {
          "containerPort": 8125,
          "hostPort": 8125,
          "servicePort": 10000,
          "protocol": "udp",
          "labels": {}
        }
      ],
      "privileged": false,
      "parameters": [
        { "key": "name", "value": "datadog-agent" },
        { "key": "env", "value": "DD_API_KEY=<YOUR_DATADOG_API_KEY>" },
        { "key": "env", "value": "MESOS_SLAVE=true" }
      ],
      "forcePullImage": false
    }
  },
  "healthChecks": [
    {
      "protocol": "COMMAND",
      "command": { "value": "/probe.sh" },
      "gracePeriodSeconds": 300,
      "intervalSeconds": 60,
      "timeoutSeconds": 20,
      "maxConsecutiveFailures": 3
    }
  ],
  "portDefinitions": [
    { "port": 10000, "protocol": "tcp", "name": "default", "labels": {} },
    { "port": 10001, "protocol": "tcp", "labels": {} }
  ]
}

Unless you want to configure a custom mesos_slave.d/conf.yaml-perhaps you need to set disable_ssl_validation: true-you don’t need to do anything after installing the Agent.

Log collection

  1. Collecting logs is disabled by default in the Datadog Agent, enable it in your datadog.yaml file:

    logs_enabled: true
    
  2. Add this configuration block to your mesos_slave.d/conf.yaml file to start collecting your Mesos logs:

    logs:
      - type: file
        path: /var/log/mesos/*
        source: mesos
    

    Change the path parameter value based on your environment, or use the default docker stdout:

    logs:
      - type: docker
        source: mesos
    

    See the sample mesos_slave.d/conf.yaml for all available configuration options.

  3. Restart the Agent.

To enable logs for Kubernetes environments, see Kubernetes Log Collection.

Validation

DC/OS

Under the Services tab in the DC/OS web UI you should see the Datadog Agent shown. In Datadog, search for mesos.slave in the Metrics Explorer.

Marathon

If you are not using DC/OS, then datadog-agent is in the list of running applications with a healthy status. In Datadog, search for mesos.slave in the Metrics Explorer.

Data Collected

Metrics

mesos.slave.cpus_percent
(gauge)
Percentage of allocated CPUs
Shown as percent
mesos.slave.cpus_total
(gauge)
Number of CPUs
mesos.slave.cpus_used
(gauge)
Number of allocated CPUs
mesos.slave.disk_percent
(gauge)
Percentage of allocated disk space
Shown as percent
mesos.slave.disk_total
(gauge)
Disk space
Shown as mebibyte
mesos.slave.disk_used
(gauge)
Allocated disk space
Shown as mebibyte
mesos.slave.executors_registering
(gauge)
Number of executors registering
mesos.slave.executors_running
(gauge)
Number of executors running
mesos.slave.executors_terminated
(gauge)
Number of terminated executors
mesos.slave.executors_terminating
(gauge)
Number of terminating executors
mesos.slave.frameworks_active
(gauge)
Number of active frameworks
mesos.slave.gpus_percent
(gauge)
Percentage of allocated GPUs
Shown as percent
mesos.slave.gpus_total
(gauge)
Number of GPUs
mesos.slave.gpus_used
(gauge)
Number of allocated GPUs
mesos.slave.invalid_framework_messages
(gauge)
Number of invalid framework messages
Shown as message
mesos.slave.invalid_status_updates
(gauge)
Number of invalid status updates
mesos.slave.mem_percent
(gauge)
Percentage of allocated memory
Shown as percent
mesos.slave.mem_total
(gauge)
Total memory
Shown as mebibyte
mesos.slave.mem_used
(gauge)
Allocated memory
Shown as mebibyte
mesos.slave.recovery_errors
(gauge)
Number of errors encountered during slave recovery
Shown as error
mesos.slave.tasks_failed
(count)
Number of failed tasks
Shown as task
mesos.slave.tasks_finished
(count)
Number of finished tasks
Shown as task
mesos.slave.tasks_killed
(count)
Number of killed tasks
Shown as task
mesos.slave.tasks_lost
(count)
Number of lost tasks
Shown as task
mesos.slave.tasks_running
(gauge)
Number of running tasks
Shown as task
mesos.slave.tasks_staging
(gauge)
Number of staging tasks
Shown as task
mesos.slave.tasks_starting
(gauge)
Number of starting tasks
Shown as task
mesos.slave.valid_framework_messages
(gauge)
Number of valid framework messages
Shown as message
mesos.slave.valid_status_updates
(gauge)
Number of valid status updates
mesos.state.task.cpu
(gauge)
Task cpu
mesos.state.task.disk
(gauge)
Task disk
Shown as mebibyte
mesos.state.task.mem
(gauge)
Task memory
Shown as mebibyte
mesos.stats.registered
(gauge)
Whether this slave is registered with a master
mesos.stats.system.cpus_total
(gauge)
Number of CPUs available
mesos.stats.system.load_15min
(gauge)
Load average for the past 15 minutes
mesos.stats.system.load_1min
(gauge)
Load average for the past minutes
mesos.stats.system.load_5min
(gauge)
Load average for the past 5 minutes
mesos.stats.system.mem_free_bytes
(gauge)
Free memory
Shown as byte
mesos.stats.system.mem_total_bytes
(gauge)
Total memory
Shown as byte
mesos.stats.uptime_secs
(gauge)
Slave uptime

Events

The Mesos-slave check does not include any events.

Service Checks

mesos_slave.can_connect
Returns CRITICAL if the Agent cannot connect to the Mesos slave metrics endpoint, otherwise OK.
Statuses: ok, critical

Troubleshooting

Need help? Contact Datadog support.

Further Reading