realtime syslog analytics #29

Realtime Syslog Analytics

This bundle is a 9 node cluster designed to scale out. Built around Apache
Hadoop components, it contains the following units:

  • 1 NameNode (HDFS)
    • 1 Rsyslog Forwarder (colocated on the NameNode)
  • 1 ResourceManager (YARN)
  • 3 Slaves (DataNode and NodeManager)
  • 1 Flume-HDFS
    • 1 Plugin (colocated on the Flume unit)
  • 1 Flume-Syslog
  • 1 Spark
  • 1 Plugin (colocated on the Spark unit)
  • 1 Zeppelin (colocated on the Spark unit)

Syslog events generated on the NameNode unit are forwarded to the
apache-flume-syslog charm. These events are serialized and sent to the
apache-flume-hdfs charm to be stored in HDFS. We have included a sample
application to analyze these events with Spark/Zeppelin.

Usage

Deploy this bundle using juju-quickstart:

juju quickstart u/bigdata-dev/realtime-syslog-analytics

See juju quickstart --help for deployment options, including machine
constraints and how to deploy a locally modified version of the
realtime-syslog-analytics bundle.yaml.

Once deployment is complete, expose the zeppelin service:

juju expose zeppelin

You may now access the Zeppelin web interface at
http://{spark_unit_ip_address}:9090. The ip address can be found by running
juju status spark | grep public-address.

Verify the deployment

The services provide extended status reporting to indicate when they are ready:

juju status --format=tabular

This is particularly useful when combined with watch to track the on-going
progress of the deployment:

watch -n 0.5 juju status --format=tabular

The charm for each core component (namenode, resourcemanager, spark, zeppelin)
also each provide a smoke-test action that can be used to verify that each
component is functioning as expected. You can run them all and then watch the
action status list:

juju action do namenode/0 smoke-test
juju action do resourcemanager/0 smoke-test
juju action do spark/0 smoke-test
juju action do zeppelin/0 smoke-test
watch -n 0.5 juju action status

Eventually, all of the actions should settle to status: completed. If
any go instead to status: failed then it means that component is not working
as expected. You can get more information about that component's smoke test:

juju action fetch <action-id>

Scale Out Usage

This bundle was designed to scale out. To increase the amount of slaves,
you can add units to the slave service. To add one unit:

juju add-unit slave

You can also add multiple units, for examle, to add four more slaves:

juju add-unit -n4 slave

Contact Information

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