Apache Oozie is undergoing a renaissance, the latest release addressed many gaps in Oozie and positions it with other competing products like Apache Airflow (incubating), Spotify Luigi, etc. Workflow Manager is an Ambari View that makes Apache Oozie user-friendly for drag-and-drop world. In this talk, Clay Baenziger and myself talk about current state of Oozie and how WFM can help teams work with Oozie better.

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DataWorks Summit Berlin 2018
April 19, 2018
Artem Ervits – Hortonworks
Clay Baenziger – Bloomberg
Breathing New Life into Apache Oozie
with Apache Ambari Workflow Manager

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Poll:
• Who here uses Oozie?
— In production?
With kerberos?
— Do you use HUE with Oozie?
— How many workflows have you in production?
1-10? 10-50? 50+?
— How many actions does the largest workflow contain?
1-10? 10-50? 50+?
— Do you use Oozie with (or want to)?
HBase? Spark? Python? Deployment Automation?
• Do you like XML?
— Do you have a favorite editor for Oozie workflows?

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Open Source Workflow Managers
• Apache Airflow (Incubating)
• Luigi by Spotify
• Azkaban by LinkedIn
• (And of course) Apache Oozie

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Introduction to Oozie
• Oozie is a workflow scheduler system to manage Apache Hadoop jobs.
• Oozie workflow jobs are Directed Acyclic Graphs (DAGs) of actions.
• Oozie coordinator jobs are recurrent Oozie workflow jobs triggered by time and data availability.
• Oozie is integrated with the rest of the Hadoop stack supporting several types of Hadoop jobs as well as
system specific jobs out of the box.
• Oozie is a scalable, reliable and extensible system.
- Paraphrased from http://oozie.apache.org
Actions:
• Map/Reduce
• Hive
• Pig
• HDFS
• Java
• Shell
• Spark
• Sub-Workflow
• E-Mail
• Decision
• Fork
• Join

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Oozie Release Timeline
• 1.x released in 2010. Yahoo! project with two GitHub releases. Added support for workflow jobs.
• 2.x released in 2011. Still with Yahoo! with nine GitHub releases. Added support for coordinator jobs.
• 3.x released in 2013. Project under Apache. Added support for bundle jobs and HBase credentials.
• 4.x released in 2014. Added support for Hive/HCatalog, Spark integration and Oozie server high
availability.
• 5.0 released April 2018. Removes support for Hadoop 1, adds support for Hadoop 3, YARN AM instead
of MR launcher, new actions, code clean up.
- Adopted from: Apache Oozie by
Mohammad Kamrul Islam and Aravind Srinivasan

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Oozie Complaints
• Launcher jobs as map tasks
• Dated UI
• Confusing object model – workflows, coordinators, bundles
• Complicated setup
• XML
• DAG visualization
• SLA alerting
• Fine grained authorization
• Easy access to log files

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Oozie Complaints Improvements
• Launcher jobs as map tasks – solved by Oozie 5.0.0, OOZIE-1770
• Dated UI – OOZIE-2683, targeted for Oozie 5.X (Hue and Workflow Manager today)
• Confusing object model – jobs API, patch available, targeted for 5.X, OOZIE-2339
• Complicated setup – can deploy with embedded Jetty in Oozie 5.0.0, OOZIE-2666
• XML – fluent job API, patch available, targeted for 5.X, OOZIE-2339
• DAG visualization – solved by Oozie 5.0.0, OOZIE-2406
• SLA alerting – since Oozie 4.0.0, OOZIE-1294
• Fine grained authorization – targeted for Oozie 5.X, OOZIE-3196
• Easy access to log files – solved by Oozie 5.0.0, OOZIE-2296

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Oozie Launcher – Prior to Release 5.0
• MR launcher job

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Oozie Launcher – Release 5.0
• OYA: OOZIE-1770: Create Oozie Application Master for YARN
— Removes MR launcher job
• Design Doc

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Oozie Documentation – Before Release 5.0 and After
Documentation redesign
OOZIE-3163: Improve documentation rendering: use fluido skin and better config

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Oozie Workflow Visualization – Prior to 5.0 and After
Jung GraphViz
OOZIE-2406: Completely rewrite Graph Generator code

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Oozie Fluent Job API – Apache Oozie 5.X (Preview)
OOZIE-2339: Provide an API for writing jobs based on the XSD schemas

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Apache Ambari
Ambari Provides:
• Provisioning of a Hadoop Cluster
• Management of a Hadoop Cluster
• Monitoring of a Hadoop Cluster
— A Metrics System for metrics collection
— An Alert Framework
— A dashboard for monitoring the Hadoop cluster
-Paraphrased from http://ambari.apache.org

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Ambari Views
• Ambari Views ”offer a systematic way to plug-in UI capabilities to surface custom
visualization, management and monitoring features in Ambari Web. A "view" is a way of
extending Ambari that allows 3rd parties to plug in new resource types along with the
APIs, providers and UI to support them. In other words, a view is an application that is
deployed into the Ambari container.”
• Key takeaways:
— One does not need an Ambari managed (administrated) cluster
— Third parties can build views packages to run in the Ambari framework too
— Major views available:
(YARN) Capacity Scheduler, (HDFS) Files, HAWQ, Hive, Pig, Storm, Tez, (YARN
ATS) Jobs, (Oozie) Workflow Manager
• Alternatives: Cloudera Hue, bespoke applications

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Workflow Manager – Motivation
• Oozie workflows are defined in XML – too verbose
— Provide GUI workflow builder and editor
— Reduce possibility of user introduced errors
— Provide browser based workflow manager
• Integration with File Browser
— Includes S3 support
— Can replace existing
Oozie web UI
• Oozie is hard-coded to
display only 25 actions
— WFM doesn’t have this
limit; tested with 300+
action nodes
• Oozie is scalable
— Can scale WFM by
standing-up multiple
Ambari Views servers

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Workflow Manager – Workflow Editor Example
Workflow Manager:
• Available as an Ambari View
• Enables visual editing of Oozie workflows
• Integrated with file browser
• Reduces user input errors
• Minimal input required

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Workflow Manager – Execution View Example
• Integrated Dashboard with Workflow Manager View
• Manage Oozie jobs
• Drill down to logs

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Workflow Manager – Workflow Design Component

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Workflow Manager – Workflow Dashboard Component
Good Documentation: HDP 2.6 – Workflow Manager Basics

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DataWorks Summit Berlin 2018
• Setup Oozie – Server and Workflows
• Data Definition – Tables, ACLs
• Compactions – Operational
Workflow Manager Examples with
HBase

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HBase – Setup
Oozie needs HBase Configuration:
• Oozie Server Code (to support HBase delegation tokens)
— In libexec (see Server JARs list)
— In oozie-site.xml
<name>oozie.credentials.credentialclasses</name>
<value>hbase=org.apache.oozie.action.hadoop.HbaseCredentials,…</value>
</name>
• Client Workflow Code:
— Add to workflow.xml:
<credentials>
<credential name=”myhbase_creds” type=”hbase”>
[…]
</credential>
</credentials>
— All your normal HBase security settings in the credential section
• Server JARs:
(Copy the following to Oozie’s libexec)
— hbase-common.jar
— hbase-client.jar
— hbase-server.jar
— hbase-protocol.jar
— hbase-hadoop2-compat.jar

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create_my_table.rb:
tables = list
tables.select { |table|
table.eql?('my_table') }
if tables.empty?
create 'my_table',
{NAME => 'my_col'}
end
exit
HBase – Data Definition
HBase Shell:
<action name="HBASE-Shell" cred="hbase_creds">
<shell xmlns="uri:oozie:shell-action:0.1">
<job-tracker>${jobTracker}</job-tracker>
<name-node>${nameNode}</name-node>
<exec>hbase</exec>
<argument>shell</argument>
<argument>-n</argument>
<argument>create_my_table.rb</argument>
</shell>
<ok to="do_more_things"/>
<error to="fail"/>
</action>

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HBase – Compactions
HBASE-19528: Major Compaction Tool
• Automatically scales compaction to selected number of servers
• Requires read ability to /hbase
usage: MajorCompactor [-cf <arg>] [-dryRun] -servers <arg> -table <arg>
[...]
Usage instructions
-cf <arg> column families: comma separated eg: a,b,c
-dryRun Dry run, will just output a list of regions that
require compaction based on parameters passed
-minModTime <arg> Compact if store files have
modification time < minModTime
-servers <arg> Concurrent servers compacting
-table <arg> table name
...

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More Resources
• Apache Oozie Mailing Lists: http://oozie.apache.org/mail-lists.html
• Artem’s Oozie Resources:
—12 Part Series on WFM: http://bit.ly/2syKUIh
— Oozie Examples: https://github.com/dbist/oozie-examples
• Clay’s Past Oozie Presentations:
— Code Deployment via Oozie: Apache BigData http://bit.ly/2sP2qbj
— HBase Multi-Tenancy with Oozie: DataWorks Summit http://bit.ly/2rw7FIR

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DataWorks Summit Berlin 2018
Demo!

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DataWorks Summit Berlin 2018
Questions?