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Azkaban from
Solve the problem of Hadoop job dependencies
Now Voldemort can easily
manage his Hadoop jobs
Anatoliy Nikulin
Overview
Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs
Features:
● Compatible with any version of Hadoop
● Easy to use web UI
● Simple web and http workflow uploads
● Project workspaces
● Scheduling of workflows
● Modular and pluggable
● Authentication and Authorization
● Tracking of user actions
● Email alerts on failure and successes
● SLA alerting and auto killing
● Retrying of failed jobs
Plugins
Azkaban Plugins
● HDFS Browser
● Job Types Plugins
● Azkaban Security Manager
● Job Summary
● Pig Visualizer
● Reportal
Azkaban Pros/Cons
Pros:
● Simple workflow configuration
● Rich DAG visualization
● User-friendly Web UI
● Jobs history
● Easy access to log files
Cons:
● Small community (mostly Linkedin)
● Only time based scheduling.
● Unable to run none-Hadoop tasks in distributed mode
Architecture
There are two versions:
● solo server mode - All in one process (H2 instead MySQL). Good choice for investigation
● two server mode - For production work
What about none-Hadoop jobs?
Azkaban able to handle it
● It can run command-line processes
● Good alternative for Crontab
Nice UI. Isn’t It?
What about native Hadoop
scheduler?
Oozie - Scheduler framework. Also good tool
Pros:
● Rich and very powerful configuration abilities for Workflow
● Rich API (REST, command-line)
● Integrated with Cloudera
● Large community
● Good documentation
Cons:
● Complex configuration with XML hell !
● Pure visualization of workflow
Any questions?
Resources
http://azkaban.github.io/
http://oozie.apache.org/

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Azkaban

  • 1. Azkaban from Solve the problem of Hadoop job dependencies Now Voldemort can easily manage his Hadoop jobs Anatoliy Nikulin
  • 2. Overview Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs Features: ● Compatible with any version of Hadoop ● Easy to use web UI ● Simple web and http workflow uploads ● Project workspaces ● Scheduling of workflows ● Modular and pluggable ● Authentication and Authorization ● Tracking of user actions ● Email alerts on failure and successes ● SLA alerting and auto killing ● Retrying of failed jobs
  • 3. Plugins Azkaban Plugins ● HDFS Browser ● Job Types Plugins ● Azkaban Security Manager ● Job Summary ● Pig Visualizer ● Reportal
  • 4. Azkaban Pros/Cons Pros: ● Simple workflow configuration ● Rich DAG visualization ● User-friendly Web UI ● Jobs history ● Easy access to log files Cons: ● Small community (mostly Linkedin) ● Only time based scheduling. ● Unable to run none-Hadoop tasks in distributed mode
  • 5. Architecture There are two versions: ● solo server mode - All in one process (H2 instead MySQL). Good choice for investigation ● two server mode - For production work
  • 6. What about none-Hadoop jobs? Azkaban able to handle it ● It can run command-line processes ● Good alternative for Crontab
  • 8. What about native Hadoop scheduler? Oozie - Scheduler framework. Also good tool Pros: ● Rich and very powerful configuration abilities for Workflow ● Rich API (REST, command-line) ● Integrated with Cloudera ● Large community ● Good documentation Cons: ● Complex configuration with XML hell ! ● Pure visualization of workflow