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20 - Spark Web UI - Jobs tab

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Chapter 03 - Apache Spark Web UI - Jobs tab
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Spark Web UI can be viewed in browser using default port of 4040:
Spark UI is separated into following tabs:
- Jobs
The details provided in this tab are:
Scheduling mode: As we are running on a local machine, its Standalone mode. The standalone cluster mode currently only supports a simple FIFO scheduler across applications.
Number of Spark Jobs: The number of Spark jobs is equal to the number of actions in the application and each Spark job should have at least one Stage.
Number of Stages: Only Wide Transformation results in a separate Number of Stages.
Number of Tasks we could see in each stage is the number of partitions that Spark is going to work on and each task inside a stage is the same work that will be done by spark but on a different partition of data.
Description: Description links the complete details of the associated SparkJob like Spark Job Status, DAG Visualization, Completed Stages, etc.
#java #javadevelopers #javaprogramming #apachespark #spark
--------------------------------------------------------------------------------
Chapter 03 - Apache Spark Web UI - Jobs tab
--------------------------------------------------------------------------------
Spark Web UI can be viewed in browser using default port of 4040:
Spark UI is separated into following tabs:
- Jobs
The details provided in this tab are:
Scheduling mode: As we are running on a local machine, its Standalone mode. The standalone cluster mode currently only supports a simple FIFO scheduler across applications.
Number of Spark Jobs: The number of Spark jobs is equal to the number of actions in the application and each Spark job should have at least one Stage.
Number of Stages: Only Wide Transformation results in a separate Number of Stages.
Number of Tasks we could see in each stage is the number of partitions that Spark is going to work on and each task inside a stage is the same work that will be done by spark but on a different partition of data.
Description: Description links the complete details of the associated SparkJob like Spark Job Status, DAG Visualization, Completed Stages, etc.
#java #javadevelopers #javaprogramming #apachespark #spark
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