Spark History Server provider

The Spark History Server provider collects metrics from a Spark History Server instance and makes them available to Akamas Studio.

Prerequisites

This section provides the minimum requirements that you should match before using the Spark History Server telemetry provider.

Supported versions

• Apache Spark 2.3

Network requirements

• Spark History Server API must be reachable at the provided address and port (the default port is 18080).

Supported component types

• spark-application

You can check Spark History Server provider metrics mapping to see how component-types metrics are extracted by this provider.

Akamas Studio supported version

• Versions < 2.0.0 are compatible with Akamas Studio until version 1.8.0

• Versions >= 2.0.0 are compatible with Akamas Studio from version 1.9.0

Workflow requirements

This section lists the workflow operators this provider depends on:

• SparkSubmit Operator

• SparkSSHSubmit operator

• SparkLivy Operator

Components configuration

Akamas Studio uses components to identify specific elements of the system to be monitored and optimized. Your system might contain multiple components to model, for example, a Spark application and each host of the cluster. To point Akamas Studio to the right component when extracting metrics you need to add a property called sparkApplication to your Spark Application component. The provider will only extract metrics for components for which this property has been specified.

name: My Application
properties:
 sparkApplication: "true"