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Explain about the major libraries that constitute the Spark Ecosystem

Explain about the major libraries that constitute the Spark Ecosystem
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The major libraries that constitute the Spark Ecosystem


Spark MLib- Machine learning library in Spark for commonly used learning algorithms like clustering, regression, classification, etc.
Spark Streaming – This library is used to process real time streaming data.
Spark GraphX – Spark API for graph parallel computations with basic operators like joinVertices, subgraph, aggregateMessages, etc.
Spark SQL – Helps execute SQL like queries on Spark data using standard visualization or BI tools.

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