By which components spark ecosystem libraries are composed of?

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Can anyone suggest which component spark ecosystem libraries are composed of?
Jul 1, 2019 in Apache Spark by zaved

recategorized Jul 4, 2019 by Gitika 72 views

1 answer to this question.

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Hi,

Spark ecosystem libraries are composed of various components like Spark SQL, Spark Streaming, and ML libraries.

  • Spark SQL: It is used to elaborate on the power of declarative queries, optimize storage by executing SQL queries like spark data which is present in RDD and other external sources.
  • Spark Streaming: It allows developers to perform batch processing and streaming of data in the same application. 
  • ML Libraries: It uses the deployment and development of scalable ML pipelines like Coo-relation, features extraction, transformation function, optimization algorithm, etc.
answered Jul 1, 2019 by Gitika
• 33,930 points

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