Created
June 11, 2021 15:54
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Topic | HDP | IBM Cloud Pak for Data | |
---|---|---|---|
Spark Cluster | Static cluster created at the time of install | Cluster of pods created dynamically on a Kubernetes during Spark submission | |
Data Storage Options | HDFS | COS, OCS, NFS, HDFS | |
Application jar/dependency location | HDFS, OS file system | Applicatoin volume on prefered storage class (COS/OCS/NFS) | |
Job Submission methods | Command line spark-summit, Spark launcher API, Livy (REST) API | Analytics Engine REST API | |
Job Management APIs | YARN, Livy | Analytics Engine REST API |
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