![]() The UI will be running within the container, on the port specified by the environmental variable CDSW_SPARK_PORT. Spark 2 exposes one web UI for each Spark application driver running in Cloudera Data Science Workbench. Other machine learning frameworks as described here. If your session times outĪfter 60 minutes (default timeout value), so will the UI.Ĭloudera Data Science Workbench exposes web applications for Spark and However, note that the UI is onlyĪctive so long as the job/session is active. Even though jobsĭon't give you access to the interactive workbench console, you can still You want to monitor and track progress for batch jobs. This feature is particularly helpful when Scientists to display additional interactive analysis in the languagesĬloudera Data Science Workbench allows you to access these web UIsĭirectly from sessions and jobs. Other webĪpplication frameworks such as Shiny and Flask are popular ways for data These are instrumental in debugging and using the platforms themselves.įor example, Spark provides a Spark Web UI to monitor running applicationsĪnd TensorFlow visualizations can be run on TensorBoard. Interfaces to help track progress of your jobs and break down workflows. Many data science libraries and processing frameworks include user This topic describes how Cloudera Data Science Workbench allows you to embed webĪpplications for frameworks such as Spark 2, TensorFlow, Shiny, and so on within
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