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Posted to issues@spark.apache.org by "Sree Vaddi (JIRA)" <ji...@apache.org> on 2015/12/01 09:09:11 UTC
[jira] [Commented] (SPARK-4605) Proposed Contribution: Spark Kernel
to enable interactive Spark applications
[ https://issues.apache.org/jira/browse/SPARK-4605?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15033302#comment-15033302 ]
Sree Vaddi commented on SPARK-4605:
-----------------------------------
After going through the discussion on the proposal and the referred links in it; in my opinion, it benefits to combine apache zeppelin with spark-kernel(torii, renamed in incubation proposal). This saves a lot of effort on 'torii' and up-brings the zeppelin. Most important, the users gets benefit from two projects in one.
> Proposed Contribution: Spark Kernel to enable interactive Spark applications
> ----------------------------------------------------------------------------
>
> Key: SPARK-4605
> URL: https://issues.apache.org/jira/browse/SPARK-4605
> Project: Spark
> Issue Type: New Feature
> Reporter: Chip Senkbeil
> Attachments: Kernel Architecture Widescreen.pdf, Kernel Architecture.pdf
>
>
> Project available on Github: https://github.com/ibm-et/spark-kernel
> ----
> This architecture is describing running kernel code that was demonstrated at the StrataConf in Barcelona, Spain.
> ----
> Enables applications to interact with a Spark cluster using Scala in several ways:
> * Defining and running core Spark Tasks
> * Collecting results from a cluster without needing to write to external data store
> ** Ability to stream results using well-defined protocol
> * Arbitrary Scala code definition and execution (without submitting heavy-weight jars)
> Applications can be hosted and managed separate from the Spark cluster using the kernel as a proxy to communicate requests.
> The Spark Kernel implements the server side of the IPython Kernel protocol, the rising “de-facto” protocol for language (Python, Haskell, etc.) execution.
> Inherits a suite of industry adopted clients such as the IPython Notebook.
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