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https://issues.apache.org/jira/browse/SUBMARINE-148?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Wangda Tan updated SUBMARINE-148:
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Labels: (was: submarine-external-repo)
> [Umbrella] Submarine-sdk tracking
> ---------------------------------
>
> Key: SUBMARINE-148
> URL: https://issues.apache.org/jira/browse/SUBMARINE-148
> Project: Apache Submarine
> Issue Type: New Feature
> Reporter: kevin su
> Assignee: kevin su
> Priority: Major
>
> The submarine-sdk support Python, Scala, R language for algorithm
> development, The SDK is provided to help developers use submarine's internal
> data caching, data exchange, and task tracking to more efficiently improve
> the development and execution of machine learning tasks.
>
> pysubmarine *tracking* module is a python API for logging parameters, code
> versions, metrics
> 1. Add the sumbrine-sdk/pysubmarine module.
> 2. pysubmarine supports mysql/HDFS in two ways to store metric data.
> Priority to do mysql, in order to performance requires python to directly
> write mysql data, do not take the submarine-sever RESTful interface.
> 3. Add metric, param instance to the submarine-server database and rest
> 4. Add Metric tracking ui to submarine-web
> 5. Add a metric graphical display to submarine-web
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