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Posted to submarine-dev@hadoop.apache.org by "kevin su (Jira)" <ji...@apache.org> on 2019/10/02 22:28:00 UTC
[jira] [Updated] (SUBMARINE-148) [Umbrella] Submarine-sdk tracking

     [ https://issues.apache.org/jira/browse/SUBMARINE-148?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

kevin su updated SUBMARINE-148:
-------------------------------
    Description: 
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

  was:
The submarine-sdk is an 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


> [Umbrella] Submarine-sdk tracking
> ---------------------------------
>
>                 Key: SUBMARINE-148
>                 URL: https://issues.apache.org/jira/browse/SUBMARINE-148
>             Project: Hadoop Submarine
>          Issue Type: New Feature
>            Reporter: kevin su
>            Assignee: kevin su
>            Priority: Major
>              Labels: submarine-external-repo
>
> 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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