cdmikechen opened a new pull request #908:
URL: https://github.com/apache/submarine/pull/908


   ### What is this PR for?
   Keep notebook image conda version to 4.11.0 to avoid problems during 
container startup.
   The `install` operation of conda will automatically update conda to latest 
version (4.12), which will lead to an error in judging the version of conda (<= 
4.11).
   
   The 
[freeze-installed](https://docs.conda.io/projects/conda/en/latest/commands/install.html)
 command is mainly used to keep conda version. 
   Meanwhile, replace 
[channel_priority](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-channels.html#strict-channel-priority)
  from `strict` to `flexible` to avoid some conda version check.
   
   ### What type of PR is it?
   Bug Fix
   
   ### Todos
   * [x] - fix jupyter image
   * [x] - fix jupyter-gpu image
   
   ### What is the Jira issue?
   https://issues.apache.org/jira/browse/SUBMARINE-1231
   
   ### How should this be tested?
   Can test by container starting in k8s.
   
   ### Screenshots (if appropriate)
   
![image](https://user-images.githubusercontent.com/12069428/159492398-c5cff68c-b003-4d8c-9c40-6c159cbe6ba5.png)
   
   
   ### Questions:
   * Do the license files need updating? No
   * Are there breaking changes for older versions? No
   * Does this need new documentation? No
   


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