Github user zjffdu commented on the issue:

    https://github.com/apache/zeppelin/pull/2852
  
    > Meanwhile, they would like to update/change the report and re-publish the 
results.
    
    If they update/change the report, should they create another snapshot ?
    
    Here's my understanding of this scenario. The snapshot is only readable, 
and user can only see this report. (maybe they can update it, but only via 
dynamic forms, so the paragraph text is readable, only the result can be 
changed).
    
    If the above scenario is reasonable,then I think we can just create git tag 
for snapshot instead of saving the snapshot into file. And only retrieve that 
tag from git repo when user open that snapshot. 


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