Export data file for the graphs

[tomjaguarpaw]

It would be nice if the plotting process exported a data file (perhaps JSON) containing the all the datapoints created by the training run. Ideally the plotting code could be used to replot the graphs from the data file.

[tomjaguarpaw]

@mikhailnikolaev @msdmkats are the data files that the graphs are plotted from currently uploaded to the web server?

[mikhailnikolaev]

@mikhailnikolaev @msdmkats are the data files that the graphs are plotted from currently uploaded to the web server?

No, they aren't. Actually, only PNG and HTML files (i.e. static and plotly graphs) are uploaded to the blob container in the current version. Moreover, the plotting process still doesn't collect all time info into the one JSON file.

[mikhailnikolaev]

@tomjaguarpaw, I think, we can close this issue due to the PR #183 and #186 (that are parts of #180). What do you think?

[tomjaguarpaw]

I would say either

1. Don't close this until JSON export functionality is added to the Azure CI and Batch job, or
2. Close this and create a new issue for the case above