Traditionally on Google App Engine Standard Environment, at the moment, it 
seems there is no option to download the Source Code from App Engine. As 
you already know, the Source Diagnose button on the App Engine application 
version would redirect to the Stackdriver Debugger which allows viewing the 
source code and performing debugging-like analysis. You could copy and 
paste the contents to your local file. It is not recommended to rely on 
Google App Engine as a source control[2]. 

[1]https://stackoverflow.com/questions/47498821/google-cloud-datastore-automatic-indexing/47499884#answer-47499884
[2]https://issuetracker.google.com/77891431#comment2

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