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Small computation task, like some visualization, might be easily implemented in Python or some other language, but cumbersome to integrate into the server. Furthermore, the CaosDB server should stay a general tool without burden from specific projects. Also, one might want to trigger some standardized processing task from the web interface for convenience. For these situations the "server side scripting" is intended.
The basic idea is that a script or program (script in the following) can be called to run on the server (or elsewhere in future) to do some calculations. This triggering of the script is done over the API so it can be done with any client. Input arguments can be passed to the script and the STDOUT and STDERR are returned.