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Setting up a python virtual environment for developing Splunk applications

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I am new to Splunk and want to write my own MLTK classes/functions. I want to test my code locally in Anaconda or PyCharm. Therefor I would like to set up a virtual python environment that is identical to the one used in Splunk. Something like the output of a "pip freeze". Have searched the internet, but could not find a list python packages with versions needed to set up this environment. Any ideas where I can find that?

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