Parse pysc2 replay files

Framework for inspecting actions and observatinos in StarCraftII replays. Depends on pysc2. Refer to pysc2-replay

Misc

• Make use of StartCraft version 16.
• 'Main function' lies in python3 transform_replay.py
• This version extracts actions as well as action paramters from replay files.
• To change the rule of filtering files, change the _valid_replay in Parser class in transform_replay.py
• Step_mul used is 10.
• To inspect infos that will be recorded in the extracted files, please have a look on ObserverAgent.py. And you can modify feature to be recorded according to pysc2/pysc2/lib/features.py(in PySC2 repo)
• It takes days to extract those data

Example

This will execute a function step in ObserverAgent.ObserverAgent for each step in the replay.

$ python3 transform_replay.py --replays ~/StarCraftII/Replays/ --agent ObserverAgent.ObserverAgent

Will put extracted files under data/

To inspect the extracted files, make use of testLoadPickle.py, remember to change the path variable in the file.

$ python3 testLoadPickle.py