Yandex-tank prepare phout file with statistics after load test. tanktools module helps to parse such files and convert to DataFrame. You can use pandas module in manual mode to handle DataFrame or use build-in phout functions.
So you can:
- calc quantiles
- get information about timings, LA, receive_time
- extract dataframes by microtime (and another column)
- group and analyze specific data like total/partial RPS, Avg. Request/Response time