def calculate_percentile(duration, max_qps, cannon: Cannon):
df = create_dataframe()
for i in range(100, max_qps, 10):
latency_list = cannon.start_shoot(max_qps, duration, threads=int(max_qps / 10))
df.loc[i] = [duration,
duration*(i+1),
i+1,
calc_percentile(.5, latency_list),
calc_percentile(.9, latency_list),
calc_percentile(.99, latency_list),
100*latency_list.count(None)/len(latency_list)]
return df
import logging
from cannon import Cannon
logging.basicConfig(format='%(levelname)s:%(message)s', level=logging.DEBUG)
URL = "http://localhost:8080"
if __name__ == '__main__':
cannon = Cannon(URL)
latencies = cannon.start_shoot(qps=100, duration=15, threads=80)
print(latencies)