ping.py

import re
import numpy as np

with open('code-corp.log') as f:
    log = f.readlines()
    
latency = []
timeout = []

for idx, line in enumerate(log):
    match = re.search('time=(\d+\.\d+)', line)
    if match:
        latency.append(float(match.group(1)))
    f = line.find('Request timeout')
    if f !=-1:
        timeout.append(idx)

latency = np.array(latency)
timeout_idx = np.array(timeout)
timeout_interval = timeout_idx[1:] - timeout_idx[:-1]