# %%

# Load logs.txt
with open('logs.txt', 'r') as file:
    lines = file.readlines()

# %%
import re
# Grep "inter-arrival_s=number" with regex
intervals = []
for line in lines:
    match = re.search(r'inter-arrival_s=([0-9.]+)', line)
    if match:
        intervals.append(float(match.group(1)))
# %%

print(intervals)
# %%
import matplotlib.pyplot as plt
plt.plot(intervals)
plt.ylabel('Inter-arrival time (s)')
plt.xlabel('Sample')
plt.title('Inter-arrival time distribution')
plt.show()
# %%