| | |
| | import json |
| | import sys |
| | import numpy as np |
| | from collections import Counter |
| | import matplotlib as mpl |
| | import matplotlib.pyplot as plt |
| |
|
| | files = sys.argv[1:] |
| |
|
| | def retrieve_day_to_num_signups(file): |
| | with open(file, "r") as f: |
| | json_file = json.load(f) |
| |
|
| | list_of_days = [x["time"].split("T")[0] for x in json_file] |
| |
|
| | return Counter(list_of_days) |
| |
|
| |
|
| | counters = {file: retrieve_day_to_num_signups(file) for file in files} |
| | total_counters = {file: np.cumsum(list(counters[file].values())) for file in files} |
| | time_axis = np.arange(0, len(total_counters[files[0]])) |
| |
|
| | fig, ax = plt.subplots() |
| | for file in files: |
| | ax.plot(time_axis, total_counters[file], label=file) |
| |
|
| | ax.set_xlabel("day since launch (on 23/08)") |
| | ax.set_ylabel("number of requsets") |
| | ax.set_title("Acces requests comparision") |
| | ax.legend() |
| | plt.savefig("access_requests.png") |
