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May 26, 2021 13:09
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Как получить график количества запросов с разных клиентов из логов Loki
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import json | |
import pandas as pd | |
from collections import Counter | |
def get_logs(paths): | |
logs = [] | |
for path in paths: | |
df = pd.read_csv(path) | |
for line in df.iterrows(): | |
logs.append(json.loads(line[1][1])) | |
return logs | |
def get_clients_counts(logs_lst): | |
clients = [] | |
for l in logs: | |
clients.append(l["log"].split("\"-\"")[-1].split("\"")[-2]) | |
ccounts = Counter(clients) | |
return pd.Series(ccounts) | |
logs = get_logs([]) | |
df_counts = get_clients_counts(logs) | |
df_counts.index = ["Change", "to", "right", "names"] | |
final_counts = {key: df_counts[key].sum() for key in df_counts.index.unique()} | |
print(final_counts_df.sort_values(ascending=False)) | |
fig = final_counts_df.sort_values(ascending=False).plot(kind="barh", figsize=(10, 6)) | |
for i, v in enumerate(final_counts_df.sort_values(ascending=False).tolist()): | |
fig.text(v + 3, i-0.05, str(v), color='blue', fontweight='bold') | |
plt.tight_layout() | |
plt.savefig("plt.png") |
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