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Add __get_failure_rate #13

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e534fef
Add __get_failure_rate
francojoshua Jul 19, 2023
f75a512
Move function up and remove print statement
francojoshua Jul 19, 2023
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16 changes: 16 additions & 0 deletions read_log.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,22 @@

import pandas as pd


def __get_failure_rate(df):
"""
Retrieve the failure rate of an access file.
Failure rate is defined as (number of 200 status code & is a bot) / (number of bot requests)
"""

# Is the request from a bot?
is_bot = df["is_bot"]

# Is the request a success and from a bot?
is_success_and_bot = (df["status_code"] == "200") & is_bot

return len(df[is_success_and_bot]) / len(df[is_bot])


methods = ["GET", "HEAD", "POST", "PUT", "DELETE", "OPTIONS", "TRACE", "PATCH"]
pattern = r'^([\d.]+) - - \[([^]]+)\] "([^"]*)" (\d+) (\d+) "([^"]*)" "([^"]*)" "-"$'

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