#!/usr/bin/env python3 """ Script to parse a sitemap.xml file, then look through a NGINX log file for the number of hits for each of the URLs defined in the sitemap, by unique IP. """ import os import re import sys import json import socket import getpass import argparse import subprocess import configparser from datetime import datetime, time from collections import defaultdict from itertools import repeat from urllib.parse import urlparse from typing import Dict, List, Tuple, Set import xml.etree.ElementTree as ET import requests VisitDict = Dict[str, Set[str]] def parse_args()-> argparse.Namespace: """ Parse arguments of the script """ parser = argparse.ArgumentParser(description='Collect number of daily loading of each page ' 'in the nginx log file.') parser.add_argument("-s", "--sitemap", default="/var/www/html/sitemap.xml", help="Path to the sitemap xml file for the website.") parser.add_argument("-l", "--logfile", default="/var/log/nginx/saxodwarf.fr-access.log.1", help="Path to the log file to analyze") parser.add_argument("-e", "--exclude-crawler", action="store_true", help="If set, uses a crawler-user-agent.json file to exclude requests " "made by bots.") parser.add_argument("-t", "--telegraf-url", help="URL for a telegraf http listener v2") parser.add_argument("-u", "--user", help="Username for the telegraf export") parser.add_argument("-c", "--config-file", help="Configuration file for the URL, the username and password of " "the exporter") return parser.parse_args() def print_visit_dict(title:str, visit_dict: VisitDict)-> None: """ Pretty-print a visit dictionnary Keys are locations, values are list of IPs. """ total_visits=0 print(f'======== {title} ========') for loc, ips in visit_dict.items(): print(f"{loc}: {len(ips)}") total_visits += len(ips) print(f'Total visits for {title}: {total_visits}') class TelegrafExporter(): """ A class to export viti count to a telegraf instance using the http listener v2 input plugin """ def __init__(self, telegraf_url: str, username: str, password: str, source: str): self.telegraf_url = telegraf_url self.username = username self._password = password self.source = source def telegraf_post(self, timestamp:int, title:str, location:str, count:int)-> requests.Response: """ Post a value to telegraf """ payload = {"name": title, "timestamp": timestamp, "source": self.source, "location": location, "hits": count} return requests.post(self.telegraf_url, json=payload, auth=(self.username, self._password)) def export_result_to_telegraf(self, page_hits: VisitDict, bot_hits: VisitDict) -> None: """ Export the bot_hits and page_hits dictionnaries to telegraf """ # export standard hits timestamp = int(datetime.combine(datetime.now().date(), time()).timestamp()) name="blog_client_hit" for location, ips in page_hits.items(): try: response = self.telegraf_post(timestamp, name, location, len(ips)) response.raise_for_status() except requests.exceptions.RequestException as excpt: print(excpt) sys.exit(1) # export bots hits name="blog_bot_hit" for location, ips in bot_hits.items(): try: response = self.telegraf_post(timestamp, name, location, len(ips)) response.raise_for_status() except requests.exceptions.RequestException as excpt: print(excpt) sys.exit(1) def get_crawler_patterns(exclude_crawler: bool) -> List[str]: """ Parse the crawler-user-agent file, and returns a list of compiled regex crawler patterns """ if exclude_crawler: base_path = os.path.dirname(os.path.abspath(__file__)) crawler_path = os.path.join(base_path, "crawler-user-agents.json") if not os.path.exists(crawler_path) or os.path.getsize(crawler_path) == 0: # retrieve the crawler file from github cmd = ["wget", "-O", crawler_path, "https://raw.githubusercontent.com/monperrus/crawler-user-agents/master/" "crawler-user-agents.json"] subprocess.run(cmd, check=False) try: with open(crawler_path, 'r', encoding='utf-8') as crawler_file: crawlers = json.load(crawler_file) except (FileNotFoundError, json.JSONDecodeError): print("Could not open and use the crawler user agent file") crawlers = [] else: crawlers = [] # Crawlers patterns are built once and for all for speed crawler_patterns = [re.compile(entry["pattern"]) for entry in crawlers] return crawler_patterns def get_locations(sitemap_path:str) -> List[str]: """ Parse a sitemap file, and return the list of all its locations """ locations = [] tree = ET.parse(sitemap_path) root = tree.getroot() # Get the default XML namespace, needed for tag lookup later match_nsp = re.match(r'{.*}', root.tag) nsp = match_nsp.group(0) if match_nsp else "" for url in root: loc_elmt = url.find(f"{nsp}loc") if loc_elmt is not None: locations.append(str(urlparse(loc_elmt.text).path)) return locations def parse_logfile(logfile_path: str, locations: List[str], crawler_patterns: List[str]) -> Tuple[VisitDict, VisitDict, VisitDict]: """ Parse a logfile, and return 3 dicts: page_hits, bot_hits and other_hits """ # Regexes for all the pattern matching log_line_template = r'^(?P[0-9a-f.:]+) .*"GET (?P{locations}) .*' known_page_regex = re.compile(log_line_template.format(locations='|'.join(map(re.escape, locations)))) other_pages_regex = re.compile(log_line_template.format(locations='.+?')) # Output data structure initialization visit_dict: VisitDict = dict(map(lambda x: (x, set()), locations)) bot_visit_dict: VisitDict = dict(map(lambda x: (x, set()), locations)) other_visit_dict: VisitDict = defaultdict(set) with open(logfile_path, 'r', encoding='utf-8') as logfile: for line in logfile: match_obj = re.match(known_page_regex, line) if match_obj: # For each line, check if it is a GET on a lnown page, and count those client_ip = match_obj.group("ip_address") location = match_obj.group("location") if not any(map(re.search, crawler_patterns, repeat(line))): visit_dict[location].add(client_ip) else: bot_visit_dict[location].add(client_ip) else: # Also count lines that are NOT GET on a known page in a different dict. match_obj = re.match(other_pages_regex, line) if match_obj: client_ip = match_obj.group("ip_address") location = match_obj.group("location") # Those other hits are either ressource loaded, in this case we group the hits if location.startswith("/isso/"): other_visit_dict["/isso/*"].add(client_ip) elif location.startswith("/assets/css/"): other_visit_dict["/assets/css/*"].add(client_ip) elif location.startswith("/assets/js/"): other_visit_dict["/assets/js/*"].add(client_ip) elif location.startswith("/images/"): other_visit_dict["/images/*"].add(client_ip) else: # for everything else, we store the exact path other_visit_dict[location.split('?')[0]].add(client_ip) return visit_dict, bot_visit_dict, other_visit_dict def main() -> None: """ Parses the arguments, the crawler file and the sitemap, Then reads the log file line by line, regexes through it to isolate locations and client IP It records the number of unique IP accessing each known pages (from the sitemap), and the number of unique IP accessing each unknown locations. (either ressources being loaded or bot looking for vulnerable website). """ args = parse_args() telegraf_url = "" # Read config file if args.config_file: config = configparser.ConfigParser() config.read(args.config_file) try: username = config["telegraf"]["username"] telegraf_url = config["telegraf"]["url"] _password = config["telegraf"]["password"] except KeyError as excpt: print(f"Error: missing key in configuration file '{args.config_file}': {excpt.args[0]}") sys.exit(1) elif args.telegraf_url: telegraf_url = args.telegraf_url username = args.user if args.user else input("Telegraf username: ") _password = getpass.getpass("Telegraf password: ") # Get parser, get locations and parse the log file crawler_patterns = get_crawler_patterns(args.exclude_crawler) locations = get_locations(args.sitemap) visit_dict, bot_visit_dict, other_visit_dict = parse_logfile(args.logfile, locations, crawler_patterns) # Generate the report print_visit_dict("Standard visits", visit_dict) if args.exclude_crawler: print_visit_dict("Bot visits", bot_visit_dict) print_visit_dict("Other visits", other_visit_dict) if telegraf_url: exporter = TelegrafExporter(telegraf_url=telegraf_url, username=username, password=_password, source=socket.gethostname()) exporter.export_result_to_telegraf(visit_dict, bot_visit_dict) if __name__ == "__main__": main()