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authornico <nico@magicbroccoli.de>2019-05-14 18:54:34 +0200
committernico <nico@magicbroccoli.de>2019-05-14 18:54:34 +0200
commit426ecef4a572b1f9feeb3c62d4bc01e726e77ae7 (patch)
tree54351782b1151b77c49028a32d9106fd3274a371 /main.py
Initial working commit
+ python3 ingest and db management + abusereport bash script
Diffstat (limited to 'main.py')
-rwxr-xr-xmain.py126
1 files changed, 126 insertions, 0 deletions
diff --git a/main.py b/main.py
new file mode 100755
index 0000000..e86faf4
--- /dev/null
+++ b/main.py
@@ -0,0 +1,126 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+import argparse
+import re
+import sqlite3
+import subprocess
+
+from defusedxml import ElementTree
+
+
+class AbuseReport:
+ """Ingestation script for ejabberd spam logs"""
+
+ def __init__(self, arguments):
+ self.infile = arguments.infile
+ self.domain = arguments.domain
+ self.conn = sqlite3.connect('spam.db')
+
+ self.jid_pattern = re.compile("^(?:([^\"&'/:<>@]{1,1023})@)?([^/@]{1,1023})(?:/(.{1,1023}))?$")
+ self.message_pattern = re.compile(r'<message.*?</message>', re.DOTALL)
+
+ def main(self):
+ """
+ method deciding over which action to take
+ """
+
+ if self.infile is None:
+ # infile unset -> report top10
+ self.report()
+
+ elif self.infile:
+ # infile set -> ingest
+ self.ingest()
+
+ # close sqlite connection
+ self.conn.close()
+
+ def report(self):
+ """
+ report method
+ :return: top10 score or domain specific data
+ """
+ # if a specific domain is supplied return only that set
+ if self.domain is not None:
+ sql = 'sqlite3 -column -header spam.db "SELECT COUNT(*) AS messages,COUNT(DISTINCT user) AS bots,domain ' \
+ 'FROM spam WHERE domain=\'{}\';"'.format(self.domain)
+ else:
+ sql = 'sqlite3 -column -header spam.db "SELECT COUNT(*) AS messages,COUNT(DISTINCT user) AS bots,domain AS domain ' \
+ 'FROM spam GROUP BY domain ORDER BY 1 DESC LIMIT 10;"'
+
+ print(subprocess.getoutput(sql))
+
+ def ingest(self):
+ """
+ method to ingest xml messages into sqlite database
+ """
+ try:
+ with open(self.infile, "r", encoding="utf-8") as spam:
+ log = re.findall(self.message_pattern, spam.read())
+
+ self.db_import(log)
+ except FileNotFoundError as err:
+ print(err)
+ exit(1)
+
+ def db_import(self, message_log):
+ """
+ import xml stanzas into database
+ :param message_log: xml messages
+ """
+ self.conn.execute('''CREATE TABLE IF NOT EXISTS "spam" ("user" TEXT, "domain" TEXT, "ts" TEXT, "message" TEXT,
+ PRIMARY KEY("domain","ts"));''')
+
+ for message in message_log:
+ message_parsed = ElementTree.fromstring(message)
+
+ # parse from tag
+ spam_from = message_parsed.get('from')
+ match = self.jid_pattern.match(spam_from)
+ (node, domain, resource) = match.groups()
+
+ # stamp
+ spam_time = message_parsed.find('.//{urn:xmpp:delay}delay').get('stamp')
+
+ # body
+ spam_body = message_parsed.find('{jabber:client}body').text
+
+ # format sql
+ sql = 'INSERT INTO spam("user", "domain", "ts", "message") VALUES("{}", "{}", "{}", "{}");'.format(
+ node, domain, spam_time, spam_body
+ )
+ try:
+ self.conn.execute(sql)
+ except sqlite3.IntegrityError:
+ pass
+ finally:
+ self.conn.commit()
+
+
+if __name__ == "__main__":
+ parser = argparse.ArgumentParser()
+ parser.add_argument('-in', '--infile', help='set path to input file', dest='infile')
+ parser.add_argument('-d', '--domain', help='specify report domain', dest='domain')
+ args = parser.parse_args()
+
+ # run
+ AbuseReport(args).main()
+
+"""
+# Top 10 Domains and their score
+SELECT COUNT(*) AS messages,COUNT(DISTINCT user) AS bots,domain AS 'domain'
+FROM spam
+GROUP BY domain
+ORDER BY 1 DESC LIMIT 10;
+
+# Most frequent messages
+SELECT COUNT(*) as count, COUNT(distinct user||domain) as bots,message
+FROM spam
+GROUP BY message HAVING bots > 1
+ORDER BY 1 DESC LIMIT 5;
+
+# report sql
+SELECT COUNT(*) AS messages,COUNT(DISTINCT user) AS bots,domain
+FROM spam
+WHERE domain="default.rs";
+"""