#!/usr/bin/env python3 # -*-coding:UTF-8 -* """ This Module is used for term frequency. It processes every paste coming from the global module and test the sets supplied in the term webpage. """ import redis import time from pubsublogger import publisher from packages import lib_words from packages import Paste import os import datetime import calendar import re import ast from Helper import Process # Email notifications from NotificationHelper import * # Config Variables BlackListTermsSet_Name = "BlackListSetTermSet" TrackedTermsSet_Name = "TrackedSetTermSet" TrackedRegexSet_Name = "TrackedRegexSet" TrackedSetSet_Name = "TrackedSetSet" top_term_freq_max_set_cardinality = 20 # Max cardinality of the terms frequences set oneDay = 60*60*24 top_termFreq_setName_day = ["TopTermFreq_set_day_", 1] top_termFreq_setName_week = ["TopTermFreq_set_week", 7] top_termFreq_setName_month = ["TopTermFreq_set_month", 31] top_termFreq_set_array = [top_termFreq_setName_day,top_termFreq_setName_week, top_termFreq_setName_month] # create direct link in mail full_paste_url = "/showsavedpaste/?paste=" def add_quote_inside_tab(tab): quoted_tab = "[" for elem in tab[1:-1].split(','): elem = elem.lstrip().strip() quoted_tab += "\'{}\', ".format(elem) quoted_tab = quoted_tab[:-2] #remove trailing , quoted_tab += "]" return str(quoted_tab) if __name__ == "__main__": publisher.port = 6380 publisher.channel = "Script" config_section = 'SetForTermsFrequency' p = Process(config_section) # REDIS # server_term = redis.StrictRedis( host=p.config.get("ARDB_TermFreq", "host"), port=p.config.get("ARDB_TermFreq", "port"), db=p.config.get("ARDB_TermFreq", "db"), decode_responses=True) # FUNCTIONS # publisher.info("RegexForTermsFrequency script started") # create direct link in mail full_paste_url = p.config.get("Notifications", "ail_domain") + full_paste_url #get the dico and matching percent dico_percent = {} dico_set_tab = {} dico_setname_to_redis = {} for set_str in server_term.smembers(TrackedSetSet_Name): tab_set = set_str[1:-1] tab_set = add_quote_inside_tab(tab_set) perc_finder = re.compile("\[[0-9]{1,3}\]").search(tab_set) if perc_finder is not None: match_percent = perc_finder.group(0)[1:-1] dico_percent[tab_set] = float(match_percent) dico_set_tab[tab_set] = ast.literal_eval(tab_set) dico_setname_to_redis[tab_set] = set_str else: continue message = p.get_from_set() while True: if message is not None: filename = message temp = filename.split('/') timestamp = calendar.timegm((int(temp[-4]), int(temp[-3]), int(temp[-2]), 0, 0, 0)) content = Paste.Paste(filename).get_p_content() curr_set = top_termFreq_setName_day[0] + str(timestamp) #iterate over the words of the file match_dico = {} for word in content.split(): for cur_set, array_set in dico_set_tab.items(): for w_set in array_set[:-1]: #avoid the percent matching if word == w_set: try: match_dico[str(array_set)] += 1 except KeyError: match_dico[str(array_set)] = 1 #compute matching % for the_set, matchingNum in match_dico.items(): eff_percent = float(matchingNum) / float((len(ast.literal_eval(the_set))-1)) * 100 #-1 bc if the percent matching if eff_percent >= dico_percent[the_set]: # Send a notification only when the member is in the set if dico_setname_to_redis[str(the_set)] in server_term.smembers(TrackedTermsNotificationEnabled_Name): # create mail body mail_body = ("AIL Framework,\n" "New occurrence for term: " + dico_setname_to_redis[str(the_set)] + "\n" ''+full_paste_url + filename) # Send to every associated email adress for email in server_term.smembers(TrackedTermsNotificationEmailsPrefix_Name + dico_setname_to_redis[str(the_set)]): sendEmailNotification(email, 'Term', mail_body) print(the_set, "matched in", filename) set_name = 'set_' + dico_setname_to_redis[the_set] new_to_the_set = server_term.sadd(set_name, filename) new_to_the_set = True if new_to_the_set == 1 else False #consider the num of occurence of this set set_value = int(server_term.hincrby(timestamp, dico_setname_to_redis[the_set], int(1))) # FIXME - avoid using per paste as a set is checked over the entire paste #1 term per paste if new_to_the_set: set_value_perPaste = int(server_term.hincrby("per_paste_" + str(timestamp), dico_setname_to_redis[the_set], int(1))) server_term.zincrby("per_paste_" + curr_set, dico_setname_to_redis[the_set], float(1)) server_term.zincrby(curr_set, dico_setname_to_redis[the_set], float(1)) else: publisher.debug("Script RegexForTermsFrequency is Idling") print("sleeping") time.sleep(5) message = p.get_from_set()