preprocessing.py
def parse_logs_into_english_text(self, log_dir, log_file, log_format=feature_list, sentence_format=aws_logs_to_sentence_format):
        """
        read an unstructured log file and convert it to a meaningful English text
        """

        # read logs from file and extract fields according to the log_format
        pre_processed_logs = pd.read_csv(log_dir+log_file, usecols=log_format)[log_format]

        # convert formatted logs into a english essay using sentence_format
        with open(log_dir+"english_logs.txt", 'w') as file:
            for index, log in pre_processed_logs.iterrows():
                log = re.sub(r'<<({})>>'.format("|".join(sorted(feature_list, reverse=True))), lambda x: log[x.group(1)], sentence_format)
                file.write(log+"\n")

        file.close()

        return log_dir+"english_logs.txt"

        read an unstructured log file and convert it to a meaningful English text
        
read an unstructured log file and convert it to a meaningful English text
read an unstructured log file and convert it to a meaningful English text
def parse_logs_into_english_text(self, log_dir, log_file, log_format=feature_list, sentence_format=aws_logs_to_sentence_format):
        pre_processed_logs = pd.read_csv(log_dir+log_file, usecols=log_format)[log_format]
        with open(log_dir+"english_logs.txt", 'w') as file:
            for index, log in pre_processed_logs.iterrows():
                log = re.sub(r'<<({})>>'.format("|".join(sorted(feature_list, reverse=True))), lambda x: log[x.group(1)], sentence_format)
                file.write(log+"\n")
        file.close()
        return log_dir+"english_logs.txt"
def parse_logs_into_english_text ( self , log_dir , log_file , log_format = feature_list , sentence_format = aws_logs_to_sentence_format ) : pre_processed_logs = pd . read_csv ( log_dir + log_file , usecols = log_format ) [ log_format ] with open ( log_dir + "english_logs.txt" , 'w' ) as file : for index , log in pre_processed_logs . iterrows ( ) : log = re . sub ( r'<<({})>>' . format ( "|" . join ( sorted ( feature_list , reverse = True ) ) ) , lambda x : log [ x . group ( 1 ) ] , sentence_format ) file . write ( log + "\n" ) file . close ( ) return log_dir + "english_logs.txt"
read an unstructured log file and convert it to a meaningful English text
read an unstructured log file and convert it to a meaningful English text
"""
        read an unstructured log file and convert it to a meaningful English text
        """ # read logs from file and extract fields according to the log_format # convert formatted logs into a english essay using sentence_format
self
log_dir
log_file
log_format
sentence_format