exclude the digits-domain words from partial constant

extract the templates according to the logs in each group

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

Function to generate regular expression to split log messages

part of the potential function

Compute accuracy metrics between log parsing results and ground truth Arguments --------- series_groundtruth : pandas.Series

Counting each word's frequency in the dataset and convert each log into frequency vector Output: wordlist: log groups bas

Infer the best matching template, or create a new template if there is no similar template exists. Args: words: An arra

Returns the status of the template (changed or did not change)

find out whether a list contained a list

Load datasets and use regular expression to split it and remove some columns

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Function to transform log file to dataframe

Constructor that takes the path to the log file as input and saves the content of the file as a list of strings each item in the li

find the position that should be splitted, that is to find minimum num of different variable parts of each position or find the entropy

Merge events if a bin has too many events

Calculate the occurancy of each word of each group, and for each group, save the words that happen more than half all log number to b

for each group, According to the splittable and groupLen, decide whether to split it iteratively until it cannot be splitted any more