aswi2020sebela-gitlab/python-module/DatasetProcessing/JISProcessor.py @ 04a2b5a4

from Utilities.CSV import CSVDataLine, CSVutils
from Utilities import DateFormating


def process_file(filename):
    """
    Method that take path to crawled file and outputs date dictionary using method:
    CSVutils.export_data_to_csv(filename, date_dict)
    Date dictionary is a dictionary where keys are dates in format ddmmYYYYhh (0804201815)
    and value is dictionary where keys devices (specified in configuration file)
    and value is CSVDataLine.CSVDataLine with device,date and occurrence

    Args:
        filename: name of processed file

    Returns:
        False if not implemented
        True when implemented
    """
    with open(filename, "r", encoding="utf-8") as file:

        date_dict = dict()

        for line in file:

            array = line.split(";")

            date = DateFormating.date_time_formatter(array[1][1:-1])
            name = array[0][1:-1]
            occurence = array[2][:-1]

            if date not in date_dict:
                date_dict[date] = dict()

            if name in date_dict[date]:
                date_dict[date][name].occurence += int(occurence)
            else:
                date_dict[date][name] = CSVDataLine.CSVDataLine(name, date, int(occurence))

    CSVutils.export_data_to_csv(filename, date_dict)
    return True