from services import io_services, log_services, data_services

def main():
    # File paths used to save and load the data.
    raw_data_path = "data/test-data.csv"
    rps_save_path = "data/results/readings-per-sec.csv"
    rps_above_thresh = "data/results/readings_above_threshold.csv"
    flicker_list = "data/results/flicker_list.csv"
    filtered_flickers = "data/results/filtered_flicker_entries.csv"
    
    raw_data = io_services.load_raw_data(raw_data_path)
    # log_services.print_list(raw_data)
    time_tallies = data_services.tally_readings_per_second(raw_data)
    # log_services.print_dictionary(time_tallies)
    rps_totals = data_services.total_count_for_each_reading_per_second(time_tallies)
    # log_services.print_dictionary(rps_totals)
    io_services.save_rps_totals(rps_totals, rps_save_path)
    rps_above_herz = data_services.get_rps_above(4, time_tallies)
    # log_services.print_list(rps_above_two)
    io_services.save_rps_above_threshold(rps_above_herz, rps_above_thresh)
    flicker_entries = data_services.find_flickers(rps_above_herz, raw_data)
    # log_services.print_dictionary(flicker_tallies)
    io_services.save_rps_totals(flicker_entries, flicker_list)
    filtered_flicker_entries = data_services.find_readings_with_lights_on(flicker_entries)
    # log_services.print_list(filtered_flicker_entries)
    io_services.save_filtered_flickers(filtered_flicker_entries, filtered_flickers)
    
if __name__ == "__main__":
    main()