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56 lines
1.7 KiB
56 lines
1.7 KiB
import csv |
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import datetime |
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from services import io_services, log_services |
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# import pdb |
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def tally_readings_per_second(data): |
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time_tallies = dict() |
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for item in data: |
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key = item[0] |
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if (key in time_tallies): |
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time_tallies[key] = time_tallies[key] + 1 |
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else: |
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time_tallies[key] = 1 |
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return time_tallies |
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def total_count_for_each_reading_per_second(time_tallies): |
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tally_totals = dict() |
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for val in time_tallies.values(): |
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if (val in tally_totals): |
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tally_totals[val] = (tally_totals[val]) + 1 |
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else: |
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tally_totals[val] = 1 |
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return tally_totals |
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def get_rps_above(threshold, readings): |
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times = list() |
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# print(readings.values()) |
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for k, v in readings.items(): |
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# print([k, v]) |
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if (v >= threshold): |
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times.append(k) |
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return times |
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def tally_flickers(selected_readings, all_readings): |
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selected = dict() |
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for time in selected_readings: |
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# print(f"Looking for {time}...") |
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selected[time] = all_readings[time] |
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# for k, v in all_readings.items(): |
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return selected |
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def main(): |
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raw_data_path = "data/test-data-lite.csv" |
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rps_save_path ="data/results/readings-per-sec.csv" |
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raw_data = io_services.load_raw_data(raw_data_path) |
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# log_services.print_list(raw_data) |
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time_tallies = tally_readings_per_second(raw_data) |
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# log_services.print_dictionary(time_tallies) |
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rps_totals = total_count_for_each_reading_per_second(time_tallies) |
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# log_services.print_dictionary(rps_totals) |
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io_services.save_rps_totals(rps_totals, rps_save_path) |
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# rsp_above_two = get_rps_above(2, time_tallies) |
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# flicker_tallies = tally_flickers(rsp_above_two, time_tallies) |
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if __name__ == "__main__": |
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main()
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