#!/usr/bin/env python3 # # Copyright 2023 Nordix Foundation. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import argparse import csv def load_metrics_table(filename): with open(filename) as tsvFile: csvreader = csv.DictReader(tsvFile, dialect="excel-tab") table = {} for source_row in csvreader: method, count, sum_time = source_row['Method'], source_row['Count'], source_row['Sum'] table[method] = { 'Count': int(float(count)), 'Sum': float(sum_time) } return table def save_metrics_table(table, filename): with open(filename, 'w', newline='') as outfile: csvwriter = csv.writer(outfile, dialect="excel-tab") csvwriter.writerow(["Method", "Count", "Sum"]) for method in table: count, sum_time = table[method]['Count'], table[method]['Sum'] csvwriter.writerow([method, count, sum_time]) def subtract_metrics_tables(table, table_to_subtract): result = {} for method in table: result[method] = table[method] for method in table_to_subtract: result[method]['Count'] = result[method]['Count'] - table_to_subtract[method]['Count'] result[method]['Sum'] = result[method]['Sum'] - table_to_subtract[method]['Sum'] return filter_null_metrics_from_metrics_table(result) def filter_null_metrics_from_metrics_table(table): result = {} for method in table: if table[method]['Count'] > 0: result[method] = table[method] return result if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument('-a', '--metrics-after', required=True, help='path to metrics table to subtract from', dest='tsvpath_after', type=str) parser.add_argument('-b', '--metrics-before', required=True, help='path to metrics table to subtract', dest='tsvpath_before', type=str) parser.add_argument('-o', '--output', required=True, help='path to output metrics table', dest='outpath', type=str) args = parser.parse_args() table1 = load_metrics_table(args.tsvpath_before) table2 = load_metrics_table(args.tsvpath_after) table_diff = subtract_metrics_tables(table2, table1) save_metrics_table(table_diff, args.outpath)