#!/usr/bin/env python from __future__ import division import ast import logging import numbers import os, os.path import re from argparse import ArgumentParser from collections import OrderedDict from glob import glob from itertools import ifilter import xlwt from testlog_parser import parseLogFile # To build XLS report you neet to put your xmls (OpenCV tests output) in the # following way: # # "root" --- folder, representing the whole XLS document. It contains several # subfolders --- sheet-paths of the XLS document. Each sheet-path contains it's # subfolders --- config-paths. Config-paths are columns of the sheet and # they contains xmls files --- output of OpenCV modules testing. # Config-path means OpenCV build configuration, including different # options such as NEON, TBB, GPU enabling/disabling. # # root # root\sheet_path # root\sheet_path\configuration1 (column 1) # root\sheet_path\configuration2 (column 2) re_image_size = re.compile(r'^ \d+ x \d+$', re.VERBOSE) re_data_type = re.compile(r'^ (?: 8 | 16 | 32 | 64 ) [USF] C [1234] $', re.VERBOSE) time_style = xlwt.easyxf(num_format_str='#0.00') no_time_style = xlwt.easyxf('pattern: pattern solid, fore_color gray25') speedup_style = time_style good_speedup_style = xlwt.easyxf('font: color green', num_format_str='#0.00') bad_speedup_style = xlwt.easyxf('font: color red', num_format_str='#0.00') no_speedup_style = no_time_style error_speedup_style = xlwt.easyxf('pattern: pattern solid, fore_color orange') header_style = xlwt.easyxf('font: bold true; alignment: horizontal centre, vertical top, wrap True') def collect_xml(collection, configuration, xml_fullname): xml_fname = os.path.split(xml_fullname)[1] module = xml_fname[:xml_fname.index('_')] module_tests = collection.setdefault(module, OrderedDict()) for test in sorted(parseLogFile(xml_fullname)): test_results = module_tests.setdefault((test.shortName(), test.param()), {}) test_results[configuration] = test.get("gmean") if test.status == 'run' else test.status def main(): arg_parser = ArgumentParser(description='Build an XLS performance report.') arg_parser.add_argument('sheet_dirs', nargs='+', metavar='DIR', help='directory containing perf test logs') arg_parser.add_argument('-o', '--output', metavar='XLS', default='report.xls', help='name of output file') arg_parser.add_argument('-c', '--config', metavar='CONF', help='global configuration file') args = arg_parser.parse_args() logging.basicConfig(format='%(levelname)s: %(message)s', level=logging.DEBUG) if args.config is not None: with open(args.config) as global_conf_file: global_conf = ast.literal_eval(global_conf_file.read()) else: global_conf = {} wb = xlwt.Workbook() for sheet_path in args.sheet_dirs: try: with open(os.path.join(sheet_path, 'sheet.conf')) as sheet_conf_file: sheet_conf = ast.literal_eval(sheet_conf_file.read()) except Exception: sheet_conf = {} logging.debug('no sheet.conf for %s', sheet_path) sheet_conf = dict(global_conf.items() + sheet_conf.items()) if 'configurations' in sheet_conf: config_names = sheet_conf['configurations'] else: try: config_names = [p for p in os.listdir(sheet_path) if os.path.isdir(os.path.join(sheet_path, p))] except Exception as e: logging.warning('error while determining configuration names for %s: %s', sheet_path, e) continue collection = {} for configuration, configuration_path in \ [(c, os.path.join(sheet_path, c)) for c in config_names]: logging.info('processing %s', configuration_path) for xml_fullname in glob(os.path.join(configuration_path, '*.xml')): collect_xml(collection, configuration, xml_fullname) sheet = wb.add_sheet(sheet_conf.get('sheet_name', os.path.basename(os.path.abspath(sheet_path)))) sheet.row(0).height = 800 sheet.panes_frozen = True sheet.remove_splits = True sheet.horz_split_pos = 1 sheet.horz_split_first_visible = 1 sheet_comparisons = sheet_conf.get('comparisons', []) for i, w in enumerate([2000, 15000, 2500, 2000, 15000] + (len(config_names) + 1 + len(sheet_comparisons)) * [3000]): sheet.col(i).width = w for i, caption in enumerate(['Module', 'Test', 'Image\nsize', 'Data\ntype', 'Parameters'] + config_names + [None] + [comp['to'] + '\nvs\n' + comp['from'] for comp in sheet_comparisons]): sheet.row(0).write(i, caption, header_style) row = 1 module_colors = sheet_conf.get('module_colors', {}) module_styles = {module: xlwt.easyxf('pattern: pattern solid, fore_color {}'.format(color)) for module, color in module_colors.iteritems()} for module, tests in sorted(collection.iteritems()): for ((test, param), configs) in tests.iteritems(): sheet.write(row, 0, module, module_styles.get(module, xlwt.Style.default_style)) sheet.write(row, 1, test) param_list = param[1:-1].split(", ") sheet.write(row, 2, next(ifilter(re_image_size.match, param_list), None)) sheet.write(row, 3, next(ifilter(re_data_type.match, param_list), None)) sheet.row(row).write(4, param) for i, c in enumerate(config_names): if c in configs: sheet.write(row, 5 + i, configs[c], time_style) else: sheet.write(row, 5 + i, None, no_time_style) for i, comp in enumerate(sheet_comparisons): cmp_from = configs.get(comp["from"]) cmp_to = configs.get(comp["to"]) col = 5 + len(config_names) + 1 + i if isinstance(cmp_from, numbers.Number) and isinstance(cmp_to, numbers.Number): try: speedup = cmp_from / cmp_to sheet.write(row, col, speedup, good_speedup_style if speedup > 1.1 else bad_speedup_style if speedup < 0.9 else speedup_style) except ArithmeticError as e: sheet.write(row, col, None, error_speedup_style) else: sheet.write(row, col, None, no_speedup_style) row += 1 if row % 1000 == 0: sheet.flush_row_data() wb.save(args.output) if __name__ == '__main__': main()