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#!/usr/bin/env python |
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""" |
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This script can generate XLS reports from OpenCV tests' XML output files. |
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To use it, first, create a directory for each machine you ran tests on. |
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Each such directory will become a sheet in the report. Put each XML file |
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into the corresponding directory. |
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Then, create your configuration file(s). You can have a global configuration |
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file (specified with the -c option), and per-sheet configuration files, which |
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must be called sheet.conf and placed in the directory corresponding to the sheet. |
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The settings in the per-sheet configuration file will override those in the |
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global configuration file, if both are present. |
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A configuration file must consist of a Python dictionary. The following keys |
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will be recognized: |
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* 'comparisons': [{'from': string, 'to': string}] |
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List of configurations to compare performance between. For each item, |
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the sheet will have a column showing speedup from configuration named |
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'from' to configuration named "to". |
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* 'configuration_matchers': [{'properties': {string: object}, 'name': string}] |
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Instructions for matching test run property sets to configuration names. |
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For each found XML file: |
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1) All attributes of the root element starting with the prefix 'cv_' are |
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placed in a dictionary, with the cv_ prefix stripped and the cv_module_name |
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element deleted. |
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2) The first matcher for which the XML's file property set contains the same |
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keys with equal values as its 'properties' dictionary is searched for. |
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A missing property can be matched by using None as the value. |
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Corollary 1: you should place more specific matchers before less specific |
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ones. |
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Corollary 2: an empty 'properties' dictionary matches every property set. |
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3) If a matching matcher is found, its 'name' string is presumed to be the name |
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of the configuration the XML file corresponds to. Otherwise, a warning is |
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printed. A warning is also printed if two different property sets match to the |
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same configuration name. |
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* 'configurations': [string] |
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List of names for compile-time and runtime configurations of OpenCV. |
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Each item will correspond to a column of the sheet. |
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* 'module_colors': {string: string} |
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Mapping from module name to color name. In the sheet, cells containing module |
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names from this mapping will be colored with the corresponding color. You can |
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find the list of available colors here: |
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<http://www.simplistix.co.uk/presentations/python-excel.pdf>. |
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* 'sheet_name': string |
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Name for the sheet. If this parameter is missing, the name of sheet's directory |
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will be used. |
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Note that all keys are optional, although to get useful results, you'll want to |
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specify at least 'configurations' and 'configuration_matchers'. |
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Finally, run the script. Use the --help option for usage information. |
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""" |
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from __future__ import division |
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import ast |
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import fnmatch |
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import logging |
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import numbers |
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import os, os.path |
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@ -17,21 +82,6 @@ import xlwt |
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from testlog_parser import parseLogFile |
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# To build XLS report you neet to put your xmls (OpenCV tests output) in the |
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# following way: |
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# |
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# "root" --- folder, representing the whole XLS document. It contains several |
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# subfolders --- sheet-paths of the XLS document. Each sheet-path contains it's |
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# subfolders --- config-paths. Config-paths are columns of the sheet and |
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# they contains xmls files --- output of OpenCV modules testing. |
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# Config-path means OpenCV build configuration, including different |
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# options such as NEON, TBB, GPU enabling/disabling. |
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# |
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# root |
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# root\sheet_path |
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# root\sheet_path\configuration1 (column 1) |
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# root\sheet_path\configuration2 (column 2) |
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re_image_size = re.compile(r'^ \d+ x \d+$', re.VERBOSE) |
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re_data_type = re.compile(r'^ (?: 8 | 16 | 32 | 64 ) [USF] C [1234] $', re.VERBOSE) |
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@ -45,15 +95,64 @@ no_speedup_style = no_time_style |
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error_speedup_style = xlwt.easyxf('pattern: pattern solid, fore_color orange') |
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header_style = xlwt.easyxf('font: bold true; alignment: horizontal centre, vertical top, wrap True') |
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def collect_xml(collection, configuration, xml_fullname): |
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xml_fname = os.path.split(xml_fullname)[1] |
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module = xml_fname[:xml_fname.index('_')] |
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class Collector(object): |
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def __init__(self, config_match_func): |
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self.__config_cache = {} |
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self.config_match_func = config_match_func |
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self.tests = {} |
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# Format a sorted sequence of pairs as if it was a dictionary. |
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# We can't just use a dictionary instead, since we want to preserve the sorted order of the keys. |
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@staticmethod |
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def __format_config_cache_key(pairs): |
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return '{' + ', '.join(repr(k) + ': ' + repr(v) for (k, v) in pairs) + '}' |
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def collect_from(self, xml_path): |
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run = parseLogFile(xml_path) |
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module = run.properties['module_name'] |
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properties = run.properties.copy() |
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del properties['module_name'] |
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props_key = tuple(sorted(properties.iteritems())) # dicts can't be keys |
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if props_key in self.__config_cache: |
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configuration = self.__config_cache[props_key] |
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else: |
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configuration = self.config_match_func(properties) |
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if configuration is None: |
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logging.warning('failed to match properties to a configuration: %s', |
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Collector.__format_config_cache_key(props_key)) |
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else: |
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same_config_props = [it[0] for it in self.__config_cache.iteritems() if it[1] == configuration] |
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if len(same_config_props) > 0: |
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logging.warning('property set %s matches the same configuration %r as property set %s', |
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Collector.__format_config_cache_key(props_key), |
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configuration, |
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Collector.__format_config_cache_key(same_config_props[0])) |
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self.__config_cache[props_key] = configuration |
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if configuration is None: return |
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module_tests = collection.setdefault(module, OrderedDict()) |
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module_tests = self.tests.setdefault(module, OrderedDict()) |
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for test in sorted(parseLogFile(xml_fullname)): |
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test_results = module_tests.setdefault((test.shortName(), test.param()), {}) |
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test_results[configuration] = test.get("gmean") if test.status == 'run' else test.status |
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for test in run.tests: |
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test_results = module_tests.setdefault((test.shortName(), test.param()), {}) |
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test_results[configuration] = test.get("gmean") if test.status == 'run' else test.status |
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def make_match_func(matchers): |
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def match_func(properties): |
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for matcher in matchers: |
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if all(properties.get(name) == value |
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for (name, value) in matcher['properties'].iteritems()): |
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return matcher['name'] |
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return None |
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return match_func |
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def main(): |
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arg_parser = ArgumentParser(description='Build an XLS performance report.') |
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@ -83,23 +182,15 @@ def main(): |
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sheet_conf = dict(global_conf.items() + sheet_conf.items()) |
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if 'configurations' in sheet_conf: |
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config_names = sheet_conf['configurations'] |
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else: |
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try: |
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config_names = [p for p in os.listdir(sheet_path) |
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if os.path.isdir(os.path.join(sheet_path, p))] |
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except Exception as e: |
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logging.warning('error while determining configuration names for %s: %s', sheet_path, e) |
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continue |
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config_names = sheet_conf.get('configurations', []) |
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config_matchers = sheet_conf.get('configuration_matchers', []) |
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collection = {} |
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collector = Collector(make_match_func(config_matchers)) |
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for configuration, configuration_path in \ |
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[(c, os.path.join(sheet_path, c)) for c in config_names]: |
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logging.info('processing %s', configuration_path) |
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for xml_fullname in glob(os.path.join(configuration_path, '*.xml')): |
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collect_xml(collection, configuration, xml_fullname) |
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for root, _, filenames in os.walk(sheet_path): |
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logging.info('looking in %s', root) |
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for filename in fnmatch.filter(filenames, '*.xml'): |
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collector.collect_from(os.path.join(root, filename)) |
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sheet = wb.add_sheet(sheet_conf.get('sheet_name', os.path.basename(os.path.abspath(sheet_path)))) |
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@ -126,7 +217,7 @@ def main(): |
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module_styles = {module: xlwt.easyxf('pattern: pattern solid, fore_color {}'.format(color)) |
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for module, color in module_colors.iteritems()} |
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for module, tests in sorted(collection.iteritems()): |
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for module, tests in sorted(collector.tests.iteritems()): |
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for ((test, param), configs) in tests.iteritems(): |
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sheet.write(row, 0, module, module_styles.get(module, xlwt.Style.default_style)) |
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sheet.write(row, 1, test) |
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