| Index: webrtc/modules/audio_processing/test/py_quality_assessment/apm_quality_assessment_export.py
|
| diff --git a/webrtc/modules/audio_processing/test/py_quality_assessment/apm_quality_assessment_export.py b/webrtc/modules/audio_processing/test/py_quality_assessment/apm_quality_assessment_export.py
|
| index d3d3a83a6fe47b6d7ac9174a75be4e13ad477193..dcfea944a7223977c08db754215a19926f7fdc0a 100755
|
| --- a/webrtc/modules/audio_processing/test/py_quality_assessment/apm_quality_assessment_export.py
|
| +++ b/webrtc/modules/audio_processing/test/py_quality_assessment/apm_quality_assessment_export.py
|
| @@ -6,3 +6,154 @@
|
| # tree. An additional intellectual property rights grant can be found
|
| # in the file PATENTS. All contributing project authors may
|
| # be found in the AUTHORS file in the root of the source tree.
|
| +
|
| +"""Export the scores computed by the apm_quality_assessment.py script into an
|
| + HTML file.
|
| +"""
|
| +
|
| +import argparse
|
| +import collections
|
| +import logging
|
| +import glob
|
| +import os
|
| +import re
|
| +import sys
|
| +
|
| +import quality_assessment.audioproc_wrapper as audioproc_wrapper
|
| +import quality_assessment.data_access as data_access
|
| +import quality_assessment.export as export
|
| +
|
| +# Regular expressions used to derive score descriptors from file paths.
|
| +RE_CONFIG_NAME = re.compile(r'cfg-(.+)')
|
| +RE_INPUT_NAME = re.compile(r'input-(.+)')
|
| +RE_NOISE_NAME = re.compile(r'noise-(.+)')
|
| +RE_SCORE_NAME = re.compile(r'score-(.+)\.txt')
|
| +
|
| +def _InstanceArgumentsParser():
|
| + parser = argparse.ArgumentParser(description=(
|
| + 'Exports pre-computed APM module quality assessment results into HTML '
|
| + 'tables.'))
|
| +
|
| + parser.add_argument('-o', '--output_dir', required=True,
|
| + help=('the same base path used with the '
|
| + 'apm_quality_assessment tool'))
|
| +
|
| + parser.add_argument('-f', '--filename_suffix',
|
| + help=('suffix of the exported file'))
|
| +
|
| + parser.add_argument('-c', '--config_names', type=re.compile,
|
| + help=('regular expression to filter the APM configuration'
|
| + ' names'))
|
| +
|
| + parser.add_argument('-i', '--input_names', type=re.compile,
|
| + help=('regular expression to filter the probing signal '
|
| + 'names'))
|
| +
|
| + parser.add_argument('-n', '--noise_generators', type=re.compile,
|
| + help=('regular expression to filter the noise generator '
|
| + 'names'))
|
| +
|
| + parser.add_argument('-e', '--eval_scores', type=re.compile,
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| + help=('regular expression to filter the evaluation score '
|
| + 'names'))
|
| +
|
| + return parser
|
| +
|
| +
|
| +def _GetScoreDescriptors(score_filepath):
|
| + """
|
| + Extract a score descriptors from the score file path.
|
| + """
|
| + config_name, input_name, noise_name, noise_params, score_name = (
|
| + score_filepath.split(os.sep)[-5:])
|
| + config_name = RE_CONFIG_NAME.match(config_name).groups(0)[0]
|
| + input_name = RE_INPUT_NAME.match(input_name).groups(0)[0]
|
| + noise_name = RE_NOISE_NAME.match(noise_name).groups(0)[0]
|
| + score_name = RE_SCORE_NAME.match(score_name).groups(0)[0]
|
| + return config_name, input_name, noise_name, noise_params, score_name
|
| +
|
| +
|
| +def _ExcludeScore(config_name, input_name, noise_name, score_name, args):
|
| + """
|
| + Given a score descriptor, encoded in config_name, input_name, noise_name, and
|
| + score_name, use the corresponding regular expressions to determine if the
|
| + score should be excluded.
|
| + """
|
| + value_regexpr_pairs = [
|
| + (config_name, args.config_names),
|
| + (input_name, args.input_names),
|
| + (noise_name, args.noise_generators),
|
| + (score_name, args.eval_scores),
|
| + ]
|
| +
|
| + # Score accepted if each value matches the corresponding regular expression.
|
| + for value, regexpr in value_regexpr_pairs:
|
| + if regexpr is None:
|
| + continue
|
| + if not regexpr.match(value):
|
| + return True
|
| +
|
| + return False
|
| +
|
| +
|
| +def _GetOutputFilename(filename_suffix):
|
| + """
|
| + Build the filename for the exported file.
|
| + """
|
| + if filename_suffix is None:
|
| + return 'results.html'
|
| + return 'results-{}.html'.format(filename_suffix)
|
| +
|
| +
|
| +def main():
|
| + # Init.
|
| + logging.basicConfig(level=logging.DEBUG) # TODO(alessio): INFO once debugged.
|
| + parser = _InstanceArgumentsParser()
|
| + nested_dict = lambda: collections.defaultdict(nested_dict)
|
| + scores = nested_dict() # Organize the scores in a nested dictionary.
|
| +
|
| + # Parse command line arguments.
|
| + args = parser.parse_args()
|
| +
|
| + # Find score files in the output path.
|
| + src_path = os.path.join(
|
| + args.output_dir, 'cfg-*', 'input-*', 'noise-*', '*', 'score-*.txt')
|
| + logging.debug(src_path)
|
| + for score_filepath in glob.iglob(src_path):
|
| + # Extract score descriptors from the path.
|
| + config_name, input_name, noise_name, noise_params, score_name = (
|
| + _GetScoreDescriptors(score_filepath))
|
| +
|
| + # Ignore the score if required.
|
| + if _ExcludeScore(config_name, input_name, noise_name, score_name, args):
|
| + logging.info('ignored score: %s %s %s %s',
|
| + config_name, input_name, noise_name, score_name)
|
| + continue
|
| +
|
| + # Get metadata.
|
| + score_path, _ = os.path.split(score_filepath)
|
| + audio_in_filepath, audio_ref_filepath = (
|
| + data_access.Metadata.load_audio_in_ref_paths(score_path))
|
| + audio_out_filepath = os.path.join(
|
| + score_path, audioproc_wrapper.AudioProcWrapper.OUTPUT_FILENAME)
|
| +
|
| + # Add the score to the nested dictionary.
|
| + scores[score_name][config_name][input_name][noise_name][noise_params] = {
|
| + 'score': data_access.ScoreFile.load(score_filepath),
|
| + 'audio_in_filepath': audio_in_filepath,
|
| + 'audio_out_filepath': audio_out_filepath,
|
| + 'audio_ref_filepath': audio_ref_filepath,
|
| + }
|
| +
|
| + # Export.
|
| + exporter = export.HtmlExport(
|
| + output_path=args.output_dir,
|
| + output_filename=_GetOutputFilename(args.filename_suffix))
|
| + output_filepath = exporter.export(scores)
|
| +
|
| + logging.info('output file successfully written in %s', output_filepath)
|
| + sys.exit(0)
|
| +
|
| +
|
| +if __name__ == '__main__':
|
| + main()
|
|
|