def analyze(self, analyzer, config, save=True):
"""
Function analyzing all files of the dataset.
Each file is dealt with as a Recording object, created, analyzed and
saved.
See Recording.analyze for more info.
"""
if self._verbatim > 0:
print('\n\n *** DATASET ANALYSIS ***')
tStartGlobal = time.time()
for file_path in self.files:
recording = Recording(file_path, config, verbatim=self._verbatim)
tStart = time.time()
recording.analyze(analyzer, config)
tEnd = time.time()
if self._verbatim > 1:
print('\tRecording has been analyzed', file_path,
tEnd - tStart)
if save:
recording.save(config)
if self._verbatim > 1:
print('\tRecording has been saved')
tEndGlobal = time.time()
if self._verbatim > 0:
print('Dataset has been analyzed', tEndGlobal - tStartGlobal)
return
