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
def makeDecision(self, config, save=True):
"""
Function making the decision upon the predicted probas from analyze
method.
Each file is dealt with as a Recording object, created, loaded,
decisions are made, and saved again.
See Recording.makeDecision for more info.
"""
if self._verbatim > 0:
print(
'\n\n *** DATASET ANALYSIS: MAKING DECISION ON PREDICTIONS ***'
)
tStartGlobal = time.time()
for file_path in self.files:
recording = Recording(file_path, config, verbatim=self._verbatim)
recording.load(config)
tStart = time.time()
recording.makeDecision(config)
tEnd = time.time()
if save:
recording.save(config)
if self._verbatim > 1:
print(
'\tRecording has been re-analyzed: decisions on predictions have been made',
file_path, tEnd - tStart)
tEndGlobal = time.time()
if self._verbatim > 0:
print(
'Dataset has been re-analyzed: decisions on predictions have been made',
tEndGlobal - tStartGlobal)
return
return not any([c == '/' for c in name])
if __name__ == '__main__':
recording = None
path = DEFAULT_RECORD_PATH
while True:
user_input = input()
if user_input == 'r':
if recording is None:
recording = Recording()
track = recording.create_track()
track.record()
elif user_input == 'p':
if recording.playing:
recording.play()
else:
recording.pause()
elif user_input == 's':
recording.save()
elif user_input == 't':
user_input = input()
recording = 0.0 if user_input == '' else float(user_input)
elif user_input == 'o':
recording = Recording.open()
