def run(self):
subject = self.pipeline.subject
experiment = self.pipeline.experiment
try:
events = Events(get_events(subject=subject, task='RAM_PS', path_prefix=self.pipeline.mount_point))
except IOError:
raise Exception('No parameter search for subject %s' % subject)
events = events[events.experiment == experiment]
if events.size == 0:
raise Exception('No %s events for subject %s' % (experiment,subject))
events = correct_eegfile_field(events)
events = self.attach_raw_bin_wrappers(events)
sessions = np.unique(events.session)
print experiment, 'sessions:', sessions
events = pd.DataFrame.from_records(events)
events = compute_isi(events)
is_stim_event_type_vec = np.vectorize(is_stim_event_type)
events = events[is_stim_event_type_vec(events.type)]
print len(events), 'stim', experiment, 'events'
events = Events(events.to_records(index=False))
joblib.dump(events, self.get_path_to_resource_in_workspace(subject+'-'+experiment+'-ps_events.pkl'))
self.pass_object(experiment+'_events', events)
