def addLabel(project, dataset, experiment_label_id, iteration_number,
instance_id, label, family, method, annotation):
annotation = annotation == 'true'
mysql_tools.useDatabase(cursor, project, dataset)
labels_tools.addLabel(cursor, experiment_label_id, instance_id, label,
family, iteration_number, method, annotation)
db.commit()
return ''
def annotateAuto(self, iteration, kind):
instances = iteration.datasets.instances
label = instances.getLabel(self.instance_id, true_labels=True)
label = labels_tools.labelBooleanToString(label)
family = instances.getFamily(self.instance_id, true_labels=True)
# Update the datasets
self.updateDatasets(iteration, label, family)
# Update in the database
method = kind + '__annotation'
labels_tools.addLabel(iteration.experiment.session,
iteration.experiment.labels_id, self.instance_id,
label, family, iteration.iteration_number,
method, True)
iteration.experiment.session.commit()
def addLabel(experiment_id, inst_experiment_label_id, iteration_number,
instance_id, label, family, method, annotation):
annotation = annotation == 'true'
labels_tools.addLabel(session, inst_experiment_label_id, instance_id,
label, family, iteration_number, method, annotation)
if user_exp:
experiment = updateCurrentExperiment(experiment_id)
filename = experiment.getOutputDirectory()
filename += 'user_actions.log'
file_exists = dir_tools.checkFileExists(filename)
mode = 'a' if file_exists else 'w'
to_print = [
datetime.datetime.now(), 'addLabel', iteration_number, instance_id,
label, family, method, annotation
]
to_print = map(str, to_print)
to_print = ','.join(to_print)
with open(filename, mode) as f:
print >> f, to_print
return ''
def addLabel(project, dataset, experiment_id, inst_dataset,
inst_experiment_label_id, iteration_number, instance_id, label,
family, method, annotation):
annotation = annotation == 'true'
mysql_tools.useDatabase(cursor, project, inst_dataset)
labels_tools.addLabel(cursor, inst_experiment_label_id, instance_id, label,
family, iteration_number, method, annotation)
db.commit()
if user_exp:
experiment = ExperimentFactory.getFactory().fromJson(
project, dataset, experiment_id, db, cursor)
filename = dir_tools.getExperimentOutputDirectory(experiment)
filename += 'user_actions.log'
file_exists = dir_tools.checkFileExists(filename)
mode = 'a' if file_exists else 'w'
to_print = [
datetime.datetime.now(), 'addLabel', project, dataset,
iteration_number, instance_id, label, family, method, annotation
]
to_print = map(str, to_print)
to_print = ','.join(to_print)
with open(filename, mode) as f:
print >> f, to_print
return ''
def addClusterLabel(self, num_results, label, family, cursor,
experiment_label_id, label_iteration, label_method):
for instance_id in self.instances_ids:
labels_tools.addLabel(cursor, experiment_label_id, instance_id,
label, family, label_iteration, label_method,
False)