def getExperimentsNames(project, dataset, exp_kind):
db.commit()
mysql_tools.useDatabase(cursor, project, dataset)
experiments = experiment_db_tools.getExperiments(cursor, exp_kind)
experience_dict = {}
for e in experiments:
experience_dict[e] = experiment_db_tools.getExperimentId(cursor, e)
return jsonify(experience_dict)
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 removeClusterLabel(project, dataset, experiment_id, selected_cluster, num_results):
selected_cluster = int(selected_cluster)
num_results = int(num_results)
experiment = ExperimentFactory.getFactory().fromJson(project, dataset, experiment_id,
db, cursor)
clustering = Clustering.fromJson(experiment)
clustering.removeClusterLabel(selected_cluster, num_results)
db.commit()
return ''
def getLabelsFamilies(project, dataset, experiment_label_id, iteration_max):
if iteration_max == 'None':
iteration_max = None
else:
iteration_max = int(iteration_max)
mysql_tools.useDatabase(cursor, project, dataset)
db.commit()
labels_families = labels_tools.getLabelsFamilies(
cursor, experiment_label_id, iteration_max=iteration_max)
return jsonify(labels_families)
def addClusterLabel(project, dataset, experiment_id, selected_cluster, num_results, label, family,
label_iteration, label_method):
selected_cluster = int(selected_cluster)
num_results = int(num_results)
experiment = ExperimentFactory.getFactory().fromJson(project, dataset, experiment_id,
db, cursor)
clustering = Clustering.fromJson(experiment)
clustering.addClusterLabel(selected_cluster, num_results,
label, family, label_iteration, label_method)
db.commit()
return ''
def getFamiliesInstances(project, dataset, experiment_label_id, label,
iteration_max):
if iteration_max == 'None':
iteration_max = None
else:
iteration_max = int(iteration_max)
mysql_tools.useDatabase(cursor, project, dataset)
db.commit()
families = labels_tools.getLabelsFamilies(
cursor, experiment_label_id, iteration_max=iteration_max)[label]
families_instances = {}
for f in families:
families_instances[f] = labels_tools.getLabelFamilyIds(
cursor,
experiment_label_id,
label,
family=f,
iteration_max=iteration_max)
return jsonify(families_instances)
def removeLabel(project, dataset, experiment_id, inst_dataset,
inst_experiment_label_id, iteration_number, instance_id):
mysql_tools.useDatabase(cursor, project, inst_dataset)
labels_tools.removeLabel(cursor, inst_experiment_label_id, instance_id)
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(), 'removeLabel', project, dataset,
instance_id
]
to_print = map(str, to_print)
to_print = ','.join(to_print)
with open(filename, mode) as f:
print >> f, to_print
return ''
def currentAnnotationIteration(project, dataset, experiment_id):
db.commit()
experiment = ExperimentFactory.getFactory().fromJson(
project, dataset, experiment_id, db, cursor)
return str(experiment.getCurrentIteration())
def getChildren(project, dataset, experiment_id):
db.commit()
mysql_tools.useDatabase(cursor, project, dataset)
return ' '.join(
map(str, experiment_db_tools.getChildren(cursor, experiment_id)))
def getExperimentLabelId(project, dataset, experiment_id):
db.commit()
experiment = ExperimentFactory.getFactory().fromJson(
project, dataset, experiment_id, db, cursor)
experiment_label_id = str(experiment.experiment_label_id)
return experiment_label_id
def getExperimentId(project, dataset, experiment_name):
db.commit()
mysql_tools.useDatabase(cursor, project, dataset)
return str(experiment_db_tools.getExperimentId(cursor, experiment_name))
def getExperimentName(project, dataset, experiment_id):
db.commit()
mysql_tools.useDatabase(cursor, project, dataset)
return experiment_db_tools.getExperimentName(cursor, experiment_id)
def removeLabel(project, dataset, experiment, instance_id):
mysql_tools.useDatabase(cursor, project, dataset)
labels_tools.removeLabel(cursor, experiment, instance_id)
db.commit()
return ''