def from_json(conf_json, secuml_conf):
logger = secuml_conf.logger
dataset_conf = DatasetConf.from_json(conf_json['dataset_conf'], logger)
features_conf = FeaturesConf.from_json(conf_json['features_conf'],
logger)
annotations_conf = AnnotationsConf.from_json(
conf_json['annotations_conf'], logger)
factory = strategies_conf.get_factory()
core_conf = factory.from_json(conf_json['core_conf'], logger)
conf = RcdConf(secuml_conf,
dataset_conf,
features_conf,
annotations_conf,
core_conf,
name=conf_json['name'],
parent=conf_json['parent'])
conf.exp_id = conf_json['exp_id']
return conf
def from_json(conf_json, secuml_conf):
dataset_conf = DatasetConf.from_json(conf_json['dataset_conf'],
secuml_conf.logger)
features_conf = FeaturesConf.from_json(conf_json['features_conf'],
secuml_conf.logger)
annotations_conf = AnnotationsConf.from_json(
conf_json['annotations_conf'], secuml_conf.logger)
core_conf = ClassificationConf.from_json(conf_json['core_conf'],
secuml_conf.logger)
exp_conf = DiademConf(secuml_conf,
dataset_conf,
features_conf,
annotations_conf,
core_conf,
name=conf_json['name'],
parent=conf_json['parent'],
already_trained=conf_json['already_trained'])
exp_conf.exp_id = conf_json['exp_id']
return exp_conf
def from_json(conf_json, secuml_conf):
logger = secuml_conf.logger
dataset_conf = DatasetConf.from_json(conf_json['dataset_conf'], logger)
features_conf = FeaturesConf.from_json(conf_json['features_conf'],
logger)
annotations_conf = AnnotationsConf.from_json(
conf_json['annotations_conf'], logger)
factory = classifiers.get_factory()
core_conf = factory.from_json(conf_json['core_conf'], logger)
exp_conf = TrainConf(secuml_conf,
dataset_conf,
features_conf,
annotations_conf,
core_conf,
name=conf_json['name'],
parent=conf_json['parent'],
fold_id=conf_json['fold_id'])
exp_conf.exp_id = conf_json['exp_id']
return exp_conf
def from_json(conf_json, secuml_conf):
logger = secuml_conf.logger
dataset_conf = DatasetConf.from_json(conf_json['dataset_conf'], logger)
features_conf = FeaturesConf.from_json(conf_json['features_conf'],
logger)
annotations_conf = AnnotationsConf.from_json(
conf_json['annotations_conf'],
logger)
if conf_json['core_conf'] is not None:
alerts_conf = AlertsConf.from_json(conf_json['core_conf'], logger)
else:
alerts_conf = None
exp_conf = DetectionConf(secuml_conf, dataset_conf, features_conf,
annotations_conf, alerts_conf,
name=conf_json['name'],
parent=conf_json['parent'],
fold_id=conf_json['fold_id'],
kind=conf_json['kind'])
exp_conf.exp_id = conf_json['exp_id']
return exp_conf
def from_json(conf_json, secuml_conf):
dataset_conf = DatasetConf.from_json(conf_json['dataset_conf'],
secuml_conf.logger)
features_conf = FeaturesConf.from_json(conf_json['features_conf'],
secuml_conf.logger)
annotations_conf = AnnotationsConf.from_json(
conf_json['annotations_conf'], secuml_conf.logger)
core_conf = None
if conf_json['core_conf'] is not None:
core_conf = clustering_conf.get_factory().from_json(
conf_json['core_conf'], secuml_conf.logger)
exp_conf = ClusteringConf(secuml_conf,
dataset_conf,
features_conf,
annotations_conf,
core_conf,
name=conf_json['name'],
parent=conf_json['parent'],
label=conf_json['label'])
exp_conf.exp_id = conf_json['exp_id']
return exp_conf