def __init__(self, featurestore_id):
self._feature_group_base_engine = (
feature_group_base_engine.FeatureGroupBaseEngine(featurestore_id))
self._statistics_engine = statistics_engine.StatisticsEngine(
featurestore_id, self.ENTITY_TYPE)
self._expectations_api = expectations_api.ExpectationsApi(
featurestore_id, "featuregroups")
def __init__(self, feature_store_id):
"""Expectations engine.
:param feature_store_id: id of the respective featurestore
:type feature_store_id: int
"""
self._feature_store_id = feature_store_id
self._expectations_api = expectations_api.ExpectationsApi(
feature_store_id)
def __init__(
self,
featurestore_id,
featurestore_name,
created,
hdfs_store_path,
project_name,
project_id,
featurestore_description,
inode_id,
offline_featurestore_name,
hive_endpoint,
online_enabled,
num_feature_groups=None,
num_training_datasets=None,
num_storage_connectors=None,
online_featurestore_name=None,
mysql_server_endpoint=None,
online_featurestore_size=None,
):
self._id = featurestore_id
self._name = featurestore_name
self._created = created
self._hdfs_store_path = hdfs_store_path
self._project_name = project_name
self._project_id = project_id
self._description = featurestore_description
self._inode_id = inode_id
self._online_feature_store_name = online_featurestore_name
self._online_feature_store_size = online_featurestore_size
self._offline_feature_store_name = offline_featurestore_name
self._hive_endpoint = hive_endpoint
self._mysql_server_endpoint = mysql_server_endpoint
self._online_enabled = online_enabled
self._num_feature_groups = num_feature_groups
self._num_training_datasets = num_training_datasets
self._num_storage_connectors = num_storage_connectors
self._feature_group_api = feature_group_api.FeatureGroupApi(self._id)
self._storage_connector_api = storage_connector_api.StorageConnectorApi(
self._id)
self._training_dataset_api = training_dataset_api.TrainingDatasetApi(
self._id)
self._expectations_api = expectations_api.ExpectationsApi(self._id)
self._feature_group_engine = feature_group_engine.FeatureGroupEngine(
self._id)
self._transformation_function_engine = (
transformation_function_engine.TransformationFunctionEngine(
self._id))
self._feature_view_engine = feature_view_engine.FeatureViewEngine(
self._id)
def __init__(self, feature_store_id, entity_type):
self._feature_group_validation_api = validations_api.FeatureGroupValidationsApi(
feature_store_id, entity_type)
self._expectations_api = expectations_api.ExpectationsApi(
feature_store_id, entity_type)