def entity_create(filename, project):
"""
Create or update an entity
"""
entities = [Entity.from_dict(entity_dict) for entity_dict in yaml_loader(filename)]
feast_client = Client() # type: Client
feast_client.apply(entities, project)
def feature_set_create(filename):
"""
Create or update a feature set
"""
feature_sets = [FeatureSet.from_dict(fs_dict) for fs_dict in yaml_loader(filename)]
feast_client = Client() # type: Client
feast_client.apply(feature_sets)
def feature_table_create(filename):
"""
Create or update a feature table
"""
feature_tables = [
FeatureTable.from_dict(ft_dict) for ft_dict in yaml_loader(filename)
]
feast_client = Client() # type: Client
feast_client.apply_feature_table(feature_tables)
def from_yaml(cls, yml: str):
"""
Creates an entity from a YAML string body or a file path.
Args:
yml: Either a file path containing a yaml file or a YAML string.
Returns:
An EntityV2 object based on the YAML file.
"""
return cls.from_dict(feast_yaml.yaml_loader(yml, load_single=True))
def from_yaml(cls, yml: str):
"""
Creates a feature set from a YAML string body or a file path
Args:
yml: Either a file path containing a yaml file or a YAML string
Returns:
Returns a FeatureSet object based on the YAML file
"""
return cls.from_dict(feast_yaml.yaml_loader(yml, load_single=True))
def feature_set_create(filename):
"""
Create or update a feature set
"""
feature_sets = [
FeatureSet.from_dict(fs_dict) for fs_dict in yaml_loader(filename)
]
feast_client = Client(core_url=feast_config.get_config_property_or_fail(
"core_url")) # type: Client
feast_client.apply(feature_sets)
def apply(filename):
"""
Apply a configuration to a resource by filename or stdin
"""
resources = [
ResourceFactory.get_resource(res_dict["kind"]).from_dict(res_dict)
for res_dict in yaml_loader(filename)
]
feast_client = Client(core_url=feast_config.get_config_property_or_fail(
"core_url")) # type: Client
feast_client.apply(resources)
def from_yaml(cls, yml):
return cls.from_dict(feast_yaml.yaml_loader(yml, load_single=True))