def _local_pca(pca, args):
"""Create the local PCA object
"""
local_pca = PCA(pca, api=args.retrieve_api_)
kwargs = {}
if args.max_components:
kwargs.update({"max_components": args.max_components})
if args.variance_threshold:
kwargs.update({"variance_threshold": args.variance_threshold})
return local_pca, kwargs
def create_local_pca(step):
world.local_pca = PCA(world.pca["resource"])