Model
read_model_repository
Read model repository in the default organization. If you want to
override the default organization, then pass organization_name
as
**kwargs
.
Args
repository_name
(str) : Model repository name.
Example
list_model_repositories
List model repositories in the default organization. If you want to
override the default organization, then pass organization_name
as
**kwargs
.
Example
create_model_repository
Create model repository in the default organization. If you want to
override the default organization, then pass organization_name
as
**kwargs
.
Args
name
(str) : Model repository name.description
(str) : Model repository description. Defaults to None.
Example
update_model_repository
Update model repository in the default organization. If you want to
override the default organization, then pass organization_name
as
**kwargs
.
Args
name
(str) : Model repository name.description
(str) : Model repository description to update.
Example
delete_model_repository
Delete model repository in the default organization. If you want to
override the default organization, then pass organization_name
as
**kwargs
.
Args
name
(str) : Model repository name.
Example
read_model
Read model in the default organization. If you want to override the
default organization, then pass organization_name
as **kwargs
.
Args
repository_name
(str) : Model repository name.model_number
(int) : Model number.
Example
list_models
List models in the default organization. If you want to override the
default organization, then pass organization_name
as **kwargs
.
Args
repository_name
(str) : Model repository name.
Example
create_model
Create model in the default organization. If you want to override the
default organization, then pass organization_name
as **kwargs
. If the
given model repository name does not exist, then create one with the given
repository_description. Otherwise, create a model in the existing model
repository.
Args
repository_name
(str) : Model repository name.repository_description
(str) : Model repository description. Defaults to Noneexperiment_id
(int) : Pass experiment ID if the model is sourced from the experiment outputs. Defaults to None.model_name
(str) : Model name is unique and optional. Defaults to None.paths
(List[str]) : Paths for creating model. Paths could be sub paths of experiment output files or local file paths. Defaults to root.
Example
update_model
Update model in the default organization. If you want to override the
default organization, then pass organization_name
as **kwargs
.
Args
repository_name
(str) : Model repository name.model_number
(int) : Model number.name
(str) : Model name to update.
Example
delete_model
Delete model in the default organization. If you want to override the
default organization, then pass organization_name
as **kwargs
.
Args
repository_name
(str) : Model repository name.model_number
(int) : Model number.
Example
list_model_volume_files
List model files in the default organization. If you want to override the
default organization, then pass organization_name
as **kwargs
.
Args
repository_name
(str) : Model repository name.model_number
(int) : Model number.need_download_url
(bool) : True if you need a download URL, False otherwise. Defaults to False.path
(str) : Directory path to list. Defaults to root.recursive
(bool) : True if file is a directory, False otherwise. Defaults to False.
Example
upload_model_volume_file
Upload file to the model in the default organization. If you want to
override the default organization, then pass organization_name
as
**kwargs
.
Args
repository_name
(str) : Model repository name.model_number
(int) : Model number.source_path
(str) : Local source path.dest_path
(str) : Destination path within the model.
Example
download_model_volume_file
Download a model in the default organization. If you want to override the
default organization, then pass organization_name
as **kwargs
.
Args
repository_name
(str) : Model repository name.model_number
(int) : Model number.source_path
(str) : Source path within the modeldest_path
(str) : Local destination path
Example
delete_model_volume_file
Delete the model volume file in the default organization. If you want to
override the default organization, then pass organization_name
as
**kwargs
.
Args
repository_name
(str) : Model repository name.model_number
(int) : Model number.path
(str) : File path within the model
Example