MetadataConfig

class datarobotx.MetadataConfig(project_name=None, project_description=None, worker_count=None, gpu_worker_count=None)

DataRobot metadata and worker configuration.

Parameters that default to ‘None’ (or are omitted by the user) are overridden to server-side defaults at runtime. Consult the DataRobot REST API and GUI documentation for additional information on each parameter.

Parameters:

• project_name (str) – The new name of the project, if it should be renamed.

• project_description (str) – The new description of the project, if the description should be updated.

• worker_count (int) – The desired new number of workers if the number of workers should be changed. Must not exceed the number of workers available to the user. 0 is allowed. (New in version v2.14) -1 requests the maximum number available to the user.

• gpu_worker_count (int) – The desired new number of gpu workers if the number of gpu workers should be changed. Must not exceed the number of gpu workers available to the user. 0 is allowed. -1 requests the maximum number available to the user.

See also

DRConfig

Configuration object for DataRobot project and autopilot settings, also includes detailed examples of usage

Attributes:

gpu_worker_count	The desired new number of gpu workers if the number of gpu workers should be changed.
project_description	The new description of the project, if the description should be updated.
project_name	The new name of the project, if it should be renamed.
worker_count	The desired new number of workers if the number of workers should be changed.

Inherited methods:

keys()	rtype: Collection[str]
to_dict()	Return configuration as a dict.

property gpu_worker_count: int

The desired new number of gpu workers if the number of gpu workers should be changed. Must not exceed the number of gpu workers available to the user. 0 is allowed. -1 requests the maximum number available to the user.

Notes

gpu_worker_count : int

property project_description: str

The new description of the project, if the description should be updated.

Notes

project_description : str

property project_name: str

The new name of the project, if it should be renamed.

Notes

project_name : str

to_dict()

Return configuration as a dict.

Return type:

Dict[str, Any]

property worker_count: int

The desired new number of workers if the number of workers should be changed. Must not exceed the number of workers available to the user. 0 is allowed. (New in version v2.14) -1 requests the maximum number available to the user.

Notes

worker_count : int