Context

class datarobotx.Context(**kwargs)

Interface for initializing, accessing, and setting drx context variables.

Parameters:

• token (str) – DataRobot API token

• endpoint (str) – DataRobot API endpoint

• pred_server_id (str) – Default prediction server id to use for deployments

• config_path (str) – Path to DataRobot configuration yaml file. If specified, values for token, endpoint, and pred_server_id in the yaml file will take precedence.

Examples

>>> import datarobotx as drx
>>> drx.Context()  # show current configuration
{'token': '***', 'endpoint': 'https://app.datarobot.com/api/v2', 'pred_server_id': '***'}
>>> drx.Context(token='foo', endpoint='bar')  # update current configuration
{'token': 'foo', 'endpoint': 'bar', 'pred_server_id': '***'}
>>> c = drx.Context()
>>> c.pred_server_id = 'foo_bar'  # alternative approach to update
>>> drx.Context()
{'token': 'foo', 'endpoint': 'bar', 'pred_server_id': 'foo_bar'}
>>> drx.Context(config_path='my_path/my_config.yaml')  # update from file
{'token': 'my_config_token', 'endpoint': 'my_config_endpoint', 'pred_server_id': 'my_config_pred_server_id'}

Attributes:

dr_context
endpoint	DataRobot API endpoint.
pred_server_id	DataRobot prediction server id for deployments.
theme	Whether charts render in dark or light.
token	DataRobot API token.

property endpoint: str

DataRobot API endpoint.

property pred_server_id: str

DataRobot prediction server id for deployments.

property theme: str

Whether charts render in dark or light.

property token: str

DataRobot API token.