Workspace
object that is an R environment containing details and data associated with the AzureML work space. Data corresponding to services, experiments, and datasets in the workspace are cached in the result object environment. See refresh
about updating cached data.
workspace(id, auth, api_endpoint, management_endpoint, config = getOption("AzureML.config"), ..., .validate = TRUE)
https://studioap.azureml.net
if not provided and not specified in config. See note.https://management.azureml.net
if not provided and not specified in config. See note.~/.azureml/settings.json
, but you can change this location by setting options(AzureML.config = "newlocation")
. See the section "Using a settings.json file" for more details.datasets
. This should normally be set to TRUE. Set this to FALSE for testing, or if you know that your credentials are correct and you don't want to retrieve the datasets.Workspace
containing at least the following objects:
Experiments
object. See experiments
Datasets
object. See datasets
Services
object. See services
workspace id
and authorization token
in the Azure Machine Learning Studio interface. Workspace ID workspace_id.pngoptions: width="60%" alt="Figure: workspace_id.png" Authorization token authorization_token.pngoptions: width="60%" alt="Figure: authorization_token.png" id
, auth
, api_endpoint
or management_endpoint
arguments are missing, the function attempts to read values from the config
file with JSON format:
{"workspace":{ "id": "enter your AzureML workspace id here", "authorization_token": "enter your AzureML authorization token here", "api_endpoint": "https://studioapi.azureml.net", "management_endpoint": "https://management.azureml.net" }}
datasets
, experiments
, refresh
,
services
, consume
, publishWebService
Other consumption functions: consume
Other dataset functions: datasets
;
delete.datasets
;
download.intermediate.dataset
;
upload.dataset
Other discovery functions: discoverSchema
;
endpointHelp
; endpoints
,
getEndpoints
; getWebServices
,
services
Other experiment functions: download.intermediate.dataset
;
experiments
Other publishing functions: deleteWebService
;
publishWebService
,
updateWebService