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azure credential for batchpredictionjob

Highlighted
Blue LED

i'm looking into possibly reading/writing directly into an azure storage account and was wondering what should the credentials be:

job = dr.BatchPredictionJob.score_azure(
    deployment_id,
    source_url=azure_csv_input_file,
    destination_url=azure_csv_output_file,
    credential=credentials,
)

I have a service principal but am not sure what the syntax is to setup the credentials that is being asked for.

Thanks,

1 Reply
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DataRobot Employee
DataRobot Employee

Hello,

          you can create credentials like this example this will return credentialId which you can use as a credential.

***** Create Azure Credentials Example *****

 

 curl --location --request POST 'https://app.datarobot.com/api/v2/credentials/' \
--header 'Content-Type: application/json' \
--header 'Authorization: Bearer ***' \
--data-raw '{ 
"credentialType": "azure",
"name": "***",
"azureConnectionString":"DefaultEndpointsProtocol=https;AccountName=***;AccountKey=***;EndpointSuffix=core.windows.net"
}'

 


you can keep track of credentials at this URL https://app.datarobot.com/api/v2/credentials/