This template creates a tabular dataset from SQL query in SQL/PostgreSQL/MySQL datastore in Azure Machine Learning workspace.
This Azure Resource Manager (ARM) template was created by a member of the community and not by Microsoft. Each ARM template is licensed to you under a licence agreement by its owner, not Microsoft. Microsoft is not responsible for ARM templates provided and licensed by community members and does not screen for security, compatibility or performance. Community ARM templates are not supported under any Microsoft support programme or service and are made available AS IS without warranty of any kind.
Parameters
| Parameter Name | Description |
|---|---|
| workspaceName | Specifies the name of the Azure Machine Learning workspace which will hold this datastore target. |
| datasetName | The name of the dataset. |
| datasetDescription | Optional : The description for the dataset. |
| datastoreName | The SQL/PostgreSQL/MySQL datastore name. |
| sqlQuery | SQL Quey |
| fineGrainTimestamp | Optional : Column name to be used as FineGrainTimestamp |
| coarseGrainTimestamp | Optional : Column name to be used as CoarseGrainTimestamp. Can only be used if 'fineGrainTimestamp' is specified and cannot be same as 'fineGrainTimestamp'. |
| tags | Optional : Provide JSON object with 'key,value' pairs to add as tags on dataset. Example- {"sampleTag1": "tagValue1", "sampleTag2": "tagValue2"} |
| skipValidation | Optional : Skip validation that ensures data can be loaded from the dataset before registration. |
| location | The location of the Azure Machine Learning Workspace. |
Use the template
PowerShell
New-AzResourceGroup -Name <resource-group-name> -Location <resource-group-location> #use this command when you need to create a new resource group for your deploymentInstall and configure Azure PowerShell
New-AzResourceGroupDeployment -ResourceGroupName <resource-group-name> -TemplateUri https://raw.githubusercontent.com/Azure/azure-quickstart-templates/master/quickstarts/microsoft.machinelearningservices/machine-learning-dataset-create-tabular-from-sql-query/azuredeploy.json
Command line
az group create --name <resource-group-name> --location <resource-group-location> #use this command when you need to create a new resource group for your deploymentInstall and Configure the Azure Cross-Platform Command-Line Interface
az group deployment create --resource-group <my-resource-group> --template-uri https://raw.githubusercontent.com/Azure/azure-quickstart-templates/master/quickstarts/microsoft.machinelearningservices/machine-learning-dataset-create-tabular-from-sql-query/azuredeploy.json