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Create Tabular Dataset in AML workspace from Web URL

door Achal Jain
Laatst bijgewerkt: 11-5-2021

This template creates a tabular dataset from Web URL in Azure Machine Learning workspace.

Deze ARM-sjabloon (Azure Resource Manager) is gemaakt door een lid van de community, niet door Microsoft. Elke ARM-sjabloon wordt aan u in licentie gegeven onder een licentieovereenkomst van de eigenaar, niet van Microsoft. Microsoft is niet verantwoordelijk voor ARM-sjablonen die door communityleden worden verstrekt en in licentie worden gegeven, en test deze sjablonen ook niet op veiligheid, compatibiliteit of prestaties. ARM-sjablonen van de community worden onder geen enkel programma of geen enkele service van Microsoft ondersteund, en worden 'AS IS' beschikbaar gesteld, zonder enige vorm van garantie.

Parameters

Parameternaam Beschrijving
workspaceName Specifies the name of the Azure Machine Learning workspace which will hold this datastore target.
httpUrl The Http URL.
datasetName The name of the dataset.
datasetDescription Optional : The description for the dataset.
sourceType Data source type
separator Optional: The separator used to split columns for 'delimited_files' sourceType, default to ',' for 'delimited_files'
header Optional : Header type. Defaults to 'all_files_have_same_headers'
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.
includePath Optional : Boolean to keep path information as column in the dataset. Defaults to False. This is useful when reading multiple files, and want to know which file a particular record originated from, or to keep useful information in file path.
location The location of the Azure Machine Learning Workspace.

De sjabloon gebruiken

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 deployment
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-web-url/azuredeploy.json
Azure PowerShell installeren en configureren

Opdrachtregel

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 deployment
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-web-url/azuredeploy.json
De platformoverschrijdende Azure-opdrachregelinterface installeren en configureren