Document Details

Quickstart Create Data Factory Rest Api
Home / Scan #41 / Quickstart Create Data Factory Rest Api
Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
GitHub View on GitHub 📚 View on Microsoft Learn

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation is heavily biased toward Windows and PowerShell usage. All code examples use PowerShell cmdlets (e.g., Invoke-AzRestMethod, Connect-AzAccount), and the prerequisites explicitly require Azure PowerShell installation. There are no examples or guidance for using cross-platform tools such as Azure CLI, curl, or HTTP libraries in other languages. The only tool mentioned for interacting with Azure Storage is Azure Storage Explorer, which, while cross-platform, is presented in a way that assumes a GUI workflow. There is no mention of Linux or macOS command-line workflows, and no alternative shell or scripting examples are provided.
Recommendations
  • Provide equivalent examples using Azure CLI (az rest, az login, etc.), which is cross-platform and widely used on Linux/macOS.
  • Include REST API invocation examples using curl or HTTPie, which are available on all platforms.
  • Add notes or sections for Linux/macOS users, clarifying that PowerShell Core is available cross-platform, but also offering native shell alternatives.
  • Mention and demonstrate the use of platform-agnostic tools for authentication and resource management.
  • Reorganize the documentation to present cross-platform or platform-neutral approaches first, or at least in parallel with PowerShell.
  • Explicitly state that the steps can be performed from any OS, and provide guidance for users who may not have or want to use PowerShell.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean

Flagged Code Snippets

$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/datasets/InputDataset?api-version=${apiVersion}"

$body = @"
{  
    "name":"InputDataset",
    "properties":{  
        "linkedServiceName":{  
            "referenceName":"AzureStorageLinkedService",
            "type":"LinkedServiceReference"
        },
        "annotations":[  

        ],
        "type":"Binary",
        "typeProperties":{  
            "location":{  
                "type":"AzureBlobStorageLocation",
                "fileName":"emp.txt",
                "folderPath":"input",
                "container":"adftutorial"
            }
        }
    }
}
"@

$response =  Invoke-AzRestMethod  -Path ${path}  -Method PUT -Payload $body
$response  


$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/pipelines/Adfv2QuickStartPipeline?api-version=${apiVersion}"

$body = @"
{
    "name": "Adfv2QuickStartPipeline",
    "properties": {
        "activities": [
            {
                "name": "CopyFromBlobToBlob",
                "type": "Copy",
                "dependsOn": [],
                "policy": {
                    "timeout": "7.00:00:00",
                    "retry": 0,
                    "retryIntervalInSeconds": 30,
                    "secureOutput": false,
                    "secureInput": false
                },
                "userProperties": [],
                "typeProperties": {
                    "source": {
                        "type": "BinarySource",
                        "storeSettings": {
                            "type": "AzureBlobStorageReadSettings",
                            "recursive": true
                        }
                    },
                    "sink": {
                        "type": "BinarySink",
                        "storeSettings": {
                            "type": "AzureBlobStorageWriteSettings"
                        }
                    },
                    "enableStaging": false
                },
                "inputs": [
                    {
                        "referenceName": "InputDataset",
                        "type": "DatasetReference"
                    }
                ],
                "outputs": [
                    {
                        "referenceName": "OutputDataset",
                        "type": "DatasetReference"
                    }
                ]
            }
        ],
        "annotations": []
    }
}
"@
$response =  Invoke-AzRestMethod  -Path ${path}  -Method PUT -Payload $body
$response.content

$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/pipelines/Adfv2QuickStartPipeline/createRun?api-version=${apiVersion}"

$response =  Invoke-AzRestMethod  -Path ${path}  -Method POST 
$response.content 

($response.content | ConvertFrom-Json).runId


$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/datasets/ParamInputDataset?api-version=${apiVersion}"

$body = @"
{
    "name": "ParamInputDataset",
    "properties": {
        "linkedServiceName": {
            "referenceName": "AzureStorageLinkedService",
            "type": "LinkedServiceReference"
        },
        "parameters": {
            "strInputFileName": {
                "type": "string"
            }
        },
        "annotations": [],
        "type": "Binary",
        "typeProperties": {
            "location": {
                "type": "AzureBlobStorageLocation",
                "fileName": {
                    "value": "@dataset().strInputFileName",
                    "type": "Expression"
                },
                "folderPath": "input",
                "container": "adftutorial"
            }
        }
    },
    "type": "Microsoft.DataFactory/factories/datasets"
}
"@

$response =  Invoke-AzRestMethod  -Path ${path}  -Method PUT -Payload $body
$response.content



$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/datasets/ParamOutputDataset?api-version=${apiVersion}"
$body = @"
{
    "name": "ParamOutputDataset",
    "properties": {
        "linkedServiceName": {
            "referenceName": "AzureStorageLinkedService",
            "type": "LinkedServiceReference"
        },
        "parameters": {
            "strOutPutFileName": {
                "type": "string"
            }
        },
        "annotations": [],
        "type": "Binary",
        "typeProperties": {
            "location": {
                "type": "AzureBlobStorageLocation",
                "fileName": {
                    "value": "@dataset().strOutPutFileName",
                    "type": "Expression"
                },
                "folderPath": "output",
                "container": "adftutorial"
            }
        }
    },
    "type": "Microsoft.DataFactory/factories/datasets"
}

"@

$response =  Invoke-AzRestMethod  -Path ${path}  -Method PUT -Payload $body
$response.content


$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/pipelines/Adfv2QuickStartParamPipeline?api-version=${apiVersion}"

$body = @"
{
    "name": "Adfv2QuickStartParamPipeline",
    "properties": {
        "activities": [
            {
                "name": "CopyFromBlobToBlob",
                "type": "Copy",
                "dependsOn": [],
                "policy": {
                    "timeout": "7.00:00:00",
                    "retry": 0,
                    "retryIntervalInSeconds": 30,
                    "secureOutput": false,
                    "secureInput": false
                },
                "userProperties": [],
                "typeProperties": {
                    "source": {
                        "type": "BinarySource",
                        "storeSettings": {
                            "type": "AzureBlobStorageReadSettings",
                            "recursive": true
                        }
                    },
                    "sink": {
                        "type": "BinarySink",
                        "storeSettings": {
                            "type": "AzureBlobStorageWriteSettings"
                        }
                    },
                    "enableStaging": false
                },
                "inputs": [
                    {
                        "referenceName": "ParamInputDataset",
                        "type": "DatasetReference",
                        "parameters": {
                            "strInputFileName": {
                                "value": "@pipeline().parameters.strParamInputFileName",
                                "type": "Expression"
                            }
                        }
                    }
                ],
                "outputs": [
                    {
                        "referenceName": "ParamOutputDataset",
                        "type": "DatasetReference",
                        "parameters": {
                            "strOutPutFileName": {
                                "value": "@pipeline().parameters.strParamOutputFileName",
                                "type": "Expression"
                            }
                        }
                    }
                ]
            }
        ],   

        "parameters": {
            "strParamInputFileName": {
              "type": "String"
            },
            "strParamOutputFileName": {
              "type": "String"
            }
          }
    }
}
"@

$response =  Invoke-AzRestMethod  -Path ${path}  -Method PUT -Payload $body
$response.content



$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/pipelines/Adfv2QuickStartParamPipeline/createRun?api-version=${apiVersion}"

$body = @"
{  
        "strParamInputFileName": "emp2.txt",
        "strParamOutputFileName": "aloha.txt"
}
"@

$response =  Invoke-AzRestMethod  -Path ${path}  -Method POST -Payload $body
$response.content
$runId  = ($response.content | ConvertFrom-Json).runId


         $path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/pipelineruns/${runId}/queryActivityruns?api-version=${apiVersion}"
        
        
        while ($True) {
        
            $response =  Invoke-AzRestMethod  -Path ${path}  -Method POST 
            $responseContent = $response.content | ConvertFrom-Json
            $responseContentValue = $responseContent.value
        
            Write-Host  "Activity run status: " $responseContentValue.Status -foregroundcolor "Yellow"
        
            if ( ($responseContentValue.Status -eq "InProgress") -or ($responseContentValue.Status -eq "Queued") -or ($responseContentValue.Status -eq "In Progress") ) {
                Start-Sleep -Seconds 10
            }
            else {
                $responseContentValue | ConvertTo-Json
                break
            }
        }
    
Remove-AzResourceGroup -ResourceGroupName $resourcegroupname

Remove-AzDataFactoryV2 -Name "<NameOfYourDataFactory>" -ResourceGroupName "<NameOfResourceGroup>"

    Connect-AzAccount
    
    Get-AzSubscription
    
    $tenantID = "<your tenant ID>"
    $appId = "<your application ID>"
    $clientSecrets = "<your clientSecrets for the application>"
    $subscriptionId = "<your subscription ID to create the factory>"
    $resourceGroupName = "<your resource group to create the factory>"
    $factoryName = "<specify the name of data factory to create. It must be globally unique.>"
    $apiVersion = "2018-06-01"
    
$credentials = Get-Credential -UserName $appId
Connect-AzAccount -ServicePrincipal  -Credential $credentials -Tenant $tenantID

$body = @"
{
    "location": "East US",
    "properties": {},
    "identity": {
        "type": "SystemAssigned"
    }
}
"@

$response =   Invoke-AzRestMethod -SubscriptionId ${subscriptionId}  -ResourceGroupName ${resourceGroupName} -ResourceProviderName  Microsoft.DataFactory -ResourceType "factories" -Name  ${factoryName} -ApiVersion ${apiVersion} -Method PUT -Payload ${body}
$response.Content  


$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/linkedservices/AzureStorageLinkedService?api-version=${apiVersion}"

$body = @"
{  
    "name":"AzureStorageLinkedService",
    "properties":{  
        "annotations":[  

        ],
        "type":"AzureBlobStorage",
        "typeProperties":{  
            "connectionString":"DefaultEndpointsProtocol=https;AccountName=<accountName>;AccountKey=<accountKey>"
        }
    }
}
"@
$response =  Invoke-AzRestMethod  -Path ${path}  -Method PUT -Payload $body
$response.content

$path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/datasets/OutputDataset?api-version=${apiVersion}"

$body = @"
{  
    "name":"OutputDataset",
    "properties":{  
        "linkedServiceName":{  
            "referenceName":"AzureStorageLinkedService",
            "type":"LinkedServiceReference"
        },
        "annotations":[  

        ],
        "type":"Binary",
        "typeProperties":{  
            "location":{  
                "type":"AzureBlobStorageLocation",
                "folderPath":"output",
                "container":"adftutorial"
            }
        }
    }
}
"@

$response =  Invoke-AzRestMethod  -Path ${path}  -Method PUT -Payload $body
$response.content

        $path = "/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/pipelineruns/${runId}?api-version=${apiVersion}"
        
        
        while ($True) {
        
            $response =  Invoke-AzRestMethod  -Path ${path}  -Method GET 
            $response = $response.content | ConvertFrom-Json
        
            Write-Host  "Pipeline run status: " $response.Status -foregroundcolor "Yellow"
        
            if ( ($response.Status -eq "InProgress") -or ($response.Status -eq "Queued") -or ($response.Status -eq "In Progress") ) {
                Start-Sleep -Seconds 10
            }
            else {
                $response | ConvertTo-Json
                break
            }
        }