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Membuat runtime integrasi Azure-SSIS melalui Azure PowerShell

BERLAKU UNTUK: Azure Data Factory Azure Synapse Analytics

Tip

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Artikel ini memperlihatkan cara membuat runtime integrasi (IR) Azure-SQL Server Integration Services (SSIS) di Azure Data Factory (ADF) melalui Azure PowerShell.

Catatan

Untuk Azure-SSIS IR di Azure Synapse Analytics, ganti dengan antarmuka PowerShell Azure Synapse Analytics yang sesuai: Set-AzSynapseIntegrationRuntime (Az.Synapse), Start-AzSynapseIntegrationRuntime dan Stop-AzSynapseIntegrationRuntime .

Membuat variabel

Salin dan tempel skrip berikut ini. Tentukan nilai untuk variabel.

### Azure Data Factory info
# If your input contains a PSH special character like "$", precede it with the escape character "`" - for example, "`$"
$SubscriptionName = "[your Azure subscription name]"
$ResourceGroupName = "[your Azure resource group name]"
# Data factory name - must be globally unique
$DataFactoryName = "[your data factory name]"
# For supported regions, see https://azure.microsoft.com/global-infrastructure/services/?products=data-factory&regions=all
$DataFactoryLocation = "EastUS"

### Azure-SSIS integration runtime info - This is a Data Factory compute resource for running SSIS packages.
$AzureSSISName = "[your Azure-SSIS IR name]"
$AzureSSISDescription = "[your Azure-SSIS IR description]"
# For supported regions, see https://azure.microsoft.com/global-infrastructure/services/?products=data-factory&regions=all
$AzureSSISLocation = "EastUS"
# For supported node sizes, see https://azure.microsoft.com/pricing/details/data-factory/ssis/
$AzureSSISNodeSize = "Standard_D8_v3"
# 1-10 nodes are currently supported
$AzureSSISNodeNumber = 2
# Azure-SSIS IR edition/license info: Standard or Enterprise
$AzureSSISEdition = "Standard" # Standard by default, whereas Enterprise lets you use advanced features on your Azure-SSIS IR
# Azure-SSIS IR hybrid usage info: LicenseIncluded or BasePrice
$AzureSSISLicenseType = "LicenseIncluded" # LicenseIncluded by default, whereas BasePrice lets you bring your own on-premises SQL Server license with Software Assurance to earn cost savings from Azure Hybrid Benefit option
# For a Standard_D1_v2 node, up to 4 parallel executions per node are supported. For other nodes, up to (2 x number of cores) are currently supported.
$AzureSSISMaxParallelExecutionsPerNode = 8
# Custom setup info: Standard/express custom setups
$SetupScriptContainerSasUri = "" # OPTIONAL to provide a SAS URI of blob container for standard custom setup where your script and its associated files are stored
$ExpressCustomSetup = "[RunCmdkey|SetEnvironmentVariable|InstallAzurePowerShell|SentryOne.TaskFactory|oh22is.SQLPhonetics.NET|oh22is.HEDDA.IO|KingswaySoft.IntegrationToolkit|KingswaySoft.ProductivityPack|Theobald.XtractIS|AecorSoft.IntegrationService|CData.Standard|CData.Extended or leave it empty]" # OPTIONAL to configure an express custom setup without script
# Virtual network info: Azure Resource Manager or Classic
$VnetId = "[your virtual network resource ID or leave it empty]" # REQUIRED if you use Azure SQL Database server configured with a private endpoint/IP firewall rule/virtual network service endpoint or Azure SQL Managed Instance that joins a virtual network to host SSISDB, or if you require access to on-premises data without configuring a self-hosted IR. We recommend Azure Resource Manager virtual network, because classic virtual network will be deprecated soon.
$SubnetName = "[your subnet name or leave it empty]" # WARNING: Use the same subnet as the one used for Azure SQL Database server configured with a virtual network service endpoint or a different subnet from the one used for Azure SQL Managed Instance that joins a virtual network
$SubnetId = $VnetId + '/subnets/' + $SubnetName 
# Virtual network injection method: Standard or Express. For comparison, see https://learn.microsoft.com/azure/data-factory/azure-ssis-integration-runtime-virtual-network-configuration.
$VnetInjectionMethod = "Standard" # Standard by default, whereas Express lets you use the express virtual network injection method
# Public IP address info: OPTIONAL to provide two standard static public IP addresses with DNS name under the same subscription and in the same region as your virtual network
$FirstPublicIP = "[your first public IP address resource ID or leave it empty]"
$SecondPublicIP = "[your second public IP address resource ID or leave it empty]"

### SSISDB info
$SSISDBServerEndpoint = "[your Azure SQL Database server name.database.windows.net or managed instance name.DNS prefix.database.windows.net or managed instance name.public.DNS prefix.database.windows.net,3342 or leave it empty if you do not use SSISDB]" # WARNING: If you use SSISDB, ensure that there's no existing SSISDB on your database server, so we can prepare and manage one on your behalf
# Authentication info: SQL or Azure AD
$SSISDBServerAdminUserName = "[your server admin username for SQL authentication or leave it empty for Azure AD authentication]"
$SSISDBServerAdminPassword = "[your server admin password for SQL authentication or leave it empty for Azure AD authentication]"
# For the basic pricing tier, specify "Basic," not "B." For standard, premium, and elastic pool tiers, specify "S0," "S1," "S2," "S3," etc. See https://learn.microsoft.com/azure/sql-database/sql-database-resource-limits-database-server.
$SSISDBPricingTier = "[Basic|S0|S1|S2|S3|S4|S6|S7|S9|S12|P1|P2|P4|P6|P11|P15|…|ELASTIC_POOL(name = <elastic_pool_name>) for Azure SQL Database server or leave it empty for managed instance]"

### Self-hosted integration runtime info - This can be configured as a proxy for on-premises data access 
$DataProxyIntegrationRuntimeName = "" # OPTIONAL to configure a proxy for on-premises data access 
$DataProxyStagingLinkedServiceName = "" # OPTIONAL to configure a proxy for on-premises data access 
$DataProxyStagingPath = "" # OPTIONAL to configure a proxy for on-premises data access 

Masuk dan memilih langganan Anda

Tambahkan skrip berikut untuk masuk dan memilih langganan Azure Anda.

Connect-AzAccount
Select-AzSubscription -SubscriptionName $SubscriptionName

Memvalidasi koneksi ke server database

Tambahkan skrip berikut untuk memvalidasi server Azure SQL Database atau instans terkelola Anda.

# Validate only if you use SSISDB and you don't use virtual network or Azure AD authentication
if(![string]::IsNullOrEmpty($SSISDBServerEndpoint))
{
    if([string]::IsNullOrEmpty($VnetId) -and [string]::IsNullOrEmpty($SubnetName))
    {
        if(![string]::IsNullOrEmpty($SSISDBServerAdminUserName) -and ![string]::IsNullOrEmpty($SSISDBServerAdminPassword))
        {
            $SSISDBConnectionString = "Data Source=" + $SSISDBServerEndpoint + ";User ID=" + $SSISDBServerAdminUserName + ";Password=" + $SSISDBServerAdminPassword
            $sqlConnection = New-Object System.Data.SqlClient.SqlConnection $SSISDBConnectionString;
            Try
            {
                $sqlConnection.Open();
            }
            Catch [System.Data.SqlClient.SqlException]
            {
                Write-Warning "Cannot connect to your Azure SQL Database server, exception: $_";
                Write-Warning "Please make sure the server you specified has already been created. Do you want to proceed? [Y/N]"
                $yn = Read-Host
                if(!($yn -ieq "Y"))
                {
                    Return;
                }
            }
        }
    }
}

Mengonfigurasikan jaringan virtual

Tambahkan skrip berikut untuk mengonfigurasikan izin dan pengaturan jaringan virtual secara otomatis agar runtime integrasi Azure-SSIS Anda bergabung.

# Make sure to run this script against the subscription to which the virtual network belongs
if(![string]::IsNullOrEmpty($VnetId) -and ![string]::IsNullOrEmpty($SubnetName))
{
    # Register to the Azure Batch resource provider
    $BatchApplicationId = "ddbf3205-c6bd-46ae-8127-60eb93363864"
    $BatchObjectId = (Get-AzADServicePrincipal -ServicePrincipalName $BatchApplicationId).Id
    Register-AzResourceProvider -ProviderNamespace Microsoft.Batch
    while(!(Get-AzResourceProvider -ProviderNamespace "Microsoft.Batch").RegistrationState.Contains("Registered"))
    {
    Start-Sleep -s 10
    }
    if($VnetId -match "/providers/Microsoft.ClassicNetwork/")
    {
        # Assign the VM contributor role to Microsoft.Batch
        New-AzRoleAssignment -ObjectId $BatchObjectId -RoleDefinitionName "Classic Virtual Machine Contributor" -Scope $VnetId
    }
}

Buat grup sumber daya

Buat grup sumber daya Azure dengan perintah New-AzResourceGroup. Grup sumber daya adalah kontainer logis tempat sumber daya Azure disebar dan dikelola sebagai grup.

Jika grup sumber daya Anda sudah ada, jangan salin kode ini ke skrip Anda.

New-AzResourceGroup -Location $DataFactoryLocation -Name $ResourceGroupName

Membuat pabrik data

Jalankan perintah berikut untuk membuat pabrik data.

Set-AzDataFactoryV2 -ResourceGroupName $ResourceGroupName `
    -Location $DataFactoryLocation `
    -Name $DataFactoryName

Membuat runtime integrasi

Jalankan perintah berikut untuk membuat runtime integrasi Azure-SSIS yang menjalankan paket SSIS di Azure.

Jika Anda tidak menggunakan SSISDB, Anda dapat menghilangkan parameter CatalogServerEndpoint, CatalogPricingTier, dan CatalogAdminCredential.

Jika Anda tidak menggunakan server Azure SQL Database dengan aturan firewall IP/titik akhir layanan jaringan virtual atau instans terkelola dengan titik akhir privat untuk menghosting SSISDB, atau memerlukan akses ke data lokal, Anda dapat menghilangkan parameter VNetId dan Subnet atau meneruskan nilai kosong untuknya. Anda juga dapat menghilangkannya jika mengonfigurasi IR yang dihost sendiri sebagai proksi untuk runtime integrasi Azure-SSIS Anda untuk mengakses data lokal. Jika tidak, Anda tidak dapat menghilangkannya dan harus meneruskan nilai yang valid dari konfigurasi jaringan virtual Anda. Untuk informasi selengkapnya, lihat Menggabungkan runtime integrasi Azure-SSIS dengan jaringan virtual.

Jika Anda menggunakan instans terkelola untuk menghosting SSISDB, Anda dapat menghilangkan parameter CatalogPricingTier atau meneruskan nilai kosong untuknya. Jika tidak, Anda tidak dapat menghilangkannya dan harus meneruskan nilai yang valid dari daftar tingkat harga yang didukung untuk Azure SQL Database. Untuk informasi selengkapnya, lihat batas sumber daya SQL Database.

Jika Anda menggunakan autentikasi Microsoft Entra dengan identitas terkelola yang ditetapkan sistem/pengguna yang ditentukan untuk pabrik data Anda untuk menyambungkan ke server database, Anda dapat menghilangkan CatalogAdminCredential parameter. Tetapi Anda harus menambahkan identitas terkelola yang ditetapkan sistem/pengguna yang ditentukan untuk pabrik data Anda ke dalam grup Microsoft Entra dengan izin akses ke server database. Untuk informasi selengkapnya, lihat Mengaktifkan autentikasi Microsoft Entra untuk runtime integrasi Azure-SSIS. Jika tidak, Anda tidak dapat menghilangkannya dan harus meneruskan objek valid yang dibentuk dari nama pengguna dan kata sandi admin server Anda untuk autentikasi SQL.

Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
    -DataFactoryName $DataFactoryName `
    -Name $AzureSSISName `
    -Description $AzureSSISDescription `
    -Type Managed `
    -Location $AzureSSISLocation `
    -NodeSize $AzureSSISNodeSize `
    -NodeCount $AzureSSISNodeNumber `
    -Edition $AzureSSISEdition `
    -LicenseType $AzureSSISLicenseType `
    -MaxParallelExecutionsPerNode $AzureSSISMaxParallelExecutionsPerNode `
    -SubnetId $SubnetId `
    -VNetInjectionMethod $VnetInjectionMethod
	   
# Add the CatalogServerEndpoint, CatalogPricingTier, and CatalogAdminCredential parameters if you use SSISDB
if(![string]::IsNullOrEmpty($SSISDBServerEndpoint))
{
    Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
        -DataFactoryName $DataFactoryName `
        -Name $AzureSSISName `
        -CatalogServerEndpoint $SSISDBServerEndpoint `
        -CatalogPricingTier $SSISDBPricingTier

    if(![string]::IsNullOrEmpty($SSISDBServerAdminUserName) -and ![string]::IsNullOrEmpty($SSISDBServerAdminPassword)) # Add the CatalogAdminCredential parameter if you don't use Azure AD authentication
    {
        $secpasswd = ConvertTo-SecureString $SSISDBServerAdminPassword -AsPlainText -Force
        $serverCreds = New-Object System.Management.Automation.PSCredential($SSISDBServerAdminUserName, $secpasswd)

        Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
            -DataFactoryName $DataFactoryName `
            -Name $AzureSSISName `
            -CatalogAdminCredential $serverCreds
    }
}

# Add custom setup parameters if you use standard/express custom setups
if(![string]::IsNullOrEmpty($SetupScriptContainerSasUri))
{
    Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
        -DataFactoryName $DataFactoryName `
        -Name $AzureSSISName `
        -SetupScriptContainerSasUri $SetupScriptContainerSasUri
}
if(![string]::IsNullOrEmpty($ExpressCustomSetup))
{
    if($ExpressCustomSetup -eq "RunCmdkey")
    {
        $addCmdkeyArgument = "YourFileShareServerName or YourAzureStorageAccountName.file.core.windows.net"
        $userCmdkeyArgument = "YourDomainName\YourUsername or azure\YourAzureStorageAccountName"
        $passCmdkeyArgument = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourPassword or YourAccessKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.CmdkeySetup($addCmdkeyArgument, $userCmdkeyArgument, $passCmdkeyArgument)
    }
    if($ExpressCustomSetup -eq "SetEnvironmentVariable")
    {
        $variableName = "YourVariableName"
        $variableValue = "YourVariableValue"
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.EnvironmentVariableSetup($variableName, $variableValue)
    }
    if($ExpressCustomSetup -eq "InstallAzurePowerShell")
    {
        $moduleVersion = "YourAzModuleVersion"
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.AzPowerShellSetup($moduleVersion)
    }
    if($ExpressCustomSetup -eq "SentryOne.TaskFactory")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "oh22is.SQLPhonetics.NET")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "oh22is.HEDDA.IO")
    {
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup)
    }
    if($ExpressCustomSetup -eq "KingswaySoft.IntegrationToolkit")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "KingswaySoft.ProductivityPack")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }    
    if($ExpressCustomSetup -eq "Theobald.XtractIS")
    {
        $jsonData = Get-Content -Raw -Path YourLicenseFile.json
        $jsonData = $jsonData -replace '\s',''
        $jsonData = $jsonData.replace('"','\"')
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString($jsonData)
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "AecorSoft.IntegrationService")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "CData.Standard")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "CData.Extended")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }    
    # Create an array of one or more express custom setups
    $setups = New-Object System.Collections.ArrayList
    $setups.Add($setup)

    Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
        -DataFactoryName $DataFactoryName `
        -Name $AzureSSISName `
        -ExpressCustomSetup $setups
}

# Add self-hosted integration runtime parameters if you configure a proxy for on-premises data access
if(![string]::IsNullOrEmpty($DataProxyIntegrationRuntimeName) -and ![string]::IsNullOrEmpty($DataProxyStagingLinkedServiceName))
{
    Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
        -DataFactoryName $DataFactoryName `
        -Name $AzureSSISName `
        -DataProxyIntegrationRuntimeName $DataProxyIntegrationRuntimeName `
        -DataProxyStagingLinkedServiceName $DataProxyStagingLinkedServiceName

    if(![string]::IsNullOrEmpty($DataProxyStagingPath))
    {
        Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
            -DataFactoryName $DataFactoryName `
            -Name $AzureSSISName `
            -DataProxyStagingPath $DataProxyStagingPath
    }
}

# Add public IP address parameters if you use the standard virtual network injection method and bring your own static public IP addresses
if($VnetInjectionMethod -eq "Standard")
{
    if(![string]::IsNullOrEmpty($FirstPublicIP) -and ![string]::IsNullOrEmpty($SecondPublicIP))
    {
        $publicIPs = @($FirstPublicIP, $SecondPublicIP)
        Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
            -DataFactoryName $DataFactoryName `
            -Name $AzureSSISName `
            -PublicIPs $publicIPs
    }
}

Memulai runtime integrasi

Jalankan perintah berikut untuk memulai runtime integrasi Azure-SSIS.

write-host("##### Starting #####")
Start-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
    -DataFactoryName $DataFactoryName `
    -Name $AzureSSISName `
    -Force

write-host("##### Completed #####")
write-host("If any cmdlet is unsuccessful, please consider using -Debug option for diagnostics.")

Catatan

Tidak termasuk waktu pengaturan kustom, proses ini harus selesai dalam waktu 5 menit. Tetapi mungkin perlu waktu 20-30 menit agar IR Azure-SSIS bergabung dengan jaringan virtual menggunakan metode injeksi standar.

Jika Anda menggunakan SSISDB, layanan Data Factory akan terhubung ke server database Anda untuk menyiapkan SSISDB. Ini juga mengonfigurasikan izin dan pengaturan untuk jaringan virtual Anda, jika ditentukan, dan menggabungkan runtime integrasi Azure-SSIS Anda ke jaringan virtual.

Saat Anda menyediakan runtime integrasi Azure-SSIS, Access Redistributable dan Azure Feature Pack untuk SSIS juga dipasang. Komponen ini menyediakan konektivitas ke file Excel, file Access, dan berbagai sumber data Azure, selain sumber data yang sudah didukung komponen bawaan. Untuk informasi selengkapnya tentang komponen bawaan/yang sudah diinstal sebelumnya, lihat Komponen bawaan/yang sudah diinstal sebelumnya di Runtime integrasi Azure-SSIS. Untuk informasi selengkapnya tentang komponen tambahan yang dapat Anda instal, lihat Penyiapan kustom untuk runtime integrasi Azure-SSIS.

Skrip lengkap

Berikut adalah skrip lengkap yang membuat runtime integrasi Azure-SSIS.

### Azure Data Factory info
# If your input contains a PSH special character like "$", precede it with the escape character "`" - for example, "`$"
$SubscriptionName = "[your Azure subscription name]"
$ResourceGroupName = "[your Azure resource group name]"
# Data factory name - must be globally unique
$DataFactoryName = "[your data factory name]"
# For supported regions, see https://azure.microsoft.com/global-infrastructure/services/?products=data-factory&regions=all
$DataFactoryLocation = "EastUS"

### Azure-SSIS integration runtime info - This is a Data Factory compute resource for running SSIS packages.
$AzureSSISName = "[your Azure-SSIS IR name]"
$AzureSSISDescription = "[your Azure-SSIS IR description]"
# For supported regions, see https://azure.microsoft.com/global-infrastructure/services/?products=data-factory&regions=all
$AzureSSISLocation = "EastUS"
# For supported node sizes, see https://azure.microsoft.com/pricing/details/data-factory/ssis/
$AzureSSISNodeSize = "Standard_D8_v3"
# 1-10 nodes are currently supported
$AzureSSISNodeNumber = 2
# Azure-SSIS IR edition/license info: Standard or Enterprise
$AzureSSISEdition = "Standard" # Standard by default, whereas Enterprise lets you use advanced features on your Azure-SSIS IR
# Azure-SSIS IR hybrid usage info: LicenseIncluded or BasePrice
$AzureSSISLicenseType = "LicenseIncluded" # LicenseIncluded by default, whereas BasePrice lets you bring your own on-premises SQL Server license with Software Assurance to earn cost savings from the Azure Hybrid Benefit option
# For a Standard_D1_v2 node, up to four parallel executions per node are supported. For other nodes, up to (2 x number of cores) are currently supported.
$AzureSSISMaxParallelExecutionsPerNode = 8
# Custom setup info: Standard/express custom setups
$SetupScriptContainerSasUri = "" # OPTIONAL to provide a SAS URI of blob container for standard custom setup where your script and its associated files are stored
$ExpressCustomSetup = "[RunCmdkey|SetEnvironmentVariable|InstallAzurePowerShell|SentryOne.TaskFactory|oh22is.SQLPhonetics.NET|oh22is.HEDDA.IO|KingswaySoft.IntegrationToolkit|KingswaySoft.ProductivityPack|Theobald.XtractIS|AecorSoft.IntegrationService|CData.Standard|CData.Extended or leave it empty]" # OPTIONAL to configure an express custom setup without script
# Virtual network info: Azure Resource Manager or Classic
$VnetId = "[your virtual network resource ID or leave it empty]" # REQUIRED if you use Azure SQL Database server configured with a private endpoint/IP firewall rule/virtual network service endpoint or Azure SQL Managed Instance that joins a virtual network to host SSISDB, or if you require access to on-premises data without configuring a self-hosted IR. We recommend Azure Resource Manager virtual network, because classic virtual network will be deprecated soon.
$SubnetName = "[your subnet name or leave it empty]" # WARNING: Use the same subnet as the one used for Azure SQL Database server configured with a virtual network service endpoint or a different subnet from the one used for Azure SQL Managed Instance that joins a virtual network
$SubnetId = $VnetId + '/subnets/' + $SubnetName 
# Virtual network injection method: Standard or Express. For comparison, see https://learn.microsoft.com/azure/data-factory/azure-ssis-integration-runtime-virtual-network-configuration.
$VnetInjectionMethod = "Standard" # Standard by default, whereas Express lets you use the express virtual network injection method
# Public IP address info: OPTIONAL to provide two standard static public IP addresses with DNS name under the same subscription and in the same region as your virtual network
$FirstPublicIP = "[your first public IP address resource ID or leave it empty]"
$SecondPublicIP = "[your second public IP address resource ID or leave it empty]"

### SSISDB info
$SSISDBServerEndpoint = "[your Azure SQL Database server name.database.windows.net or managed instance name.DNS prefix.database.windows.net or managed instance name.public.DNS prefix.database.windows.net,3342 or leave it empty if you do not use SSISDB]" # WARNING: If you use SSISDB, ensure that there's no existing SSISDB on your database server, so we can prepare and manage one on your behalf
# Authentication info: SQL or Azure AD
$SSISDBServerAdminUserName = "[your server admin username for SQL authentication or leave it empty for Azure AD authentication]"
$SSISDBServerAdminPassword = "[your server admin password for SQL authentication or leave it empty for Azure AD authentication]"
# For the basic pricing tier, specify "Basic," not "B." For standard, premium, and elastic pool tiers, specify "S0," "S1," "S2," "S3," etc. See https://learn.microsoft.com/azure/sql-database/sql-database-resource-limits-database-server.
$SSISDBPricingTier = "[Basic|S0|S1|S2|S3|S4|S6|S7|S9|S12|P1|P2|P4|P6|P11|P15|…|ELASTIC_POOL(name = <elastic_pool_name>) for Azure SQL Database server or leave it empty for managed instance]"

### Self-hosted integration runtime info - This can be configured as a proxy for on-premises data access 
$DataProxyIntegrationRuntimeName = "" # OPTIONAL to configure a proxy for on-premises data access 
$DataProxyStagingLinkedServiceName = "" # OPTIONAL to configure a proxy for on-premises data access 
$DataProxyStagingPath = "" # OPTIONAL to configure a proxy for on-premises data access 

### Sign in and select a subscription
Connect-AzAccount
Select-AzSubscription -SubscriptionName $SubscriptionName

### Validate the connection to the database server
# Validate only if you use SSISDB and don't use a virtual network or Azure AD authentication
if(![string]::IsNullOrEmpty($SSISDBServerEndpoint))
{
    if([string]::IsNullOrEmpty($VnetId) -and [string]::IsNullOrEmpty($SubnetName))
    {
        if(![string]::IsNullOrEmpty($SSISDBServerAdminUserName) -and ![string]::IsNullOrEmpty($SSISDBServerAdminPassword))
        {
            $SSISDBConnectionString = "Data Source=" + $SSISDBServerEndpoint + ";User ID=" + $SSISDBServerAdminUserName + ";Password=" + $SSISDBServerAdminPassword
            $sqlConnection = New-Object System.Data.SqlClient.SqlConnection $SSISDBConnectionString;
            Try
            {
                $sqlConnection.Open();
            }
            Catch [System.Data.SqlClient.SqlException]
            {
                Write-Warning "Cannot connect to your Azure SQL Database server, exception: $_";
                Write-Warning "Please make sure the server you specified has already been created. Do you want to proceed? [Y/N]"
                $yn = Read-Host
                if(!($yn -ieq "Y"))
                {
                    Return;
                }
            }
        }
    }
}

### Configure a virtual network
# Make sure to run this script against the subscription to which the virtual network belongs
if(![string]::IsNullOrEmpty($VnetId) -and ![string]::IsNullOrEmpty($SubnetName))
{
    # Register to the Azure Batch resource provider
    $BatchApplicationId = "ddbf3205-c6bd-46ae-8127-60eb93363864"
    $BatchObjectId = (Get-AzADServicePrincipal -ServicePrincipalName $BatchApplicationId).Id
    Register-AzResourceProvider -ProviderNamespace Microsoft.Batch
    while(!(Get-AzResourceProvider -ProviderNamespace "Microsoft.Batch").RegistrationState.Contains("Registered"))
    {
    Start-Sleep -s 10
    }
    if($VnetId -match "/providers/Microsoft.ClassicNetwork/")
    {
        # Assign the VM contributor role to Microsoft.Batch
        New-AzRoleAssignment -ObjectId $BatchObjectId -RoleDefinitionName "Classic Virtual Machine Contributor" -Scope $VnetId
    }
}

### Create a data factory
Set-AzDataFactoryV2 -ResourceGroupName $ResourceGroupName `
    -Location $DataFactoryLocation `
    -Name $DataFactoryName

### Create an integration runtime
Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
    -DataFactoryName $DataFactoryName `
    -Name $AzureSSISName `
    -Description $AzureSSISDescription `
    -Type Managed `
    -Location $AzureSSISLocation `
    -NodeSize $AzureSSISNodeSize `
    -NodeCount $AzureSSISNodeNumber `
    -Edition $AzureSSISEdition `
    -LicenseType $AzureSSISLicenseType `
    -MaxParallelExecutionsPerNode $AzureSSISMaxParallelExecutionsPerNode `
    -SubnetId $SubnetId `
    -VNetInjectionMethod $VnetInjectionMethod
	   
# Add CatalogServerEndpoint, CatalogPricingTier, and CatalogAdminCredential parameters if you use SSISDB
if(![string]::IsNullOrEmpty($SSISDBServerEndpoint))
{
    Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
        -DataFactoryName $DataFactoryName `
        -Name $AzureSSISName `
        -CatalogServerEndpoint $SSISDBServerEndpoint `
        -CatalogPricingTier $SSISDBPricingTier

    if(![string]::IsNullOrEmpty($SSISDBServerAdminUserName) -and ![string]::IsNullOrEmpty($SSISDBServerAdminPassword)) # Add the CatalogAdminCredential parameter if you don't use Azure AD authentication
    {
        $secpasswd = ConvertTo-SecureString $SSISDBServerAdminPassword -AsPlainText -Force
        $serverCreds = New-Object System.Management.Automation.PSCredential($SSISDBServerAdminUserName, $secpasswd)

        Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
            -DataFactoryName $DataFactoryName `
            -Name $AzureSSISName `
            -CatalogAdminCredential $serverCreds
    }
}

# Add custom setup parameters if you use standard/express custom setups
if(![string]::IsNullOrEmpty($SetupScriptContainerSasUri))
{
    Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
        -DataFactoryName $DataFactoryName `
        -Name $AzureSSISName `
        -SetupScriptContainerSasUri $SetupScriptContainerSasUri
}
if(![string]::IsNullOrEmpty($ExpressCustomSetup))
{
    if($ExpressCustomSetup -eq "RunCmdkey")
    {
        $addCmdkeyArgument = "YourFileShareServerName or YourAzureStorageAccountName.file.core.windows.net"
        $userCmdkeyArgument = "YourDomainName\YourUsername or azure\YourAzureStorageAccountName"
        $passCmdkeyArgument = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourPassword or YourAccessKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.CmdkeySetup($addCmdkeyArgument, $userCmdkeyArgument, $passCmdkeyArgument)
    }
    if($ExpressCustomSetup -eq "SetEnvironmentVariable")
    {
        $variableName = "YourVariableName"
        $variableValue = "YourVariableValue"
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.EnvironmentVariableSetup($variableName, $variableValue)
    }
    if($ExpressCustomSetup -eq "InstallAzurePowerShell")
    {
        $moduleVersion = "YourAzModuleVersion"
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.AzPowerShellSetup($moduleVersion)
    }
    if($ExpressCustomSetup -eq "SentryOne.TaskFactory")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "oh22is.SQLPhonetics.NET")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "oh22is.HEDDA.IO")
    {
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup)
    }
    if($ExpressCustomSetup -eq "KingswaySoft.IntegrationToolkit")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "KingswaySoft.ProductivityPack")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }    
    if($ExpressCustomSetup -eq "Theobald.XtractIS")
    {
        $jsonData = Get-Content -Raw -Path YourLicenseFile.json
        $jsonData = $jsonData -replace '\s',''
        $jsonData = $jsonData.replace('"','\"')
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString($jsonData)
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "AecorSoft.IntegrationService")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "CData.Standard")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    if($ExpressCustomSetup -eq "CData.Extended")
    {
        $licenseKey = New-Object Microsoft.Azure.Management.DataFactory.Models.SecureString("YourLicenseKey")
        $setup = New-Object Microsoft.Azure.Management.DataFactory.Models.ComponentSetup($ExpressCustomSetup, $licenseKey)
    }
    # Create an array of one or more express custom setups
    $setups = New-Object System.Collections.ArrayList
    $setups.Add($setup)

    Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
        -DataFactoryName $DataFactoryName `
        -Name $AzureSSISName `
        -ExpressCustomSetup $setups
}

# Add self-hosted integration runtime parameters if you configure a proxy for on-premises data access
if(![string]::IsNullOrEmpty($DataProxyIntegrationRuntimeName) -and ![string]::IsNullOrEmpty($DataProxyStagingLinkedServiceName))
{
    Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
        -DataFactoryName $DataFactoryName `
        -Name $AzureSSISName `
        -DataProxyIntegrationRuntimeName $DataProxyIntegrationRuntimeName `
        -DataProxyStagingLinkedServiceName $DataProxyStagingLinkedServiceName

    if(![string]::IsNullOrEmpty($DataProxyStagingPath))
    {
        Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
            -DataFactoryName $DataFactoryName `
            -Name $AzureSSISName `
            -DataProxyStagingPath $DataProxyStagingPath
    }
}

# Add public IP address parameters if you use the standard virtual network injection method and bring your own static public IP addresses
if($VnetInjectionMethod -eq "Standard")
{
    if(![string]::IsNullOrEmpty($FirstPublicIP) -and ![string]::IsNullOrEmpty($SecondPublicIP))
    {
        $publicIPs = @($FirstPublicIP, $SecondPublicIP)
        Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
            -DataFactoryName $DataFactoryName `
            -Name $AzureSSISName `
            -PublicIPs $publicIPs
    }
}

### Start the integration runtime
write-host("##### Starting #####")
Start-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
    -DataFactoryName $DataFactoryName `
    -Name $AzureSSISName `
    -Force

write-host("##### Completed #####")
write-host("If any cmdlet is unsuccessful, please consider using -Debug option for diagnostics.")

Untuk informasi selengkapnya tentang IR Azure-SSIS, lihat artikel berikut ini: