Use Azure Blob storage Shared Access Signatures to restrict access to data in HDInsight

Članak
06/15/2024

HDInsight has full access to data in the Azure Blob storage accounts associated with the cluster. You can use Shared Access Signatures on the blob container to restrict access to the data. Shared Access Signatures (SAS) are a feature of Azure Blob storage accounts that allows you to limit access to data. For example, providing read-only access to data.

Important

For a solution using Apache Ranger, consider using domain-joined HDInsight. For more information, see the Configure domain-joined HDInsight document.

Warning

HDInsight must have full access to the default storage for the cluster.

Prerequisites

An SSH client. For more information, see Connect to HDInsight (Apache Hadoop) using SSH.
An existing storage container.
If using PowerShell, you'll need the Az Module.
If wanting to use Azure CLI and you haven't yet installed it, see Install the Azure CLI.
If using Python, version 2.7 or higher.
If using C#, Visual Studio must be version 2013 or higher.
The URI scheme for your storage account. This scheme would be wasb:// for Azure Blob storage, abfs:// for Azure Data Lake Storage Gen2 or adl:// for Azure Data Lake Storage Gen1. If secure transfer is enabled for Azure Blob storage, the URI would be wasbs://.
An existing HDInsight cluster to add a Shared Access Signature to. If not, you can use Azure PowerShell to create a cluster and add a Shared Access Signature during cluster creation.
The example files from https://github.com/Azure-Samples/hdinsight-dotnet-python-azure-storage-shared-access-signature. This repository contains the following items:
- A Visual Studio project that can create a storage container, stored policy, and SAS for use with HDInsight
- A Python script that can create a storage container, stored policy, and SAS for use with HDInsight
- A PowerShell script that can create a HDInsight cluster and configure it to use the SAS. An updated version is used further below.
- A sample file: hdinsight-dotnet-python-azure-storage-shared-access-signature-master\sampledata\sample.log

Shared Access Signatures

There are two forms of Shared Access Signatures:

Ad hoc: The start time, expiry time, and permissions for the SAS are all specified on the SAS URI.
Stored access policy: A stored access policy is defined on a resource container, such as a blob container. A policy can be used to manage constraints for one or more shared access signatures. When you associate a SAS with a stored access policy, the SAS inherits the constraints - the start time, expiry time, and permissions - defined for the stored access policy.

The difference between the two forms is important for one key scenario: revocation. A SAS is a URL, so anyone who obtains the SAS can use it. It doesn't matter who requested it to begin with. If a SAS is published publicly, it can be used by anyone in the world. A SAS that is distributed is valid until one of four things happens:

The expiry time specified on the SAS is reached.
The expiry time specified on the stored access policy referenced by the SAS is reached. The following scenarios cause the expiry time to be reached:
- The time interval has elapsed.
- The stored access policy is modified to have an expiry time in the past. Changing the expiry time is one way to revoke the SAS.
The stored access policy referenced by the SAS is deleted, which is another way to revoke the SAS. If you recreate the stored access policy with the same name, all SAS tokens for the previous policy are valid (if the expiry time on the SAS hasn't passed). If you intend to revoke the SAS, be sure to use a different name if you recreate the access policy with an expiry time in the future.
The account key that was used to create the SAS is regenerated. Regenerating the key causes all applications that use the previous key to fail authentication. Update all components to the new key.

Important

A shared access signature URI is associated with the account key used to create the signature, and the associated stored access policy (if any). If no stored access policy is specified, the only way to revoke a shared access signature is to change the account key.

We recommend that you always use stored access policies. When using stored policies, you can either revoke signatures or extend the expiry date as needed. The steps in this document use stored access policies to generate SAS.

For more information on Shared Access Signatures, see Understanding the SAS model.

Create a stored policy and SAS

Save the SAS token that is produced at the end of each method. The token will look similar to the following output:

?sv=2018-03-28&sr=c&si=myPolicyPS&sig=NAxefF%2BrR2ubjZtyUtuAvLQgt%2FJIN5aHJMj6OsDwyy4%3D

Using PowerShell

Replace RESOURCEGROUP, STORAGEACCOUNT, and STORAGECONTAINER with the appropriate values for your existing storage container. Change directory to hdinsight-dotnet-python-azure-storage-shared-access-signature-master or revise the -File parameter to contain the absolute path for Set-AzStorageblobcontent. Enter the following PowerShell command:

$resourceGroupName = "RESOURCEGROUP"
$storageAccountName = "STORAGEACCOUNT"
$containerName = "STORAGECONTAINER"
$policy = "myPolicyPS"

# Login to your Azure subscription
$sub = Get-AzSubscription -ErrorAction SilentlyContinue
if(-not($sub))
{
    Connect-AzAccount
}

# If you have multiple subscriptions, set the one to use
# Select-AzSubscription -SubscriptionId "<SUBSCRIPTIONID>"

# Get the access key for the Azure Storage account
$storageAccountKey = (Get-AzStorageAccountKey `
                                -ResourceGroupName $resourceGroupName `
                                -Name $storageAccountName)[0].Value

# Create an Azure Storage context
$storageContext = New-AzStorageContext `
                                -StorageAccountName $storageAccountName `
                                -StorageAccountKey $storageAccountKey

# Create a stored access policy for the Azure storage container
New-AzStorageContainerStoredAccessPolicy `
   -Container $containerName `
   -Policy $policy `
   -Permission "rl" `
   -ExpiryTime "12/31/2025 08:00:00" `
   -Context $storageContext

# Get the stored access policy or policies for the Azure storage container
Get-AzStorageContainerStoredAccessPolicy `
    -Container $containerName `
    -Context $storageContext

# Generates an SAS token for the Azure storage container
New-AzStorageContainerSASToken `
    -Name $containerName `
    -Policy $policy `
    -Context $storageContext

<# Removes a stored access policy from the Azure storage container
Remove-AzStorageContainerStoredAccessPolicy `
    -Container $containerName `
    -Policy $policy `
    -Context $storageContext
#>

# upload a file for a later example
Set-AzStorageblobcontent `
    -File "./sampledata/sample.log" `
    -Container $containerName `
    -Blob "samplePS.log" `
    -Context $storageContext

Using Azure CLI

The use of variables in this section is based on a Windows environment. Slight variations will be needed for bash or other environments.

Replace STORAGEACCOUNT, and STORAGECONTAINER with the appropriate values for your existing storage container.

# set variables
set AZURE_STORAGE_ACCOUNT=STORAGEACCOUNT
set AZURE_STORAGE_CONTAINER=STORAGECONTAINER

#Login
az login

# If you have multiple subscriptions, set the one to use
# az account set --subscription SUBSCRIPTION

# Retrieve the primary key for the storage account
az storage account keys list --account-name %AZURE_STORAGE_ACCOUNT% --query "[0].{PrimaryKey:value}" --output table

Set the retrieved primary key to a variable for later use. Replace PRIMARYKEY with the retrieved value in the prior step, and then enter the command below:
```
#set variable for primary key
set AZURE_STORAGE_KEY=PRIMARYKEY
```

Change directory to hdinsight-dotnet-python-azure-storage-shared-access-signature-master or revise the --file parameter to contain the absolute path for az storage blob upload. Execute the remaining commands:

# Create stored access policy on the containing object
az storage container policy create --container-name %AZURE_STORAGE_CONTAINER% --name myPolicyCLI --account-key %AZURE_STORAGE_KEY% --account-name %AZURE_STORAGE_ACCOUNT% --expiry 2025-12-31 --permissions rl

# List stored access policies on a containing object
az storage container policy list --container-name %AZURE_STORAGE_CONTAINER% --account-key %AZURE_STORAGE_KEY% --account-name %AZURE_STORAGE_ACCOUNT%

# Generate a shared access signature for the container
az storage container generate-sas --name %AZURE_STORAGE_CONTAINER% --policy-name myPolicyCLI --account-key %AZURE_STORAGE_KEY% --account-name %AZURE_STORAGE_ACCOUNT%

# Reversal
# az storage container policy delete --container-name %AZURE_STORAGE_CONTAINER% --name myPolicyCLI --account-key %AZURE_STORAGE_KEY% --account-name %AZURE_STORAGE_ACCOUNT%

# upload a file for a later example
az storage blob upload --container-name %AZURE_STORAGE_CONTAINER% --account-key %AZURE_STORAGE_KEY% --account-name %AZURE_STORAGE_ACCOUNT% --name sampleCLI.log --file "./sampledata/sample.log"

Using Python

Open the SASToken.py file and replace storage_account_name, storage_account_key, and storage_container_name with the appropriate values for your existing storage container, and then run the script.

You may need to execute pip install --upgrade azure-storage if you receive the error message ImportError: No module named azure.storage.

Using C#

Open the solution in Visual Studio.
In Solution Explorer, right-click on the SASExample project and select Properties.

Select Settings and add values for the following entries:

Item	Description
StorageConnectionString	The connection string for the storage account that you want to create a stored policy and SAS for. The format should be `DefaultEndpointsProtocol=https;AccountName=myaccount;AccountKey=mykey` where `myaccount` is the name of your storage account and `mykey` is the key for the storage account.
ContainerName	The container in the storage account that you want to restrict access to.
SASPolicyName	The name to use for the stored policy to create.
FileToUpload	The path to a file that is uploaded to the container.

Run the project. Save the SAS policy token, storage account name, and container name. These values are used when associating the storage account with your HDInsight cluster.

Use the SAS with HDInsight

When creating an HDInsight cluster, you must specify a primary storage account. You can also specify additional storage accounts. Both of these methods of adding storage require full access to the storage accounts and containers that are used.

Use a Shared Access Signature to limit container access. Add a custom entry to the core-site configuration for the cluster. You can add the entry during cluster creation using PowerShell or after cluster creation using Ambari.

Create a cluster that uses the SAS

Replace CLUSTERNAME, RESOURCEGROUP, DEFAULTSTORAGEACCOUNT, STORAGECONTAINER, STORAGEACCOUNT, and TOKEN with the appropriate values. Enter the PowerShell commands:

$clusterName = 'CLUSTERNAME'
$resourceGroupName = 'RESOURCEGROUP'

# Replace with the Azure data center you want to the cluster to live in
$location = 'eastus'

# Replace with the name of the default storage account TO BE CREATED
$defaultStorageAccountName = 'DEFAULTSTORAGEACCOUNT'

# Replace with the name of the SAS container CREATED EARLIER
$SASContainerName = 'STORAGECONTAINER'

# Replace with the name of the SAS storage account CREATED EARLIER
$SASStorageAccountName = 'STORAGEACCOUNT'

# Replace with the SAS token generated earlier
$SASToken = 'TOKEN'

# Default cluster size (# of worker nodes), version, and type
$clusterSizeInNodes = "4"
$clusterVersion = "3.6"
$clusterType = "Hadoop"

# Login to your Azure subscription
$sub = Get-AzSubscription -ErrorAction SilentlyContinue
if(-not($sub))
{
    Connect-AzAccount
}

# If you have multiple subscriptions, set the one to use
# Select-AzSubscription -SubscriptionId "<SUBSCRIPTIONID>"

# Create an Azure Storage account and container
New-AzStorageAccount `
    -ResourceGroupName $resourceGroupName `
    -Name $defaultStorageAccountName `
    -Location $location `
    -SkuName Standard_LRS `
    -Kind StorageV2 `
    -EnableHttpsTrafficOnly 1

$defaultStorageAccountKey = (Get-AzStorageAccountKey `
                                -ResourceGroupName $resourceGroupName `
                                -Name $defaultStorageAccountName)[0].Value

$defaultStorageContext = New-AzStorageContext `
                                -StorageAccountName $defaultStorageAccountName `
                                -StorageAccountKey $defaultStorageAccountKey

# Create a blob container. This holds the default data store for the cluster.
New-AzStorageContainer `
    -Name $clusterName `
    -Context $defaultStorageContext

# Cluster login is used to secure HTTPS services hosted on the cluster
$httpCredential = Get-Credential `
    -Message "Enter Cluster login credentials" `
    -UserName "admin"

# SSH user is used to remotely connect to the cluster using SSH clients
$sshCredential = Get-Credential `
    -Message "Enter SSH user credentials" `
    -UserName "sshuser"

# Create the configuration for the cluster
$config = New-AzHDInsightClusterConfig

$config = $config | Add-AzHDInsightConfigValue `
    -Spark2Defaults @{} `
    -Core @{"fs.azure.sas.$SASContainerName.$SASStorageAccountName.blob.core.windows.net"=$SASToken}

# Create the HDInsight cluster
New-AzHDInsightCluster `
    -Config $config `
    -ResourceGroupName $resourceGroupName `
    -ClusterName $clusterName `
    -Location $location `
    -ClusterSizeInNodes $clusterSizeInNodes `
    -ClusterType $clusterType `
    -OSType Linux `
    -Version $clusterVersion `
    -HttpCredential $httpCredential `
    -SshCredential $sshCredential `
    -DefaultStorageAccountName "$defaultStorageAccountName.blob.core.windows.net" `
    -DefaultStorageAccountKey $defaultStorageAccountKey `
    -DefaultStorageContainer $clusterName

<# REVERSAL
Remove-AzHDInsightCluster `
    -ResourceGroupName $resourceGroupName `
    -ClusterName $clusterName

Remove-AzStorageContainer `
    -Name $clusterName `
    -Context $defaultStorageContext

Remove-AzStorageAccount `
    -ResourceGroupName $resourceGroupName `
    -Name $defaultStorageAccountName

Remove-AzResourceGroup `
    -Name $resourceGroupName
#>

Important

When prompted for the HTTP/s or SSH user name and password, you must provide a password that meets the following criteria:

Must be at least 10 characters in length.
Must contain at least one digit.
Must contain at least one non-alphanumeric character.
Must contain at least one upper or lower case letter.

It takes a while for this script to complete, usually around 15 minutes. When the script completes without any errors, the cluster has been created.

Use the SAS with an existing cluster

If you have an existing cluster, you can add the SAS to the core-site configuration by using the following steps:

Open the Ambari web UI for your cluster. The address for this page is https://YOURCLUSTERNAME.azurehdinsight.net. When prompted, authenticate to the cluster using the admin name (admin) and password you used when creating the cluster.
Navigate to HDFS > Configs > Advanced > Custom core-site.
Expand the Custom core-site section, scroll to the end and, then select Add property.... Use the following values for Key and Value:
- Key: fs.azure.sas.CONTAINERNAME.STORAGEACCOUNTNAME.blob.core.windows.net
- Value: The SAS returned by one of the methods earlier executed.
Replace CONTAINERNAME with the container name you used with the C# or SAS application. Replace STORAGEACCOUNTNAME with the storage account name you used.

Select Add to save this key and value
Select the Save button to save the configuration changes. When prompted, add a description of the change ("adding SAS storage access" for example) and then select Save.

Select OK when the changes have been completed.

Important

You must restart several services before the change takes effect.
A Restart drop-down list will appear. Select Restart All Affected from the drop-down list and then Confirm Restart All.

Repeat this process for MapReduce2 and YARN.
Once the services have restarted, select each one and disable maintenance mode from the Service Actions drop down.

Test restricted access

Use the following steps to verify that you can only read and list items on the SAS storage account.

Connect to the cluster. Replace CLUSTERNAME with the name of your cluster and enter the following command:
```
ssh sshuser@CLUSTERNAME-ssh.azurehdinsight.net
```
To list the contents of the container, use the following command from the prompt:
```
hdfs dfs -ls wasbs://SASCONTAINER@SASACCOUNTNAME.blob.core.windows.net/
```
Replace SASCONTAINER with the name of the container created for the SAS storage account. Replace SASACCOUNTNAME with the name of the storage account used for the SAS.

The list includes the file uploaded when the container and SAS were created.
Use the following command to verify that you can read the contents of the file. Replace the SASCONTAINER and SASACCOUNTNAME as in the previous step. Replace sample.log with the name of the file displayed in the previous command:
```
hdfs dfs -text wasbs://SASCONTAINER@SASACCOUNTNAME.blob.core.windows.net/sample.log
```
This command lists the contents of the file.
Use the following command to download the file to the local file system:
```
hdfs dfs -get wasbs://SASCONTAINER@SASACCOUNTNAME.blob.core.windows.net/sample.log testfile.txt
```
This command downloads the file to a local file named testfile.txt.
Use the following command to upload the local file to a new file named testupload.txt on the SAS storage:
```
hdfs dfs -put testfile.txt wasbs://SASCONTAINER@SASACCOUNTNAME.blob.core.windows.net/testupload.txt
```
You receive a message similar to the following text:
```
put: java.io.IOException
```
This error occurs because the storage location is read+list only. Use the following command to put the data on the default storage for the cluster, which is writable:
```
hdfs dfs -put testfile.txt wasbs:///testupload.txt
```
This time, the operation should complete successfully.

Next steps

Now that you've learned how to add limited-access storage to your HDInsight cluster, learn other ways to work with data on your cluster:

Deli putem

Use Azure Blob storage Shared Access Signatures to restrict access to data in HDInsight

Prerequisites

Shared Access Signatures

Create a stored policy and SAS

Using PowerShell

Using Azure CLI

Using Python

Using C#

Use the SAS with HDInsight

Create a cluster that uses the SAS

Use the SAS with an existing cluster

Test restricted access

Next steps

Povratne informacije

Dodatni resursi