Biblioteca cliente de administración de contenedores de HDInsight de Microsoft Azure para .NET

  • Artículo

Microsoft Azure HDInsgiht Containers(HDInsight On AKS) simplifica la implementación del clúster de hdinsight basado en AKS.

Esta biblioteca admite la administración de recursos de contenedores de HDInsgiht de Microsoft Azure.

Esta biblioteca sigue las nuevas directrices del SDK de Azure y proporciona muchas funcionalidades principales:

- Support MSAL.NET, Azure.Identity is out of box for supporting MSAL.NET.
- Support [OpenTelemetry](https://opentelemetry.io/) for distributed tracing.
- HTTP pipeline with custom policies.
- Better error-handling.
- Support uniform telemetry across all languages.

Introducción

Instale el paquete (ya que ahora estamos en estado de versión preliminar privada, el método en esta página no funciona, envíe un correo electrónico para Askhilo@microsoft.com instalar el nuget desde nuestra fuente de nuget privada).

Instale la biblioteca de administración de Azure HDInsight en AKS para .NET con NuGet:

dotnet add package Azure.ResourceManager.HDInsight.Containers --prerelease

Requisitos previos

Autenticar el cliente

Para crear un cliente autenticado y empezar a interactuar con los recursos de Microsoft Azure, consulte la guía de inicio rápido aquí.

Conceptos clave

Los conceptos clave de la Microsoft Azure SDK para .NET se pueden encontrar aquí.

Documentación

La documentación está disponible para ayudarle a aprender a usar este paquete:

Ejemplos

Espacios de nombres para este ejemplo:

using System;
using System.Linq;
using Azure.ResourceManager;
using Azure.Identity;
using Azure.ResourceManager.Resources;
using Azure.Core;
using Azure.ResourceManager.HDInsight.Containers;
using Azure.ResourceManager.HDInsight.Containers.Models;

Cuando cree por primera vez el cliente arm, elija la suscripción en la que va a trabajar. Puede usar los GetDefaultSubscription/GetDefaultSubscriptionAsync métodos para devolver la suscripción predeterminada configurada para el usuario:

ArmClient armClient = new ArmClient(new DefaultAzureCredential());
SubscriptionResource subscription = armClient.GetDefaultSubscription();

Creación de un grupo de clústeres

// define the prerequisites information: subscription, resource group and location where you want to create the resource
string subscriptionResourceId = "/subscriptions/{subscription id}"; // your subscription resource id like /subscriptions/{subscription id}
string resourceGroupName = "{your resource group name}"; // your resource group name
AzureLocation location = AzureLocation.EastUS; // your location

SubscriptionResource subscription = armClient.GetSubscriptionResource(new ResourceIdentifier(resourceId: subscriptionResourceId));
ResourceGroupResource resourceGroupResource = subscription.GetResourceGroup(resourceGroupName);
HDInsightClusterPoolCollection clusterPoolCollection = resourceGroupResource.GetHDInsightClusterPools();

// create the cluster pool
string clusterPoolName = "{your cluster pool name}";
string clusterPoolVmSize = "Standard_E4s_v3"; // the vmsize

// get the available cluster pool version
var availableClusterPoolVersion = subscription.GetAvailableClusterPoolVersionsByLocation(location).FirstOrDefault();

// initialize the ClusterPoolData instance
HDInsightClusterPoolData clusterPoolData = new HDInsightClusterPoolData(location)
{
    ComputeProfile = new ClusterPoolComputeProfile(clusterPoolVmSize),
    ClusterPoolVersion = availableClusterPoolVersion?.ClusterPoolVersionValue,
};

var clusterPoolResult = clusterPoolCollection.CreateOrUpdate(Azure.WaitUntil.Completed, clusterPoolName, clusterPoolData);

Creación de un clúster de Trino simple

// define the prerequisites information: subscription, resource group and location where you want to create the resource
string subscriptionResourceId = "/subscriptions/{subscription id}"; // your subscription resource id like /subscriptions/{subscription id}
string resourceGroupName = "{your resource group}"; // your resource group name
AzureLocation location = AzureLocation.EastUS; // your location

SubscriptionResource subscription = armClient.GetSubscriptionResource(new ResourceIdentifier(resourceId: subscriptionResourceId));
ResourceGroupResource resourceGroupResource = subscription.GetResourceGroup(resourceGroupName);
HDInsightClusterPoolCollection clusterPoolCollection = resourceGroupResource.GetHDInsightClusterPools();

// create the cluster
string clusterPoolName = "{your cluster pool name}";
string clusterName = "{your cluster name}";
string clusterType = "Trino"; // your cluster type

// get the available cluster version
var availableClusterVersion = subscription.GetAvailableClusterVersionsByLocation(location).Where(version => version.ClusterType.Equals(clusterType, StringComparison.OrdinalIgnoreCase)).FirstOrDefault();

// set the identity profile
string msiResourceId = "{your user msi resource id}";
string msiClientId = "{your user msi client id}";
string msiObjectId = "{your user msi object id}";
var identityProfile = new HDInsightIdentityProfile(msiResourceId: new ResourceIdentifier(msiResourceId), msiClientId: msiClientId, msiObjectId: msiObjectId);

// set the authorization profile
var userId = "{your aad user id}";
var authorizationProfile = new AuthorizationProfile();
authorizationProfile.UserIds.Add(userId);

// set the cluster node profile
string vmSize = "Standard_D8s_v3"; // your vms ize
int workerCount = 5;
ClusterComputeNodeProfile nodeProfile = new ClusterComputeNodeProfile(nodeProfileType: "worker", vmSize: vmSize, count: workerCount);

// initialize the ClusterData instance
var clusterData = new HDInsightClusterData(location)
{
    ClusterType = clusterType,
    ClusterProfile = new ClusterProfile(clusterVersion: availableClusterVersion?.ClusterVersion, ossVersion: availableClusterVersion?.OssVersion, identityProfile: identityProfile, authorizationProfile: authorizationProfile)
    {
        TrinoProfile = new TrinoProfile(),  // here is related with cluster type
    },
};
clusterData.ComputeNodes.Add(nodeProfile);

var clusterCollection = clusterPoolCollection.Get(clusterPoolName).Value.GetHDInsightClusters();

var clusterResult = clusterCollection.CreateOrUpdate(Azure.WaitUntil.Completed, clusterName, clusterData);

Creación de un clúster de Spark simple

// define the prerequisites information: subscription, resource group and location where you want to create the resource
string subscriptionResourceId = "/subscriptions/{subscription id}"; // your subscription resource id like /subscriptions/{subscription id}
string resourceGroupName = "{your resource group}"; // your resource group name
AzureLocation location = AzureLocation.EastUS; // your location

SubscriptionResource subscription = armClient.GetSubscriptionResource(new ResourceIdentifier(resourceId: subscriptionResourceId));
ResourceGroupResource resourceGroupResource = subscription.GetResourceGroup(resourceGroupName);
HDInsightClusterPoolCollection clusterPoolCollection = resourceGroupResource.GetHDInsightClusterPools();

// create the cluster
string clusterPoolName = "{your cluster pool name}";
string clusterName = "{your cluster name}";
string clusterType = "Spark"; // your cluster type here is Spark

// get the available cluster version
var availableClusterVersion = subscription.GetAvailableClusterVersionsByLocation(location).Where(version => version.ClusterType.Equals(clusterType, StringComparison.OrdinalIgnoreCase)).FirstOrDefault();

// set the identity profile
string msiResourceId = "{your user msi resource id}";
string msiClientId = "{your user msi client id}";
string msiObjectId = "{your user msi object id}";
var identityProfile = new HDInsightIdentityProfile(msiResourceId: new ResourceIdentifier(msiResourceId), msiClientId: msiClientId, msiObjectId: msiObjectId);

// set the authorization profile
var userId = "{your aad user id}";
var authorizationProfile = new AuthorizationProfile();
authorizationProfile.UserIds.Add(userId);

// set the cluster node profile
string vmSize = "Standard_D8s_v3"; // your vms ize
int workerCount = 5;
ClusterComputeNodeProfile nodeProfile = new ClusterComputeNodeProfile(nodeProfileType: "worker", vmSize: vmSize, count: workerCount);

// initialize the ClusterData instance
var clusterData = new HDInsightClusterData(location)
{
    ClusterType = clusterType,
    ClusterProfile = new ClusterProfile(clusterVersion: availableClusterVersion?.ClusterVersion, ossVersion: availableClusterVersion?.OssVersion, identityProfile: identityProfile, authorizationProfile: authorizationProfile)
    {
        SparkProfile = new SparkProfile(),  // here is related with cluster type
    },
};
clusterData.ComputeNodes.Add(nodeProfile);

var clusterCollection = clusterPoolCollection.Get(clusterPoolName).Value.GetHDInsightClusters();

var clusterResult = clusterCollection.CreateOrUpdate(Azure.WaitUntil.Completed, clusterName, clusterData);

// define the prerequisites information: subscription, resource group and location where you want to create the resource
string subscriptionResourceId = "/subscriptions/{subscription id}"; // your subscription resource id like /subscriptions/{subscription id}
string resourceGroupName = "{your resource group}"; // your resource group name
AzureLocation location = AzureLocation.EastUS; // your location

SubscriptionResource subscription = armClient.GetSubscriptionResource(new ResourceIdentifier(resourceId: subscriptionResourceId));
ResourceGroupResource resourceGroupResource = subscription.GetResourceGroup(resourceGroupName);
HDInsightClusterPoolCollection clusterPoolCollection = resourceGroupResource.GetHDInsightClusterPools();

// create the cluster
string clusterPoolName = "{your cluster pool name}";
string clusterName = "{your cluster name}";
string clusterType = "Flink"; // cluster type

// get the available cluster version
var availableClusterVersion = subscription.GetAvailableClusterVersionsByLocation(location).Where(version => version.ClusterType.Equals(clusterType, StringComparison.OrdinalIgnoreCase)).LastOrDefault();

// set the identity profile
string msiResourceId = "{your user msi resource id}";
string msiClientId = "{your user msi client id}";
string msiObjectId = "{your user msi object id}";
var identityProfile = new HDInsightIdentityProfile(msiResourceId: new ResourceIdentifier(msiResourceId), msiClientId: msiClientId, msiObjectId: msiObjectId);

// set the authorization profile
var userId = "{your aad user id}";
var authorizationProfile = new AuthorizationProfile();
authorizationProfile.UserIds.Add(userId);

// set the cluster node profile
string vmSize = "Standard_D8s_v3"; // your vm size
int workerCount = 5;
ClusterComputeNodeProfile nodeProfile = new ClusterComputeNodeProfile(nodeProfileType: "worker", vmSize: vmSize, count: workerCount);
// initialize the ClusterData instance
var clusterData = new HDInsightClusterData(location)
{
    ClusterType = clusterType,
    ClusterProfile = new ClusterProfile(clusterVersion: availableClusterVersion?.ClusterVersion, ossVersion: availableClusterVersion?.OssVersion, identityProfile: identityProfile, authorizationProfile: authorizationProfile),
};
clusterData.ComputeNodes.Add(nodeProfile);

// set flink profile
string storageUri = "abfs://{your storage account container name}@{yoru storage account}.dfs.core.windows.net"; // your adlsgen2 storage uri
FlinkStorageProfile flinkStorageProfile = new FlinkStorageProfile(storageUri);

ComputeResourceRequirement jobManager = new ComputeResourceRequirement((float)1.0, 2048);
ComputeResourceRequirement taskManager = new ComputeResourceRequirement((float)1.0, 2048);

clusterData.ClusterProfile.FlinkProfile = new FlinkProfile(storage: flinkStorageProfile, jobManager: jobManager, taskManager: taskManager);

var clusterCollection = clusterPoolCollection.Get(clusterPoolName).Value.GetHDInsightClusters();

var clusterResult = clusterCollection.CreateOrUpdate(Azure.WaitUntil.Completed, clusterName, clusterData);

Creación de un clúster de Trino con Hms

// define the prerequisites information: subscription, resource group and location where you want to create the resource
string subscriptionResourceId = "/subscriptions/{subscription id}"; // your subscription resource id like /subscriptions/{subscription id}
string resourceGroupName = "{your resource group}"; // your resource group name
AzureLocation location = AzureLocation.EastUS; // your location

SubscriptionResource subscription = armClient.GetSubscriptionResource(new ResourceIdentifier(resourceId: subscriptionResourceId));
ResourceGroupResource resourceGroupResource = subscription.GetResourceGroup(resourceGroupName);
HDInsightClusterPoolCollection clusterPoolCollection = resourceGroupResource.GetHDInsightClusterPools();

// create the cluster
string clusterPoolName = "{your cluster pool name}";
string clusterName = "{your cluster name}";
string clusterType = "Trino"; // your cluster type

// get the available cluster version
var availableClusterVersion = subscription.GetAvailableClusterVersionsByLocation(location).Where(version => version.ClusterType.Equals(clusterType, StringComparison.OrdinalIgnoreCase)).FirstOrDefault();

// set the identity profile
string msiResourceId = "{your user msi resource id}";
string msiClientId = "{your user msi client id}";
string msiObjectId = "{your user msi object id}";
var identityProfile = new HDInsightIdentityProfile(msiResourceId: new ResourceIdentifier(msiResourceId), msiClientId: msiClientId, msiObjectId: msiObjectId);

// set the authorization profile
var userId = "{your aad user id}";
var authorizationProfile = new AuthorizationProfile();
authorizationProfile.UserIds.Add(userId);

// set the cluster node profile
string vmSize = "Standard_D8s_v3"; // your vms ize
int workerCount = 5;
ClusterComputeNodeProfile nodeProfile = new ClusterComputeNodeProfile(nodeProfileType: "worker", vmSize: vmSize, count: workerCount);

// initialize the ClusterData instance
var clusterData = new HDInsightClusterData(location)
{
    ClusterType = clusterType,
    ClusterProfile = new ClusterProfile(clusterVersion: availableClusterVersion?.ClusterVersion, ossVersion: availableClusterVersion?.OssVersion, identityProfile: identityProfile, authorizationProfile: authorizationProfile),
};
clusterData.ComputeNodes.Add(nodeProfile);

// set secret profile
string kvResourceId = "{your key vault resource id}";
string secretName = "{your secret reference name}";
string keyVaultObjectName = "{your key vault secret name}";

var secretReference = new ClusterSecretReference(referenceName: secretName, KeyVaultObjectType.Secret, keyVaultObjectName: keyVaultObjectName);
clusterData.ClusterProfile.SecretsProfile = new ClusterSecretsProfile(new ResourceIdentifier(kvResourceId));
clusterData.ClusterProfile.SecretsProfile.Secrets.Add(secretReference);

// set trino profile
string catalogName = "{your catalog name}";
string metastoreDbConnectionUriString = "jdbc:sqlserver://{your sql server name}.database.windows.net;database={your database name};encrypt=true;trustServerCertificate=true;loginTimeout=30;";
string metastoreDbUserName = "{your db user name}";
string metastoreDbPasswordSecret = secretName;
string metastoreWarehouseDir = "abfs://{your adlsgen2 storage account container}@{your adlsgen2 storage account}.dfs.core.windows.net/{sub folder path}";

TrinoProfile trinoProfile = new TrinoProfile();
trinoProfile.CatalogOptionsHive.Add(
    new HiveCatalogOption(
        catalogName: catalogName,
        metastoreDBConnectionPasswordSecret: metastoreDbPasswordSecret,
        metastoreDBConnectionUriString: metastoreDbConnectionUriString,
        metastoreDBConnectionUserName: metastoreDbUserName,
        metastoreWarehouseDir: metastoreWarehouseDir)
);

clusterData.ClusterProfile.TrinoProfile = trinoProfile;

var clusterCollection = clusterPoolCollection.Get(clusterPoolName).Value.GetHDInsightClusters();

var clusterResult = clusterCollection.CreateOrUpdate(Azure.WaitUntil.Completed, clusterName, clusterData);

Creación de un clúster de Spark con Hms

// define the prerequisites information: subscription, resource group and location where you want to create the resource
string subscriptionResourceId = "/subscriptions/{subscription id}"; // your subscription resource id like /subscriptions/{subscription id}
string resourceGroupName = "{your resource group}"; // your resource group name
AzureLocation location = AzureLocation.EastUS; // your location

SubscriptionResource subscription = armClient.GetSubscriptionResource(new ResourceIdentifier(resourceId: subscriptionResourceId));
ResourceGroupResource resourceGroupResource = subscription.GetResourceGroup(resourceGroupName);
HDInsightClusterPoolCollection clusterPoolCollection = resourceGroupResource.GetHDInsightClusterPools();

// create the cluster
string clusterPoolName = "{your cluster pool name}";
string clusterName = "{your cluster name}";
string clusterType = "Spark"; // your cluster type here is Spark

// get the available cluster version
var availableClusterVersion = subscription.GetAvailableClusterVersionsByLocation(location).Where(version => version.ClusterType.Equals(clusterType, StringComparison.OrdinalIgnoreCase)).FirstOrDefault();

// set the identity profile
string msiResourceId = "{your user msi resource id}";
string msiClientId = "{your user msi client id}";
string msiObjectId = "{your user msi object id}";
var identityProfile = new HDInsightIdentityProfile(msiResourceId: new ResourceIdentifier(msiResourceId), msiClientId: msiClientId, msiObjectId: msiObjectId);

// set the authorization profile
var userId = "{your aad user id}";
var authorizationProfile = new AuthorizationProfile();
authorizationProfile.UserIds.Add(userId);

// set the cluster node profile
string vmSize = "Standard_D8s_v3"; // your vms ize
int workerCount = 5;
ClusterComputeNodeProfile nodeProfile = new ClusterComputeNodeProfile(nodeProfileType: "worker", vmSize: vmSize, count: workerCount);

// initialize the ClusterData instance
var clusterData = new HDInsightClusterData(location)
{
    ClusterType = clusterType,
    ClusterProfile = new ClusterProfile(clusterVersion: availableClusterVersion?.ClusterVersion, ossVersion: availableClusterVersion?.OssVersion, identityProfile: identityProfile, authorizationProfile: authorizationProfile),
};
clusterData.ComputeNodes.Add(nodeProfile);

// set secret profile
string kvResourceId = "{your key vault resource id}";
string secretName = "{your secret reference name}";
string keyVaultObjectName = "{your key vault secret name}";

var secretReference = new ClusterSecretReference(referenceName: secretName, KeyVaultObjectType.Secret, keyVaultObjectName: keyVaultObjectName);
clusterData.ClusterProfile.SecretsProfile = new ClusterSecretsProfile(new ResourceIdentifier(kvResourceId));
clusterData.ClusterProfile.SecretsProfile.Secrets.Add(secretReference);

// set spark profile
string defaultStorageUriString = "abfs://{your adlsgen2 storage account container}@{your adlsgen2 storage account}.dfs.core.windows.net/";
string dbServerHost = "{your sql server name}.database.windows.net";
string dbUserName = "{your db user name}";
string dbName = "{yoru db name}";
string dbPasswordSecretName = secretName;

SparkProfile sparkProfile = new SparkProfile();
sparkProfile.DefaultStorageUriString = defaultStorageUriString;
sparkProfile.MetastoreSpec = new SparkMetastoreSpec(dbServerHost: dbServerHost, dbName: dbName, dbUserName: dbUserName, dbPasswordSecretName: dbPasswordSecretName, keyVaultId: kvResourceId);

clusterData.ClusterProfile.SparkProfile = sparkProfile;

var clusterCollection = clusterPoolCollection.Get(clusterPoolName).Value.GetHDInsightClusters();

var clusterResult = clusterCollection.CreateOrUpdate(Azure.WaitUntil.Completed, clusterName, clusterData);

// define the prerequisites information: subscription, resource group and location where you want to create the resource
string subscriptionResourceId = "/subscriptions/{subscription id}"; // your subscription resource id like /subscriptions/{subscription id}
string resourceGroupName = "{your resource group}"; // your resource group name
AzureLocation location = AzureLocation.EastUS; // your location

SubscriptionResource subscription = armClient.GetSubscriptionResource(new ResourceIdentifier(resourceId: subscriptionResourceId));
ResourceGroupResource resourceGroupResource = subscription.GetResourceGroup(resourceGroupName);
HDInsightClusterPoolCollection clusterPoolCollection = resourceGroupResource.GetHDInsightClusterPools();

// create the cluster
string clusterPoolName = "{your cluster pool name}";
string clusterName = "{your cluster name}";
string clusterType = "Flink"; // cluster type

// get the available cluster version
var availableClusterVersion = subscription.GetAvailableClusterVersionsByLocation(location).Where(version => version.ClusterType.Equals(clusterType, StringComparison.OrdinalIgnoreCase)).LastOrDefault();

// set the identity profile
string msiResourceId = "{your user msi resource id}";
string msiClientId = "{your user msi client id}";
string msiObjectId = "{your user msi object id}";
var identityProfile = new HDInsightIdentityProfile(msiResourceId: new ResourceIdentifier(msiResourceId), msiClientId: msiClientId, msiObjectId: msiObjectId);

// set the authorization profile
var userId = "{your aad user id}";
var authorizationProfile = new AuthorizationProfile();
authorizationProfile.UserIds.Add(userId);

// set the cluster node profile
string vmSize = "Standard_D8s_v3"; // your vm size
int workerCount = 5;
ClusterComputeNodeProfile nodeProfile = new ClusterComputeNodeProfile(nodeProfileType: "worker", vmSize: vmSize, count: workerCount);

// initialize the ClusterData instance
var clusterData = new HDInsightClusterData(location)
{
    ClusterType = clusterType,
    ClusterProfile = new ClusterProfile(clusterVersion: availableClusterVersion?.ClusterVersion, ossVersion: availableClusterVersion?.OssVersion, identityProfile: identityProfile, authorizationProfile: authorizationProfile),
};
clusterData.ComputeNodes.Add(nodeProfile);

// set secret profile
string kvResourceId = "{your key vault resource id}";
string secretName = "{your secret reference name}";
string keyVaultObjectName = "{your key vault secret name}";

var secretReference = new ClusterSecretReference(referenceName: secretName, KeyVaultObjectType.Secret, keyVaultObjectName: keyVaultObjectName);
clusterData.ClusterProfile.SecretsProfile = new ClusterSecretsProfile(new ResourceIdentifier(kvResourceId));
clusterData.ClusterProfile.SecretsProfile.Secrets.Add(secretReference);

// set flink profile

string storageUri = "abfs://{your adlsgen2 storage account container}@{your adlsgen2 storage account}.dfs.core.windows.net";
FlinkStorageProfile flinkStorageProfile = new FlinkStorageProfile(storageUri);

ComputeResourceRequirement jobManager = new ComputeResourceRequirement((float)1.0, 2048);
ComputeResourceRequirement taskManager = new ComputeResourceRequirement((float)1.0, 2048);

// set flink catalog
string metastoreDbConnectionUriString = "jdbc:sqlserver://{your sql server name}.database.windows.net;database={your database name};encrypt=true;trustServerCertificate=true;loginTimeout=30;";
string metastoreDbUserName = "{your db user name}";
string metastoreDbPasswordSecret = secretName;

FlinkHiveCatalogOption flinkHiveCatalogOption = new FlinkHiveCatalogOption(metastoreDBConnectionPasswordSecret: metastoreDbPasswordSecret, metastoreDBConnectionUriString: metastoreDbConnectionUriString, metastoreDBConnectionUserName: metastoreDbUserName);
clusterData.ClusterProfile.FlinkProfile = new FlinkProfile(storage: flinkStorageProfile, jobManager: jobManager, taskManager: taskManager);
clusterData.ClusterProfile.FlinkProfile.CatalogOptionsHive = flinkHiveCatalogOption;

var clusterCollection = clusterPoolCollection.Get(clusterPoolName).Value.GetHDInsightClusters();
var clusterResult = clusterCollection.CreateOrUpdate(Azure.WaitUntil.Completed, clusterName, clusterData);

Más ejemplos

Puede encontrar más ejemplos de código para usar la biblioteca de administración para .NET en las siguientes ubicaciones.

Solución de problemas

Pasos siguientes

Para más información sobre el SDK de Microsoft Azure, consulte este sitio web.

Contribuciones

Para más información sobre cómo contribuir a este repositorio, consulte la guía de contribución.

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