Verwaltungsclientbibliothek für Microsoft Azure HDInsight-Container für .NET
Microsoft Azure HDInsgiht Containers(HDInsight On AKS) vereinfacht die Bereitstellung von hdinsight-Clustern basierend auf AKS.
Diese Bibliothek unterstützt die Verwaltung von Microsoft Azure HDInsgiht Containers-Ressourcen.
Diese Bibliothek folgt den neuen Azure SDK-Richtlinien und bietet viele Kernfunktionen:
- 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.
Erste Schritte
Installieren Sie das Paket (Da wir uns jetzt in der privaten Vorschauversion status befinden, funktioniert die Bellow-Methode nicht, senden Sie eine E-Mail an, um Askhilo@microsoft.com das NuGet aus unserem privaten NuGet-Feed zu installieren.
Installieren Sie die Azure HDInsight On AKS-Verwaltungsbibliothek für .NET mit NuGet:
dotnet add package Azure.ResourceManager.HDInsight.Containers --prerelease
Voraussetzungen
- Sie benötigen ein Microsoft Azure-Abonnement.
Authentifizieren des Clients
Informationen zum Erstellen eines authentifizierten Clients und zum Starten der Interaktion mit Microsoft Azure-Ressourcen finden Sie in der Schnellstartanleitung hier.
Wichtige Begriffe
Wichtige Konzepte der Microsoft Azure SDK für .NET finden Sie hier.
Dokumentation
Es steht eine Dokumentation zur Verfügung, die Ihnen hilft, die Verwendung dieses Pakets zu erfahren:
Beispiele
Namespaces für dieses Beispiel:
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;
Wenn Sie Ihren ARM-Client zum ersten Mal erstellen, wählen Sie das Abonnement aus, in dem Sie arbeiten möchten. Sie können die GetDefaultSubscription/GetDefaultSubscriptionAsync Methoden verwenden, um das für Ihren Benutzer konfigurierte Standardabonnement zurückzugeben:
ArmClient armClient = new ArmClient(new DefaultAzureCredential());
SubscriptionResource subscription = armClient.GetDefaultSubscription();
Erstellen eines Clusterpools
// 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);
Erstellen eines einfachen Trino-Clusters
// 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);
Erstellen eines einfachen Spark-Clusters
// 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);
Erstellen eines einfachen Flink-Clusters
// 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);
Erstellen eines Trino-Clusters mit 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);
Erstellen eines Spark-Clusters mit 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);
Erstellen eines Flink-Clusters mit 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 = "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);
Weitere Beispiele
Weitere Codebeispiele für die Verwendung der Verwaltungsbibliothek für .NET finden Sie an den folgenden Speicherorten.
Problembehandlung
- Melden Sie ein Problem über GitHub Issues.
- Überprüfen Sie vorherige Fragen , oder stellen Sie neue Fragen in Stack Overflow mithilfe von Azure- und .NET-Tags.
Nächste Schritte
Weitere Informationen zum Microsoft Azure SDK finden Sie auf dieser Website.
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