Labsco
microsoft logo

azure-mgmt-arizeaiobservabilityeval-dotnet

✓ Official★ 2,676

by microsoft · part of microsoft/skills

Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations \non Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability \ninto .NET applications. Triggers: \"Arize AI\", \"ML observability\", \"ArizeAIObservabilityEval\", \"Arize organization\".\n

🔥🔥✓ VerifiedFreeQuick setup
#cloud#git#monitoring
🧩 One of 7 skills in the microsoft/skills package — works on its own, and pairs well with its siblings.

This is the playbook your agent receives when the skill activates — you don't need to read it to use the skill, but it's here to audit before installing.

Azure.ResourceManager.ArizeAIObservabilityEval

.NET SDK for managing Arize AI Observability and Evaluation resources on Azure.

Package Info

PropertyValue
PackageAzure.ResourceManager.ArizeAIObservabilityEval
Version1.0.0 (GA)
API Version2024-10-01
ARM TypeArizeAi.ObservabilityEval/organizations
DependenciesAzure.Core >= 1.46.2, Azure.ResourceManager >= 1.13.1

Environment Variables

AZURE_SUBSCRIPTION_ID=<your-subscription-id> # Required: Azure subscription ID
AZURE_TOKEN_CREDENTIALS=prod  # Required only if DefaultAzureCredential is used in production
AZURE_TENANT_ID=<your-tenant-id> # For service principal auth (optional)
AZURE_CLIENT_ID=<your-client-id> # For service principal auth (optional)
AZURE_CLIENT_SECRET=<your-client-secret> # For service principal auth (optional)

Authentication

using Azure.Identity;
using Azure.ResourceManager;
using Azure.ResourceManager.ArizeAIObservabilityEval;

// Local dev: DefaultAzureCredential. Production: set AZURE_TOKEN_CREDENTIALS=prod or AZURE_TOKEN_CREDENTIALS=<specific_credential>
var credential = new DefaultAzureCredential(
    DefaultAzureCredential.DefaultEnvironmentVariableName
);
// Or use a specific credential directly in production:
// See https://learn.microsoft.com/dotnet/api/overview/azure/identity-readme?view=azure-dotnet#credential-classes
// var credential = new ManagedIdentityCredential();
var armClient = new ArmClient(credential);

Core Workflow

Create an Arize AI Organization

using Azure.Core;
using Azure.ResourceManager.Resources;
using Azure.ResourceManager.ArizeAIObservabilityEval;
using Azure.ResourceManager.ArizeAIObservabilityEval.Models;

// Get subscription and resource group
var subscriptionId = Environment.GetEnvironmentVariable("AZURE_SUBSCRIPTION_ID");
var subscription = await armClient.GetSubscriptionResource(
    SubscriptionResource.CreateResourceIdentifier(subscriptionId)).GetAsync();
var resourceGroup = await subscription.Value.GetResourceGroupAsync("my-resource-group");

// Get the organization collection
var collection = resourceGroup.Value.GetArizeAIObservabilityEvalOrganizations();

// Create organization data
var data = new ArizeAIObservabilityEvalOrganizationData(AzureLocation.EastUS)
{
    Properties = new ArizeAIObservabilityEvalOrganizationProperties
    {
        Marketplace = new ArizeAIObservabilityEvalMarketplaceDetails
        {
            SubscriptionId = "marketplace-subscription-id",
            OfferDetails = new ArizeAIObservabilityEvalOfferDetails
            {
                PublisherId = "arikimlabs1649082416596",
                OfferId = "arize-liftr-1",
                PlanId = "arize-liftr-1-plan",
                PlanName = "Arize AI Plan",
                TermUnit = "P1M",
                TermId = "term-id"
            }
        },
        User = new ArizeAIObservabilityEvalUserDetails
        {
            FirstName = "John",
            LastName = "Doe",
            EmailAddress = "john.doe@example.com"
        }
    },
    Tags = { ["environment"] = "production" }
};

// Create (long-running operation)
var operation = await collection.CreateOrUpdateAsync(
    WaitUntil.Completed,
    "my-arize-org",
    data);

var organization = operation.Value;
Console.WriteLine($"Created: {organization.Data.Name}");

Get an Organization

// Option 1: From collection
var org = await collection.GetAsync("my-arize-org");

// Option 2: Check if exists first
var exists = await collection.ExistsAsync("my-arize-org");
if (exists.Value)
{
    var org = await collection.GetAsync("my-arize-org");
}

// Option 3: GetIfExists (returns null if not found)
var response = await collection.GetIfExistsAsync("my-arize-org");
if (response.HasValue)
{
    var org = response.Value;
}

List Organizations

// List in resource group
await foreach (var org in collection.GetAllAsync())
{
    Console.WriteLine($"Org: {org.Data.Name}, State: {org.Data.Properties?.ProvisioningState}");
}

// List in subscription
await foreach (var org in subscription.Value.GetArizeAIObservabilityEvalOrganizationsAsync())
{
    Console.WriteLine($"Org: {org.Data.Name}");
}

Update an Organization

// Update tags
var org = await collection.GetAsync("my-arize-org");
var updateData = new ArizeAIObservabilityEvalOrganizationPatch
{
    Tags = { ["environment"] = "staging", ["team"] = "ml-ops" }
};
var updated = await org.Value.UpdateAsync(updateData);

Delete an Organization

var org = await collection.GetAsync("my-arize-org");
await org.Value.DeleteAsync(WaitUntil.Completed);

Key Types

TypePurpose
ArizeAIObservabilityEvalOrganizationResourceMain ARM resource for Arize organizations
ArizeAIObservabilityEvalOrganizationCollectionCollection for CRUD operations
ArizeAIObservabilityEvalOrganizationDataResource data model
ArizeAIObservabilityEvalOrganizationPropertiesOrganization properties
ArizeAIObservabilityEvalMarketplaceDetailsAzure Marketplace subscription info
ArizeAIObservabilityEvalOfferDetailsMarketplace offer configuration
ArizeAIObservabilityEvalUserDetailsUser contact information
ArizeAIObservabilityEvalOrganizationPatchPatch model for updates
ArizeAIObservabilityEvalSingleSignOnPropertiesV2SSO configuration

Enums

EnumValues
ArizeAIObservabilityEvalOfferProvisioningStateSucceeded, Failed, Canceled, Provisioning, Updating, Deleting, Accepted
ArizeAIObservabilityEvalMarketplaceSubscriptionStatusPendingFulfillmentStart, Subscribed, Suspended, Unsubscribed
ArizeAIObservabilityEvalSingleSignOnStateInitial, Enable, Disable
ArizeAIObservabilityEvalSingleSignOnTypeSaml, OpenId

Best Practices

  1. Use async methods — All operations support async/await
  2. Handle long-running operations — Use WaitUntil.Completed or poll manually
  3. Use GetIfExistsAsync — Avoid exceptions for conditional logic
  4. Implement retry policies — Configure via ArmClientOptions
  5. Use resource identifiers — For direct resource access without listing
  6. Close clients properly — Use using statements or dispose explicitly

Error Handling

try
{
    var org = await collection.GetAsync("my-arize-org");
}
catch (Azure.RequestFailedException ex) when (ex.Status == 404)
{
    Console.WriteLine("Organization not found");
}
catch (Azure.RequestFailedException ex)
{
    Console.WriteLine($"Azure error: {ex.Message}");
}

Direct Resource Access

// Access resource directly by ID (without listing)
var resourceId = ArizeAIObservabilityEvalOrganizationResource.CreateResourceIdentifier(
    subscriptionId,
    "my-resource-group",
    "my-arize-org");

var org = armClient.GetArizeAIObservabilityEvalOrganizationResource(resourceId);
var data = await org.GetAsync();