app-store-optimization/skills/official/microsoft/dotnet/partner/arize-ai-observability-eval/SKILL.md

name, description, package

name	description	package
azure-mgmt-arizeaiobservabilityeval-dotnet	Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability into .NET applications. Triggers: "Arize AI", "ML observability", "ArizeAIObservabilityEval", "Arize organization".	Azure.ResourceManager.ArizeAIObservabilityEval

Azure.ResourceManager.ArizeAIObservabilityEval

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

Installation

dotnet add package Azure.ResourceManager.ArizeAIObservabilityEval --version 1.0.0

Package Info

Property	Value
Package	Azure.ResourceManager.ArizeAIObservabilityEval
Version	1.0.0 (GA)
API Version	2024-10-01
ARM Type	ArizeAi.ObservabilityEval/organizations
Dependencies	Azure.Core >= 1.46.2, Azure.ResourceManager >= 1.13.1

Environment Variables

AZURE_SUBSCRIPTION_ID=<your-subscription-id>
AZURE_TENANT_ID=<your-tenant-id>
AZURE_CLIENT_ID=<your-client-id>
AZURE_CLIENT_SECRET=<your-client-secret>

Authentication

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

// Always use DefaultAzureCredential
var credential = new DefaultAzureCredential();
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

Type	Purpose
ArizeAIObservabilityEvalOrganizationResource	Main ARM resource for Arize organizations
ArizeAIObservabilityEvalOrganizationCollection	Collection for CRUD operations
ArizeAIObservabilityEvalOrganizationData	Resource data model
ArizeAIObservabilityEvalOrganizationProperties	Organization properties
ArizeAIObservabilityEvalMarketplaceDetails	Azure Marketplace subscription info
ArizeAIObservabilityEvalOfferDetails	Marketplace offer configuration
ArizeAIObservabilityEvalUserDetails	User contact information
ArizeAIObservabilityEvalOrganizationPatch	Patch model for updates
ArizeAIObservabilityEvalSingleSignOnPropertiesV2	SSO configuration

Enums

Enum	Values
ArizeAIObservabilityEvalOfferProvisioningState	Succeeded, Failed, Canceled, Provisioning, Updating, Deleting, Accepted
ArizeAIObservabilityEvalMarketplaceSubscriptionStatus	PendingFulfillmentStart, Subscribed, Suspended, Unsubscribed
ArizeAIObservabilityEvalSingleSignOnState	Initial, Enable, Disable
ArizeAIObservabilityEvalSingleSignOnType	Saml, 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();

Links

• NuGet Package
• Azure SDK for .NET
• Arize AI