Agent skill
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".
Install this agent skill to your Project
npx add-skill https://github.com/microsoft/skills/tree/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet
SKILL.md
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
- Use async methods — All operations support async/await
- Handle long-running operations — Use
WaitUntil.Completedor poll manually - Use GetIfExistsAsync — Avoid exceptions for conditional logic
- Implement retry policies — Configure via
ArmClientOptions - Use resource identifiers — For direct resource access without listing
- Close clients properly — Use
usingstatements 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
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