Generated banner for Azure Mgmt Arizeaiobservabilityeval Dotnet
Generated logo for Azure Mgmt Arizeaiobservabilityeval Dotnet

Azure Mgmt Arizeaiobservabilityeval Dotnet

MicrosoftOfficialCreated by Microsoft

  • Skill
  • Tool integration
  • Cloud and DevOps
  • MIT
  • No issues found

From the author

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".
— the description by Microsoft

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

The Azure.ResourceManager.ArizeAIObservabilityEval SDK provides a .NET interface for interacting with Arize AI resources hosted on Azure. It enables developers to programmatically manage Arize AI organizations, including creation, updates, retrieval, and deletion, while handling Azure Marketplace integration details directly within .NET applications.

What it does

  • Provides CRUD operations for Arize AI organizations on Azure
  • Integrates Azure Marketplace subscription details for Arize AI
  • Supports asynchronous operations for resource management
  • Allows for patching and updating existing organization configurations
  • Enables direct resource access via unique identifiers
  • Includes models for SSO configuration and user details

When to use it

  • When automating the provisioning of Arize AI resources within Azure
  • When integrating Arize AI organization management into a .NET backend
  • When managing Azure Marketplace subscriptions for Arize AI programmatically
  • When building custom dashboards or tools to monitor Arize AI organization states

Advantages

  • Native .NET integration with Azure Resource Manager
  • Supports standard asynchronous patterns for long-running operations
  • Provides type-safe models for complex resource properties
  • Simplifies error handling using standard Azure SDK exceptions

Usage examples

“How do I create a new Arize AI organization using the .NET SDK?”
The agent provides a code snippet demonstrating the instantiation of ArizeAIObservabilityEvalOrganizationData and the use of CreateOrUpdateAsync to provision the resource.
“Show me how to list all Arize AI organizations in my resource group.”
The agent provides an example using the GetArizeAIObservabilityEvalOrganizations method on a resource group object to iterate through available organizations.
“How can I update the tags for an existing Arize AI organization?”
The agent demonstrates fetching the organization resource and applying a patch using the UpdateAsync method with ArizeAIObservabilityEvalOrganizationPatch.
“How do I handle errors when checking if an Arize AI organization exists?”
The agent shows a try-catch block specifically handling Azure.RequestFailedException with a 404 status code.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/microsoft/azure-mgmt-arizeaiobservabilityeval-dotnet/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip azure-mgmt-arizeaiobservabilityeval-dotnet.zip -d .agents/skills

Documentation by Microsoft

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

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 = "[email protected]"
        }
    },
    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();

Files

LICENSE

    MIT License

    Copyright (c) Microsoft Corporation.

    Permission is hereby granted, free of charge, to any person obtaining a copy
    of this software and associated documentation files (the "Software"), to deal
    in the Software without restriction, including without limitation the rights
    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
    copies of the Software, and to permit persons to whom the Software is
    furnished to do so, subject to the following conditions:

    The above copyright notice and this permission notice shall be included in all
    copies or substantial portions of the Software.

    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    SOFTWARE

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Security

No issues found by our static scan· No issues found

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Created by
Microsoft
Publisher
Microsoft (Official)
Source
microsoft/skills · .github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet · commit 0696600
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by Microsoft.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download azure-mgmt-arizeaiobservabilityeval-dotnet.zip