Manage Arize AI Resources on Azure

This skill covers Azure.ResourceManager.ArizeAIObservabilityEval, the .NET SDK for managing Arize AI Observability and Evaluation resources on Azure (v1.0.0 GA, API version 2024-10-01, ARM type ArizeAi.ObservabilityEval/organizations). Core workflows: creating an Arize AI organization via ArizeAIObservabilityEvalOrganizationData with a location, Marketplace subscription/offer details (publisher, offer, plan, and term IDs), a User contact block (first/last name, email), and tags, submitted as a long-running CreateOrUpdateAsync operation; retrieving an organization by name directly, by first checking ExistsAsync, or via GetIfExistsAsync to avoid exceptions on a missing resource; listing organizations scoped to a resource group or an entire subscription; updating an organization's tags via ArizeAIObservabilityEvalOrganizationPatch; deleting an organization; and accessing a resource directly by its ARM resource identifier without listing first. Key types include the OrganizationResource, its Collection, Data, Properties, MarketplaceDetails, OfferDetails, UserDetails, Patch model, and SingleSignOnPropertiesV2 for SSO configuration. Documented enums cover OfferProvisioningState (Succeeded/Failed/Canceled/Provisioning/Updating/Deleting/Accepted), MarketplaceSubscriptionStatus (PendingFulfillmentStart/Subscribed/Suspended/Unsubscribed), and SingleSignOnState/SingleSignOnType (Saml, OpenId).

Use it for provisioning-time and management-plane operations on Arize AI Observability and Evaluation organizations in Azure via ARM - creating, reading, listing, updating tags on, or deleting an organization resource, or configuring its Marketplace subscription and SSO. Do not treat its output as a substitute for environment-specific validation or expert review.

Given ARM identifiers (subscription, resource group, organization name) and typed data objects (ArizeAIObservabilityEvalOrganizationData, its Patch model), it produces ARM long-running operations returning an ArizeAIObservabilityEvalOrganizationResource, or throws Azure.RequestFailedException on failure - the documented pattern catches status 404 specifically for a missing organization before a generic handler reports the Azure error message.

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

Depends on Azure.Core >= 1.46.2 and Azure.ResourceManager >= 1.13.1, authenticates via DefaultAzureCredential, and reads AZURE_SUBSCRIPTION_ID, AZURE_TENANT_ID, AZURE_CLIENT_ID, and AZURE_CLIENT_SECRET as environment variables. The organization creation flow ties into Azure Marketplace directly - OfferDetails carries the publisher ID, offer ID, plan ID and name, and billing term unit/ID needed to attach an Arize AI Marketplace subscription to the new organization resource.

.NET developers provisioning and managing Arize AI Observability and Evaluation resources on Azure who want production patterns: async methods throughout, WaitUntil.Completed or manual polling for long-running operations, GetIfExistsAsync for conditional logic without exception-driven control flow, retry policies configured via ArmClientOptions, direct resource-identifier access to skip unnecessary listing calls, properly disposed clients via using statements, and using GetAllAsync at either resource-group or subscription scope depending on how broad the organization listing needs to be.