Get the access token required to access the specified Azure Data Explorer cluster.ĪcquireTokenResult = await msalInstance. The Azure AD directory, or tenant, determines the Azure AD authority URI. Example: An organization "Contoso" might have the tenant ID 12345678-a123-4567-b890-123a456b789c and the domain name. In many cases, the domain name of the organization may also be used to identity the Azure AD tenant. Each tenant has a tenant ID in the form of a GUID. Azure AD often refers to the directory as a tenant. Īzure AD is a multi-tenant service, and every organization can create an object called a directory that holds security-related objects such as user accounts and applications. Example: The resource ID for the help cluster is. The resource ID is the cluster URI without port information and path. The resource ID for which to issue the Azure AD access token. Authentication parametersĭuring the token acquisition process, the client needs to provide the following parameters: Parameter name For OBO and SPA authentication, the Kusto client libraries can't be used. This flow must be implemented with MSAL.įor user and application authentication, we recommend using the Kusto client libraries. ![]() Single page application (SPA) authentication: Allows client-side SPA web applications to sign in users and get tokens to access your cluster. On-behalf-of (OBO) authentication: Allows an application to exchange a token for said application with a token to access a Kusto service. User authentication: Used to verify the identity of human users.Īpplication authentication: Used to verify the identity of an application that needs to access resources without human intervention by using configured credentials. The main authentication scenarios are as follows: In this article, learn about the main authentication scenarios, the information to provide for successful authentication, and the use of MSAL for authentication. For other cases, we recommend using the Kusto client libraries as they simplify the authentication process. The direct use of MSAL to authenticate principals is primarily relevant in web applications that require On-behalf-of (OBO) authentication or Single Page Application (SPA) authentication. This article explains how to use MSAL to authenticate principals to your cluster. You can use one of the Microsoft Authentication Library (MSAL) flows to create an access token. This access token acts as proof of identity when issuing requests to your cluster. The following code shows how the Kusto Data Management service handles queued data ingestion without using the Kusto.Ingest library. ![]() Interaction with the service must be authenticated with Azure Active Directory (Azure AD). txt.To programmatically authenticate with your cluster, you need to request an access token from Azure Active Directory (Azure AD) specific to Azure Data Explorer. Microsoft’s Azure Data Explorer (ADX) is a fully managed data analytics service for real-time analysis optimized for data streaming and designed for data exploration. References to the messages are obtained from the Kusto Data Management (also known as the Ingestion) service. Whether you’re working with text, images, documents, or even audio and video files, Advanced Data Analysis is designed to support a multitude of formats, primarily focusing on data files like. The result? Faster, more accurate answers and a streamlined process to achieve your data objectives. Unlike standard chats where you might find yourself explaining data intricacies to the AI, this feature lets you upload files directly. The Advanced Data Analysis feature is not just a tool it’s a game-changer. Chuck shows how to activate, access, and optimize this feature, covering foundational tasks such as data reading, cleaning, visualization, and regression analysis. Imagine the possibilities: from exploring intricate datasets to crafting code and tackling empirical challenges, all with the backing of AI.įor those who appreciate visual aids, we’ve incorporated a tutorial video led by MIT Sloan PhD student Chuck Downing. You can write, test, and run code seamlessly within the platform. What’s Inside?ĬhatGPT’s Advanced Data Analysis function allows users to directly upload data to ChatGPT. Whether you’re an educator, researcher, data enthusiast, or simply curious about the evolving landscape of AI in education, this resource is for you. MIT Sloan Teaching & Learning Technologies is excited to introduce our new guide to ChatGPT’s Advanced Data Analysis feature (formerly called Code Interpreter).
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