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First, find your Web PubSub resource from **Azure Portal** and copy out the connection string under **Keys**. Then, navigate to Function App settings in **Azure Portal** -> **Settings** -> **Environment variables**. And add a new item under **App settings**, with name equals `WebPubSubConnectionString` and value is your Web PubSub resource connection string.
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First, find your Web PubSub resource from **Azure portal** and copy out the connection string under **Keys**. Then, navigate to Function App settings in **Azure portal** -> **Settings** -> **Environment variables**. And add a new item under **App settings**, with name equals `WebPubSubConnectionString` and value is your Web PubSub resource connection string.
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## Configure the Web PubSub service `Event Handler`
Copy file name to clipboardExpand all lines: articles/azure-web-pubsub/tutorial-serverless-notification.md
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```
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> [!NOTE]
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> Here we are deploying local settings `local.settings.json` together with command parameter `--publish-local-settings`. If you're using Microsoft Azure Storage Emulator, you can type`no` to skip overwriting this value on Azure following the prompt message: `App setting AzureWebJobsStorage is different between azure and local.settings.json, Would you like to overwrite value in azure? [yes/no/show]`. Besides, you can update Function App settings in**Azure Portal** ->**Settings** ->**Configuration**.
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> Here we are deploying local settings `local.settings.json` together with command parameter `--publish-local-settings`. If you're using Microsoft Azure Storage Emulator, you can type`no` to skip overwriting this value on Azure following the prompt message: `App setting AzureWebJobsStorage is different between azure and local.settings.json, Would you like to overwrite value in azure? [yes/no/show]`. Besides, you can update Function App settings in**Azure portal** ->**Settings** ->**Configuration**.
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1. Now you can check your site from Azure Function App by navigating to URL: `https://<FUNCIONAPP_NAME>.azurewebsites.net/api/index`.
Copy file name to clipboardExpand all lines: articles/cost-management-billing/manage/manage-billing-across-tenants.md
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|Security | The users that you invite to share your billing account follow their tenant's security policies. | The users that you invite to share your billing account follow your tenant's security policies. |
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|Access | The users get access to your billing account in their own tenant and can manage billing and make purchases without switching tenants. | External guest identities are created for users in your tenant and these identities get access to your billing account. Users would have to switch tenant to manage billing and make purchases. |
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## Understanding Guest Users in Azure Portal
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## Understanding Guest Users in Azure portal
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A guest user (also known as guested user or B2B user) is an external user who has been invited to access resources within an Azure Active Directory (Azure AD) tenant. Typically, this user has a primary identity in another Azure AD tenant or identity provider and receives access via Azure AD B2B (business-to-business) collaboration features. Once invited, the guest user appears in the inviting organization’s directory and can be assigned roles and permissions just like any other user.
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### Accessing the Azure Portal
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### Accessing the Azure portal
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The guest user must sign in to the [Azure Portal](https://portal.azure.com/) using their own organization’s credentials. Upon successful authentication, they should select the host directory (the client organization) from the top-right user menu in the Azure Portal if they are members of multiple tenants.
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The guest user must sign in to the [Azure portal](https://portal.azure.com/) using their own organization’s credentials. Upon successful authentication, they should select the host directory (the client organization) from the top-right user menu in the Azure portal if they are members of multiple tenants.
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### Navigation and User Interface
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## Troubleshooting Common Issues for Guest Users
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- Access Denied Errors: Ensure correct roles are assigned and the guest has accepted the invitation.
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- Directory Not Found: Instruct the user to switch directories in the Azure Portal.
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- Directory Not Found: Instruct the user to switch directories in the Azure portal.
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- Resource Visibility: Confirm that the user’s roles map to the correct billing profiles or invoice sections.
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## Move Microsoft 365 subscriptions to a billing tenant
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- Assign billing roles to external users (outside of your primary tenant) if they are part of an associated tenant
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- If tenants are not associated, [create guest users in primary tenant and assign roles](#add-guest-users-to-your-microsoft-customer-agreement-tenant).
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## Understanding Guest Users in Azure Portal
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## Understanding Guest Users in Azure portal
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A guest user (also known as guested user or B2B user) is an external user who has been invited to access resources within an Azure Active Directory (Azure AD) tenant. Typically, this user has a primary identity in another Azure AD tenant or identity provider and receives access via Azure AD B2B (business-to-business) collaboration features. Once invited, the guest user appears in the inviting organization’s directory and can be assigned roles and permissions just like any other user.
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### Accessing the Azure Portal
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### Accessing the Azure portal
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The guest user must sign in to the [Azure portal](https://portal.azure.com/) using their own organization’s credentials. Upon successful authentication, they should select the host directory (the client organization) from the top-right user menu in the Azure portal if they are members of multiple tenants.
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## Troubleshooting Common Issues for Guest Users
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- Access Denied Errors: Ensure correct roles are assigned and the guest has accepted the invitation.
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- Directory Not Found: Instruct the user to switch directories in the Azure Portal.
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- Directory Not Found: Instruct the user to switch directories in the Azure portal.
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- Resource Visibility: Confirm that the user’s roles map to the correct billing profiles or invoice sections.
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## Manage multiple Microsoft cloud services under a Microsoft Entra tenant
Copy file name to clipboardExpand all lines: articles/cost-management-billing/reservations/agent-pre-purchase.md
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Save on select services across Microsoft Foundry, Microsoft Copilot Studio*, Microsoft Fabric, and GitHub costs when you buy a prepurchase plan. Prepurchase plans are commit units (CUs) bought at discounted tiers in your purchasing currency for a specific product. The more you buy, the greater the discount. Purchased CUs pay down qualifying costs in US dollars (USD). So, for example if Microsoft Copilot Studio or Microsoft Foundry generates a retail cost of $100 based on Copilot Credit and Microsoft Foundry usage, then 100 Agent CUs (ACUs) are consumed.
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Your Microsoft Agent prepurchase plan automatically uses your ACUs to pay for eligible Copilot and AI Foundry usage during its one-year term or until Agent CUs run out. Your prepurchase plan Agent CUs start paying for your Copilot Credit and Microsoft Foundry usage without having to redeploy or reassign the plan. By default, plans are configured to renew at the end of the one-year term.
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Your Microsoft Agent prepurchase plan automatically uses your ACUs to pay for eligible Copilot and Microsoft Foundry usage during its one-year term or until Agent CUs run out. Your prepurchase plan Agent CUs start paying for your Copilot Credit and Microsoft Foundry usage without having to redeploy or reassign the plan. By default, plans are configured to renew at the end of the one-year term.
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*Covers Copilot Credits-enabled agentic services: Microsoft Copilot Studio, Dynamics 365 first-party agents, and Copilot. Microsoft reserves the right to update Copilot Credit-eligible products.
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:::image type="content" source="./media/agentprepurchase/services-covered-screenshot-v2.jpg" alt-text="Screenshot showing services covered by Microsoft Agent prepurchase plan." lightbox="./media/agentprepurchase/services-covered-screenshot-v2.jpg":::
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## Prerequisites
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To buy a prepurchase plan, you must have one of the following Azure subscriptions and roles:
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### Understanding benefit overlap
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**What is overlap?** Overlap occurs when multiple benefits can cover the same usage. For example:
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- Copilot credits are eligible for both Copilot Credit prepurchase plan and Microsoft Agent prepurchase plan
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- Microsoft Foundry PTU workloads are eligible for both Microsoft Foundry PTU reservations and Microsoft Agent prepurchase plan
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- Microsoft Agent prepurchase plan: 20,000 ACUs
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**How benefits apply:**
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1. Copilot workloads consume Copilot Credit prepurchase plan first (up to 5,000 CCCUs)
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2. Additional Copilot usage draws from Microsoft Agent prepurchase plan
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3. Microsoft Foundry usage draws from Microsoft Agent prepurchase plan
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- Microsoft Agent prepurchase plan: 25,000 CUs
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**How benefits apply:**
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1. Foundry PTU reservation covers first 15 PTUs
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1.Microsoft Foundry PTU reservation covers first 15 PTUs
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2. Overflow PTU usage draws from Agent prepurchase plan
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3. All Copilot usage draws from remaining Agent prepurchase plan
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#### Scenario 4: Complete coverage (all three benefits)
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**What you have:**
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- Microsoft Foundry PTU reservation: 10 PTUs
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- Copilot Credit prepurchase plan: 3,000 CUs
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- Microsoft Agent prepurchase plan: 15,000 CUs
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**How benefits apply:**
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1. Foundry reservation covers PTU usage (up to 10 PTUs)
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1.Microsoft Foundry reservation covers PTU usage (up to 10 PTUs)
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2. Copilot Credit prepurchase plan covers Copilot usage (up to 3,000 CUs)
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3. Agent prepurchase plan covers overflow from both platforms
Copy file name to clipboardExpand all lines: articles/digital-twins/concepts-data-ingress-egress.md
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You can also use data history in combination with [Azure Synapse Analytics](../synapse-analytics/overview-what-is.md) to aggregate data from disparate sources. This can be useful in many scenarios. Here are two examples:
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* Combine information technology (IT) data from ERP or CRM systems (like Dynamics 365, SAP, or Salesforce) with operational technology (OT) data from IoT devices and production management systems. For an example that illustrates how a company might combine this data, see the following blog post: [Integrating IT and OT Data with Azure Digital Twins, Azure Data Explorer, and Azure Synapse](https://techcommunity.microsoft.com/t5/internet-of-things-blog/integrating-it-and-ot-data-with-azure-digital-twins-azure-data/ba-p/3401981).
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* Integrate with the Azure AI and Azure AI services[Multivariate Anomaly Detector](/azure/ai-services/anomaly-detector/overview), to quickly connect your Azure Digital Twins data with a downstream AI/machine learning solution that specializes in anomaly detection. The [Azure Digital Twins Multivariate Anomaly Detection Toolkit](/samples/azure-samples/digital-twins-mvad-integration/adt-mvad-integration/) is a sample project that provides a workflow for training multiple Multivariate Anomaly Detector models for several scenario analyses, based on historical digital twin data. It then leverages the trained models to detect abnormal operations and anomalies in modeled Azure Digital Twins environments, in near real-time.
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* Integrate with the Azure AI and Foundry Tools[Multivariate Anomaly Detector](/azure/ai-services/anomaly-detector/overview), to quickly connect your Azure Digital Twins data with a downstream AI/machine learning solution that specializes in anomaly detection. The [Azure Digital Twins Multivariate Anomaly Detection Toolkit](/samples/azure-samples/digital-twins-mvad-integration/adt-mvad-integration/) is a sample project that provides a workflow for training multiple Multivariate Anomaly Detector models for several scenario analyses, based on historical digital twin data. It then leverages the trained models to detect abnormal operations and anomalies in modeled Azure Digital Twins environments, in near real-time.
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## Managed identity for accessing other resources
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Setting up an[Microsoft Entra ID](../active-directory/fundamentals/active-directory-whatis.md)*managed identity* for an Azure Digital Twins instance can allow the instance to easily access other Microsoft Entra protected resources, such as [Azure Key Vault](/azure/key-vault/general/overview). The identity is managed by the Azure platform, and doesn't require you to provision or rotate any secrets. For more about managed identities in Microsoft Entra ID, see [Managed identities for Azure resources](../active-directory/managed-identities-azure-resources/overview.md).
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Setting up a[Microsoft Entra ID](../active-directory/fundamentals/active-directory-whatis.md)*managed identity* for an Azure Digital Twins instance can allow the instance to easily access other Microsoft Entra protected resources, such as [Azure Key Vault](/azure/key-vault/general/overview). The identity is managed by the Azure platform, and doesn't require you to provision or rotate any secrets. For more about managed identities in Microsoft Entra ID, see [Managed identities for Azure resources](../active-directory/managed-identities-azure-resources/overview.md).
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Azure Digital Twins supports both types of managed identities, *system-assigned* and *user-assigned*.
Copy file name to clipboardExpand all lines: articles/digital-twins/how-to-create-app-registration.md
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# Create an app registration to use with Azure Digital Twins
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This article describes how to create an[Microsoft Entra ID](../active-directory/fundamentals/active-directory-whatis.md)*app registration* that can access Azure Digital Twins. This article includes steps for the [Azure portal](https://portal.azure.com) and the [Azure CLI](/cli/azure/what-is-azure-cli).
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This article describes how to create a[Microsoft Entra ID](../active-directory/fundamentals/active-directory-whatis.md)*app registration* that can access Azure Digital Twins. This article includes steps for the [Azure portal](https://portal.azure.com) and the [Azure CLI](/cli/azure/what-is-azure-cli).
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When working with Azure Digital Twins, it's common to interact with your instance through client applications. Those applications need to authenticate with Azure Digital Twins, and some of the [authentication mechanisms](how-to-authenticate-client.md) that apps can use involve an app registration.
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