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Copy file name to clipboardExpand all lines: articles/azure-functions/durable/durable-task-scheduler/develop-with-durable-task-scheduler.md
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---
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title: Develop with the Azure Functions durable task scheduler (preview)
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description: Learn how to develop with the Azure Functions durable task scheduler and task hub resources.
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title: Develop with the Azure Functions Durable Task Scheduler (preview)
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description: Learn how to develop with the Azure Functions Durable Task Scheduler and task hub resources.
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ms.topic: how-to
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ms.date: 03/19/2025
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zone_pivot_groups: dts-devexp
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---
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# Develop with the Azure Functions durable task scheduler (preview)
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# Develop with the Azure Functions Durable Task Scheduler (preview)
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The Azure Functions durable task scheduler is a highly performant, fully managed backend provider for durable functions with an [out-of-the-box monitoring dashboard](./durable-task-scheduler-dashboard.md). In this article, you learn how to:
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The Azure Functions Durable Task Scheduler is a highly performant, fully managed backend provider for Durable Functions with an [out-of-the-box monitoring dashboard](./durable-task-scheduler-dashboard.md). In this article, you learn how to:
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> [!div class="checklist"]
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> * Create a scheduler and task hub.
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> * Configure identity-based authentication for your application to access durable task scheduler.
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> * Monitor the status of your app and task hub on the durable task scheduler dashboard.
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> * Configure identity-based authentication for your application to access Durable Task Scheduler.
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> * Monitor the status of your app and task hub on the Durable Task Scheduler dashboard.
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Learn more about durable task scheduler[features](./durable-task-scheduler.md#feature-highlights), [supported regions](./durable-task-scheduler.md#limitations-and-considerations), and [plans](./durable-task-scheduler.md#limitations-and-considerations).
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Learn more about Durable Task Scheduler[features](./durable-task-scheduler.md#feature-highlights), [supported regions](./durable-task-scheduler.md#limitations-and-considerations), and [plans](./durable-task-scheduler.md#limitations-and-considerations).
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::: zone pivot="az-cli"
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az upgrade
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```
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1. Install the durable task scheduler CLI extension.
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1. Install the Durable Task Scheduler CLI extension.
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```azurecli
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az extension add --name durabletask
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```
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1. If you already installed the durable task scheduler CLI extension, upgrade to the latest version.
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1. If you already installed the Durable Task Scheduler CLI extension, upgrade to the latest version.
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```azurecli
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az extension add --upgrade --name durabletask
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::: zone pivot="az-cli"
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> [!NOTE]
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> Durable task scheduler currently supports apps hosted in the **App Service** and **Functions Premium** plans only.
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> Durable Task Scheduler currently supports apps hosted in the **App Service** and **Functions Premium** plans only.
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1. Create a resource group.
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::: zone pivot="az-portal"
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You can create a scheduler and task hub on Azure portal via two ways:
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- **Function app integrated creation:***(recommended)* automatically creates the managed identity resource and RBAC assignment, plus configures required environment variables for your app to access durable task scheduler.
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- **Function app integrated creation:***(recommended)* automatically creates the managed identity resource and RBAC assignment, plus configures required environment variables for your app to access Durable Task Scheduler.
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- **Top-level creation:** Requires you to [manually assign RBAC permission](#configure-identity-based-authentication-for-app-to-access-durable-task-scheduler) to configure scheduler access for your app.
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> [!NOTE]
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> Durable task scheduler currently supports apps hosted in the **App Service** and **Functions Premium** plans, so this experience is available only when either of these plan types is picked.
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> Durable Task Scheduler currently supports apps hosted in the **App Service** and **Functions Premium** plans, so this experience is available only when either of these plan types is picked.
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1. In the Azure portal, search for**Durable Task Scheduler** and selectit from the results.
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:::image type="content" source="media/create-durable-task-scheduler/search-for-durable-task-scheduler.png" alt-text="Screenshot of searching for the durable task scheduler in the portal.":::
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:::image type="content" source="media/create-durable-task-scheduler/search-for-durable-task-scheduler.png" alt-text="Screenshot of searching for the Durable Task Scheduler in the portal.":::
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1. Click **Create** to open the **Azure Functions: Durable Task Scheduler (preview)** pane.
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:::image type="content" source="media/create-durable-task-scheduler/top-level-create-form.png" alt-text="Screenshot of the create page for the durable task scheduler.":::
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:::image type="content" source="media/create-durable-task-scheduler/top-level-create-form.png" alt-text="Screenshot of the create page for the Durable Task Scheduler.":::
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1. Fill out the fields in the **Basics** tab. Click **Review + create**. Once the validation passes, click **Create**.
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::: zone-end
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## View all durable task scheduler resources in a subscription
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## View all Durable Task Scheduler resources in a subscription
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::: zone pivot="az-cli"
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In the Azure portal, search for**Durable Task Scheduler** and selectit from the results.
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:::image type="content" source="media/create-durable-task-scheduler/search-for-durable-task-scheduler.png" alt-text="Screenshot of searching for the durable task scheduler service in the portal.":::
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:::image type="content" source="media/create-durable-task-scheduler/search-for-durable-task-scheduler.png" alt-text="Screenshot of searching for the Durable Task Scheduler service in the portal.":::
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You can see the list of scheduler resources created in all subscriptions you have access to.
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::: zone-end
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## View all task hubs in a durable task scheduler
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## View all task hubs in a Durable Task Scheduler
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::: zone pivot="az-cli"
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You can see all the task hubs created in a scheduler on the **Overview** of the resource on Azure portal.
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:::image type="content" source="media/create-durable-task-scheduler/durable-task-scheduler-overview-portal.png" alt-text="Screenshot of overview tab of durable task scheduler in the portal.":::
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:::image type="content" source="media/create-durable-task-scheduler/durable-task-scheduler-overview-portal.png" alt-text="Screenshot of overview tab of Durable Task Scheduler in the portal.":::
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::: zone-end
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::: zone-end
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## Configure identity-based authentication for app to access durable task scheduler
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## Configure identity-based authentication for app to access Durable Task Scheduler
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Durable task scheduler**only** supports either *user-assigned* or *system-assigned* managed identity authentication. **User-assigned identities are recommended,** as they aren't tied to the lifecycle of the app and can be reused after the app is deprovisioned.
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Durable Task Scheduler**only** supports either *user-assigned* or *system-assigned* managed identity authentication. **User-assigned identities are recommended,** as they aren't tied to the lifecycle of the app and can be reused after the app is deprovisioned.
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The following are the durable task scheduler related roles you can grant to an identity:
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The following are the Durable Task Scheduler related roles you can grant to an identity:
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- **Durable Task Data Contributor**: Role for all data access operations. This role is a superset of all other roles.
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- **Durable Task Worker**: Role used by worker applications to interact with the durable task scheduler. Assign this role if your app is used *only* for processing orchestrations, activities, and entities.
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- **Durable Task Data Reader**: Role to read all durable task scheduler data. Assign this role if you only need a list of orchestrations and entities payloads.
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- **Durable Task Worker**: Role used by worker applications to interact with the Durable Task Scheduler. Assign this role if your app is used *only* for processing orchestrations, activities, and entities.
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- **Durable Task Data Reader**: Role to read all Durable Task Scheduler data. Assign this role if you only need a list of orchestrations and entities payloads.
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> [!NOTE]
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> Most durable functions apps would require the Durable Task Data Contributor role.
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> Most Durable Functions apps would require the Durable Task Data Contributor role.
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The following sections demonstrate how to grant permissions to an identity resource and configure your durable functions app to use the identity for access to schedulers and task hubs.
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The following sections demonstrate how to grant permissions to an identity resource and configure your Durable Functions app to use the identity for access to schedulers and task hubs.
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### Assign RBAC (role-based access control) to managed identity resource
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### Assign managed identity to your app
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Now that the identity has the required RBAC to access durable task scheduler, you need to assign it to your function app.
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Now that the identity has the required RBAC to access Durable Task Scheduler, you need to assign it to your function app.
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1. Get the required information for the durable task scheduler connection string.
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1. Get the required information for the Durable Task Scheduler connection string.
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To get the scheduler endpoint.
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1. Get the required information for the durable task scheduler connection string.
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1. Get the required information for the Durable Task Scheduler connection string.
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To get your scheduler endpoint, navigate to the **Overview** tab of your scheduler resource and find "Endpoint"in the top *Essentials* section.
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1. In the left menu, click **Settings**>**Environment variables**.
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> [!NOTE]
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> If you use system-assigned identity, your connection string would *not* need the client ID of the identity resource: `"Endpoint={scheduler endpoint};Authentication=ManagedIdentity"`.
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## Accessing durable task scheduler dashboard
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## Accessing Durable Task Scheduler dashboard
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Assign the required role to your *developer identity (email)* to gain access to the [durable task scheduler dashboard](./durable-task-scheduler-dashboard.md).
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Assign the required role to your *developer identity (email)* to gain access to the [Durable Task Scheduler dashboard](./durable-task-scheduler-dashboard.md).
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## Auto scaling in Functions Premium plan
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For durable task scheduler apps on the Functions Premium plan, enable the *Runtime Scale Monitoring* setting to get auto scaling of the app.
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For Durable Task Scheduler apps on the Functions Premium plan, enable the *Runtime Scale Monitoring* setting to get auto scaling of the app.
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1. In the portal overview of your functionapp, navigate to **Settings**>**Configuration**.
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1. Under the **Function runtime settings** tab, turn on **Runtime Scale Monitoring**.
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:::image type="content" source="media/develop-with-durable-task-scheduler/runtime-scale-monitoring.png" alt-text="Screenshot of searching for durable task scheduler in the portal.":::
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::: zone-end
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## Next steps
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Try out the [Durable Functions quickstart sample](quickstart-durable-task-scheduler.md).
Copy file name to clipboardExpand all lines: articles/azure-functions/durable/durable-task-scheduler/durable-task-scheduler-dashboard.md
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---
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title: Debug and manage orchestrations using the Azure Functions durable task scheduler dashboard (preview)
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description: Learn how to debug and manage your orchestrations using the Azure Functions durable task scheduler.
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title: Debug and manage orchestrations using the Azure Functions Durable Task Scheduler dashboard (preview)
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description: Learn how to debug and manage your orchestrations using the Azure Functions Durable Task Scheduler.
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ms.topic: conceptual
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ms.date: 03/17/2025
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---
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# Debug and manage orchestrations using the Azure Functions durable task scheduler dashboard (preview)
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# Debug and manage orchestrations using the Azure Functions Durable Task Scheduler dashboard (preview)
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Observe, manage, and debug your task hub or scheduler's orchestrations effectively using the durable task scheduler dashboard. The dashboard is available when you run the [durable task scheduler emulator](./durable-task-scheduler.md#emulator-for-local-development) locally or create a scheduler resource on Azure.
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Observe, manage, and debug your task hub or scheduler's orchestrations effectively using the Durable Task Scheduler dashboard. The dashboard is available when you run the [Durable Task Scheduler emulator](./durable-task-scheduler.md#emulator-for-local-development) locally or create a scheduler resource on Azure.
-**Creating a scheduler resource on Azure** requires that you [assign the *Durable Task Data Contributor* role to your identity](./develop-with-durable-task-scheduler.md#accessing-durable-task-scheduler-dashboard). You can then access the dashboard via either:
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## Next steps
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[Try out the quickstart to see the Durable Task Scheduler dashboard in action](./quickstart-durable-task-scheduler.md)
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title: Use the Dedicated SKU for Azure Functions durable task scheduler (preview)
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description: Learn about how the Dedicated SKU in Azure Functions durable task scheduler.
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title: Use the Dedicated SKU for Azure Functions Durable Task Scheduler (preview)
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description: Learn about how the Dedicated SKU in Azure Functions Durable Task Scheduler.
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ms.topic: conceptual
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ms.date: 03/17/2025
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# Use the Dedicated SKU for Azure Functions durable task scheduler (preview)
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# Use the Dedicated SKU for Azure Functions Durable Task Scheduler (preview)
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Durable task scheduler currently offers the Dedicated SKU only. In this article, you'll learn:
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Durable Task Scheduler currently offers the Dedicated SKU only. In this article, you'll learn:
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- What the Dedicated SKU provides
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- How you're billed
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- Relevant concepts such as *capacity unit* and *work item*
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## Dedicated SKU concepts
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You're billed based on the number of "Capacity Units (CUs)" purchased. In the durable task scheduler context:
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You're billed based on the number of "Capacity Units (CUs)" purchased. In the Durable Task Scheduler context:
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-**A Capacity Unit (CU)** is a measure of the resources allocated to your scheduler resource. Each CU represents a preallocated amount of CPU, memory, and storage resources. A single CU guarantees the dispatch of a number of *work items* and provides a defined amount of storage. If extra performance and/or storage is needed, more CUs can be purchased.
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-**Work item** is a message dispatched by the durable task scheduler to an application, triggering the execution of orchestrator, activity, or entity functions. The number of work items that can be dispatched per second is determined by the CUs allocated to the scheduler.
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-**Work item** is a message dispatched by the Durable Task Scheduler to an application, triggering the execution of orchestrator, activity, or entity functions. The number of work items that can be dispatched per second is determined by the CUs allocated to the scheduler.
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The following table explains the minimum cost and features provided with each CU.
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## Determine the number of Capacity Units needed
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> [!NOTE]
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> Durable task scheduler supports purchasing only **one capacity unit** at the moment.
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> Durable Task Scheduler supports purchasing only **one capacity unit** at the moment.
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To determine whether one unit is sufficient for your workload, follow these steps:
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1.**Understand how to identify the number of work items per orchestration**
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- Starting an orchestration consumes a single work item.
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- Each schedule of an activity run consumes another work item.
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- Each response sent back to the durable task scheduler consumes another work item.
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- Each response sent back to the Durable Task Scheduler consumes another work item.
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1.**Estimate monthly orchestrations**
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Calculate the total number of orchestrations you need to run per month.
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## Next steps
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Try out the [Durable Functions quickstart sample](quickstart-durable-task-scheduler.md).
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