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articles/azure-functions/durable/TOC.yml

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href: durable-functions-disaster-recovery-geo-distribution.md
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- name: Data persistence and serialization
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href: durable-functions-serialization-and-persistence.md
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- name: Durable Task Scheduler
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- name: Durable task scheduler
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items:
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- name: Overview
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href: ./durable-task-scheduler/durable-task-scheduler.md
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- name: Quickstart
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href: ./durable-task-scheduler/quickstart-durable-task-scheduler.md
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- name: Develop
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href: ./durable-task-scheduler/develop-with-durable-task-scheduler.md
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- name: Monitor
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- name: Manage and monitor
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href: ./durable-task-scheduler/durable-task-scheduler-dashboard.md
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- name: Billing
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href: ./durable-task-scheduler/dts-dedicated-sku.md

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 Durable Task Scheduler (preview)
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description: Learn how to develop with the 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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author: lilyjma
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ms.topic: how-to
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ms.date: 02/27/2025
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zone_pivot_groups: dts-devexp
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---
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# Develop with the Durable Task Scheduler (preview)
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# Develop with the Azure Functions durable task scheduler (preview)
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The Durable Task Scheduler (DTS) 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'll 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'll 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 DTS.
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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 dts dashboard.
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[Learn more about DTS supported regions, plans, and the features it offers.](./durable-task-scheduler.md)
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Learn more about durable task scheduler [features](./durable-task-scheduler.md#feature-highlight), [supported regions](./durable-task-scheduler.md#considerations), and [plans](./durable-task-scheduler.md#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 DTS 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've already installed the DTS CLI extension, upgrade to the latest version.
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1. If you've 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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> DTS 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 needed for your app to access DTS.
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- **Top-level creation:** Requires you to [manually assign RBAC](#configure-identity-based-authentication-for-app-to-access-dts) to configure DTS access for your app.
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- **Function app integrated creation:** *(recommended)* automatically creates the managed identity resource and RBAC assignment needed for your app to access durable task scheduler.
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- **Top-level creation:** Requires you to [manually assign RBAC](#configure-identity-based-authentication-for-app-to-access-dts) to configure scheduler access for your app.
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> [!NOTE]
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> DTS 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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# [Function app integrated creation](#tab/function-app-integrated-creation)
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1. In the Azure portal, search for **Durable Task Scheduler** and select it from the results.
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:::image type="content" source="media/create-durable-task-scheduler/search-for-dts.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-dts.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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1. Get a list of all Durable Task Scheduler names within a subscription by running the following command.
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1. Get a list of all scheduler names within a subscription by running the following command.
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```azurecli
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az durabletask scheduler list --subscription <SUBSCRIPTION_ID>
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In the Azure portal, search for **Durable Task Scheduler** and select it from the results.
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:::image type="content" source="media/create-durable-task-scheduler/search-for-dts.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-dts.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/dts-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/dts-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 DTS
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## Configure identity-based authentication for app to access durable task scheduler
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DTS **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 de-provisioned.
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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 de-provisioned.
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The following sections demonstrate how to configure identity resources for your Durable Functions app to access a scheduler and its task hubs.
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The following sections demonstrate how to configure identity resources for your durable functions app to access a scheduler and its 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 DTS, 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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::: zone pivot="az-cli"
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- `DURABLE_TASK_SCHEDULER_CONNECTION_STRING`: the format of the string is `"Endpoint={DTS endpoint};Authentication=ManagedIdentity;ClientID={client id}"`, where *endpoint* is the DTS endpoint and *client id* is the managed identity client ID.
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- `DURABLE_TASK_SCHEDULER_CONNECTION_STRING`: the format of the string is `"Endpoint={DTS endpoint};Authentication=ManagedIdentity;ClientID={client id}"`, where *endpoint* is the scheduler endpoint and *client id* is the managed identity client ID.
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1. Get required information for DTS connection string.
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1. Get the required information for the durable task scheduler connection string.
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```
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1. Use the following command to add environment variable for the scheduler connection string to app.
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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. Add environment variable for durable task scheduler connection string.
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> [!NOTE]
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## Accessing DTS dashboard
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## Accessing durable task scheduler dashboard
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First, follow instructions below to gain access to the [DTS dashboard](./durable-task-scheduler-dashboard.md) by assigning the required role to your *developer identity (email)*. After granting access, go to `https://dashboard.durabletask.io/` and fill out the required information about your scheduler and task hub to see the dashboard.
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First, follow instructions below to gain access to the [durable task scheduler dashboard](./durable-task-scheduler-dashboard.md) by assigning the required role to your *developer identity (email)*. After granting access, go to `https://dashboard.durabletask.io/` and fill out the required information about your scheduler and task hub to see the dashboard.
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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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## Next steps
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Try out the [durable functions quickstart sample](quickstart-durable-task-scheduler.md).

articles/azure-functions/durable/durable-task-scheduler/dts-dedicated-sku.md

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title: Use the Dedicated SKU for Durable Task Scheduler (preview)
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description: Learn about how the Dedicated SKU in DTS.
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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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# Use the Dedicated SKU for Durable Task Scheduler (preview)
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# Use the Dedicated SKU for Azure Functions durable task scheduler (preview)
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- **A Capacity Unit (CU)** is a measure of the resources allocated to your Durable Task Scheduler. 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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- **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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Try out the [durable functions quickstart sample](quickstart-durable-task-scheduler.md).

articles/azure-functions/durable/durable-task-scheduler/durable-task-scheduler-dashboard.md

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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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# 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 orchestations effectively using the durable task scheduler dashboard. Once you [assign the *Durable Task Data Contributor* role to your developer identity](./develop-with-durable-task-scheduler.md#accessing-dts-dashboard), you can access the dashboard via either:
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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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