Recurring integrations

Recurring integration does the following things:

  • It builds on data entities and the Data management framework.

  • It enables the exchange of documents or files between finance and operations and any third-party application or service.

  • It supports several document formats, source mapping, Extensible Stylesheet Language Transformations (XSLT), and filters.

    Document/file exchange in several document formats.

  • It uses secure REST application programming interfaces (APIs) and authorization mechanisms to receive data from, and send data back to, integration systems.

    Set up recurring integrations.

Authorization for the integration REST API

The integration REST API uses the same OAuth 2.0 authentication model as the other service endpoints. Before the integrating client application can consume this endpoint, you must create an application ID in Microsoft Entra ID (Azure AD) and give it appropriate permission to the application. When you create and enable a recurring job, enter the Azure AD application ID that interacts with that recurring job. Therefore, be sure to make a note of the application ID.


This feature is not supported with Dynamics 365 Finance + Operations (on-premises).

Set up a data project and recurring data jobs

Create a data project

  1. On the main dashboard, select the Data management tile to open the Data management workspace.

  2. Select the Import or Export tile to create a new data project.


    If you have an existing data project, select Load project on the card for any data project on the Data projects tab.

  3. Enter a valid job name, data source, and entity name.

  4. Upload a data file for one or more entities. Make sure that each entity is added, and that no errors occur.


    You can select each entity data card to set up, review, or modify field maps, and to set up XSLT-based transforms that must be applied to inbound data. For export data projects, the entity card also shows a filter link, so that you can set up filters to filter data. Currently, all recurring data jobs in a data project use the same filter.

  5. Select Save.

Create a recurring data job

  1. On the Data project page, select Create recurring data job.

  2. Enter a valid name and a description for the recurring data job.

  3. On the Set up authorization policy tab, enter the application ID that was generated for your application, and mark it as enabled.

  4. Expand Advanced options tab, and specify either File or Data package.

    • File – Your external integration pushes individual files so that they can be processed via this recurring data job. In this case, the format of the file that is expected is the same as the format that was specified when the entity was added to the data project.
    • Data package – You can push only data package files for processing. A data package is a new format that lets you submit multiple data files as a single unit that can be used in integration jobs.
    • Process messages in order – You can enable this option to force sequential processing of incoming files in an import scenario. This option is only applicable to files and not data packages.
  5. Select Set processing recurrence, and then, in the Define recurrence dialog box, set up a valid recurrence for your data job.

  6. Optional: Select Set monitoring recurrence, and set up a monitoring recurrence.


    Currently, monitoring recurrence enables load monitoring only on the queue for your recurring data job. No additional policies are supported via this service. You can use this feature to fine-tune the processing recurrence as the load demand requires.

  7. Select OK, and then select Yes in the confirmation message box.

For more information, see Process and consume data packages in the finance and operations solutions.

Manage recurring data jobs

  1. In the System administration workspace (not the System administration module), select the Data Management IT workspace.

  2. In the workspace, on the Recurring data job tab, select the recurring job to view the details. The Manage scheduled data jobs page contains a grid that lists any messages that are waiting in the queue. Therefore, you can monitor messages and the processing status.

    Manage scheduled data jobs.

Clean up recurring data job messages

To clean up recurring data job messages, follow these steps.

  1. Go to the System administration workspace (not the System administration module).
  2. Select the Data Management IT workspace.
  3. In the workspace, on the Recurring data jobs tab, select the recurring data job to open the Manage scheduled data jobs page.
  4. Select the group under Processing group to open the Data management project that the recurring jobs are based on.
  5. Select Manage -> Manage recurring data jobs. The Manage scheduled data jobs page opens.
  6. Select Manage messages.
  7. Select Message clean up.
  8. In the Message clean up window, configure your parameters, and select OK.
  9. Refresh the window after the cleanup job is complete.

Submitting data to recurring data jobs

You can use integration REST endpoints to integrate with the client, submit documents (import), or pull available documents for download (export). These endpoints support OAuth.

Integration REST APIs

The following set of APIs is used to exchange data between the integration client and the application.

API for import (enqueue)

Make an HTTP POST call against the following URL.

https://<base URL>/api/connector/enqueue/<activity ID>?entity=<entity name>

In the message body, you can pass the data as a memory stream.


POST Entra ID9C2C47B64%7D?entity=Customer%20Groups

To get the activity ID, on the Manage scheduled data jobs page, in the ID field, copy the globally unique identifier (GUID).

GUID on the Manage scheduled data jobs page.

API for export (dequeue)

To return a data package that contains all the data entities that were defined in the data project, and that the client application can unzip and consume, use the following structure.

https://<base URL>/api/connector/dequeue/<activity ID>



After the client downloads the data, an acknowledgment must be sent back to the application, so that you can mark the data as received.

When there isn't a file uploaded to the blob, the dequeue API returns a response indicating as such.

API for acknowledgment

Use the following API.


The body of the response of /dequeue must be sent in the body of the /ack POST request.

https://<base URL>/api/connector/ack/<activity ID>




Until a message is successfully acknowledged, the same message becomes available to dequeue every 30 minutes. In cases when a message is being dequeued more than one time, the dequeue response sends the last dequeued date time. This date is blank for the first dequeue of a message. It is important to ensure that a message is successfully acknowledged to prevent a repeated download of the same message. When an acknowledgement fails, having re-try logic to acknowledge the failure is recommended.

API for getting message status

The API to get the status of a message is available as of hotfix KB 4058074 for Platform update 12. This API is useful in import scenarios to determine if a message is successfully processed. A message is created when the enqueue process is completed. If the message returns a failed status, you can set your integration app to retry or take another action.


POST /data/DataManagementDefinitionGroups/Microsoft.Dynamics.DataEntities.GetMessageStatus

The following table lists the possible status values.

Value Meaning
Enqueued The file is successfully enqueued to blob storage
Dequeued The file is successfully dequeued from blob storage
Acked The exported file is acknowledged to be downloaded by the external application
Preprocessing The import/export operation is preprocessing the request
Processing The import/export operation is in process
Processed The import/export operation completed successfully
PreProcessingError The import/export operation failed in the preprocessing stage
ProcessedWithErrors The import/export operation completed with errors
PostProcessingFailed the import/export operation failed during post-processing


The file in the blob storage remains in the storage for seven days, after which it's automatically deleted.

API to get the list of execution errors

GetExecutionErrors can be used to get the list of errors in a job execution. The API takes the Execution ID as the parameter, and returns a set of error messages in a JSON list.

POST /data/DataManagementDefinitionGroups/Microsoft.Dynamics.DataEntities.GetExecutionErrors

Tips and tricks

Viewing the batch job status for recurring integrations from the Data management workspace

Recurring integration data jobs run in batch mode. If a recurring job fails, you must investigate the instance of the batch job as part of the troubleshooting process. To make this investigation easier, click Manage messages to get to the Process status for recurring data job page, which now shows the status of the batch job.

The batch job status is retrieved asynchronously from the batch framework for the specified recurring data job. To see the most up-to-date batch job status, select Get batch status, and then refresh the page.


If the record for the batch history is deleted, the status for the batch job on the Processing status for recurring data job page is blank.

Batch job status.

Preventing uploads when there are no records

When you use recurring exports, you can choose not to upload a generated file or package if the total record count in that file or package is 0 (zero).

You can set Prevent upload when zero records when you configure a recurring export job or after a job is created. This option is available only when you use files or packages as data sources.

Prevent upload when zero records.

Your implementation might include runs of recurring jobs where files or packages were uploaded. Your implementation might also include runs where no files or packages were uploaded, because there was nothing to upload. If you suspect that a file that should have been uploaded wasn't uploaded, or that a file was uploaded that shouldn't be, you can use the Manage messages page for the recurring export job to help with the debugging process.


These features were added in Microsoft Dynamics 365 for finance and operations, Enterprise edition platform update 12. Jobs that were run before you upgraded to Platform update 12 won't have values in the following columns.

The Total records exported column shows the total count of records that were exported. A value of 0 (zero) indicates that no records were exported to the file or included in the package.

The File uploaded successfully column contains a check mark if the file or the package was uploaded successfully. If the file wasn't uploaded because of an error, or because there were no records, the column is blank.

Http vs Https

The dequeue API returns HTTP instead of HTTPS. This behavior can be seen in application environments that use a load balancer, such as production environments. (You can't see the behavior in one box environments). We recommend that you change the URI scheme to HTTPS in the middleware application that is trying to dequeue from the application.

Batch job status.