Running a reindex job in Azure API for FHIR

บทความ
10/03/2024

Important

Azure API for FHIR will be retired on September 30, 2026. Follow the migration strategies to transition to Azure Health Data Services FHIR® service by that date. Due to the retirement of Azure API for FHIR, new deployments won't be allowed beginning April 1, 2025. Azure Health Data Services FHIR service is the evolved version of Azure API for FHIR that enables customers to manage FHIR, DICOM, and MedTech services with integrations into other Azure services.

There are scenarios where you may have search or sort parameters in the Azure API for FHIR® that haven't yet been indexed. This scenario is relevant when you define your own search parameters. Until the search parameter is indexed, it can't be used in search. This article covers how to run a reindex job to index search parameters in your FHIR service database.

Warning

It's important that you read this entire article before getting started. A reindex job can be very performance intensive. This article includes options for how to throttle and control the reindex job.

How to run a reindex job

A reindex job can be executed against and entire FHIR service database and against specific custom search parameters.

Run reindex job on entire FHIR service database

To run a reindex job, use the following POST call with the JSON formatted Parameters resource in the request body.

POST {{FHIR URL}}/$reindex 

{ 

“resourceType”: “Parameters”,  

“parameter”: [] 

}

Leave the "parameter": [] field blank (as shown) if you don't need to tweak the resources allocated to the reindex job.

If the request is successful, you receive a 201 Created status code in addition to a Parameters resource in the response, as in the following example.

HTTP/1.1 201 Created 
Content-Location: https://{{FHIR URL}}/_operations/reindex/560c7c61-2c70-4c54-b86d-c53a9d29495e 

{
  "resourceType": "Parameters",
  "id": "560c7c61-2c70-4c54-b86d-c53a9d29495e",
  "meta": {
    "versionId": "\"4c0049cd-0000-0100-0000-607dc5a90000\""
  },
  "parameter": [
    {
      "name": "id",
      "valueString": "560c7c61-2c70-4c54-b86d-c53a9d29495e"
    },
    {
       "name": "lastModified",
       "valueDateTime": "2023-06-08T04:52:44.0974408+00:00"
    },
    {
       "name": "queuedTime",
       "valueDateTime": "2023-06-08T04:52:44.0974406+00:00"
    },
    {
       "name": "totalResourcesToReindex",
       "valueDecimal": 0.0
    },
    {
       "name": "resourcesSuccessfullyReindexed",
       "valueDecimal": 0.0
    },
    {
       "name": "progress",
       "valueDecimal": 0.0
    },
    {
       "name": "status",
       "valueString": "Queued"
    },
    {
       "name": "maximumConcurrency",
       "valueDecimal": 3.0
    },
    {
        "name": "queryDelayIntervalInMilliseconds",
        "valueDecimal": 500.0
    },
    {
        "name": "maximumNumberOfResourcesPerQuery",
        "valueDecimal": 100.0
    }
  ]
}

Run reindex job against specific custom search parameter

To run a reindex job against a specific custom search parameter, use the following POST call with the JSON formatted Parameters resource in the request body.

POST {{FHIR_URL}}/$reindex 
content-type: application/fhir+json
{ 

"resourceType": "Parameters",  

"parameter": [
    {
      "name": "targetSearchParameterTypes",
      "valueString": "{url of custom search parameter. In case of multiple custom search parameters, url list can be comma seperated.}"
    }
] 

}

Note

To check the status of a reindex job or to cancel the job, you'll need the reindex ID. This is the "id" carried in the "parameter" value returned in the response. In the preceding example, the ID for the reindex job would be 560c7c61-2c70-4c54-b86d-c53a9d29495e.

How to check the status of a reindex job

Once you start a reindex job, you can check the status of the job using the following call.

GET {{FHIR URL}}/_operations/reindex/{{reindexJobId}

Here's an example response.

{
    "resourceType": "Parameters",
    "id": "560c7c61-2c70-4c54-b86d-c53a9d29495e",
    "meta": {
        "versionId": "138087"
    },
    "parameter": [
        {
            "name": "id",
            "valueString": "560c7c61-2c70-4c54-b86d-c53a9d29495e"
        },
        {
            "name": "startTime",
            "valueDateTime": "2023-06-08T04:54:53.2943069+00:00"
        },
        {
            "name": "endTime",
            "valueDateTime": "2023-06-08T04:54:54.4052272+00:00"
        },
        {
            "name": "lastModified",
            "valueDateTime": "2023-06-08T04:54:54.4053002+00:00"
        },
        {
            "name": "queuedTime",
            "valueDateTime": "2023-06-08T04:52:44.0974406+00:00"
        },
        {
            "name": "totalResourcesToReindex",
            "valueDecimal": 2.0
        },
        {
            "name": "resourcesSuccessfullyReindexed",
            "valueDecimal": 2.0
        },
        {
            "name": "progress",
            "valueDecimal": 100.0
        },
        {
            "name": "status",
            "valueString": "Completed"
        },
        {
            "name": "maximumConcurrency",
            "valueDecimal": 3.0
        },
        {
            "name": "resources",
            "valueString": "{{LIST_OF_IMPACTED_RESOURCES}}"
        },
        {
            "name": "resourceReindexProgressByResource (CountReindexed of Count)",
            "valueString": "{{RESOURCE_TYPE:REINDEXED_COUNT OF TOTAL_COUNT}}"
        },
        {
            "name": "searchParams",
            "valueString": "{{LIST_OF_SEARCHPARAM_URLS}}h"
        },
        {
            "name": "queryDelayIntervalInMilliseconds",
            "valueDecimal": 500.0
        },
        {
            "name": "maximumNumberOfResourcesPerQuery",
            "valueDecimal": 100.0
        }
    ]
}

The following information is shown in the response.

totalResourcesToReindex: Includes the total number of resources that are being reindexed in this job.
resourcesSuccessfullyReindexed: The total number of resources that have already been reindexed in this job.
progress: Reindex job percent complete. Computed as resourcesSuccessfullyReindexed/totalResourcesToReindex x 100.
status: States if the reindex job is queued, running, complete, failed, or canceled.
resources: Lists all the resource types impacted by the reindex job.
resourceReindexProgressByResource (CountReindexed of Count): Provides a reindexed count of the total count, per resource type. In cases where reindexing for a specific resource type is queued, only Count is provided.
searchParams: Lists url of the search parameters impacted by the reindex job.

Delete a reindex job

If you need to cancel a reindex job, use a delete call and specify the reindex job ID:

Delete {{FHIR URL}}/_operations/reindex/{{reindexJobId}

Performance considerations

A reindex job can be quite performance intensive. We’ve implemented some throttling controls to help you manage how a reindex job runs on your database.

Note

It is not uncommon on large datasets for a reindex job to run for days. For a database with 30,000,000 resources, we noticed that it took 4-5 days at 100,000 request units (RUs) to reindex the entire database.

Following is a table outlining the available parameters, defaults, and recommended ranges. You can use these parameters to either speedup the process (use more compute) or slow down the process (use less compute). For example, you could run the reindex job at a low traffic time and increase your compute to get it done quicker. You could also use the settings to ensure a low usage of compute and have it run for days in the background.

Parameter	Description	Default	Available Range
QueryDelayIntervalInMilliseconds	The delay between each batch of resources being kicked off during the reindex job. A smaller number speeds up the job while a higher number slows it down.	500 MS (.5 seconds)	50-500000
MaximumResourcesPerQuery	The maximum number of resources included in the batch of resources to be reindexed.	100	1-5000
MaximumConcurrency	The number of batches done at a time.	1	1-10
targetDataStoreUsagePercentage	Allows you to specify what percent of your data store to use for the reindex job. For example, you could specify 50% and that would ensure that at most the reindex job would use 50% of available RUs on Azure Cosmos DB.	Not present, which means that up to 100% can be used.	0-100

If you want to use any of the preceding parameters, you can pass them into the Parameters resource when you start the reindex job.

{
  "resourceType": "Parameters",
  "parameter": [
    {
      "name": "maximumConcurrency",
      "valueInteger": "3"
    },
    {
      "name": "targetDataStoreUsagePercentage",
      "valueInteger": "20"
    },
    {
      "name": "queryDelayIntervalInMilliseconds",
      "valueInteger": "1000"
    },
    {
      "name": "maximumNumberOfResourcesPerQuery",
      "valueInteger": "1"
    }
  ]
}

Next steps

In this article, you learned how to start a reindex job. To learn how to define new search parameters that require the reindex job, see

Defining custom search parameters

Note

FHIR® is a registered trademark of HL7 and is used with the permission of HL7.

แชร์ผ่าน

Running a reindex job in Azure API for FHIR

How to run a reindex job

Run reindex job on entire FHIR service database

Run reindex job against specific custom search parameter

How to check the status of a reindex job

Delete a reindex job

Performance considerations

Next steps

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