GSMA Population Density Data API

Operations to retrieve population density information.

Operations 1

POST /retrieve Retrieves population density information in a specified area #

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OpenAPI Specification

gsma-population-density-data-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Population Density Data API
  description: 'Population Density Data API exposes population density estimations for a specified area for a specified time interval.

    # Introduction

    With the Population Density Data API the customer can retrieve population density estimations for a specific area at the current or a specified period of time. The estimation considers historical anonymized information of the network connected devices in the requested area. * Note that the data provided are estimations of population, based on past or future predicted data, for both past or future time ranges.


    This functionality can be used for multiple use cases, some of the possible use cases for this API are:


    - Supporting BVLOS (Beyond Visual Line of Sight) flights with the information needed to meet SORA 2.5 (Specific Operation Risk Assessment) requirements in terms of intrinsic Ground Risk Class (iGRC). More information in [Specific Operations Risk Assessment](https://www.easa.europa.eu/en/domains/civil-drones-rpas/specific-category-civil-drones/specific-operations-risk-assessment-sora)

    - Providing information to identify if the ground risk class for a given drone flight path is acceptable for the time of the flight, or an alternative time should be considered to lower the risk.

    - Sustainable Urban Planning.

    - Environmental monitoring at mass events, such as concerts or festivals.


    The list above is just a few examples, the API can be used for other use cases as well.


    # Relevant terms and definitions

    * **Population Density**: refers to the number of people in a given area divided by the total size of the area.

    * **Notification URL and token**: Developers may provide a callback URL (`sink`) for receiving an async response. This is an optional parameter. If `sink` is included, it is RECOMMENDED for the client to provide as well the `sinkCredential` property to protect the notification endpoint. In the current version,`sinkCredential.credentialType` MUST be set to `ACCESSTOKEN` if provided. When an asynchronous response is requested, the 202 response of the API will include an `operationId` property. This `operationId` property will also be sent in the callback notification. The purpose of the `operationId` is to correlate an asynchronous response with its corresponding request.

    # API Functionality

    Once a developer specifies (1) the area as a polygon shape, (2) a precision level and (3) time interval in which they want to obtain the population density, the API returns a data set consisting of a sequence of time ranges, with each time range containing the input polygon subdivided into equal-sized grid cells.


    For each of the equal-sized cells of the grid, an estimated population density is reported for each time slot within the range, this includes: estimated population density people/km2, and a range for this estimation - [minimum, maximum] (exact definitions of minimum and maximum are estimation algorithm specific).


    These values are calculated based on historical data, prediction models, and population estimation models. The requested interval must either be completely in the future or in the past.


    The polygon specifying an area of interest must comply with certain restrictions, which must be previously validated by the developer:

    - The polygon may not exceed a certain area.

    - The polygon may not contain more than 15 vertexes.

    - The polygon must be associated with a location where the MNO provides mobile connectivity services. If a polygon is located entirely outside the supported area, an empty array is returned.


    The standard behaviour of the API is synchronous, although for large area requests the API may behave asynchronously. An API invoker can enforce asynchronous behaviour by providing a callback URL (`sink`) is in the request, in this case the API sends a callback to the callback URL provided with the result of the request. If `sink` is included, it is RECOMMENDED for the client to provide as well the `sinkCredential` property to protect the notification endpoint. In the current version,`sinkCredential.credentialType` MUST be set to `ACCESSTOKEN` if provided.


    For requests with a combination of `area`, `precision`, `startTime` and `endTime` properties involving an amount of processing that cannot be processed synchronously, the API returns the error response `POPULATION_DENSITY_DATA.UNSUPPORTED_SYNC_RESPONSE`.


    For requests with a combination of `area`, `precision`, `startTime` and `endTime` properties too big for both synchronous and asynchronous processing, the API returns the error response `POPULATION_DENSITY_DATA.UNSUPPORTED_REQUEST`.

    If an error happens during the asynchronous processing of the request. The API callback will have property `status` with value `OPERATION_NOT_COMPLETED` as an error cannot be returned in the callback. The callback will also include the `statusInfo` property to add extra information about the error.

    **NOTE**: In order to ensure anonymized information, if the data relating to a grid cell in the required time interval is not sufficient to be exposed due to [k-anonymity](https://en.wikipedia.org/wiki/K-anonymity), no such data is returned by the API and the value of the dataType property is `LOW_DENSITY`.

    # Resources and Operations overview

    The API provides one endpoint that accepts POST requests for retrieving population density information in the specified area.

    # Authorization and authentication

    The "Camara Security and Interoperability Profile" provides details of how an API consumer requests an access token. Please refer to Identity and Consent Management (https://github.com/camaraproject/IdentityAndConsentManagement/) for the released version of the profile.

    The specific authorization flows to be used will be agreed upon during the onboarding process, happening between the API consumer and the API provider, taking into account the declared purpose for accessing the API, whilst also being subject to the prevailing legal framework dictated by local legislation.

    In cases where personal data is processed by the API and users can exercise their rights through mechanisms such as opt-in and/or opt-out, the use of three-legged access tokens is mandatory. This ensures that the API remains in compliance with privacy regulations, upholding the principles of transparency and user-centric privacy-by-design.

    Population Density Data API ensures the usage of anonymized information and do not treat personal data neither as input nor output. Therefore, the access to Population Density Data API is defined as Client Credentials - 2-legged. Please refer to Identify and Consent Management (https://github.com/camaraproject/IdentityAndConsentManagement/) for the latest detailed specification of this authentication/authorization flow.


    # Further info and support

    (FAQs will be added in a later version of the documentation)'
  license:
    name: Apache 2.0
    url: https://www.apache.org/licenses/LICENSE-2.0.html
  version: 0.2.0
  x-camara-commonalities: 0.5
servers:
- url: '{apiRoot}/population-density-data/v0.2'
  variables:
    apiRoot:
      default: http://localhost:9091
      description: API root
tags:
- name: Population Density Data
  description: Operations to retrieve population density information.
paths:
  /retrieve:
    post:
      tags:
      - Population Density Data
      summary: Retrieves population density information in a specified area
      description: Retrieves population density estimation together with the estimation range related for a time slot for a given area (described as a polygon) as a data set consisting of a sequence of equally-sized objects covering the input polygon area.
      operationId: retrievePopulationDensity
      parameters:
      - $ref: '#/components/parameters/x-correlator'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PopulationDensityRequest'
            example:
              area:
                areaType: POLYGON
                boundary:
                - latitude: 45.754114
                  longitude: 4.860374
                - latitude: 45.753845
                  longitude: 4.863185
                - latitude: 45.75249
                  longitude: 4.861876
                - latitude: 45.751224
                  longitude: 4.861125
                - latitude: 45.751442
                  longitude: 4.859827
              startTime: '2024-04-23T14:44:18.165Z'
              endTime: '2024-04-23T14:44:18.165Z'
              precision: 7
        required: true
      callbacks:
        populationDensityDataCallback:
          '{$request.body#/sink}':
            post:
              tags:
              - Population Density Data
              summary: Population Density Data callback
              description: 'Important: this endpoint is to be implemented by the API consumer.

                The Population Density Data server will call this endpoint when the request result is ready.

                '
              operationId: postNotification
              parameters:
              - $ref: '#/components/parameters/x-correlator'
              requestBody:
                description: Population density data result.
                content:
                  application/json:
                    schema:
                      $ref: '#/components/schemas/PopulationDensityAsyncResponse'
                    examples:
                      PopulationDensitySupportedAreaAsyncResponseExample:
                        $ref: '#/components/examples/PopulationDensitySupportedAreaAsyncResponseExample'
                      PopulationDensityAreaNotSupportedAsyncResponseExample:
                        $ref: '#/components/examples/PopulationDensityAreaNotSupportedAsyncResponseExample'
                      PopulationDensityPartOfAreaNotSupportedAsyncResponseExample:
                        $ref: '#/components/examples/PopulationDensityPartOfAreaNotSupportedAsyncResponseExample'
                      PopulationDensityOperationNotCompletedExample:
                        $ref: '#/components/examples/PopulationDensityOperationNotCompletedExample'
              responses:
                '204':
                  description: Successful notification
                  headers:
                    x-correlator:
                      $ref: '#/components/headers/x-correlator'
                '400':
                  $ref: '#/components/responses/Generic400'
                '401':
                  $ref: '#/components/responses/Generic401'
                '403':
                  $ref: '#/components/responses/Generic403'
                '410':
                  $ref: '#/components/responses/Generic410'
                '429':
                  $ref: '#/components/responses/Generic429'
              security:
              - {}
              - notificationsBearerAuth: []
      responses:
        '200':
          description: Population density data result.
          headers:
            x-correlator:
              $ref: '#/components/headers/x-correlator'
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PopulationDensityResponse'
              examples:
                PopulationDensitySupportedAreaResponseExample:
                  $ref: '#/components/examples/PopulationDensitySupportedAreaResponseExample'
                PopulationDensityAreaNotSupportedResponseExample:
                  $ref: '#/components/examples/PopulationDensityAreaNotSupportedResponseExample'
                PopulationDensityPartOfAreaNotSupportedResponseExample:
                  $ref: '#/components/examples/PopulationDensityPartOfAreaNotSupportedResponseExample'
        '202':
          description: Population density data requested. This response is returned when the behaviour of the API is asynchronous.
          headers:
            x-correlator:
              $ref: '#/components/headers/x-correlator'
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AcceptedAsyncResponse'
        '400':
          $ref: '#/components/responses/RetrieveLocationBadRequest400'
        '401':
          $ref: '#/components/responses/Generic401'
        '403':
          $ref: '#/components/responses/Generic403'
        '404':
          $ref: '#/components/responses/Generic404'
        '422':
          $ref: '#/components/responses/RetrieveLocationUnprocessableContent422'
        '429':
          $ref: '#/components/responses/Generic429'
      security:
      - openId:
        - population-density-data:read
components:
  schemas:
    ErrorInfo:
      type: object
      required:
      - status
      - code
      - message
      properties:
        status:
          type: integer
          description: HTTP status code returned along with this error response.
        code:
          type: string
          description: Code given to this error.
        message:
          type: string
          description: Detailed error description.
    AreaType:
      type: string
      description: 'Type of this area.

        POLYGON - The area is defined as a polygon.

        '
      enum:
      - POLYGON
    OperationId:
      type: string
      description: The unique identifier of the asynchronous operation that is returned when the operation is initiated.
    SinkCredential:
      type: object
      properties:
        credentialType:
          type: string
          enum:
          - PLAIN
          - ACCESSTOKEN
          - REFRESHTOKEN
          description: 'The type of the credential.

            Note: Type of the credential - MUST be set to ACCESSTOKEN for now

            '
      discriminator:
        propertyName: credentialType
        mapping:
          PLAIN: '#/components/schemas/PlainCredential'
          ACCESSTOKEN: '#/components/schemas/AccessTokenCredential'
          REFRESHTOKEN: '#/components/schemas/RefreshTokenCredential'
      required:
      - credentialType
    TimedPopulationDensityData:
      type: object
      properties:
        startTime:
          type: string
          format: date-time
          description: Interval start time. It must follow [RFC 3339](https://datatracker.ietf.org/doc/html/rfc3339#section-5.6) and must have time zone. Recommended format is yyyy-MM-dd'T'HH:mm:ss.SSSZ (i.e. which allows 2023-07-03T14:27:08.312+02:00 or 2023-07-03T12:27:08.312Z)
          example: '2023-07-03T10:00:00Z'
        endTime:
          type: string
          format: date-time
          description: Interval end time. It must follow [RFC 3339](https://datatracker.ietf.org/doc/html/rfc3339#section-5.6) and must have time zone. Recommended format is yyyy-MM-dd'T'HH:mm:ss.SSSZ (i.e. which allows 2023-07-03T14:27:08.312+02:00 or 2023-07-03T12:27:08.312Z)
          example: '2023-07-03T11:00:00Z'
        cellPopulationDensityData:
          $ref: '#/components/schemas/CellPopulationDensityDataArray'
      required:
      - startTime
      - endTime
      - cellPopulationDensityData
    CellPopulationDensityData:
      type: object
      description: Population density data of a cell in a concrete time range. In case of insufficient data, to guarantee an anonymized prediction due to the k-anonymity within a specific cell and time range, no population density data is returned and the property `dataType` value is "LOW_DENSITY". In case of a cell not supported `dataType` value is "NO_DATA"
      properties:
        geohash:
          type: string
          description: Coordinates of the cell represented as a string using the [Geohash system](https://en.wikipedia.org/wiki/Geohash). Encoding a geographic location into a short string. The value length, and thus, the cell granularity, is determined by the request body property `precision`.
          example: ezdmemd
        dataType:
          type: string
          enum:
          - NO_DATA
          - LOW_DENSITY
          - DENSITY_ESTIMATION
      required:
      - geohash
      - dataType
      discriminator:
        propertyName: dataType
        mapping:
          NO_DATA: '#/components/schemas/NO_DATA'
          LOW_DENSITY: '#/components/schemas/LOW_DENSITY'
          DENSITY_ESTIMATION: '#/components/schemas/DENSITY_ESTIMATION'
    CellPopulationDensityDataArray:
      type: array
      description: Population density data for the different cells in a concrete time range.
      items:
        $ref: '#/components/schemas/CellPopulationDensityData'
      minItems: 1
    AcceptedAsyncResponse:
      type: object
      properties:
        operationId:
          $ref: '#/components/schemas/OperationId'
      required:
      - operationId
    Area:
      description: Base schema for all areas
      type: object
      properties:
        areaType:
          $ref: '#/components/schemas/AreaType'
      required:
      - areaType
      discriminator:
        propertyName: areaType
        mapping:
          POLYGON: '#/components/schemas/Polygon'
    PopulationDensityResponse:
      type: object
      description: Population density values is represented in time intervals for different cells of the requested area. Each element in `timedPopulationDensityData` array corresponds to a time interval, containing population density data for the grid cells. The intervals are 1 hour long.
      properties:
        timedPopulationDensityData:
          type: array
          description: "Time ranges along with the population density data for the cells within it.\n The request startTime or the request endTime have to be fully covered by the intervals.\n For example, if the intervals are 1-hour long and the input date range were [2024-01-03T11:25:00Z\n to 2024-01-03T12:45:00Z] it would contain 2 intervals (Interval from 2024-01-03T11:00:00Z\n to 2024-01-03T12:00:00Z and interval from 2024-01-03T12:00:00Z to 2024-01-03T13:00:00Z)."
          items:
            $ref: '#/components/schemas/TimedPopulationDensityData'
        status:
          $ref: '#/components/schemas/ResponseStatus'
        statusInfo:
          type: string
          description: Information about the status, mandatory when property `status` is `OPERATION_NOT_COMPLETED` for adding extra information about the error.
          example: Some error happened during the processing of the request
      required:
      - timedPopulationDensityData
      - status
    PopulationDensityAsyncResponse:
      allOf:
      - $ref: '#/components/schemas/PopulationDensityResponse'
      - type: object
        properties:
          operationId:
            $ref: '#/components/schemas/OperationId'
        required:
        - operationId
    PopulationDensityRequest:
      type: object
      description: 'Request object for retrieving population density data in a specified area. **NOTE**: The difference between `startTime` and `endTime` cannot be greater than 7 days.'
      properties:
        area:
          $ref: '#/components/schemas/Area'
        startTime:
          type: string
          format: date-time
          description: Start date time. It must follow [RFC 3339](https://datatracker.ietf.org/doc/html/rfc3339#section-5.6) and must have time zone. Recommended format is yyyy-MM-dd'T'HH:mm:ss.SSSZ (i.e. which allows 2023-07-03T14:27:08.312+02:00 or 2023-07-03T12:27:08.312Z) The minimum startTime must cover at least 3 months before the request time.
          example: '2023-07-03T12:27:08.312Z'
        endTime:
          type: string
          format: date-time
          description: End date time. It must follow [RFC 3339](https://datatracker.ietf.org/doc/html/rfc3339#section-5.6) and must have time zone. Recommended format is yyyy-MM-dd'T'HH:mm:ss.SSSZ (i.e. which allows 2023-07-03T14:27:08.312+02:00 or 2023-07-03T12:27:08.312Z) The maximum endTime allowed is 3 months from the time of the request.
          example: '2023-07-03T12:27:08.312Z'
        precision:
          type: integer
          description: Precision required of response cells. Precision defines a geohash level and corresponds to the length of the geohash for each cell. More information at [Geohash system](https://en.wikipedia.org/wiki/Geohash)" If not included the default precision level 7 is used by default. In case of using a not supported level by the MNO, the API returns the error response `POPULATION_DENSITY_DATA.UNSUPPORTED_PRECISION`.
          minimum: 1
          maximum: 12
          default: 7
        sink:
          type: string
          format: uri
          description: The address where the API response will be asynchronously delivered, using the HTTP protocol.
          example: https://endpoint.example.com/sink
        sinkCredential:
          description: A sink credential provides authentication or authorization information necessary to enable delivery of events to a target.
          allOf:
          - $ref: '#/components/schemas/SinkCredential'
      required:
      - area
      - startTime
      - endTime
    ResponseStatus:
      type: string
      description: "Represents the state of the response for the input polygon defined in the request, the possible values are:\n  - `SUPPORTED_AREA`: The whole request area is supported. Population density data for the entire requested area is returned.\n  - `PART_OF_AREA_NOT_SUPPORTED`: Part of the requested area is outside the MNOs coverage area, the cells outside the coverage\n  area will have property `dataType` with value `NO_DATA`.\n  - `AREA_NOT_SUPPORTED`: The whole requested area is outside the MNOs coverage area. No data will be returned.\n  - `OPERATION_NOT_COMPLETED`: An error happened during asynchronous processing of the request. This status will only be returned\n  in case the asynchronous API behaviour is used."
      enum:
      - SUPPORTED_AREA
      - PART_OF_AREA_NOT_SUPPORTED
      - AREA_NOT_SUPPORTED
      - OPERATION_NOT_COMPLETED
  responses:
    Generic403:
      description: Forbidden
      headers:
        x-correlator:
          $ref: '#/components/headers/x-correlator'
      content:
        application/json:
          schema:
            allOf:
            - $ref: '#/components/schemas/ErrorInfo'
            - type: object
              properties:
                status:
                  enum:
                  - 403
                code:
                  enum:
                  - PERMISSION_DENIED
          examples:
            GENERIC_403_PERMISSION_DENIED:
              description: Permission denied. OAuth2 token access does not have the required scope or when the user fails operational security
              value:
                status: 403
                code: PERMISSION_DENIED
                message: Client does not have sufficient permissions to perform this action.
    Generic404:
      description: Not found
      headers:
        x-correlator:
          $ref: '#/components/headers/x-correlator'
      content:
        application/json:
          schema:
            allOf:
            - $ref: '#/components/schemas/ErrorInfo'
            - type: object
              properties:
                status:
                  enum:
                  - 404
                code:
                  enum:
                  - NOT_FOUND
          examples:
            GENERIC_404_NOT_FOUND:
              description: Resource is not found
              value:
                status: 404
                code: NOT_FOUND
                message: The specified resource is not found.
    Generic410:
      description: Gone
      headers:
        x-correlator:
          $ref: '#/components/headers/x-correlator'
      content:
        application/json:
          schema:
            allOf:
            - $ref: '#/components/schemas/ErrorInfo'
            - type: object
              properties:
                status:
                  enum:
                  - 410
                code:
                  enum:
                  - GONE
          examples:
            GENERIC_410_GONE:
              description: Use in notifications flow to allow API Consumer to indicate that its callback is no longer available
              value:
                status: 410
                code: GONE
                message: Access to the target resource is no longer available.
    RetrieveLocationBadRequest400:
      description: "Problem with the client request. In addition to generic scenarios of `INVALID_ARGUMENT`, `INVALID_CREDENTIAL`, `INVALID_TOKEN`, another scenarios may exist:\n  - The area is not a polygon shape or exceeds supported complexity (\"code\": \"POPULATION_DENSITY_DATA.INVALID_AREA\", \"message\": \"The area is not a polygon shape or exceeds supported complexity\")\n  - Indicated `startTime` is greater than the maximum allowed (\"code\": \"POPULATION_DENSITY_DATA.MAX_STARTTIME_EXCEEDED\", \"message\": \"Indicated startTime is greater than the maximum allowed\")\n  - Indicated `startTime` is earlier than the minimum allowed (\"code\": \"POPULATION_DENSITY_DATA.MIN_STARTTIME_EXCEEDED\", \"message\": \"Indicated startTime is earlier than the minimum allowed\")\n  - Indicated `endTime` is earlier than the `startTime` (\"code\": \"POPULATION_DENSITY_DATA.INVALID_END_TIME\", \"message\": \"Indicated endTime is earlier than the startTime\")\n  - Indicated time period is partially in the past and partially in the future (\"code\": \"POPULATION_DENSITY_DATA.INVALID_TIME_PERIOD\", \"message\": \"time period is partially in the past and partially in the future\")\n  - Indicated time period is greater than the maximum allowed (More than maximum hours between startTime and endTime) (\"code\": \"POPULATION_DENSITY_DATA.MAX_TIME_PERIOD_EXCEEDED\", \"message\": \"Indicated time period is greater than the maximum allowed (More than maximum hours between startTime and endTime)\")"
      headers:
        x-correlator:
          $ref: '#/components/headers/x-correlator'
      content:
        application/json:
          schema:
            allOf:
            - $ref: '#/components/schemas/ErrorInfo'
            - type: object
              properties:
                status:
                  enum:
                  - 400
                code:
                  enum:
                  - INVALID_ARGUMENT
                  - INVALID_CREDENTIAL
                  - INVALID_TOKEN
                  - POPULATION_DENSITY_DATA.INVALID_AREA
                  - POPULATION_DENSITY_DATA.MAX_STARTTIME_EXCEEDED
                  - POPULATION_DENSITY_DATA.MIN_STARTTIME_EXCEEDED
                  - POPULATION_DENSITY_DATA.INVALID_END_TIME
                  - POPULATION_DENSITY_DATA.MAX_TIME_PERIOD_EXCEEDED
                  - POPULATION_DENSITY_DATA.INVALID_TIME_PERIOD
          examples:
            GENERIC_400_INVALID_ARGUMENT:
              value:
                status: 400
                code: INVALID_ARGUMENT
                message: Invalid input
            GENERIC_400_INVALID_CREDENTIAL:
              value:
                status: 400
                code: INVALID_CREDENTIAL
                message: Only Access token is supported
            GENERIC_400_INVALID_TOKEN:
              value:
                status: 400
                code: INVALID_TOKEN
                message: Only bearer token is supported
            POPULATION_DENSITY_DATA_400_INVALID_AREA:
              value:
                status: 400
                code: POPULATION_DENSITY_DATA.INVALID_AREA
                message: The area is not a polygon shape or has an arbitrary complexity
            POPULATION_DENSITY_DATA_400_MAX_STARTTIME_EXCEEDED:
              value:
                status: 400
                code: POPULATION_DENSITY_DATA.MAX_STARTTIME_EXCEEDED
                message: Indicated startTime is greater than the maximum allowed
            POPULATION_DENSITY_DATA_400_MIN_STARTTIME_EXCEEDED:
              value:
                status: 400
                code: POPULATION_DENSITY_DATA.MIN_STARTTIME_EXCEEDED
                message: Indicated startTime is earlier than the minimum allowed
            POPULATION_DENSITY_DATA_400_INVALID_END_TIME:
              value:
                status: 400
                code: POPULATION_DENSITY_DATA.INVALID_END_TIME
                message: Indicated endDate is earlier than the startTime
            POPULATION_DENSITY_DATA_400_MAX_TIME_PERIOD_EXCEEDED:
              value:
                status: 400
                code: POPULATION_DENSITY_DATA.MAX_TIME_PERIOD_EXCEEDED
                message: Indicated time period is greater than the maximum allowed (More than maximum hours between startTime and endTime)
            POPULATION_DENSITY_DATA_400_INVALID_TIME_PERIOD:
              value:
                status: 400
                code: POPULATION_DENSITY_DATA.INVALID_TIME_PERIOD
                message: Indicated time period is partially in the past and partially in the future
    RetrieveLocationUnprocessableContent422:
      description: "Problem with the client request. The following scenarios may exist:\n  - Indicated combination of area, time interval and precision is too big (\"code\": \"POPULATION_DENSITY_DATA.UNSUPPORTED_REQUEST\", \"message\": \"Indicated combination of area, time interval and precision is too big\")\n  - Indicated cell precision (Geohash level) is not supported (\"code\": \"POPULATION_DENSITY_DATA.UNSUPPORTED_PRECISION\", \"message\": \"Indicated cell precision (Geohash level) is not supported\")\n  - Indicated combination of area, time interval and precision is too big for a sync response (\"code\": \"POPULATION_DENSITY_DATA.UNSUPPORTED_SYNC_RESPONSE\", \"message\": \"Indicated combination of area, time interval and precision is too big for a sync response\")"
      headers:
        x-correlator:
          $ref: '#/components/headers/x-correlator'
      content:
        application/json:
          schema:
            allOf:
            - $ref: '#/components/schemas/ErrorInfo'
            - type: object
              properties:
                status:
                  enum:
                  - 422
                code:
                  enum:
                  - POPULATION_DENSITY_DATA.UNSUPPORTED_REQUEST
                  - POPULATION_DENSITY_DATA.UNSUPPORTED_PRECISION
                  - POPULATION_DENSITY_DATA.UNSUPPORTED_SYNC_RESPONSE
          examples:
            POPULATION_DENSITY_DATA_422_UNSUPPORTED_REQUEST:
              value:
                status: 422
                code: POPULATION_DENSITY_DATA.UNSUPPORTED_REQUEST
                message: Indicated combination of area, time interval and precision is too big
            POPULATION_DENSITY_DATA_422_UNSUPPORTED_PRECISION:
              value:
                status: 422
                code: POPULATION_DENSITY_DATA.UNSUPPORTED_PRECISION
                message: Indicated cell precision (Geohash length) is not supported
            POPULATION_DENSITY_DATA_422_UNSUPPORTED_SYNC_RESPONSE:
              value:
                status: 422
                code: POPULATION_DENSITY_DATA.UNSUPPORTED_SYNC_RESPONSE
                message: Indicated combination of area, time interval and precision is too big for a sync response
    Generic429:
      description: Too Many Requests
      headers:
        x-correlator:
          $ref: '#/components/headers/x-correlator'
      content:
        application/json:
          schema:
            allOf:
            - $ref: '#/components/schemas/ErrorInfo'
            - type: object
              properties:
                status:
                  enum:
                  - 429
                code:
                  enum:
                  - QUOTA_EXCEEDED
                  - TOO_MANY_REQUESTS
          examples:
            GENERIC_429_QUOTA_EXCEEDED:
              description: Request is rejected due to exceeding a business quota limit
              value:
                status: 429
                code: QUOTA_EXCEEDED
                message: Out of resource quota.
            GENERIC_429_TOO_MANY_REQUESTS:
              description: Access to the API has been temporarily blocked due to rate or spike arrest limits being reached
              value:
                status: 429
                code: TOO_MANY_REQUESTS
                message: Rate limit reached.
    Generic400:
      description: Problem with the client request
      headers:
        x-correlator:
          $ref: '#/components/headers/x-correlator'
      content:
        application/json:
          schema:
            allOf:
            - $ref: '#/components/schemas/ErrorInfo'
            - type: object
      

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# Full source: https://raw.githubusercontent.com/api-evangelist/gsma/refs/heads/main/openapi/gsma-population-density-data-api-openapi.yml