APIs.io Engineering Platform DEX Synthetic Application Monitoring API

openapi: 3.2.0
info:
  description: 'To get started using Cloudflare''s products and services via the API, refer to [how to interact with Cloudflare](https://developers.cloudflare.com/fundamentals/basic-tasks/interact-with-cloudflare/), which covers using tools like [Terraform](https://developers.cloudflare.com/terraform/#cloudflare-terraform) and the [official SDKs](https://developers.cloudflare.com/fundamentals/api/reference/sdks/) to maintain your Cloudflare resources.


    Using the Cloudflare API requires authentication so that Cloudflare knows who is making requests and what permissions you have. Create an API token to grant access to the API to perform actions.


    To create an API token, from the Cloudflare dashboard, go to My Profile > API Tokens and select Create Token. For more information on how to create and troubleshoot API tokens, refer to

    our [API fundamentals](https://developers.cloudflare.com/fundamentals/api/).


    Totally new to Cloudflare? [Start here](https://developers.cloudflare.com/fundamentals/get-started/).'
  license:
    name: BSD-3-Clause
    url: https://opensource.org/licenses/BSD-3-Clause
  title: APIs.io Engineering Platform Cloudflare DEX Synthetic Application Monitoring API
  version: 4.0.0
tags:
- name: DEX Synthetic Application Monitoring
paths:
  /accounts/{account_id}/dex/colos:
    get:
      description: List Cloudflare colos that account's devices were connected to during a time period, sorted by usage starting from the most used colo. Colos without traffic are also returned and sorted alphabetically.
      operationId: dex-endpoints-list-colos
      parameters:
      - description: unique identifier linked to an account in the API request path.
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: Start time for connection period in RFC3339 (ISO 8601) format.
        in: query
        name: from
        required: true
        schema:
          example: '2023-08-20T20:45:00Z'
          type: string
      - description: End time for connection period in RFC3339 (ISO 8601) format.
        in: query
        name: to
        required: true
        schema:
          example: '2023-08-24T20:45:00Z'
          type: string
      - description: Type of usage that colos should be sorted by. If unspecified, returns all Cloudflare colos sorted alphabetically.
        in: query
        name: sortBy
        schema:
          enum:
          - fleet-status-usage
          - application-tests-usage
          type: string
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: List colos failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-collection'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_colos_response'
          description: List colos response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform List Cloudflare colos
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/fleet-status/devices:
    get:
      description: List details for devices using WARP
      operationId: dex-fleet-status-devices
      parameters:
      - description: Unique identifier for account
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: Time range end in ISO format
        in: query
        name: to
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_timestamp'
      - description: Time range beginning in ISO format
        in: query
        name: from
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_timestamp'
      - description: Page number
        in: query
        name: page
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_page'
      - description: Number of results per page
        in: query
        name: per_page
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_per_page'
      - description: Dimension to sort results by
        in: query
        name: sort_by
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_sort_by'
      - description: Cloudflare colo
        in: query
        name: colo
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_colo'
      - description: Device-specific ID, given as UUID v4
        in: query
        name: device_id
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_device_id'
      - description: The mode under which the WARP client is run
        in: query
        name: mode
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_mode'
      - description: Network status
        in: query
        name: status
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_status'
      - description: Operating system
        in: query
        name: platform
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_platform'
      - description: WARP client version
        in: query
        name: version
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_version'
      - description: "Source:\n  * `hourly` - device details aggregated hourly, up to 7 days prior\n  * `last_seen` - device details, up to 24 hours prior\n  * `raw` - device details, up to 7 days prior\n"
        in: query
        name: source
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_source'
      responses:
        4XX:
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: List devices response failure
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_fleet_status_devices_response'
          description: List devices response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform List fleet status devices
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/fleet-status/live:
    get:
      description: List details for live (up to 60 minutes) devices using WARP
      operationId: dex-fleet-status-live
      parameters:
      - description: Unique identifier for account
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: Number of minutes before current time
        in: query
        name: since_minutes
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_since_minutes'
      responses:
        4XX:
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: List device details (live) response failure
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_fleet_status_live_response'
          description: List device details (live) response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform List fleet status details by dimension
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/fleet-status/over-time:
    get:
      description: List details for devices using WARP, up to 7 days
      operationId: dex-fleet-status-over-time
      parameters:
      - description: Unique identifier for account
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: Time range end in ISO format
        in: query
        name: to
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_timestamp'
      - description: Time range beginning in ISO format
        in: query
        name: from
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_timestamp'
      - description: Cloudflare colo
        in: query
        name: colo
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_colo'
      - description: Device-specific ID, given as UUID v4
        in: query
        name: device_id
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_device_id'
      responses:
        4XX:
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: DEX HTTP test details failure response
        '200':
          description: List DEX devices response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform List fleet status aggregate details by dimension
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/http-tests/{test_id}:
    get:
      description: Get test details and aggregate performance metrics for an http test for a given time period between 1 hour and 7 days.
      operationId: dex-endpoints-http-test-details
      parameters:
      - description: unique identifier linked to an account in the API request path.
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: unique identifier for a specific test
        in: path
        name: test_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_uuid'
      - description: Optionally filter result stats to a specific device(s). Cannot be used in combination with colo param.
        in: query
        name: deviceId
        schema:
          items:
            type: string
          type: array
      - description: Start time for aggregate metrics in ISO ms
        in: query
        name: from
        required: true
        schema:
          example: 1689520412000.0
          type: string
      - description: End time for aggregate metrics in ISO ms
        in: query
        name: to
        required: true
        schema:
          example: 1689606812000.0
          type: string
      - description: Time interval for aggregate time slots.
        in: query
        name: interval
        required: true
        schema:
          enum:
          - minute
          - hour
          type: string
      - description: Optionally filter result stats to a Cloudflare colo. Cannot be used in combination with deviceId param.
        in: query
        name: colo
        schema:
          type: string
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: DEX HTTP test details failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_http_details_response'
          description: DEX HTTP test details response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform Get details and aggregate metrics for an http test
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/http-tests/{test_id}/percentiles:
    get:
      description: Get percentiles for an http test for a given time period between 1 hour and 7 days.
      operationId: dex-endpoints-http-test-percentiles
      parameters:
      - description: unique identifier linked to an account in the API request path.
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: unique identifier for a specific test
        in: path
        name: test_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_uuid'
      - description: Optionally filter result stats to a specific device(s). Cannot be used in combination with colo param.
        in: query
        name: deviceId
        schema:
          items:
            type: string
          type: array
      - description: Start time for aggregate metrics in ISO format
        in: query
        name: from
        required: true
        schema:
          example: '2023-09-20T17:00:00Z'
          type: string
      - description: End time for aggregate metrics in ISO format
        in: query
        name: to
        required: true
        schema:
          example: '2023-09-20T17:00:00Z'
          type: string
      - description: Optionally filter result stats to a Cloudflare colo. Cannot be used in combination with deviceId param.
        in: query
        name: colo
        schema:
          type: string
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: DEX HTTP test percentiles failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_http_details_percentiles_response'
          description: DEX HTTP test percentiles response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform Get percentiles for an http test
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/tests/overview:
    get:
      description: List DEX tests with overview metrics
      operationId: dex-endpoints-list-tests-overview
      parameters:
      - description: unique identifier linked to an account in the API request path.
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: Optionally filter result stats to a Cloudflare colo. Cannot be used in combination with deviceId param.
        in: query
        name: colo
        schema:
          type: string
      - description: Optionally filter results by test name
        in: query
        name: testName
        schema:
          type: string
      - description: Optionally filter result stats to a specific device(s). Cannot be used in combination with colo param.
        in: query
        name: deviceId
        schema:
          items:
            type: string
          type: array
      - description: Page number of paginated results
        in: query
        name: page
        schema:
          default: 1
          minimum: 1
          type: number
      - description: Number of items per page
        in: query
        name: per_page
        schema:
          default: 10
          maximum: 50
          minimum: 1
          type: number
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_tests_response'
                    result_info:
                      $ref: '#/components/schemas/digital-experience-monitoring_result_info'
          description: success response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform List DEX test analytics
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/tests/unique-devices:
    get:
      description: Returns unique count of devices that have run synthetic application monitoring tests in the past 7 days.
      operationId: dex-endpoints-tests-unique-devices
      parameters:
      - description: unique identifier linked to an account in the API request path.
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: Optionally filter results by test name
        in: query
        name: testName
        schema:
          type: string
      - description: Optionally filter result stats to a specific device(s). Cannot be used in combination with colo param.
        in: query
        name: deviceId
        schema:
          items:
            type: string
          type: array
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: DEX unique devices targeted failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_unique_devices_response'
          description: DEX unique devices targeted response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform Get count of devices targeted
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/traceroute-test-results/{test_result_id}/network-path:
    get:
      description: Get a breakdown of hops and performance metrics for a specific traceroute test run
      operationId: dex-endpoints-traceroute-test-result-network-path
      parameters:
      - description: unique identifier linked to an account
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: unique identifier for a specific traceroute test
        in: path
        name: test_result_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_uuid'
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: DEX traceroute test result network path failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_traceroute_test_result_network_path_response'
          description: DEX traceroute test result network path response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform Get details for a specific traceroute test run
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/traceroute-tests/{test_id}:
    get:
      description: Get test details and aggregate performance metrics for an traceroute test for a given time period between 1 hour and 7 days.
      operationId: dex-endpoints-traceroute-test-details
      parameters:
      - description: Unique identifier linked to an account
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: Unique identifier for a specific test
        in: path
        name: test_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_uuid'
      - description: Optionally filter result stats to a specific device(s). Cannot be used in combination with colo param.
        in: query
        name: deviceId
        schema:
          items:
            type: string
          type: array
      - description: Start time for aggregate metrics in ISO ms
        in: query
        name: from
        required: true
        schema:
          example: 1689520412000.0
          type: string
      - description: End time for aggregate metrics in ISO ms
        in: query
        name: to
        required: true
        schema:
          example: 1689606812000.0
          type: string
      - description: Time interval for aggregate time slots.
        in: query
        name: interval
        required: true
        schema:
          enum:
          - minute
          - hour
          type: string
      - description: Optionally filter result stats to a Cloudflare colo. Cannot be used in combination with deviceId param.
        in: query
        name: colo
        schema:
          type: string
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: DEX traceroute test details response failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_traceroute_details_response'
          description: DEX traceroute test details response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform Get details and aggregate metrics for a traceroute test
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/traceroute-tests/{test_id}/network-path:
    get:
      description: Get a breakdown of metrics by hop for individual traceroute test runs
      operationId: dex-endpoints-traceroute-test-network-path
      parameters:
      - description: unique identifier linked to an account
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: unique identifier for a specific test
        in: path
        name: test_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_uuid'
      - description: Device to filter tracroute result runs to
        in: query
        name: deviceId
        required: true
        schema:
          type: string
      - description: Start time for aggregate metrics in ISO ms
        in: query
        name: from
        required: true
        schema:
          example: 1689520412000.0
          type: string
      - description: End time for aggregate metrics in ISO ms
        in: query
        name: to
        required: true
        schema:
          example: 1689606812000.0
          type: string
      - description: Time interval for aggregate time slots.
        in: query
        name: interval
        required: true
        schema:
          enum:
          - minute
          - hour
          type: string
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: DEX traceroute test network path failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_traceroute_test_network_path_response'
          description: DEX traceroute test network path response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform Get network path breakdown for a traceroute test
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
  /accounts/{account_id}/dex/traceroute-tests/{test_id}/percentiles:
    get:
      description: Get percentiles for a traceroute test for a given time period between 1 hour and 7 days.
      operationId: dex-endpoints-traceroute-test-percentiles
      parameters:
      - description: unique identifier linked to an account in the API request path.
        in: path
        name: account_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_account_identifier'
      - description: unique identifier for a specific test
        in: path
        name: test_id
        required: true
        schema:
          $ref: '#/components/schemas/digital-experience-monitoring_uuid'
      - description: Optionally filter result stats to a specific device(s). Cannot be used in combination with colo param.
        in: query
        name: deviceId
        schema:
          items:
            type: string
          type: array
      - description: Start time for aggregate metrics in ISO format
        in: query
        name: from
        required: true
        schema:
          example: '2023-09-20T17:00:00Z'
          type: string
      - description: End time for aggregate metrics in ISO format
        in: query
        name: to
        required: true
        schema:
          example: '2023-09-20T17:00:00Z'
          type: string
      - description: Optionally filter result stats to a Cloudflare colo. Cannot be used in combination with deviceId param.
        in: query
        name: colo
        schema:
          type: string
      responses:
        4XX:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/digital-experience-monitoring_api-response-common-failure'
          description: DEX Traceroute test percentiles failure response
        '200':
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/digital-experience-monitoring_api-response-single'
                - properties:
                    result:
                      $ref: '#/components/schemas/digital-experience-monitoring_traceroute_details_percentiles_response'
          description: DEX Traceroute test percentiles response
      security:
      - api_email: []
        api_key: []
      - api_token: []
      - user_service_key: []
      summary: APIs.io Engineering Platform Get percentiles for a traceroute test
      tags:
      - DEX Synthetic Application Monitoring
      x-cfPermissionsRequired:
        enum:
        - '#dex:read'
        - '#teams:report'
components:
  schemas:
    digital-experience-monitoring_page:
      default: 1
      description: Page number of paginated results
      example: 1
      minimum: 1
      type: number
    digital-experience-monitoring_api-response-common:
      properties:
        errors:
          $ref: '#/components/schemas/digital-experience-monitoring_messages'
        messages:
          $ref: '#/components/schemas/digital-experience-monitoring_messages'
        success:
          description: Whether the API call was successful
          enum:
          - true
          example: true
          type: boolean
      required:
      - success
      - errors
      - messages
      type: object
    digital-experience-monitoring_unique_devices_response:
      properties:
        uniqueDevicesTotal:
          description: total number of unique devices
          type: integer
      required:
      - uniqueDevicesTotal
      type: object
    digital-experience-monitoring_test_stat_over_time:
      properties:
        avg:
          description: average observed in the time period
          type:
          - integer
          - 'null'
        max:
          description: highest observed in the time period
          type:
          - integer
          - 'null'
        min:
          description: lowest observed in the time period
          type:
          - integer
          - 'null'
        slots:
          items:
            properties:
              timestamp:
                example: 2023-07-16 15:00:00+00:00
                type: string
              value:
                type: integer
            required:
            - timestamp
            - value
            type: object
          type: array
      required:
      - slots
      type: object
    digital-experience-monitoring_aggregate_stat:
      properties:
        avgMs:
          type:
          - integer
          - 'null'
        deltaPct:
          format: float
          type:
          - number
          - 'null'
        timePeriod:
          $ref: '#/components/schemas/digital-ex

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