Treasure Data

Treasure Data Realtime Personalization API

The Realtime Personalization API from Treasure Data — 7 operation(s) for realtime personalization.

GitHub OpenAPI

Operations 12

GET /audiences/{audienceId}/realtime_personalization_services Return a list of Realtime Personalization Services for the Audience
POST /audiences/{audienceId}/realtime_personalization_services Create a Realtime Personalization Service for the Audience
GET /audiences/{audienceId}/realtime_personalization_services/{realtimePersonalizationServiceId} Return the specified Realtime Personalization Service
PATCH /audiences/{audienceId}/realtime_personalization_services/{realtimePersonalizationServiceId} Edit the specified Realtime Personalization Service
DELETE /audiences/{audienceId}/realtime_personalization_services/{realtimePersonalizationServiceId} Delete the specified Realtime Personalization Service
POST /audiences/{audienceId}/realtime_personalization_services/{realtimePersonalizationServiceId}/tokens Create a new Personalization Token
DELETE /audiences/{audienceId}/realtime_personalization_services/{realtimePersonalizationServiceId}/tokens/{tokenId} Delete the specified Realtime Personalization Token
POST /entities/realtime_personalizations Create a realtime personalization
GET /entities/realtime_personalizations/{realtimePersonalizationId} Get a realtime personalization
PATCH /entities/realtime_personalizations/{realtimePersonalizationId} Update a realtime personalization
DELETE /entities/realtime_personalizations/{realtimePersonalizationId} Delete realtime personalization entity
GET /entities/parent_segments/{parentSegmentId}/realtime_personalizations Retrieve a list of realtime personalizations under the Parent Segment

Documentation

📖
Documentation
https://docs.treasure.ai/apis/td-api
📖
APIReference
https://docs.treasure.ai/apis/td_api_v3-public
📖
GettingStarted
https://docs.treasure.ai/apis/td-api
📖
Documentation
https://docs.treasure.ai/apis/audience-api/overview
📖
APIReference
https://docs.treasure.ai/apis/td_cdp_api-public
📖
GettingStarted
https://docs.treasure.ai/apis/audience-api
📖
Documentation
https://docs.treasure.ai/apis/llm-api
📖
APIReference
https://docs.treasure.ai/apis/llm_api-public
📖
GettingStarted
https://docs.treasure.ai/apis/llm-api
📖
APIReference
https://docs.treasure.ai/apis/dwh_integration_api-public
📖
GettingStarted
https://docs.treasure.ai/apis/dwh-integration-api/quickstart
📖
GettingStarted
https://docs.treasure.ai/apis/p13n-api
📖
GettingStarted
https://docs.treasure.ai/apis/postback-v2/quickstart

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/treasure-data/refs/heads/main/openapi/treasure-data-realtime-personalization-api-openapi.yml

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OpenAPI Specification

treasure-data-realtime-personalization-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: cdp-api Realtime Personalization API
  description: All of the CDP APIs are organized around REST - if you've interacted with a RESTful API already, many of the concepts will be familiar to you. All API calls to CDP API should be made to the following endpoints depending on the [region](https://docs.treasuredata.com/display/public/PD/Sites+and+Endpoints#SitesandEndpoints-Endpoints). For historical reasons there are REST API endpoints and JSON:API endpoints. JSON:API endpoints are located under "/entities".
  termsOfService: https://www.treasuredata.com/terms/
  version: 1.0.0
servers:
- url: https://api-cdp.treasuredata.com
- url: https://api-cdp.treasuredata.co.jp
- url: https://api-cdp.eu01.treasuredata.com
- url: https://api-cdp.ap02.treasuredata.com
- url: https://api-cdp.ap03.treasuredata.com
tags:
- name: Realtime Personalization
paths:
  /audiences/{audienceId}/realtime_personalization_services:
    x-external: true
    parameters:
    - $ref: '#/components/parameters/AudienceId'
    get:
      parameters:
      - $ref: '#/components/parameters/partial_pagination.yaml-PageAfter'
      - $ref: '#/components/parameters/partial_pagination.yaml-PageSize'
      - $ref: '#/components/parameters/partial_pagination.yaml-SortedBy'
      - $ref: '#/components/parameters/NameInclude'
      tags:
      - Realtime Personalization
      summary: Return a list of Realtime Personalization Services for the Audience
      description: Return a list of Realtime Personalization Services for the Audience
      responses:
        '200':
          description: A list of Realtime Key Events for the Audience
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/partial_pagination.yaml-PaginatedResponse'
                - type: object
                  properties:
                    data:
                      type: array
                      items:
                        allOf:
                        - type: object
                          properties:
                            id:
                              type: string
                          required:
                          - id
                          additionalProperties: false
                        - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceAttributes'
                        - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceReadonlyAttributes'
      security:
      - TdApikeyAuth: []
    post:
      tags:
      - Realtime Personalization
      summary: Create a Realtime Personalization Service for the Audience
      description: Create a Realtime Personalization Service for the Audience
      requestBody:
        description: parameters to create a realtime personalization service
        content:
          application/json:
            schema:
              type: object
              properties:
                name:
                  type: string
                description:
                  type:
                  - string
                  - 'null'
                public:
                  type: boolean
                  default: false
              required:
              - name
              additionalProperties: false
        required: true
      responses:
        '200':
          description: A Realtime Personalization Service for the Audience
          content:
            application/json:
              schema:
                allOf:
                - type: object
                  properties:
                    id:
                      type: string
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceAttributes'
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceReadonlyAttributes'
      security:
      - TdApikeyAuth: []
  /audiences/{audienceId}/realtime_personalization_services/{realtimePersonalizationServiceId}:
    x-external: true
    parameters:
    - $ref: '#/components/parameters/AudienceId'
    - $ref: '#/components/parameters/partial_realtime_journey.yaml-RealtimePersonalizationServiceId'
    get:
      tags:
      - Realtime Personalization
      summary: Return the specified Realtime Personalization Service
      description: Return the specified Realtime Personalization Service
      responses:
        '200':
          description: The specified Realtime Personalization Service
          content:
            application/json:
              schema:
                allOf:
                - type: object
                  properties:
                    id:
                      type: string
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceAttributes'
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceReadonlyAttributes'
      security:
      - TdApikeyAuth: []
    patch:
      tags:
      - Realtime Personalization
      summary: Edit the specified Realtime Personalization Service
      description: Edit the specified Realtime Personalization Service
      requestBody:
        description: parameters to edit the realtime personalization service
        content:
          application/json:
            schema:
              type: object
              properties:
                name:
                  type: string
                description:
                  type:
                  - string
                  - 'null'
              required:
              - name
              additionalProperties: false
        required: true
      responses:
        '200':
          description: A Realtime Key Events for the Audience
          content:
            application/json:
              schema:
                allOf:
                - type: object
                  properties:
                    id:
                      type: string
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceAttributes'
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceReadonlyAttributes'
      security:
      - TdApikeyAuth: []
    delete:
      tags:
      - Realtime Personalization
      summary: Delete the specified Realtime Personalization Service
      description: Delete the specified Realtime Personalization Service
      responses:
        '200':
          description: A Realtime Personalization Service for the Audience
          content:
            application/json:
              schema:
                allOf:
                - type: object
                  properties:
                    id:
                      type: string
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceAttributes'
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceReadonlyAttributes'
      security:
      - TdApikeyAuth: []
  /audiences/{audienceId}/realtime_personalization_services/{realtimePersonalizationServiceId}/tokens:
    x-external: true
    parameters:
    - $ref: '#/components/parameters/AudienceId'
    - $ref: '#/components/parameters/partial_realtime_journey.yaml-RealtimePersonalizationServiceId'
    post:
      tags:
      - Realtime Personalization
      summary: Create a new Personalization Token
      description: Create a new Personalization Token
      requestBody:
        description: parameters to create a personalization service token
        content:
          application/json:
            schema:
              type: object
              properties:
                name:
                  type: string
                allowedIps:
                  type: array
                  items:
                    type: string
                  minLength: 0
                description:
                  type:
                  - string
                  - 'null'
              required:
              - name
              additionalProperties: false
      responses:
        '200':
          description: The created Token
          content:
            application/json:
              schema:
                allOf:
                - type: object
                  properties:
                    id:
                      type: string
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceTokenAttributes'
      security:
      - TdApikeyAuth: []
  /audiences/{audienceId}/realtime_personalization_services/{realtimePersonalizationServiceId}/tokens/{tokenId}:
    x-external: true
    parameters:
    - $ref: '#/components/parameters/AudienceId'
    - $ref: '#/components/parameters/partial_realtime_journey.yaml-RealtimePersonalizationServiceId'
    - $ref: '#/components/parameters/partial_realtime_journey.yaml-RealtimePersonalizationTokenId'
    delete:
      tags:
      - Realtime Personalization
      summary: Delete the specified Realtime Personalization Token
      description: Delete the specified Realtime Personalization Token
      responses:
        '200':
          description: A Realtime Personalization Token for the Audience
          content:
            application/json:
              schema:
                allOf:
                - type: object
                  properties:
                    id:
                      type: string
                - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceTokenAttributes'
  /entities/realtime_personalizations:
    x-external: true
    post:
      tags:
      - Realtime Personalization
      summary: Create a realtime personalization
      description: Create a realtime personalization.
      requestBody:
        description: parameters to create a realtime personalization
        content:
          application/vnd.treasuredata.v1+json:
            schema:
              type: object
              required:
              - attributes
              properties:
                attributes:
                  type: object
                  required:
                  - name
                  - description
                  properties:
                    audienceId:
                      type: string
                      pattern: '[1-9][0-9]*'
                    name:
                      type: string
                    description:
                      type:
                      - string
                      - 'null'
                    sections:
                      type: array
                      items:
                        $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationSectionAttributes'
                  additionalProperties: false
                relationships:
                  type: object
                  properties:
                    parentFolder:
                      $ref: '#/components/schemas/RelationshipsFolderJsonApiResource'
        required: true
      responses:
        '200':
          description: Returns a realtime personalization
          content:
            application/json:
              schema:
                type: object
                properties:
                  data:
                    $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationResource'
      security:
      - TdApikeyAuth: []
  /entities/realtime_personalizations/{realtimePersonalizationId}:
    x-external: true
    parameters:
    - $ref: '#/components/parameters/partial_realtime_journey.yaml-RealtimePersonalizationId'
    get:
      tags:
      - Realtime Personalization
      summary: Get a realtime personalization
      description: Get a realtime personalization.
      responses:
        '200':
          description: Returns a realtime personalization
          content:
            application/json:
              schema:
                type: object
                properties:
                  data:
                    $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationResource'
    patch:
      tags:
      - Realtime Personalization
      summary: Update a realtime personalization
      description: Update a realtime personalization.
      requestBody:
        description: parameters to update a realtime personalization
        content:
          application/vnd.treasuredata.v1+json:
            schema:
              type: object
              required:
              - attributes
              properties:
                attributes:
                  $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationAttributes'
        required: true
      responses:
        '200':
          description: Returns a realtime personalization
          content:
            application/json:
              schema:
                type: object
                properties:
                  data:
                    $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationResource'
      security:
      - TdApikeyAuth: []
    delete:
      tags:
      - Realtime Personalization
      summary: Delete realtime personalization entity
      description: Delete a realtime personalization entity.
      responses:
        '200':
          description: Empty if deletion is successful
          content:
            application/json:
              schema:
                type: object
                additionalProperties: false
      security:
      - TdApikeyAuth: []
  /entities/parent_segments/{parentSegmentId}/realtime_personalizations:
    x-external: true
    parameters:
    - $ref: '#/components/parameters/ParentSegmentId'
    get:
      tags:
      - Realtime Personalization
      summary: Retrieve a list of realtime personalizations under the Parent Segment
      description: Retrieve a list of realtime personalizations under the Parent Segment
      parameters:
      - $ref: '#/components/parameters/partial_pagination.yaml-PageSize'
      - $ref: '#/components/parameters/partial_pagination.yaml-PageAfter'
      - name: permissions
        in: query
        description: filter by the resource's permission. Default to 'view'
        required: false
        schema:
          type: string
          enum:
          - edit
          - view
      responses:
        '200':
          description: Returns a list of realtime personalizations under the Parent Segment
          content:
            application/json:
              schema:
                allOf:
                - $ref: '#/components/schemas/partial_pagination.yaml-PaginatedResponse'
                - type: object
                  properties:
                    data:
                      type: array
                      items:
                        $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationResource'
      security:
      - TdApikeyAuth: []
components:
  schemas:
    partial_realtime_journey.yaml-RealtimePersonalizationSectionReadonlyAttributes:
      type: object
      required:
      - id
      - includeSensitive
      properties:
        id:
          type: string
        includeSensitive:
          type: boolean
          enum:
          - true
          - false
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimeListAttributeFields:
      type: array
      items:
        type: string
        minLength: 1
    partial_realtime_journey.yaml-ParentSegmentRealtimeSingleAttributeAttributes:
      type: object
      properties:
        name:
          type: string
        identifier:
          type: string
        description:
          type:
          - string
          - 'null'
        type:
          type: string
          enum:
          - single
        notation:
          type: string
        realtimeKeyEventId:
          type: string
        sensitive:
          type: boolean
          enum:
          - true
          - false
        filterRule:
          type: object
        valueColumn:
          type: string
        dataType:
          type: string
          enum:
          - number
          - string
        duration:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeAttributeDurationSetting'
        backfill:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeAttributeBackfillSetting'
      required:
      - name
      - identifier
      - type
      - notation
      - realtimeKeyEventId
      - filterRule
      - valueColumn
      - dataType
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimeJourneyCriteria:
      type:
      - object
      - 'null'
      properties:
        name:
          type: string
        description:
          type: string
        keyEventCriteria:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeJourneyKeyEventCriteria'
        profileCriteria:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeAndBatchIon'
        acceptUnknownProfiles:
          type:
          - boolean
          - 'null'
      required:
      - name
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimeAttributeDurationSetting:
      type: object
      properties:
        value:
          type: integer
        unit:
          type: string
          enum:
          - hour
          - day
          - minute
      required:
      - value
      - unit
    partial_realtime_journey.yaml-RealtimeListAttributeAggregation:
      type: object
      properties:
        name:
          type: string
        identifier:
          type: string
        aggregationType:
          type: string
          enum:
          - first
          - last
          - sum
          - min
          - max
          - distinct_list
        column:
          type: string
    partial_realtime_journey.yaml-ParentSegmentRealtimeLookupCatalogAttributeAttributes:
      type: object
      properties:
        name:
          type: string
        identifier:
          type: string
        description:
          type:
          - string
          - 'null'
        type:
          type: string
          enum:
          - lookupCatalog
        notation:
          type: string
        lookupCatalogTableName:
          type: string
        lookupCatalogColumns:
          type: array
          items:
            type: object
            properties:
              name:
                type: string
              dataType:
                type: string
            required:
            - name
            - dataType
        lookupKeys:
          type: array
          items:
            type: object
            properties:
              id:
                type: string
              type:
                type: string
            required:
            - id
            - type
      required:
      - name
      - identifier
      - type
      - notation
      - lookupCatalogTableName
      - lookupCatalogColumns
      - lookupKeys
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimePersonalizationSectionAttributes:
      type: object
      required:
      - name
      - entryCriteria
      - payload
      properties:
        name:
          type: string
        entryCriteria:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeJourneyCriteria'
        payload:
          type:
          - object
          - 'null'
      additionalProperties: false
    partial_pagination.yaml-PaginatedResponse:
      type: object
      properties:
        data:
          type: array
          items:
            type: object
        pagination:
          type: object
          properties:
            nextPage:
              type:
              - string
              - 'null'
              description: The path part of URL of the next page
          required:
          - nextPage
      required:
      - data
      - pagination
    partial_realtime_journey.yaml-RealtimePersonalizationServiceReadonlyAttributes:
      type: object
      required:
      - tokens
      properties:
        tokens:
          type: array
          items:
            $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationServiceTokenAttributes'
        createdBy:
          $ref: '#/components/schemas/User'
        updatedBy:
          $ref: '#/components/schemas/User'
        createdAt:
          type: string
          format: date-time
        updatedAt:
          type: string
          format: date-time
      additionalProperties: false
    User:
      type: object
      properties:
        id:
          type: string
          pattern: '[1-9][0-9]*'
        td_user_id:
          type: string
          pattern: '[1-9][0-9]*'
        name:
          type: string
    partial_realtime_journey.yaml-RealtimeAndBatchIon:
      type: object
    partial_realtime_journey.yaml-ParentSegmentRealtimeAttributeAttributes:
      oneOf:
      - $ref: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeSingleAttributeAttributes'
      - $ref: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeListAttributeAttributes'
      - $ref: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeCounterAttributeAttributes'
      - $ref: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeImportedAttributeAttributes'
      - $ref: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeLookupCatalogAttributeAttributes'
      discriminator:
        propertyName: type
        mapping:
          single: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeSingleAttributeAttributes'
          list: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeListAttributeAttributes'
          counter: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeCounterAttributeAttributes'
          imported: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeImportedAttributeAttributes'
          lookupCatalog: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeLookupCatalogAttributeAttributes'
    RelationshipsFolderJsonApiResource:
      type: object
      properties:
        data:
          type: object
          required:
          - id
          - type
          properties:
            id:
              type: string
              pattern: '[1-9][0-9]*'
            type:
              type: string
              enum:
              - folder-segment
    partial_realtime_journey.yaml-RealtimePersonalizationResource:
      type: object
      required:
      - id
      - type
      - attributes
      - relationships
      properties:
        id:
          type: string
        type:
          type: string
          enum:
          - realtime-personalization
        attributes:
          allOf:
          - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationAttributes'
          - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationReadonlyAttributes'
        relationships:
          type: object
          properties:
            createdBy:
              $ref: '#/components/schemas/User'
            updatedBy:
              $ref: '#/components/schemas/User'
            parentFolder:
              $ref: '#/components/schemas/RelationshipsFolderJsonApiResource'
    partial_realtime_journey.yaml-RealtimeAttributeBackfillSetting:
      type:
      - object
      - 'null'
      properties:
        attributeIdentifier:
          type: string
        timestampIdentifier:
          type: string
      required:
      - attributeIdentifier
      - timestampIdentifier
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimeListAttributeActions:
      type: array
      items:
        type: object
        properties:
          action:
            type: string
            enum:
            - delete_item
            - clear
          realtimeKeyEventId:
            type: string
          filterRule:
            type: object
        required:
        - action
        - realtimeKeyEventId
        - filterRule
        additionalProperties: false
    partial_realtime_journey.yaml-RealtimePersonalizationServiceTokenAttributes:
      type: object
      required:
      - id
      - name
      - value
      - allowedIps
      properties:
        id:
          type: string
        name:
          type: string
        value:
          type:
          - string
          - 'null'
          description: null when masked
        allowedIps:
          type: array
          items:
            type: string
      additionalProperties: false
    partial_realtime_journey.yaml-ParentSegmentRealtimeCounterAttributeAttributes:
      type: object
      properties:
        name:
          type: string
        identifier:
          type: string
        description:
          type:
          - string
          - 'null'
        type:
          type: string
          enum:
          - counter
        counterType:
          type: string
          enum:
          - sliding
          - total
        increment:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeCounterAttributeIncrementSetting'
        notation:
          type: string
        realtimeKeyEventId:
          type: string
        filterRule:
          type: object
        duration:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeAttributeDurationSetting'
        backfill:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeAttributeBackfillSetting'
        subDurations:
          type: array
          items:
            allOf:
            - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeAttributeDurationSetting'
            - type: object
              properties:
                name:
                  type: string
                identifier:
                  type: string
                notation:
                  type: string
              required:
              - name
              - identifier
              - notation
      required:
      - name
      - identifier
      - type
      - counterType
      - increment
      - notation
      - realtimeKeyEventId
      - filterRule
      - duration
      - backfill
      - subDurations
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimeCounterAttributeIncrementSettingConst:
      type: object
      properties:
        type:
          type: string
          enum:
          - const
        value:
          type: number
          format: int
          minimum: 1
      required:
      - type
      - value
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimeJourneyKeyEventCriteria:
      type: object
      properties:
        keyEventId:
          type: string
          pattern: '[1-9][0-9]*'
        keyEventFilters:
          type: object
          description: 'TODO: something like ION?'
          properties:
            todo:
              type: string
    partial_realtime_journey.yaml-ParentSegmentRealtimeImportedAttributeAttributes:
      type: object
      properties:
        name:
          type:
          - string
          - 'null'
        description:
          type:
          - string
          - 'null'
        realtimeAttributeKind:
          type: string
          enum:
          - batch
        type:
          type: string
          enum:
          - imported
        notation:
          type: string
        createdAt:
          type: string
          format: date-time
        updatedAt:
          type: string
          format: date-time
        column:
          type: string
        identifier:
          type:
          - string
          - 'null'
        dataType:
          anyOf:
          - $ref: '#/components/schemas/ColumnType'
          - type:
            - string
            - 'null'
            description: This can be null when the corresponding AudienceAttribute is removed.
        sensitive:
          type: boolean
          enum:
          - true
          - false
      required:
      - realtimeAttributeKind
      - column
      - dataType
      - notation
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimePersonalizationReadonlyAttributes:
      type: object
      required:
      - createdAt
      - updatedAt
      properties:
        createdAt:
          type: string
          format: date-time
        updatedAt:
          type: string
          format: date-time
        referencingRealtimeAttributes:
          type: array
          items:
            type: object
            properties:
              id:
                type: string
              type:
                type: string
                enum:
                - realtime-attribute
              attributes:
                $ref: '#/components/schemas/partial_realtime_journey.yaml-ParentSegmentRealtimeAttributeAttributes'
      additionalProperties: false
    ColumnType:
      type: string
      description: Type of the column
      enum:
      - string
      - number
      - timestamp
      - date
      - string_array
      - number_array
      - boolean
    partial_realtime_journey.yaml-RealtimeCounterAttributeIncrementSettingField:
      type: object
      properties:
        type:
          type: string
          enum:
          - field
        value:
          type: string
      required:
      - type
      - value
      additionalProperties: false
    partial_realtime_journey.yaml-ParentSegmentRealtimeListAttributeAttributes:
      type: object
      properties:
        name:
          type: string
        identifier:
          type: string
        description:
          type:
          - string
          - 'null'
        type:
          type: string
          enum:
          - list
        notation:
          type: string
        realtimeKeyEventId:
          type: string
        filterRule:
          type: object
        idColumn:
          type: string
        fields:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeListAttributeFields'
        duration:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeAttributeDurationSetting'
        maxItems:
          type: number
          format: int64
        actions:
          $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeListAttributeActions'
        aggregations:
          type: array
          items:
            allOf:
            - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeListAttributeAggregation'
            - type: object
              properties:
                notation:
                  type: string
              required:
              - notation
      required:
      - name
      - identifier
      - type
      - realtimeKeyEventId
      - filterRule
      - idColumn
      - fields
      - duration
      - maxItems
      - actions
      - aggregations
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimePersonalizationAttributes:
      type: object
      required:
      - name
      - description
      - sections
      properties:
        audienceId:
          type: string
          pattern: '[1-9][0-9]*'
        name:
          type: string
        description:
          type:
          - string
          - 'null'
        sections:
          type: array
          items:
            allOf:
            - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationSectionAttributes'
            - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimePersonalizationSectionReadonlyAttributes'
      additionalProperties: false
    partial_realtime_journey.yaml-RealtimeCounterAttributeIncrementSetting:
      oneOf:
      - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeCounterAttributeIncrementSettingConst'
      - $ref: '#/components/schemas/partial_realtime_journey.yaml-RealtimeCounterAttributeIncrementSettingField'
      discriminator:
        propertyName: type
        mapping:
          const: '#/components/schemas/partial_realtime_journey.yaml-RealtimeCounterAttributeIncrementSettingConst'
          field: '#/components/schemas/partial_realtime_journey.yaml-RealtimeCounterAttributeIncrementSettingField'
    partial_realtime_journey.yaml-RealtimePersonalizationServiceAttributes:
      type: object
      required:
      - name
      - description
      - public
      properties:

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# Full source: https://raw.githubusercontent.com/api-evangelist/treasure-data/refs/heads/main/openapi/treasure-data-realtime-personalization-api-openapi.yml