swagger.yml

openapi: 3.0.1
info:
  title: Buyer Behavior Prediction
  description: Simple example API
  version: 1.0.1
servers:
- url: /
paths:
  /predict:
    post:
      summary: consume buyer descriptions
      operationId: main_3.predict
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Request'
              x-body-name: payloads
        required: true
      responses:
        200:
          description: Return results
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Response'

components:
  schemas:
    Response:
      type: object
      properties:
        prediction:
          type: array
          items:
            type: integer
    Request:
      type: array
      items:
        $ref: '#/components/schemas/RequestItem'
    RequestItem:
      required:
      - Administrative
      - Administrative_Duration
      - Informational
      - Informational_Duration
      - ProductRelated
      - ProductRelated_Duration
      - BounceRates
      - ExitRates
      - SpecialDay
      - PageValues
      - OperatingSystems
      - Browser
      - Region
      - TrafficType
      - Weekend
      - Month
      - VisitorType
      type: object
      properties:
        Administrative:
          type: integer
          example: 5
        Administrative_Duration:
          type: number
          format: float
          example: 36.8666
        Informational:
          type: integer
          example: 0
        Informational_Duration:
          type: number
          format: float
          example: 0.0
        ProductRelated:
          type: integer
          example: 123
        ProductRelated_Duration:
          type: number
          format: float
          example: 3886.823333
        BounceRates:
          type: number
          format: float
          example: 0.002090592
        ExitRates:
          type: number
          format: float
          example: 0.015563298
        PageValues:
          type: number
          format: float
          example: 0.0
        SpecialDay:
          type: number
          format: float
          example: 0.0
        Month:
          type: string
          example: June
        OperatingSystems:
          type: number
          format: float
          example: 2
        Browser:
          type: integer
          example: 2
        Region:
          type: integer
          example: 1
        TrafficType:
          type: integer
          example: 4
        VisitorType:
          type: string
          enum: 
            - New_Visitor
            - Other
            - Returning_Visitor
        Weekend:
          type: integer
          example: 0