openapi: "3.0.0"
info:
  version: 0.0.1
  title: marvin_titanic_engine API Doc
  contact:
      name: mantainer jeremy.elster
      email: jeremy.elster@b2wdigital.com
      url: https://github.com/marvin-ai
  license:
    name: Apache License 2.0
servers:
  - url: http://localhost:8000
  - url: http://0.0.0.0:8000
tags:
  - name: Docker
    description: For Docker users, please use "make docker-build" and "make docker-run" commands in your engine virtualenv to start the server
  - name: Acquisitor
    description: Setup the initial_dataset with all cleaned data necessary to build your dataset in the next action
  - name: Tpreparator
    description: Setup the dataset with the transformed data that is compatible with the algorithm used to build the model in the next action
  - name: Trainer
    description: Setup the model with the result of the algorithm used to training
  - name: Evaluator
    description: Setup the metrics with the result of the algorithms used to test the model
  - name: Predictor
    description: Return the predicted value in a json parsable object format
  - name: Feedback
    description: Receive feedback message, user can manipulate this message for any use
  - name: Pipeline
    description: Perform all batch actions in your right order
paths:
  /acquisitor/health:
    get:
      summary: Get acquisitor's service health
      operationId: getHealth
      tags:
        - Acquisitor
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /acquisitor/status:
    get:
      summary: Get acquisitor's service status
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      operationId: getStatus
      tags:
        - Acquisitor
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /acquisitor:
    post:
      summary: Run acquisitor
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: acquisit
      tags:
        - Acquisitor
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /tpreparator/health:
    get:
      summary: Get trainer preparator's service health
      operationId: tpreparator
      tags:
        - Tpreparator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /tpreparator/status:
    get:
      summary: Get trainer preparator's service status
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      operationId: getStatus
      tags:
        - Tpreparator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /tpreparator/reload?protocol=:
    put:
      summary: Reload artifact for trainer preparator
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: tpreparator
      tags:
        - Tpreparator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /tpreparator:
    post:
      summary: Run trainer preparator
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: tpreparator
      tags:
        - Tpreparator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /trainer/health:
    get:
      summary: Get trainer's service health
      operationId: trainer
      tags:
        - Trainer
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /trainer/status:
    get:
      summary: Get trainer's service status
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      operationId: getStatus
      tags:
        - Trainer
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /trainer/reload?protocol=:
    put:
      summary: Reload artifact for trainer
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: trainer
      tags:
        - Trainer
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /trainer:
    post:
      summary: Run trainer
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: trainer
      tags:
        - Trainer
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /evaluator/health:
    get:
      summary: Get evaluator's service health
      operationId: evaluator
      tags:
        - Evaluator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /evaluator/status:
    get:
      summary: Get evaluator's service status
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      operationId: getStatus
      tags:
        - Evaluator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /evaluator/metrics?protocol=:
    get:
      summary: Get metrics's value
      parameters: 
        - in: query
          name: protocol
          schema: 
            type: string
          required: true
          description: Metrics protocol value
      operationId: getMetrics
      tags:
        - Evaluator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /evaluator/reload?protocol=:
    put:
      summary: Reload artifact for evaluator
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      operationId: evaluator
      tags:
        - Evaluator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /evaluator:
    post:
      summary: Run evaluator
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: evaluator
      tags:
        - Evaluator
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /predictor/health:
    get:
      summary: Get predictor's service health
      operationId: getHealth
      tags:
        - Predictor
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /predictor/status:
    get:
      summary: Get predictor's service status
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      operationId: getStatus
      tags:
        - Predictor
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /predictor/reload?protocol=:
    put:
      summary: Reload artifact for predictor
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: reloadArtifact
      tags:
        - Predictor
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /predictor:
    post:
      summary: Run predictor
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: predict
      tags:
        - Predictor
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /feedback/health:
    get:
      summary: Get feedback's service health
      operationId: feedback
      tags:
        - Feedback
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /feedback/status:
    get:
      summary: Get feedback's service status
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      operationId: getStatus
      tags:
        - Feedback
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /feedback/reload?protocol=:
    put:
      summary: Reload artifact for feedback
      parameters: 
        - in: query
          name: protocol
          schema:
            type: string
          required: true
          description: The Protocol value generated from last action
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: reloadArtifact
      tags:
        - Feedback
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /feedback:
    post:
      summary: Run feedback
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: feedback
      tags:
        - Feedback
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable
  /pipeline:
    post:
      summary: Do all batch actions (from Acquisitor to Evaluator)
      requestBody:
        description: The default value for body is an empty json object
        required: true
        content:
          application/json:
            schema:
              type: object
      operationId: pipeline
      tags:
        - Pipeline
      responses:
        '200':
          description: Result Message / Success
        '400':
          description: Bad Request / Illegal Argument / Missing Parameters
        '500':
          description: Internal Server Error / Timeout
        '503':
          description: Service Unavailable