Label Studio subpackage_predictions API

openapi: 3.1.0
info:
  title: API Reference subpackage_actions subpackage_predictions API
  version: 1.0.0
servers:
- url: http://localhost:8000
tags:
- name: subpackage_predictions
paths:
  /api/predictions/:
    get:
      operationId: list
      summary: List predictions
      description: List all predictions and their IDs.
      tags:
      - subpackage_predictions
      parameters:
      - name: project
        in: query
        description: Filter predictions by project ID
        required: false
        schema:
          type: integer
      - name: task
        in: query
        description: Filter predictions by task ID
        required: false
        schema:
          type: integer
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Predictions list
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/Prediction'
    post:
      operationId: create
      summary: Create prediction
      description: Create a prediction for a specific task.
      tags:
      - subpackage_predictions
      parameters:
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '201':
          description: Created prediction
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prediction'
      requestBody:
        content:
          application/json:
            schema:
              type: object
              properties:
                model_version:
                  type: string
                  description: Model version - tag for predictions that can be used to filter tasks in Data Manager, as well as select specific model version for showing preannotations in the labeling interface
                result:
                  type: array
                  items:
                    $ref: '#/components/schemas/ApiPredictionsPostRequestBodyContentApplicationJsonSchemaResultItems'
                  description: Prediction result in JSON format. Read more about the format in [the Label Studio documentation.](https://labelstud.io/guide/predictions)
                score:
                  type: number
                  format: double
                  description: Prediction score. Can be used in Data Manager to sort task by model confidence. Task with the lowest score will be shown first.
                task:
                  type: integer
                  description: Task ID for which the prediction is created
  /api/predictions/{id}/:
    get:
      operationId: get
      summary: Get prediction details
      description: Get details about a specific prediction by its ID.
      tags:
      - subpackage_predictions
      parameters:
      - name: id
        in: path
        description: Prediction ID
        required: true
        schema:
          type: integer
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Prediction details
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prediction'
    delete:
      operationId: delete
      summary: Delete prediction
      description: Delete a prediction by prediction ID.
      tags:
      - subpackage_predictions
      parameters:
      - name: id
        in: path
        description: Prediction ID
        required: true
        schema:
          type: integer
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Successful response
    patch:
      operationId: update
      summary: Update prediction
      description: Update prediction data by prediction ID.
      tags:
      - subpackage_predictions
      parameters:
      - name: id
        in: path
        description: Prediction ID
        required: true
        schema:
          type: integer
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Updated prediction
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Prediction'
      requestBody:
        content:
          application/json:
            schema:
              type: object
              properties:
                model_version:
                  type: string
                  description: Model version - tag for predictions that can be used to filter tasks in Data Manager, as well as select specific model version for showing preannotations in the labeling interface
                result:
                  type: array
                  items:
                    $ref: '#/components/schemas/ApiPredictionsIdPatchRequestBodyContentApplicationJsonSchemaResultItems'
                  description: Prediction result in JSON format. Read more about the format in [the Label Studio documentation.](https://labelstud.io/guide/predictions)
                score:
                  type: number
                  format: double
                  description: Prediction score. Can be used in Data Manager to sort task by model confidence. Task with the lowest score will be shown first.
                task:
                  type: integer
                  description: Task ID for which the prediction is created
components:
  schemas:
    Prediction:
      type: object
      properties:
        cluster:
          type:
          - integer
          - 'null'
          description: Cluster for the current prediction
        created_ago:
          type: string
          default: ''
          description: Delta time from creation time
        created_at:
          type: string
          format: date-time
        id:
          type: integer
        mislabeling:
          type: number
          format: double
          description: Related task mislabeling score
        model:
          type:
          - integer
          - 'null'
          description: An ML Backend instance that created the prediction.
        model_run:
          type:
          - integer
          - 'null'
          description: A run of a ModelVersion that created the prediction.
        model_version:
          type: string
          description: Model version - tag for predictions that can be used to filter tasks in Data Manager, as well as select specific model version for showing preannotations in the labeling interface
        neighbors:
          oneOf:
          - description: Any type
          - type: 'null'
          description: Array of task IDs of the closest neighbors
        project:
          type:
          - integer
          - 'null'
        result:
          type: array
          items:
            $ref: '#/components/schemas/PredictionResultItems'
          description: List of prediction results for the task
        score:
          type:
          - number
          - 'null'
          format: double
          description: Prediction score
        task:
          type: integer
        updated_at:
          type: string
          format: date-time
      required:
      - created_ago
      - created_at
      - id
      - result
      - task
      - updated_at
      title: Prediction
    PredictionResultItems:
      type: object
      properties: {}
      description: List of predicted regions for the task
      title: PredictionResultItems
    ApiPredictionsPostRequestBodyContentApplicationJsonSchemaResultItems:
      type: object
      properties: {}
      title: ApiPredictionsPostRequestBodyContentApplicationJsonSchemaResultItems
    ApiPredictionsIdPatchRequestBodyContentApplicationJsonSchemaResultItems:
      type: object
      properties: {}
      title: ApiPredictionsIdPatchRequestBodyContentApplicationJsonSchemaResultItems
  securitySchemes:
    Token:
      type: apiKey
      in: header
      name: Authorization
      description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'