JFrog

JFrog Model Versions API

Model version management

Documentation GitHub OpenAPI

Operations 4

GET /v1/models/{modelId}/versions JFrog List Model Versions #

POST /v1/models/{modelId}/versions JFrog Create Model Version #

GET /v1/models/{modelId}/versions/{versionId} JFrog Get Model Version #

DELETE /v1/models/{modelId}/versions/{versionId} JFrog Delete Model Version #

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OpenAPI Specification

openapi: 3.2.0
info:
  title: JFrog ML REST Model Versions API
  description: API for managing machine learning models, experiments, and deployments including model registry, versioning, and serving capabilities. JFrog ML (formerly Qwak) provides end-to-end MLOps features integrated with the JFrog Platform.
  version: 1.x
  contact:
    name: JFrog
    url: https://jfrog.com
  license:
    name: Proprietary
    url: https://jfrog.com/terms-of-service/
  termsOfService: https://jfrog.com/terms-of-service/
servers:
- url: https://{server}.jfrog.io/ml/api
  description: JFrog Cloud
  variables:
    server:
      default: myserver
      description: Your JFrog server name
security:
- bearerAuth: []
- basicAuth: []
tags:
- name: Model Versions
  description: Model version management
paths:
  /v1/models/{modelId}/versions:
    get:
      operationId: listModelVersions
      summary: JFrog List Model Versions
      description: Returns all versions for a specific model.
      tags:
      - Model Versions
      parameters:
      - name: modelId
        in: path
        required: true
        schema:
          type: string
        description: Model ID
      responses:
        '200':
          description: Model versions list
          content:
            application/json:
              schema:
                type: object
                properties:
                  versions:
                    type: array
                    items:
                      $ref: '#/components/schemas/ModelVersion'
    post:
      operationId: createModelVersion
      summary: JFrog Create Model Version
      description: Creates a new version for a model.
      tags:
      - Model Versions
      parameters:
      - name: modelId
        in: path
        required: true
        schema:
          type: string
        description: Model ID
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ModelVersionRequest'
      responses:
        '201':
          description: Model version created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelVersion'
  /v1/models/{modelId}/versions/{versionId}:
    get:
      operationId: getModelVersion
      summary: JFrog Get Model Version
      description: Returns details for a specific model version.
      tags:
      - Model Versions
      parameters:
      - name: modelId
        in: path
        required: true
        schema:
          type: string
        description: Model ID
      - name: versionId
        in: path
        required: true
        schema:
          type: string
        description: Version ID
      responses:
        '200':
          description: Model version details
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelVersion'
    delete:
      operationId: deleteModelVersion
      summary: JFrog Delete Model Version
      description: Deletes a specific model version.
      tags:
      - Model Versions
      parameters:
      - name: modelId
        in: path
        required: true
        schema:
          type: string
        description: Model ID
      - name: versionId
        in: path
        required: true
        schema:
          type: string
        description: Version ID
      responses:
        '204':
          description: Model version deleted
components:
  schemas:
    ModelVersion:
      type: object
      properties:
        id:
          type: string
        model_id:
          type: string
        version:
          type: string
        description:
          type: string
        status:
          type: string
          enum:
          - draft
          - staging
          - production
          - archived
        artifact_path:
          type: string
          description: Path to the model artifact in Artifactory
        metrics:
          type: object
          additionalProperties:
            type: number
          description: Key-value pairs of model metrics (accuracy, loss, etc.)
        parameters:
          type: object
          additionalProperties:
            type: string
          description: Hyperparameters used for training
        created_at:
          type: string
          format: date-time
        created_by:
          type: string
    ModelVersionRequest:
      type: object
      properties:
        version:
          type: string
        description:
          type: string
        status:
          type: string
          enum:
          - draft
          - staging
          - production
          - archived
        artifact_path:
          type: string
        metrics:
          type: object
          additionalProperties:
            type: number
        parameters:
          type: object
          additionalProperties:
            type: string
      required:
      - version
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: Access token authentication
    basicAuth:
      type: http
      scheme: basic
      description: Basic username/password authentication
externalDocs:
  description: JFrog ML REST API Documentation
  url: https://jfrog.com/help/r/jfrog-ml-documentation/jfrog-ml-rest-api