ZenML Pipelines API

ML pipeline definitions

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OpenAPI Specification

zenml-pipelines-api-openapi.yml Raw ↑
openapi: 3.0.3
info:
  title: ZenML OSS REST Artifacts Pipelines API
  version: '1'
  description: REST API for the ZenML server, exposing operations to manage pipelines, stacks, components, artifacts, models, deployments, runs, schedules, secrets, users, projects, and triggers in a self-hosted ZenML deployment. The API is consumed by the ZenML Python SDK and CLI and can also be called directly for automation and CI/CD integration.
  contact:
    name: ZenML
    url: https://docs.zenml.io/
  license:
    name: Apache 2.0
    url: https://www.apache.org/licenses/LICENSE-2.0
servers:
- url: https://your-zenml-server.example.com/api/v1
  description: ZenML server REST API (self-hosted)
security:
- bearerAuth: []
tags:
- name: Pipelines
  description: ML pipeline definitions
paths:
  /pipelines:
    get:
      tags:
      - Pipelines
      summary: List Pipelines
      operationId: listPipelines
      parameters:
      - $ref: '#/components/parameters/Page'
      - $ref: '#/components/parameters/Size'
      - in: query
        name: name
        schema:
          type: string
      - in: query
        name: project_id
        schema:
          type: string
          format: uuid
      responses:
        '200':
          description: Page of pipelines
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PipelinePage'
    post:
      tags:
      - Pipelines
      summary: Create Pipeline
      operationId: createPipeline
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PipelineRequest'
      responses:
        '201':
          description: Pipeline created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Pipeline'
  /pipelines/{pipeline_id}:
    parameters:
    - $ref: '#/components/parameters/PipelineId'
    get:
      tags:
      - Pipelines
      summary: Get Pipeline
      operationId: getPipeline
      responses:
        '200':
          description: Pipeline detail
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Pipeline'
        '404':
          description: Pipeline not found
    delete:
      tags:
      - Pipelines
      summary: Delete Pipeline
      operationId: deletePipeline
      responses:
        '204':
          description: Pipeline deleted
components:
  parameters:
    PipelineId:
      in: path
      name: pipeline_id
      required: true
      schema:
        type: string
        format: uuid
    Page:
      in: query
      name: page
      schema:
        type: integer
        minimum: 1
        default: 1
    Size:
      in: query
      name: size
      schema:
        type: integer
        minimum: 1
        maximum: 1000
        default: 20
  schemas:
    PipelinePage:
      allOf:
      - $ref: '#/components/schemas/Page'
      - type: object
        properties:
          items:
            type: array
            items:
              $ref: '#/components/schemas/Pipeline'
    Page:
      type: object
      properties:
        index:
          type: integer
        max_size:
          type: integer
        total_pages:
          type: integer
        total:
          type: integer
    PipelineRequest:
      type: object
      required:
      - name
      properties:
        name:
          type: string
        description:
          type: string
        version:
          type: string
        project_id:
          type: string
          format: uuid
        spec:
          type: object
          additionalProperties: true
    Pipeline:
      type: object
      properties:
        id:
          type: string
          format: uuid
        name:
          type: string
        description:
          type: string
        version:
          type: string
        spec:
          type: object
          additionalProperties: true
        project_id:
          type: string
          format: uuid
        user_id:
          type: string
          format: uuid
        created:
          type: string
          format: date-time
        updated:
          type: string
          format: date-time
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT