Kubeflow

Kubeflow Pipelines API

Manage pipeline definitions

Documentation GitHub OpenAPI

Operations 4

GET /apis/v2beta1/pipelines List pipelines #

POST /apis/v2beta1/pipelines Create a pipeline #

GET /apis/v2beta1/pipelines/{pipeline_id} Get pipeline by ID #

DELETE /apis/v2beta1/pipelines/{pipeline_id} Delete pipeline #

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OpenAPI Specification

openapi: 3.2.0
info:
  title: Kubeflow Experiments Pipelines API
  description: REST API for the Kubeflow Pipelines platform (v2beta1). Enables programmatic management of experiments, pipelines, pipeline versions, runs, and recurring jobs for machine learning workflows running on Kubernetes. Authentication depends on the Kubeflow distribution and is typically a bearer token or session cookie provided in request headers.
  version: 2beta1
  contact:
    name: Kubeflow Pipelines
    url: https://www.kubeflow.org/docs/components/pipelines/
  license:
    name: Apache 2.0
    url: https://www.apache.org/licenses/LICENSE-2.0.html
servers:
- url: https://{host}/pipeline
  description: Kubeflow Pipelines deployment (replace {host} with your cluster hostname)
  variables:
    host:
      default: kubeflow.example.com
      description: Hostname of the Kubeflow deployment
security:
- bearerAuth: []
tags:
- name: Pipelines
  description: Manage pipeline definitions
paths:
  /apis/v2beta1/pipelines:
    get:
      tags:
      - Pipelines
      operationId: listPipelines
      summary: List pipelines
      parameters:
      - in: query
        name: namespace
        schema:
          type: string
      - in: query
        name: page_size
        schema:
          type: integer
      - in: query
        name: page_token
        schema:
          type: string
      - in: query
        name: sort_by
        schema:
          type: string
      - in: query
        name: filter
        schema:
          type: string
      responses:
        '200':
          description: List of pipelines
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListPipelinesResponse'
    post:
      tags:
      - Pipelines
      operationId: createPipeline
      summary: Create a pipeline
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Pipeline'
      responses:
        '200':
          description: Pipeline created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Pipeline'
  /apis/v2beta1/pipelines/{pipeline_id}:
    get:
      tags:
      - Pipelines
      operationId: getPipeline
      summary: Get pipeline by ID
      parameters:
      - in: path
        name: pipeline_id
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Pipeline
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Pipeline'
    delete:
      tags:
      - Pipelines
      operationId: deletePipeline
      summary: Delete pipeline
      parameters:
      - in: path
        name: pipeline_id
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Deleted
components:
  schemas:
    Pipeline:
      type: object
      properties:
        pipeline_id:
          type: string
          readOnly: true
        display_name:
          type: string
        description:
          type: string
        created_at:
          type: string
          format: date-time
          readOnly: true
        namespace:
          type: string
    ListPipelinesResponse:
      type: object
      properties:
        pipelines:
          type: array
          items:
            $ref: '#/components/schemas/Pipeline'
        total_size:
          type: integer
        next_page_token:
          type: string
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: Bearer token issued by your Kubeflow distribution's identity provider. Some deployments use a session cookie instead.