MLflow

MLflow Runs API

Create and manage runs within an experiment.

Documentation GitHub OpenAPI

Specifications

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OpenAPI

https://raw.githubusercontent.com/api-evangelist/mlflow/refs/heads/main/openapi/mlflow-runs-api-openapi.yml

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OpenAPI Specification

openapi: 3.1.0
info:
  title: MLflow Tracking REST Artifacts Runs API
  version: '2.0'
  summary: REST API for the MLflow tracking server, model registry, and metrics.
  description: 'MLflow is an open-source platform for the end-to-end ML and GenAI lifecycle.

    The tracking server exposes REST endpoints under `/api/2.0/mlflow` for

    experiments, runs, metrics, parameters, artifacts, and the model registry.

    See https://mlflow.org/docs/latest/rest-api.html

    '
  contact:
    name: MLflow
    url: https://mlflow.org/
  license:
    name: Apache-2.0
    url: https://www.apache.org/licenses/LICENSE-2.0
servers:
- url: http://localhost:5000
  description: Default local MLflow tracking server
- url: https://{host}
  description: Self-hosted MLflow tracking server
  variables:
    host:
      default: mlflow.example.com
      description: Hostname of the MLflow tracking server
security:
- {}
- basicAuth: []
tags:
- name: Runs
  description: Create and manage runs within an experiment.
paths:
  /api/2.0/mlflow/runs/create:
    post:
      tags:
      - Runs
      summary: Create run
      operationId: createRun
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                experiment_id:
                  type: string
                start_time:
                  type: integer
                tags:
                  type: array
                  items:
                    type: object
      responses:
        '200':
          description: Run created
  /api/2.0/mlflow/runs/update:
    post:
      tags:
      - Runs
      summary: Update run
      operationId: updateRun
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - run_id
              properties:
                run_id:
                  type: string
                status:
                  type: string
                end_time:
                  type: integer
      responses:
        '200':
          description: Run updated
  /api/2.0/mlflow/runs/get:
    get:
      tags:
      - Runs
      summary: Get run
      operationId: getRun
      parameters:
      - in: query
        name: run_id
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Run object
  /api/2.0/mlflow/runs/search:
    post:
      tags:
      - Runs
      summary: Search runs
      operationId: searchRuns
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                experiment_ids:
                  type: array
                  items:
                    type: string
                filter:
                  type: string
                max_results:
                  type: integer
      responses:
        '200':
          description: Search results
  /api/2.0/mlflow/runs/delete:
    post:
      tags:
      - Runs
      summary: Delete run
      operationId: deleteRun
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - run_id
              properties:
                run_id:
                  type: string
      responses:
        '200':
          description: Run deleted
  /api/2.0/mlflow/runs/restore:
    post:
      tags:
      - Runs
      summary: Restore run
      operationId: restoreRun
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - run_id
              properties:
                run_id:
                  type: string
      responses:
        '200':
          description: Run restored
components:
  securitySchemes:
    basicAuth:
      type: http
      scheme: basic
      description: 'Optional HTTP Basic authentication when the MLflow tracking server is

        configured with the `mlflow-basic-auth` plugin. Default open-source

        servers run without authentication.

        '