# frozen_string_literal: true module API # MLFlow integration API, replicating the Rest API https://www.mlflow.org/docs/latest/rest-api.html#rest-api module Ml module Mlflow class Entrypoint < ::API::Base include APIGuard # The first part of the url is the namespace, the second part of the URL is what the MLFlow client calls MLFLOW_API_PREFIX = ':id/ml/mlflow/api/2.0/mlflow/' helpers ::API::Ml::Mlflow::ApiHelpers allow_access_with_scope :api allow_access_with_scope :read_api, if: ->(request) { request.get? || request.head? } feature_category :mlops content_type :json, 'application/json' default_format :json before do # MLFlow Client considers any status code different than 200 an error, even 201 status 200 authenticate! not_found! unless Feature.enabled?(:ml_experiment_tracking, user_project) end rescue_from ActiveRecord::ActiveRecordError do |e| invalid_parameter!(e.message) end params do requires :id, types: [String, Integer], desc: 'The ID or URL-encoded path of the project' end resource :projects, requirements: API::NAMESPACE_OR_PROJECT_REQUIREMENTS do desc 'API to interface with MLFlow Client, REST API version 1.28.0' do detail 'This feature is gated by :ml_experiment_tracking.' end namespace MLFLOW_API_PREFIX do mount ::API::Ml::Mlflow::Experiments mount ::API::Ml::Mlflow::Runs end end end end end end