# frozen_string_literal: true module Ml class Candidate < ApplicationRecord enum status: { running: 0, scheduled: 1, finished: 2, failed: 3, killed: 4 } validates :iid, :experiment, presence: true validates :status, inclusion: { in: statuses.keys } belongs_to :experiment, class_name: 'Ml::Experiment' belongs_to :user has_many :metrics, class_name: 'Ml::CandidateMetric' has_many :params, class_name: 'Ml::CandidateParam' default_value_for(:iid) { SecureRandom.uuid } def artifact_root "/ml_candidate_#{iid}/-/" end class << self def with_project_id_and_iid(project_id, iid) return unless project_id.present? && iid.present? joins(:experiment).find_by(experiment: { project_id: project_id }, iid: iid) end end end end