app/models/ml/candidate.rb


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# 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 }

    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