# frozen_string_literal: true require 'spec_helper' RSpec.describe Ml::Candidate, factory_default: :keep do let_it_be(:candidate) { create(:ml_candidates, :with_metrics_and_params) } let_it_be(:candidate2) { create(:ml_candidates, experiment: candidate.experiment) } let_it_be(:candidate_artifact) do FactoryBot.create(:generic_package, name: candidate.package_name, version: candidate.package_version, project: candidate.project) end let(:project) { candidate.experiment.project } describe 'associations' do it { is_expected.to belong_to(:experiment) } it { is_expected.to belong_to(:user) } it { is_expected.to have_many(:params) } it { is_expected.to have_many(:metrics) } it { is_expected.to have_many(:metadata) } end describe 'default values' do it { expect(described_class.new.iid).to be_present } end describe '.artifact_root' do subject { candidate.artifact_root } it { is_expected.to eq("/ml_candidate_#{candidate.id}/-/") } end describe '.package_name' do subject { candidate.package_name } it { is_expected.to eq("ml_candidate_#{candidate.id}") } end describe '.package_version' do subject { candidate.package_version } it { is_expected.to eq('-') } end describe '.artifact' do let(:tested_candidate) { candidate } subject { tested_candidate.artifact } before do candidate_artifact end context 'when has logged artifacts' do it 'returns the package' do expect(subject.name).to eq(tested_candidate.package_name) end end context 'when does not have logged artifacts' do let(:tested_candidate) { candidate2 } it { is_expected.to be_nil } end end describe '.artifact_lazy' do context 'when candidates have same the same iid' do before do BatchLoader::Executor.clear_current end it 'loads the correct artifacts', :aggregate_failures do candidate.artifact_lazy candidate2.artifact_lazy expect(Packages::Package).to receive(:joins).once.and_call_original # Only one database call expect(candidate.artifact.name).to eq(candidate.package_name) expect(candidate2.artifact).to be_nil end end end describe '#by_project_id_and_iid' do let(:project_id) { candidate.experiment.project_id } let(:iid) { candidate.iid } subject { described_class.with_project_id_and_iid(project_id, iid) } context 'when iid exists', 'and belongs to project' do it { is_expected.to eq(candidate) } end context 'when iid exists', 'and does not belong to project' do let(:project_id) { non_existing_record_id } it { is_expected.to be_nil } end context 'when iid does not exist' do let(:iid) { 'a' } it { is_expected.to be_nil } end end describe "#latest_metrics" do let_it_be(:candidate2) { create(:ml_candidates, experiment: candidate.experiment) } let!(:metric1) { create(:ml_candidate_metrics, candidate: candidate2) } let!(:metric2) { create(:ml_candidate_metrics, candidate: candidate2 ) } let!(:metric3) { create(:ml_candidate_metrics, name: metric1.name, candidate: candidate2) } subject { candidate2.latest_metrics } it 'fetches only the last metric for the name' do expect(subject).to match_array([metric2, metric3] ) end end describe "#including_relationships" do subject { described_class.including_relationships.find_by(id: candidate.id) } it 'loads latest metrics and params', :aggregate_failures do expect(subject.association_cached?(:latest_metrics)).to be(true) expect(subject.association_cached?(:params)).to be(true) expect(subject.association_cached?(:user)).to be(true) end end end