# frozen_string_literal: true require 'spec_helper' RSpec.describe ::Ml::CandidateDetailsPresenter, feature_category: :mlops do let_it_be(:project) { create(:project, :private) } # rubocop:disable RSpec/FactoryBot/AvoidCreate let_it_be(:user) { project.creator } let_it_be(:experiment) { create(:ml_experiments, user: user, project: project) } # rubocop:disable RSpec/FactoryBot/AvoidCreate let_it_be(:candidate) do create(:ml_candidates, :with_artifact, experiment: experiment, user: user, project: project) # rubocop:disable RSpec/FactoryBot/AvoidCreate end let_it_be(:metrics) do [ build_stubbed(:ml_candidate_metrics, name: 'metric1', value: 0.1, candidate: candidate), build_stubbed(:ml_candidate_metrics, name: 'metric2', value: 0.2, candidate: candidate), build_stubbed(:ml_candidate_metrics, name: 'metric3', value: 0.3, candidate: candidate) ] end let_it_be(:params) do [ build_stubbed(:ml_candidate_params, name: 'param1', value: 'p1', candidate: candidate), build_stubbed(:ml_candidate_params, name: 'param2', value: 'p2', candidate: candidate) ] end subject { Gitlab::Json.parse(described_class.new(candidate).present)['candidate'] } before do allow(candidate).to receive(:latest_metrics).and_return(metrics) allow(candidate).to receive(:params).and_return(params) end describe '#execute' do context 'when candidate has metrics, params and artifacts' do it 'generates the correct params' do expect(subject['params']).to include( hash_including('name' => 'param1', 'value' => 'p1'), hash_including('name' => 'param2', 'value' => 'p2') ) end it 'generates the correct metrics' do expect(subject['metrics']).to include( hash_including('name' => 'metric1', 'value' => 0.1), hash_including('name' => 'metric2', 'value' => 0.2), hash_including('name' => 'metric3', 'value' => 0.3) ) end it 'generates the correct info' do expected_info = { 'iid' => candidate.iid, 'eid' => candidate.eid, 'path_to_artifact' => "/#{project.full_path}/-/packages/#{candidate.artifact.id}", 'experiment_name' => candidate.experiment.name, 'path_to_experiment' => "/#{project.full_path}/-/ml/experiments/#{experiment.iid}", 'status' => 'running', 'path' => "/#{project.full_path}/-/ml/candidates/#{candidate.iid}" } expect(subject['info']).to include(expected_info) end end context 'when candidate has job' do let_it_be(:pipeline) { build_stubbed(:ci_pipeline, project: project, user: user) } let_it_be(:build) { candidate.ci_build = build_stubbed(:ci_build, pipeline: pipeline, user: user) } it 'generates the correct ci' do expected_info = { 'path' => "/#{project.full_path}/-/jobs/#{build.id}", 'name' => 'test', 'user' => { 'path' => "/#{pipeline.user.username}", 'username' => pipeline.user.username } } expect(subject.dig('info', 'ci_job')).to include(expected_info) end context 'when build user is nil' do it 'does not include build user info' do expected_info = { 'path' => "/#{project.full_path}/-/jobs/#{build.id}", 'name' => 'test' } allow(build).to receive(:user).and_return(nil) expect(subject.dig('info', 'ci_job')).to eq(expected_info) end end context 'and job is from MR' do let_it_be(:mr) { pipeline.merge_request = build_stubbed(:merge_request, source_project: project) } it 'generates the correct ci' do expected_info = { 'path' => "/#{project.full_path}/-/merge_requests/#{mr.iid}", 'title' => mr.title } expect(subject.dig('info', 'ci_job', 'merge_request')).to include(expected_info) end end end end end