# frozen_string_literal: true require 'spec_helper' RSpec.describe API::Entities::Ml::Mlflow::Run do let_it_be(:candidate) { create(:ml_candidates, :with_metrics_and_params) } subject { described_class.new(candidate).as_json } it 'has run key' do expect(subject).to have_key(:run) end it 'has the id' do expect(subject.dig(:run, :info, :run_id)).to eq(candidate.iid.to_s) end it 'presents the metrics' do expect(subject.dig(:run, :data, :metrics).size).to eq(candidate.metrics.size) end it 'presents metrics correctly' do presented_metric = subject.dig(:run, :data, :metrics)[0] metric = candidate.metrics[0] expect(presented_metric[:key]).to eq(metric.name) expect(presented_metric[:value]).to eq(metric.value) expect(presented_metric[:timestamp]).to eq(metric.tracked_at) expect(presented_metric[:step]).to eq(metric.step) end it 'presents the params' do expect(subject.dig(:run, :data, :params).size).to eq(candidate.params.size) end it 'presents params correctly' do presented_param = subject.dig(:run, :data, :params)[0] param = candidate.params[0] expect(presented_param[:key]).to eq(param.name) expect(presented_param[:value]).to eq(param.value) end context 'when candidate has no metrics' do before do allow(candidate).to receive(:metrics).and_return([]) end it 'returns empty data' do expect(subject.dig(:run, :data, :metrics)).to be_empty end end context 'when candidate has no params' do before do allow(candidate).to receive(:params).and_return([]) end it 'data is empty' do expect(subject.dig(:run, :data, :params)).to be_empty end end end