diff options
Diffstat (limited to 'spec/lib/api/entities/ml/mlflow/get_run_spec.rb')
-rw-r--r-- | spec/lib/api/entities/ml/mlflow/get_run_spec.rb | 63 |
1 files changed, 63 insertions, 0 deletions
diff --git a/spec/lib/api/entities/ml/mlflow/get_run_spec.rb b/spec/lib/api/entities/ml/mlflow/get_run_spec.rb new file mode 100644 index 00000000000..513ecdeee3c --- /dev/null +++ b/spec/lib/api/entities/ml/mlflow/get_run_spec.rb @@ -0,0 +1,63 @@ +# frozen_string_literal: true + +require 'spec_helper' + +RSpec.describe API::Entities::Ml::Mlflow::GetRun, feature_category: :mlops do + let_it_be(:candidate) { build(: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.eid.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 |