# frozen_string_literal: true require 'spec_helper' RSpec.describe API::Ml::Mlflow::ModelVersions, feature_category: :mlops do let_it_be(:project) { create(:project) } let_it_be(:developer) { create(:user).tap { |u| project.add_developer(u) } } let_it_be(:another_project) { build(:project).tap { |p| p.add_developer(developer) } } let_it_be(:name) { 'a-model-name' } let_it_be(:version) { '0.0.1' } let_it_be(:model) { create(:ml_models, project: project, name: name) } let_it_be(:model_version) { create(:ml_model_versions, project: project, model: model, version: version) } let_it_be(:tokens) do { write: create(:personal_access_token, scopes: %w[read_api api], user: developer), read: create(:personal_access_token, scopes: %w[read_api], user: developer), no_access: create(:personal_access_token, scopes: %w[read_user], user: developer), different_user: create(:personal_access_token, scopes: %w[read_api api], user: build(:user)) } end let(:current_user) { developer } let(:access_token) { tokens[:write] } let(:headers) { { 'Authorization' => "Bearer #{access_token.token}" } } let(:project_id) { project.id } let(:default_params) { {} } let(:params) { default_params } let(:request) { get api(route), params: params, headers: headers } let(:json_response) { Gitlab::Json.parse(api_response.body) } subject(:api_response) do request response end describe 'GET /projects/:id/ml/mlflow/api/2.0/mlflow/model_versions/get' do let(:route) do "/projects/#{project_id}/ml/mlflow/api/2.0/mlflow/model_versions/get?name=#{name}&version=#{version}" end it 'returns the model version', :aggregate_failures do is_expected.to have_gitlab_http_status(:ok) expect(json_response['model_version']).not_to be_nil expect(json_response['model_version']['name']).to eq(name) expect(json_response['model_version']['version']).to eq(version) end describe 'Error States' do context 'when has access' do context 'and model name in incorrect' do let(:route) do "/projects/#{project_id}/ml/mlflow/api/2.0/mlflow/model_versions/get?name=--&version=#{version}" end it_behaves_like 'MLflow|Not Found - Resource Does Not Exist' end context 'and version in incorrect' do let(:route) do "/projects/#{project_id}/ml/mlflow/api/2.0/mlflow/model_versions/get?name=#{name}&version=--" end it_behaves_like 'MLflow|Not Found - Resource Does Not Exist' end context 'when user lacks read_model_registry rights' do before do allow(Ability).to receive(:allowed?).and_call_original allow(Ability).to receive(:allowed?) .with(current_user, :read_model_registry, project) .and_return(false) end it "is Not Found" do is_expected.to have_gitlab_http_status(:not_found) end end end it_behaves_like 'MLflow|shared model registry error cases' it_behaves_like 'MLflow|Requires read_api scope' end end end