diff options
Diffstat (limited to 'spec/requests/api/ml/mlflow_spec.rb')
-rw-r--r-- | spec/requests/api/ml/mlflow_spec.rb | 180 |
1 files changed, 179 insertions, 1 deletions
diff --git a/spec/requests/api/ml/mlflow_spec.rb b/spec/requests/api/ml/mlflow_spec.rb index 534947fcac7..4e7091a5b0f 100644 --- a/spec/requests/api/ml/mlflow_spec.rb +++ b/spec/requests/api/ml/mlflow_spec.rb @@ -14,9 +14,18 @@ RSpec.describe API::Ml::Mlflow do create(:ml_experiments, user: project.creator, project: project) end + let_it_be(:candidate) do + create(:ml_candidates, user: experiment.user, start_time: 1234, experiment: experiment) + end + + let_it_be(:another_candidate) do + create(:ml_candidates, + experiment: create(:ml_experiments, project: create(:project))) + end + let(:current_user) { developer } let(:ff_value) { true } - let(:scopes) { %w[api] } + let(:scopes) { %w[read_api api] } let(:headers) do { 'Authorization' => "Bearer #{create(:personal_access_token, scopes: scopes, user: current_user).token}" } end @@ -46,6 +55,22 @@ RSpec.describe API::Ml::Mlflow do end end + shared_examples 'Requires api scope' do + context 'when user has access but token has wrong scope' do + let(:scopes) { %w[read_api] } + + it { expect(response).to have_gitlab_http_status(:forbidden) } + end + end + + shared_examples 'Requires read_api scope' do + context 'when user has access but token has wrong scope' do + let(:scopes) { %w[read_user] } + + it { expect(response).to have_gitlab_http_status(:forbidden) } + end + end + shared_examples 'Bad Request' do |error_code = nil| it "is Bad Request" do expect(response).to have_gitlab_http_status(:bad_request) @@ -109,6 +134,7 @@ RSpec.describe API::Ml::Mlflow do end it_behaves_like 'shared error cases' + it_behaves_like 'Requires read_api scope' end end @@ -145,6 +171,7 @@ RSpec.describe API::Ml::Mlflow do end it_behaves_like 'shared error cases' + it_behaves_like 'Requires read_api scope' end end @@ -183,6 +210,157 @@ RSpec.describe API::Ml::Mlflow do it_behaves_like 'Not Found', '404 Project Not Found' end + + it_behaves_like 'shared error cases' + it_behaves_like 'Requires api scope' + end + end + + describe 'Runs' do + describe 'POST /projects/:id/ml/mflow/api/2.0/mlflow/runs/create' do + let(:route) do + "/projects/#{project.id}/ml/mflow/api/2.0/mlflow/runs/create" + end + + let(:params) { { experiment_id: experiment.iid.to_s, start_time: Time.now.to_i } } + let(:request) { post api(route), params: params, headers: headers } + + it 'creates the run' do + expected_properties = { + 'experiment_id' => params[:experiment_id], + 'user_id' => current_user.id.to_s, + 'start_time' => params[:start_time], + 'artifact_uri' => 'not_implemented', + 'status' => "RUNNING", + 'lifecycle_stage' => "active" + } + + expect(response).to have_gitlab_http_status(:created) + expect(response).to match_response_schema('ml/run') + expect(json_response['run']).to include('info' => hash_including(**expected_properties), 'data' => {}) + end + + describe 'Error States' do + context 'when experiment id is not passed' do + let(:params) { {} } + + it_behaves_like 'Bad Request' + end + + context 'when experiment id does not exist' do + let(:params) { { experiment_id: non_existing_record_iid.to_s } } + + it_behaves_like 'Not Found - Resource Does Not Exist' + end + + it_behaves_like 'shared error cases' + it_behaves_like 'Requires api scope' + end + end + + describe 'GET /projects/:id/ml/mflow/api/2.0/mlflow/runs/get' do + let_it_be(:route) do + "/projects/#{project.id}/ml/mflow/api/2.0/mlflow/runs/get" + end + + let_it_be(:candidate) { create(:ml_candidates, user: experiment.user, start_time: 1234, experiment: experiment) } + + let(:params) { { 'run_id' => candidate.iid } } + + it 'gets the run' do + expected_properties = { + 'experiment_id' => candidate.experiment.iid.to_s, + 'user_id' => candidate.user.id.to_s, + 'start_time' => candidate.start_time, + 'artifact_uri' => 'not_implemented', + 'status' => "RUNNING", + 'lifecycle_stage' => "active" + } + + expect(response).to have_gitlab_http_status(:success) + expect(response).to match_response_schema('ml/run') + expect(json_response['run']).to include('info' => hash_including(**expected_properties), 'data' => {}) + end + + describe 'Error States' do + context 'when run id is not passed' do + let(:params) { {} } + + it_behaves_like 'Not Found - Resource Does Not Exist' + end + + context 'when run id does not exist' do + let(:params) { { run_id: non_existing_record_iid.to_s } } + + it_behaves_like 'Not Found - Resource Does Not Exist' + end + + context 'when run id exists but does not belong to project' do + let(:params) { { run_id: another_candidate.iid.to_s } } + + it_behaves_like 'Not Found - Resource Does Not Exist' + end + + it_behaves_like 'shared error cases' + it_behaves_like 'Requires read_api scope' + end + end + end + + describe 'POST /projects/:id/ml/mflow/api/2.0/mlflow/runs/update' do + let(:route) { "/projects/#{project.id}/ml/mflow/api/2.0/mlflow/runs/update" } + let(:params) { { run_id: candidate.iid.to_s, status: 'FAILED', end_time: Time.now.to_i } } + let(:request) { post api(route), params: params, headers: headers } + + it 'updates the run' do + expected_properties = { + 'experiment_id' => candidate.experiment.iid.to_s, + 'user_id' => candidate.user.id.to_s, + 'start_time' => candidate.start_time, + 'end_time' => params[:end_time], + 'artifact_uri' => 'not_implemented', + 'status' => 'FAILED', + 'lifecycle_stage' => 'active' + } + + expect(response).to have_gitlab_http_status(:success) + expect(response).to match_response_schema('ml/update_run') + expect(json_response).to include('run_info' => hash_including(**expected_properties)) + end + + describe 'Error States' do + context 'when run id is not passed' do + let(:params) { {} } + + it_behaves_like 'Not Found - Resource Does Not Exist' + end + + context 'when run id does not exist' do + let(:params) { { run_id: non_existing_record_iid.to_s } } + + it_behaves_like 'Not Found - Resource Does Not Exist' + end + + context 'when run id exists but does not belong to project' do + let(:params) { { run_id: another_candidate.iid.to_s } } + + it_behaves_like 'Not Found - Resource Does Not Exist' + end + + context 'when run id exists but status in invalid' do + let(:params) { { run_id: candidate.iid.to_s, status: 'YOLO', end_time: Time.now.to_i } } + + it_behaves_like 'Bad Request' + end + + context 'when run id exists but end_time is invalid' do + let(:params) { { run_id: candidate.iid.to_s, status: 'FAILED', end_time: 's' } } + + it_behaves_like 'Bad Request' + end + + it_behaves_like 'shared error cases' + it_behaves_like 'Requires api scope' end end end |