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Diffstat (limited to 'spec/requests/api/ml/mlflow/registered_models_spec.rb')
-rw-r--r--spec/requests/api/ml/mlflow/registered_models_spec.rb98
1 files changed, 89 insertions, 9 deletions
diff --git a/spec/requests/api/ml/mlflow/registered_models_spec.rb b/spec/requests/api/ml/mlflow/registered_models_spec.rb
index cd8b0a53ef3..09cf765b0b3 100644
--- a/spec/requests/api/ml/mlflow/registered_models_spec.rb
+++ b/spec/requests/api/ml/mlflow/registered_models_spec.rb
@@ -56,8 +56,8 @@ RSpec.describe API::Ml::Mlflow::RegisteredModels, feature_category: :mlops do
end
end
- it_behaves_like 'MLflow|shared model registry error cases'
- it_behaves_like 'MLflow|Requires read_api scope'
+ it_behaves_like 'MLflow|an authenticated resource'
+ it_behaves_like 'MLflow|a read-only model registry resource'
end
end
@@ -78,7 +78,7 @@ RSpec.describe API::Ml::Mlflow::RegisteredModels, feature_category: :mlops do
context 'when the model name is not passed' do
let(:params) { {} }
- it_behaves_like 'MLflow|Bad Request'
+ it_behaves_like 'MLflow|an invalid request'
end
context 'when the model name already exists' do
@@ -127,8 +127,8 @@ RSpec.describe API::Ml::Mlflow::RegisteredModels, feature_category: :mlops do
end
end
- it_behaves_like 'MLflow|shared model registry error cases'
- it_behaves_like 'MLflow|Requires api scope and write permission'
+ it_behaves_like 'MLflow|an authenticated resource'
+ it_behaves_like 'MLflow|a read/write model registry resource'
end
end
@@ -160,8 +160,8 @@ RSpec.describe API::Ml::Mlflow::RegisteredModels, feature_category: :mlops do
end
end
- it_behaves_like 'MLflow|shared model registry error cases'
- it_behaves_like 'MLflow|Requires api scope and write permission'
+ it_behaves_like 'MLflow|an authenticated resource'
+ it_behaves_like 'MLflow|a read/write model registry resource'
end
end
@@ -196,8 +196,88 @@ RSpec.describe API::Ml::Mlflow::RegisteredModels, feature_category: :mlops do
end
end
- it_behaves_like 'MLflow|shared model registry error cases'
- it_behaves_like 'MLflow|Requires read_api scope'
+ it_behaves_like 'MLflow|an authenticated resource'
+ it_behaves_like 'MLflow|a read-only model registry resource'
+ end
+ end
+
+ describe 'DELETE /projects/:id/ml/mlflow/api/2.0/mlflow/registered-models/delete' do
+ let(:model_name) { model.name }
+ let(:params) { { name: model_name } }
+ let(:route) { "/projects/#{project_id}/ml/mlflow/api/2.0/mlflow/registered-models/delete" }
+ let(:request) { delete api(route), params: params, headers: headers }
+
+ it 'returns a success response', :aggregate_failures do
+ is_expected.to have_gitlab_http_status(:ok)
+ expect(json_response).to eq({})
+ end
+
+ describe 'Error States' do
+ context 'when destroy fails' do
+ it 'returns an error' do
+ allow(Ml::DestroyModelService).to receive_message_chain(:new, :execute).and_return(false)
+
+ is_expected.to have_gitlab_http_status(:bad_request)
+ expect(json_response["message"]).to eq("Model could not be deleted")
+ end
+ end
+
+ context 'when has access' do
+ context 'and model does not exist' do
+ let(:model_name) { 'foo' }
+
+ it_behaves_like 'MLflow|Not Found - Resource Does Not Exist'
+ end
+
+ context 'and name is not passed' do
+ let(:params) { {} }
+
+ it_behaves_like 'MLflow|Not Found - Resource Does Not Exist'
+ end
+ end
+
+ it_behaves_like 'MLflow|an authenticated resource'
+ it_behaves_like 'MLflow|a read/write model registry resource'
+ end
+ end
+
+ describe 'GET /projects/:id/ml/mlflow/api/2.0/mlflow/registered-models/search' do
+ let_it_be(:model2) do
+ create(:ml_models, :with_metadata, project: project)
+ end
+
+ let(:route) { "/projects/#{project_id}/ml/mlflow/api/2.0/mlflow/registered-models/search" }
+
+ it 'returns all the models', :aggregate_failures do
+ is_expected.to have_gitlab_http_status(:ok)
+ is_expected.to match_response_schema('ml/list_models')
+ expect(json_response["registered_models"].count).to be(2)
+ end
+
+ context "with a valid filter supplied" do
+ let(:filter) { "name='#{model2.name}'" }
+ let(:route) { "/projects/#{project_id}/ml/mlflow/api/2.0/mlflow/registered-models/search?filter=#{filter}" }
+
+ it 'returns only the models for the given filter' do
+ is_expected.to have_gitlab_http_status(:ok)
+ expect(json_response["registered_models"].count).to be(1)
+ end
+ end
+
+ context "with an invalid filter supplied" do
+ let(:filter) { "description='foo'" }
+ let(:route) { "/projects/#{project_id}/ml/mlflow/api/2.0/mlflow/registered-models/search?filter=#{filter}" }
+
+ it 'returns an error' do
+ is_expected.to have_gitlab_http_status(:bad_request)
+
+ expect(json_response).to include({ 'error_code' => 'INVALID_PARAMETER_VALUE' })
+ end
+ end
+
+ describe 'Error States' do
+ it_behaves_like 'MLflow|an authenticated resource'
+ it_behaves_like 'MLflow|a read-only model registry resource'
end
end
end