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Diffstat (limited to 'spec/requests/api/ml/mlflow/model_versions_spec.rb')
-rw-r--r--spec/requests/api/ml/mlflow/model_versions_spec.rb86
1 files changed, 86 insertions, 0 deletions
diff --git a/spec/requests/api/ml/mlflow/model_versions_spec.rb b/spec/requests/api/ml/mlflow/model_versions_spec.rb
new file mode 100644
index 00000000000..f59888ec70f
--- /dev/null
+++ b/spec/requests/api/ml/mlflow/model_versions_spec.rb
@@ -0,0 +1,86 @@
+# 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