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Diffstat (limited to 'spec/services/ml/create_candidate_service_spec.rb')
-rw-r--r--spec/services/ml/create_candidate_service_spec.rb57
1 files changed, 57 insertions, 0 deletions
diff --git a/spec/services/ml/create_candidate_service_spec.rb b/spec/services/ml/create_candidate_service_spec.rb
new file mode 100644
index 00000000000..fb3456b0bcc
--- /dev/null
+++ b/spec/services/ml/create_candidate_service_spec.rb
@@ -0,0 +1,57 @@
+# frozen_string_literal: true
+
+require 'spec_helper'
+
+RSpec.describe ::Ml::CreateCandidateService, feature_category: :mlops do
+ describe '#execute' do
+ let_it_be(:model_version) { create(:ml_model_versions) }
+ let_it_be(:experiment) { create(:ml_experiments, project: model_version.project) }
+
+ let(:params) { {} }
+
+ subject(:candidate) { described_class.new(experiment, params).execute }
+
+ context 'with default parameters' do
+ it 'creates a candidate' do
+ expect { candidate }.to change { experiment.candidates.count }.by(1)
+ end
+
+ it 'gives a fake name' do
+ expect(candidate.name).to match(/[a-z]+-[a-z]+-[a-z]+-\d+/)
+ end
+
+ it 'sets the correct values', :aggregate_failures do
+ expect(candidate.start_time).to eq(0)
+ expect(candidate.experiment).to be(experiment)
+ expect(candidate.project).to be(experiment.project)
+ expect(candidate.user).to be_nil
+ end
+ end
+
+ context 'when parameters are passed' do
+ let(:params) do
+ {
+ start_time: 1234,
+ name: 'candidate_name',
+ model_version: model_version,
+ user: experiment.user
+ }
+ end
+
+ context 'with default parameters' do
+ it 'creates a candidate' do
+ expect { candidate }.to change { experiment.candidates.count }.by(1)
+ end
+
+ it 'sets the correct values', :aggregate_failures do
+ expect(candidate.start_time).to eq(1234)
+ expect(candidate.experiment).to be(experiment)
+ expect(candidate.project).to be(experiment.project)
+ expect(candidate.user).to be(experiment.user)
+ expect(candidate.name).to eq('candidate_name')
+ expect(candidate.model_version_id).to eq(model_version.id)
+ end
+ end
+ end
+ end
+end