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Diffstat (limited to 'spec/helpers/projects/ml/experiments_helper_spec.rb')
-rw-r--r--spec/helpers/projects/ml/experiments_helper_spec.rb43
1 files changed, 31 insertions, 12 deletions
diff --git a/spec/helpers/projects/ml/experiments_helper_spec.rb b/spec/helpers/projects/ml/experiments_helper_spec.rb
index e6959a03c4a..2b70201456a 100644
--- a/spec/helpers/projects/ml/experiments_helper_spec.rb
+++ b/spec/helpers/projects/ml/experiments_helper_spec.rb
@@ -9,7 +9,7 @@ RSpec.describe Projects::Ml::ExperimentsHelper, feature_category: :mlops do
let_it_be(:project) { create(:project, :private) }
let_it_be(:experiment) { create(:ml_experiments, user_id: project.creator, project: project) }
let_it_be(:candidate0) do
- create(:ml_candidates, experiment: experiment, user: project.creator).tap do |c|
+ create(:ml_candidates, :with_artifact, experiment: experiment, user: project.creator).tap do |c|
c.params.build([{ name: 'param1', value: 'p1' }, { name: 'param2', value: 'p2' }])
c.metrics.create!(
[{ name: 'metric1', value: 0.1 }, { name: 'metric2', value: 0.2 }, { name: 'metric3', value: 0.3 }]
@@ -18,7 +18,7 @@ RSpec.describe Projects::Ml::ExperimentsHelper, feature_category: :mlops do
end
let_it_be(:candidate1) do
- create(:ml_candidates, experiment: experiment, user: project.creator).tap do |c|
+ create(:ml_candidates, experiment: experiment, user: project.creator, name: 'candidate1').tap do |c|
c.params.build([{ name: 'param2', value: 'p3' }, { name: 'param3', value: 'p4' }])
c.metrics.create!(name: 'metric3', value: 0.4)
end
@@ -27,17 +27,39 @@ RSpec.describe Projects::Ml::ExperimentsHelper, feature_category: :mlops do
let_it_be(:candidates) { [candidate0, candidate1] }
describe '#candidates_table_items' do
- subject { helper.candidates_table_items(candidates) }
+ subject { Gitlab::Json.parse(helper.candidates_table_items(candidates)) }
- it 'creates the correct model for the table' do
- expected_value = [
+ it 'creates the correct model for the table', :aggregate_failures do
+ expected_values = [
{ 'param1' => 'p1', 'param2' => 'p2', 'metric1' => '0.1000', 'metric2' => '0.2000', 'metric3' => '0.3000',
- 'artifact' => nil, 'details' => "/#{project.full_path}/-/ml/candidates/#{candidate0.iid}" },
+ 'artifact' => "/#{project.full_path}/-/packages/#{candidate0.artifact.id}",
+ 'details' => "/#{project.full_path}/-/ml/candidates/#{candidate0.iid}",
+ 'name' => candidate0.name,
+ 'created_at' => candidate0.created_at.strftime('%Y-%m-%dT%H:%M:%S.%LZ'),
+ 'user' => { 'username' => candidate0.user.username, 'path' => "/#{candidate0.user.username}" } },
{ 'param2' => 'p3', 'param3' => 'p4', 'metric3' => '0.4000',
- 'artifact' => nil, 'details' => "/#{project.full_path}/-/ml/candidates/#{candidate1.iid}" }
+ 'artifact' => nil, 'details' => "/#{project.full_path}/-/ml/candidates/#{candidate1.iid}",
+ 'name' => candidate1.name,
+ 'created_at' => candidate1.created_at.strftime('%Y-%m-%dT%H:%M:%S.%LZ'),
+ 'user' => { 'username' => candidate1.user.username, 'path' => "/#{candidate1.user.username}" } }
]
- expect(Gitlab::Json.parse(subject)).to match_array(expected_value)
+ subject.sort_by! { |s| s[:name] }
+
+ expect(subject[0]).to eq(expected_values[0])
+ expect(subject[1]).to eq(expected_values[1])
+ end
+
+ context 'when candidate does not have user' do
+ let(:candidates) { [candidate0] }
+
+ before do
+ allow(candidate0).to receive(:user).and_return(nil)
+ end
+
+ it 'has the user property, but is nil' do
+ expect(subject[0]['user']).to be_nil
+ end
end
end
@@ -57,9 +79,6 @@ RSpec.describe Projects::Ml::ExperimentsHelper, feature_category: :mlops do
describe '#candidate_as_data' do
let(:candidate) { candidate0 }
- let(:package) do
- create(:generic_package, name: candidate.package_name, version: candidate.package_version, project: project)
- end
subject { Gitlab::Json.parse(helper.candidate_as_data(candidate)) }
@@ -81,7 +100,7 @@ RSpec.describe Projects::Ml::ExperimentsHelper, feature_category: :mlops do
it 'generates the correct info' do
expected_info = {
'iid' => candidate.iid,
- 'path_to_artifact' => "/#{project.full_path}/-/packages/#{package.id}",
+ 'path_to_artifact' => "/#{project.full_path}/-/packages/#{candidate.artifact.id}",
'experiment_name' => candidate.experiment.name,
'path_to_experiment' => "/#{project.full_path}/-/ml/experiments/#{experiment.iid}",
'status' => 'running'