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# frozen_string_literal: true
require 'spec_helper'
RSpec.describe API::Entities::Ml::Mlflow::RunInfo, feature_category: :mlops do
let_it_be(:candidate) { build_stubbed(:ml_candidates, internal_id: 1) }
subject { described_class.new(candidate).as_json }
context 'when start_time is nil' do
it { expect(subject[:start_time]).to eq(0) }
end
context 'when start_time is not nil' do
before do
allow(candidate).to receive(:start_time).and_return(1234)
end
it { expect(subject[:start_time]).to eq(1234) }
end
describe 'end_time' do
context 'when nil' do
it { is_expected.not_to have_key(:end_time) }
end
context 'when not nil' do
before do
allow(candidate).to receive(:end_time).and_return(1234)
end
it { expect(subject[:end_time]).to eq(1234) }
end
end
describe 'run_name' do
context 'when nil' do
it { is_expected.not_to have_key(:run_name) }
end
context 'when not nil' do
before do
allow(candidate).to receive(:name).and_return('hello')
end
it { expect(subject[:run_name]).to eq('hello') }
end
end
describe 'experiment_id' do
it 'is the experiment iid as string' do
expect(subject[:experiment_id]).to eq(candidate.experiment.iid.to_s)
end
end
describe 'run_id' do
it 'is the iid as string' do
expect(subject[:run_id]).to eq(candidate.eid.to_s)
end
end
describe 'run_uuid' do
it 'is the iid as string' do
expect(subject[:run_uuid]).to eq(candidate.eid.to_s)
end
end
describe 'artifact_uri' do
context 'when candidate does not belong to a model version' do
it 'returns the generic package (legacy) format of the artifact_uri' do
expect(subject[:artifact_uri]).to eq("http://localhost/api/v4/projects/#{candidate.project_id}/packages/generic#{candidate.artifact_root}")
end
end
context 'when candidate belongs to a model version' do
let!(:version) { create(:ml_model_versions, :with_package) }
let!(:candidate) { version.candidate }
it 'returns the model version format of the artifact_uri' do
expect(subject[:artifact_uri]).to eq("http://localhost/api/v4/projects/#{candidate.project_id}/packages/ml_models/#{version.model.name}/#{version.version}")
end
end
end
describe 'lifecycle_stage' do
it 'is active' do
expect(subject[:lifecycle_stage]).to eq('active')
end
end
end
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