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# frozen_string_literal: true
require 'spec_helper'
RSpec.describe Packages::MlModel::FindOrCreatePackageService, feature_category: :mlops do
let_it_be(:project) { create(:project) }
let_it_be(:user) { project.creator }
let_it_be(:ci_build) { create(:ci_build, :running, user: user, project: project) }
let(:base_params) do
{
name: 'mymodel',
version: '0.0.1'
}
end
let(:params) { base_params }
describe '#execute' do
subject(:execute_service) { described_class.new(project, user, params).execute }
context 'when model does not exist' do
it 'creates the model' do
expect { subject }.to change { project.packages.ml_model.count }.by(1)
package = project.packages.ml_model.last
aggregate_failures do
expect(package.creator).to eq(user)
expect(package.package_type).to eq('ml_model')
expect(package.name).to eq('mymodel')
expect(package.version).to eq('0.0.1')
expect(package.build_infos.count).to eq(0)
end
end
context 'when build is provided' do
let(:params) { base_params.merge(build: ci_build) }
it 'creates package and package build info' do
expect { subject }.to change { project.packages.ml_model.count }.by(1)
package = project.packages.ml_model.last
aggregate_failures do
expect(package.creator).to eq(user)
expect(package.package_type).to eq('ml_model')
expect(package.name).to eq('mymodel')
expect(package.version).to eq('0.0.1')
expect(package.build_infos.first.pipeline).to eq(ci_build.pipeline)
end
end
end
end
context 'when model already exists' do
it 'does not create a new model', :aggregate_failures do
model = project.packages.ml_model.create!(params)
expect do
new_model = subject
expect(new_model).to eq(model)
end.not_to change { project.packages.ml_model.count }
end
end
end
end
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