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Diffstat (limited to 'spec/models/experiment_spec.rb')
-rw-r--r--spec/models/experiment_spec.rb428
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diff --git a/spec/models/experiment_spec.rb b/spec/models/experiment_spec.rb
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--- a/spec/models/experiment_spec.rb
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-# frozen_string_literal: true
-
-require 'spec_helper'
-
-RSpec.describe Experiment do
- include AfterNextHelpers
-
- subject { build(:experiment) }
-
- describe 'associations' do
- it { is_expected.to have_many(:experiment_users) }
- it { is_expected.to have_many(:experiment_subjects) }
- end
-
- describe 'validations' do
- it { is_expected.to validate_presence_of(:name) }
- it { is_expected.to validate_uniqueness_of(:name) }
- it { is_expected.to validate_length_of(:name).is_at_most(255) }
- end
-
- describe '.add_user' do
- let_it_be(:experiment_name) { :experiment_key }
- let_it_be(:user) { 'a user' }
- let_it_be(:group) { 'a group' }
- let_it_be(:context) { { a: 42 } }
-
- subject(:add_user) { described_class.add_user(experiment_name, group, user, context) }
-
- context 'when an experiment with the provided name does not exist' do
- it 'creates a new experiment record' do
- allow_next_instance_of(described_class) do |experiment|
- allow(experiment).to receive(:record_user_and_group).with(user, group, context)
- end
- expect { add_user }.to change(described_class, :count).by(1)
- end
-
- it 'forwards the user, group_type, and context to the instance' do
- expect_next_instance_of(described_class) do |experiment|
- expect(experiment).to receive(:record_user_and_group).with(user, group, context)
- end
- add_user
- end
- end
-
- context 'when an experiment with the provided name already exists' do
- let_it_be(:experiment) { create(:experiment, name: experiment_name) }
-
- it 'does not create a new experiment record' do
- allow_next_found_instance_of(described_class) do |experiment|
- allow(experiment).to receive(:record_user_and_group).with(user, group, context)
- end
- expect { add_user }.not_to change(described_class, :count)
- end
-
- it 'forwards the user, group_type, and context to the instance' do
- expect_next_found_instance_of(described_class) do |experiment|
- expect(experiment).to receive(:record_user_and_group).with(user, group, context)
- end
- add_user
- end
- end
-
- it 'works without the optional context argument' do
- allow_next_instance_of(described_class) do |experiment|
- expect(experiment).to receive(:record_user_and_group).with(user, group, {})
- end
-
- expect { described_class.add_user(experiment_name, group, user) }.not_to raise_error
- end
- end
-
- describe '.add_group' do
- let_it_be(:experiment_name) { :experiment_key }
- let_it_be(:variant) { :control }
- let_it_be(:group) { build(:group) }
-
- subject(:add_group) { described_class.add_group(experiment_name, variant: variant, group: group) }
-
- context 'when an experiment with the provided name does not exist' do
- it 'creates a new experiment record' do
- allow_next(described_class, name: :experiment_key)
- .to receive(:record_subject_and_variant!).with(group, variant)
-
- expect { add_group }.to change(described_class, :count).by(1)
- end
- end
-
- context 'when an experiment with the provided name already exists' do
- before do
- create(:experiment, name: experiment_name)
- end
-
- it 'does not create a new experiment record' do
- expect { add_group }.not_to change(described_class, :count)
- end
- end
- end
-
- describe '.record_conversion_event' do
- let_it_be(:user) { build(:user) }
- let_it_be(:context) { { a: 42 } }
-
- let(:experiment_key) { :test_experiment }
-
- subject(:record_conversion_event) { described_class.record_conversion_event(experiment_key, user, context) }
-
- context 'when no matching experiment exists' do
- it 'creates the experiment and uses it' do
- expect_next_instance_of(described_class) do |experiment|
- expect(experiment).to receive(:record_conversion_event_for_user)
- end
- expect { record_conversion_event }.to change { described_class.count }.by(1)
- end
-
- context 'but we are unable to successfully create one' do
- let(:experiment_key) { nil }
-
- it 'raises a RecordInvalid error' do
- expect { record_conversion_event }.to raise_error(ActiveRecord::RecordInvalid)
- end
- end
- end
-
- context 'when a matching experiment already exists' do
- before do
- create(:experiment, name: experiment_key)
- end
-
- it 'sends record_conversion_event_for_user to the experiment instance' do
- expect_next_found_instance_of(described_class) do |experiment|
- expect(experiment).to receive(:record_conversion_event_for_user).with(user, context)
- end
- record_conversion_event
- end
- end
- end
-
- shared_examples 'experiment user with context' do
- let_it_be(:context) { { a: 42, 'b' => 34, 'c': { c1: 100, c2: 'c2', e: :e }, d: [1, 3] } }
- let_it_be(:initial_expected_context) { { 'a' => 42, 'b' => 34, 'c' => { 'c1' => 100, 'c2' => 'c2', 'e' => 'e' }, 'd' => [1, 3] } }
-
- before do
- subject
- experiment.record_user_and_group(user, :experimental, {})
- end
-
- it 'has an initial context with stringified keys' do
- expect(ExperimentUser.last.context).to eq(initial_expected_context)
- end
-
- context 'when updated' do
- before do
- subject
- experiment.record_user_and_group(user, :experimental, new_context)
- end
-
- context 'with an empty context' do
- let_it_be(:new_context) { {} }
-
- it 'keeps the initial context' do
- expect(ExperimentUser.last.context).to eq(initial_expected_context)
- end
- end
-
- context 'with string keys' do
- let_it_be(:new_context) { { f: :some_symbol } }
-
- it 'adds new symbols stringified' do
- expected_context = initial_expected_context.merge('f' => 'some_symbol')
- expect(ExperimentUser.last.context).to eq(expected_context)
- end
- end
-
- context 'with atomic values or array values' do
- let_it_be(:new_context) { { b: 97, d: [99] } }
-
- it 'overrides the values' do
- expected_context = { 'a' => 42, 'b' => 97, 'c' => { 'c1' => 100, 'c2' => 'c2', 'e' => 'e' }, 'd' => [99] }
- expect(ExperimentUser.last.context).to eq(expected_context)
- end
- end
-
- context 'with nested hashes' do
- let_it_be(:new_context) { { c: { g: 107 } } }
-
- it 'inserts nested additional values in the same keys' do
- expected_context = initial_expected_context.deep_merge('c' => { 'g' => 107 })
- expect(ExperimentUser.last.context).to eq(expected_context)
- end
- end
- end
- end
-
- describe '#record_conversion_event_for_user' do
- let_it_be(:user) { create(:user) }
- let_it_be(:experiment) { create(:experiment) }
- let_it_be(:context) { { a: 42 } }
-
- subject { experiment.record_conversion_event_for_user(user, context) }
-
- context 'when no existing experiment_user record exists for the given user' do
- it 'does not update or create an experiment_user record' do
- expect { subject }.not_to change { ExperimentUser.all.to_a }
- end
- end
-
- context 'when an existing experiment_user exists for the given user' do
- context 'but it has already been converted' do
- let!(:experiment_user) { create(:experiment_user, experiment: experiment, user: user, converted_at: 2.days.ago) }
-
- it 'does not update the converted_at value' do
- expect { subject }.not_to change { experiment_user.converted_at }
- end
-
- it_behaves_like 'experiment user with context' do
- before do
- experiment.record_user_and_group(user, :experimental, context)
- end
- end
- end
-
- context 'and it has not yet been converted' do
- let(:experiment_user) { create(:experiment_user, experiment: experiment, user: user) }
-
- it 'updates the converted_at value' do
- expect { subject }.to change { experiment_user.reload.converted_at }
- end
-
- it_behaves_like 'experiment user with context' do
- before do
- experiment.record_user_and_group(user, :experimental, context)
- end
- end
- end
- end
- end
-
- describe '#record_conversion_event_for_subject' do
- let_it_be(:user) { create(:user) }
- let_it_be(:experiment) { create(:experiment) }
- let_it_be(:context) { { a: 42 } }
-
- subject(:record_conversion) { experiment.record_conversion_event_for_subject(user, context) }
-
- context 'when no existing experiment_subject record exists for the given user' do
- it 'does not update or create an experiment_subject record' do
- expect { record_conversion }.not_to change { ExperimentSubject.all.to_a }
- end
- end
-
- context 'when an existing experiment_subject exists for the given user' do
- context 'but it has already been converted' do
- let(:experiment_subject) { create(:experiment_subject, experiment: experiment, user: user, converted_at: 2.days.ago) }
-
- it 'does not update the converted_at value' do
- expect { record_conversion }.not_to change { experiment_subject.converted_at }
- end
- end
-
- context 'and it has not yet been converted' do
- let(:experiment_subject) { create(:experiment_subject, experiment: experiment, user: user) }
-
- it 'updates the converted_at value' do
- expect { record_conversion }.to change { experiment_subject.reload.converted_at }
- end
- end
-
- context 'with no existing context' do
- let(:experiment_subject) { create(:experiment_subject, experiment: experiment, user: user) }
-
- it 'updates the context' do
- expect { record_conversion }.to change { experiment_subject.reload.context }.to('a' => 42)
- end
- end
-
- context 'with an existing context' do
- let(:experiment_subject) { create(:experiment_subject, experiment: experiment, user: user, converted_at: 2.days.ago, context: { b: 1 } ) }
-
- it 'merges the context' do
- expect { record_conversion }.to change { experiment_subject.reload.context }.to('a' => 42, 'b' => 1)
- end
- end
- end
- end
-
- describe '#record_subject_and_variant!' do
- let_it_be(:subject_to_record) { create(:group) }
- let_it_be(:variant) { :control }
- let_it_be(:experiment) { create(:experiment) }
-
- subject(:record_subject_and_variant!) { experiment.record_subject_and_variant!(subject_to_record, variant) }
-
- context 'when no existing experiment_subject record exists for the given subject' do
- it 'creates an experiment_subject record' do
- expect { record_subject_and_variant! }.to change(ExperimentSubject, :count).by(1)
- expect(ExperimentSubject.last.variant).to eq(variant.to_s)
- end
- end
-
- context 'when an existing experiment_subject exists for the given subject' do
- let_it_be(:experiment_subject) do
- create(:experiment_subject, experiment: experiment, namespace: subject_to_record, user: nil, variant: :experimental)
- end
-
- context 'when it belongs to the same variant' do
- let(:variant) { :experimental }
-
- it 'does not initiate a transaction' do
- expect(Experiment.connection).not_to receive(:transaction)
-
- subject
- end
- end
-
- context 'but it belonged to a different variant' do
- it 'updates the variant value' do
- expect { record_subject_and_variant! }.to change { experiment_subject.reload.variant }.to('control')
- end
- end
- end
-
- describe 'providing a subject to record' do
- context 'when given a group as subject' do
- it 'saves the namespace as the experiment subject' do
- expect(record_subject_and_variant!.namespace).to eq(subject_to_record)
- end
- end
-
- context 'when given a users namespace as subject' do
- let_it_be(:subject_to_record) { build(:namespace) }
-
- it 'saves the namespace as the experiment_subject' do
- expect(record_subject_and_variant!.namespace).to eq(subject_to_record)
- end
- end
-
- context 'when given a user as subject' do
- let_it_be(:subject_to_record) { build(:user) }
-
- it 'saves the user as experiment_subject user' do
- expect(record_subject_and_variant!.user).to eq(subject_to_record)
- end
- end
-
- context 'when given a project as subject' do
- let_it_be(:subject_to_record) { build(:project) }
-
- it 'saves the project as experiment_subject user' do
- expect(record_subject_and_variant!.project).to eq(subject_to_record)
- end
- end
-
- context 'when given no subject' do
- let_it_be(:subject_to_record) { nil }
-
- it 'raises an error' do
- expect { record_subject_and_variant! }.to raise_error('Incompatible subject provided!')
- end
- end
-
- context 'when given an incompatible subject' do
- let_it_be(:subject_to_record) { build(:ci_build) }
-
- it 'raises an error' do
- expect { record_subject_and_variant! }.to raise_error('Incompatible subject provided!')
- end
- end
- end
- end
-
- describe '#record_user_and_group' do
- let_it_be(:experiment) { create(:experiment) }
- let_it_be(:user) { create(:user) }
- let_it_be(:group) { :control }
- let_it_be(:context) { { a: 42 } }
-
- subject { experiment.record_user_and_group(user, group, context) }
-
- context 'when an experiment_user does not yet exist for the given user' do
- it 'creates a new experiment_user record' do
- expect { subject }.to change(ExperimentUser, :count).by(1)
- end
-
- it 'assigns the correct group_type to the experiment_user' do
- subject
-
- expect(ExperimentUser.last.group_type).to eq('control')
- end
-
- it 'adds the correct context to the experiment_user' do
- subject
-
- expect(ExperimentUser.last.context).to eq({ 'a' => 42 })
- end
- end
-
- context 'when an experiment_user already exists for the given user' do
- before do
- # Create an existing experiment_user for this experiment and the :control group
- experiment.record_user_and_group(user, :control)
- end
-
- it 'does not create a new experiment_user record' do
- expect { subject }.not_to change(ExperimentUser, :count)
- end
-
- context 'when group type or context did not change' do
- let(:context) { {} }
-
- it 'does not initiate a transaction' do
- expect(Experiment.connection).not_to receive(:transaction)
-
- subject
- end
- end
-
- context 'but the group_type and context has changed' do
- let(:group) { :experimental }
-
- it 'updates the existing experiment_user record with group_type' do
- expect { subject }.to change { ExperimentUser.last.group_type }
- end
- end
-
- it_behaves_like 'experiment user with context'
- end
- end
-end