# frozen_string_literal: true require 'spec_helper' RSpec.describe Gitlab::Utils::UsageData do include Database::DatabaseHelpers describe '#count' do let(:relation) { double(:relation) } it 'returns the count when counting succeeds' do allow(relation).to receive(:count).and_return(1) expect(described_class.count(relation, batch: false)).to eq(1) end it 'returns the fallback value when counting fails' do stub_const("Gitlab::Utils::UsageData::FALLBACK", 15) allow(relation).to receive(:count).and_raise(ActiveRecord::StatementInvalid.new('')) expect(described_class.count(relation, batch: false)).to eq(15) end end describe '#distinct_count' do let(:relation) { double(:relation) } it 'returns the count when counting succeeds' do allow(relation).to receive(:distinct_count_by).and_return(1) expect(described_class.distinct_count(relation, batch: false)).to eq(1) end it 'returns the fallback value when counting fails' do stub_const("Gitlab::Utils::UsageData::FALLBACK", 15) allow(relation).to receive(:distinct_count_by).and_raise(ActiveRecord::StatementInvalid.new('')) expect(described_class.distinct_count(relation, batch: false)).to eq(15) end end describe '#estimate_batch_distinct_count' do let(:error_rate) { Gitlab::Database::PostgresHll::BatchDistinctCounter::ERROR_RATE } # HyperLogLog is a probabilistic algorithm, which provides estimated data, with given error margin let(:relation) { double(:relation) } before do allow(ActiveRecord::Base.connection).to receive(:transaction_open?).and_return(false) end it 'delegates counting to counter class instance' do buckets = instance_double(Gitlab::Database::PostgresHll::Buckets) expect_next_instance_of(Gitlab::Database::PostgresHll::BatchDistinctCounter, relation, 'column') do |instance| expect(instance).to receive(:execute) .with(batch_size: nil, start: nil, finish: nil) .and_return(buckets) end expect(buckets).to receive(:estimated_distinct_count).and_return(5) expect(described_class.estimate_batch_distinct_count(relation, 'column')).to eq(5) end it 'yield provided block with PostgresHll::Buckets' do buckets = Gitlab::Database::PostgresHll::Buckets.new allow_next_instance_of(Gitlab::Database::PostgresHll::BatchDistinctCounter) do |instance| allow(instance).to receive(:execute).and_return(buckets) end expect { |block| described_class.estimate_batch_distinct_count(relation, 'column', &block) }.to yield_with_args(buckets) end context 'quasi integration test for different counting parameters' do # HyperLogLog http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf algorithm # used in estimate_batch_distinct_count produce probabilistic # estimations of unique values present in dataset, because of that its results # are always off by some small factor from real value. However for given # dataset it provide consistent and deterministic result. In the following context # analyzed sets consist of values: # build_needs set: ['1', '2', '3', '4', '5'] # ci_build set ['a', 'b'] # with them, current implementation is expected to consistently report # 5.217656147118495 and 2.0809220082170614 values # This test suite is expected to assure, that HyperLogLog implementation # behaves consistently between changes made to other parts of codebase. # In case of fine tuning or changes to HyperLogLog algorithm implementation # one should run in depth analysis of accuracy with supplementary rake tasks # currently under implementation at https://gitlab.com/gitlab-org/gitlab/-/merge_requests/51118 # and adjust used values in this context accordingly. let_it_be(:build) { create(:ci_build, name: 'a') } let_it_be(:another_build) { create(:ci_build, name: 'b') } let(:model) { Ci::BuildNeed } let(:column) { :name } let(:build_needs_estimated_cardinality) { 5.217656147118495 } let(:ci_builds_estimated_cardinality) { 2.0809220082170614 } context 'different counting parameters' do before_all do 1.upto(3) { |i| create(:ci_build_need, name: i, build: build) } 4.upto(5) { |i| create(:ci_build_need, name: i, build: another_build) } end it 'counts with symbol passed in column argument' do expect(described_class.estimate_batch_distinct_count(model, column)).to eq(build_needs_estimated_cardinality) end it 'counts with string passed in column argument' do expect(described_class.estimate_batch_distinct_count(model, column.to_s)).to eq(build_needs_estimated_cardinality) end it 'counts with table.column passed in column argument' do expect(described_class.estimate_batch_distinct_count(model, "#{model.table_name}.#{column}")).to eq(build_needs_estimated_cardinality) end it 'counts with Arel passed in column argument' do expect(described_class.estimate_batch_distinct_count(model, model.arel_table[column])).to eq(build_needs_estimated_cardinality) end it 'counts over joined relations' do expect(described_class.estimate_batch_distinct_count(model.joins(:build), "ci_builds.name")).to eq(ci_builds_estimated_cardinality) end it 'counts with :column field with batch_size of 50K' do expect(described_class.estimate_batch_distinct_count(model, column, batch_size: 50_000)).to eq(build_needs_estimated_cardinality) end it 'counts with different number of batches and aggregates total result' do stub_const('Gitlab::Database::PostgresHll::BatchDistinctCounter::MIN_REQUIRED_BATCH_SIZE', 0) [1, 2, 4, 5, 6].each { |i| expect(described_class.estimate_batch_distinct_count(model, column, batch_size: i)).to eq(build_needs_estimated_cardinality) } end it 'counts with a start and finish' do expect(described_class.estimate_batch_distinct_count(model, column, start: model.minimum(:id), finish: model.maximum(:id))).to eq(build_needs_estimated_cardinality) end end end describe 'error handling' do before do stub_const("Gitlab::Utils::UsageData::FALLBACK", 3) stub_const("Gitlab::Utils::UsageData::DISTRIBUTED_HLL_FALLBACK", 4) end it 'returns fallback if counter raises WRONG_CONFIGURATION_ERROR' do expect(described_class.estimate_batch_distinct_count(relation, 'id', start: 1, finish: 0)).to eq 3 end it 'returns default fallback value when counting fails due to database error' do allow(Gitlab::Database::PostgresHll::BatchDistinctCounter).to receive(:new).and_raise(ActiveRecord::StatementInvalid.new('')) expect(described_class.estimate_batch_distinct_count(relation)).to eq(3) end it 'logs error and returns DISTRIBUTED_HLL_FALLBACK value when counting raises any error', :aggregate_failures do error = StandardError.new('') allow(Gitlab::Database::PostgresHll::BatchDistinctCounter).to receive(:new).and_raise(error) expect(Gitlab::ErrorTracking).to receive(:track_and_raise_for_dev_exception).with(error) expect(described_class.estimate_batch_distinct_count(relation)).to eq(4) end end end describe '#sum' do let(:relation) { double(:relation) } it 'returns the count when counting succeeds' do allow(Gitlab::Database::BatchCount) .to receive(:batch_sum) .with(relation, :column, batch_size: 100, start: 2, finish: 3) .and_return(1) expect(described_class.sum(relation, :column, batch_size: 100, start: 2, finish: 3)).to eq(1) end it 'returns the fallback value when counting fails' do stub_const("Gitlab::Utils::UsageData::FALLBACK", 15) allow(Gitlab::Database::BatchCount) .to receive(:batch_sum) .and_raise(ActiveRecord::StatementInvalid.new('')) expect(described_class.sum(relation, :column)).to eq(15) end end describe '#histogram' do let_it_be(:projects) { create_list(:project, 3) } let(:project1) { projects.first } let(:project2) { projects.second } let(:project3) { projects.third } let(:fallback) { described_class::HISTOGRAM_FALLBACK } let(:relation) { AlertManagement::HttpIntegration.active } let(:column) { :project_id } def expect_error(exception, message, &block) expect(Gitlab::ErrorTracking) .to receive(:track_and_raise_for_dev_exception) .with(instance_of(exception)) .and_call_original expect(&block).to raise_error( an_instance_of(exception).and( having_attributes(message: message, backtrace: be_kind_of(Array))) ) end it 'checks bucket bounds to be not equal' do expect_error(ArgumentError, 'Lower bucket bound cannot equal to upper bucket bound') do described_class.histogram(relation, column, buckets: 1..1) end end it 'checks bucket_size being non-zero' do expect_error(ArgumentError, 'Bucket size cannot be zero') do described_class.histogram(relation, column, buckets: 1..2, bucket_size: 0) end end it 'limits the amount of buckets without providing bucket_size argument' do expect_error(ArgumentError, 'Bucket size 101 exceeds the limit of 100') do described_class.histogram(relation, column, buckets: 1..101) end end it 'limits the amount of buckets when providing bucket_size argument' do expect_error(ArgumentError, 'Bucket size 101 exceeds the limit of 100') do described_class.histogram(relation, column, buckets: 1..2, bucket_size: 101) end end it 'without data' do histogram = described_class.histogram(relation, column, buckets: 1..100) expect(histogram).to eq({}) end it 'aggregates properly within bounds' do create(:alert_management_http_integration, :active, project: project1) create(:alert_management_http_integration, :inactive, project: project1) create(:alert_management_http_integration, :active, project: project2) create(:alert_management_http_integration, :active, project: project2) create(:alert_management_http_integration, :inactive, project: project2) create(:alert_management_http_integration, :active, project: project3) create(:alert_management_http_integration, :inactive, project: project3) histogram = described_class.histogram(relation, column, buckets: 1..100) expect(histogram).to eq('1' => 2, '2' => 1) end it 'aggregates properly out of bounds' do create_list(:alert_management_http_integration, 3, :active, project: project1) histogram = described_class.histogram(relation, column, buckets: 1..2) expect(histogram).to eq('2' => 1) end it 'returns fallback and logs canceled queries' do create(:alert_management_http_integration, :active, project: project1) expect(Gitlab::AppJsonLogger).to receive(:error).with( event: 'histogram', relation: relation.table_name, operation: 'histogram', operation_args: [column, 1, 100, 99], query: kind_of(String), message: /PG::QueryCanceled/ ) with_statement_timeout(0.001) do relation = AlertManagement::HttpIntegration.select('pg_sleep(0.002)') histogram = described_class.histogram(relation, column, buckets: 1..100) expect(histogram).to eq(fallback) end end end describe '#add' do it 'adds given values' do expect(described_class.add(1, 3)).to eq(4) end it 'adds given values' do expect(described_class.add).to eq(0) end it 'returns the fallback value when adding fails' do expect(described_class.add(nil, 3)).to eq(-1) end it 'returns the fallback value one of the arguments is negative' do expect(described_class.add(-1, 1)).to eq(-1) end end describe '#alt_usage_data' do it 'returns the fallback when it gets an error' do expect(described_class.alt_usage_data { raise StandardError } ).to eq(-1) end it 'returns the evaluated block when give' do expect(described_class.alt_usage_data { Gitlab::CurrentSettings.uuid } ).to eq(Gitlab::CurrentSettings.uuid) end it 'returns the value when given' do expect(described_class.alt_usage_data(1)).to eq 1 end end describe '#redis_usage_data' do context 'with block given' do it 'returns the fallback when it gets an error' do expect(described_class.redis_usage_data { raise ::Redis::CommandError } ).to eq(-1) end it 'returns the fallback when Redis HLL raises any error' do stub_const("Gitlab::Utils::UsageData::FALLBACK", 15) expect(described_class.redis_usage_data { raise Gitlab::UsageDataCounters::HLLRedisCounter::CategoryMismatch } ).to eq(15) end it 'returns the evaluated block when given' do expect(described_class.redis_usage_data { 1 }).to eq(1) end end context 'with counter given' do it 'returns the falback values for all counter keys when it gets an error' do allow(::Gitlab::UsageDataCounters::WikiPageCounter).to receive(:totals).and_raise(::Redis::CommandError) expect(described_class.redis_usage_data(::Gitlab::UsageDataCounters::WikiPageCounter)).to eql(::Gitlab::UsageDataCounters::WikiPageCounter.fallback_totals) end it 'returns the totals when couter is given' do allow(::Gitlab::UsageDataCounters::WikiPageCounter).to receive(:totals).and_return({ wiki_pages_create: 2 }) expect(described_class.redis_usage_data(::Gitlab::UsageDataCounters::WikiPageCounter)).to eql({ wiki_pages_create: 2 }) end end end describe '#with_prometheus_client' do it 'returns fallback with for an exception in yield block' do allow(described_class).to receive(:prometheus_client).and_return(Gitlab::PrometheusClient.new('http://localhost:9090')) result = described_class.with_prometheus_client(fallback: -42) { |client| raise StandardError } expect(result).to be(-42) end shared_examples 'query data from Prometheus' do it 'yields a client instance and returns the block result' do result = described_class.with_prometheus_client { |client| client } expect(result).to be_an_instance_of(Gitlab::PrometheusClient) end end shared_examples 'does not query data from Prometheus' do it 'returns {} by default' do result = described_class.with_prometheus_client { |client| client } expect(result).to eq({}) end it 'returns fallback if provided' do result = described_class.with_prometheus_client(fallback: []) { |client| client } expect(result).to eq([]) end end shared_examples 'try to query Prometheus with given address' do context 'Prometheus is ready' do before do stub_request(:get, /\/-\/ready/) .to_return(status: 200, body: 'Prometheus is Ready.\n') end context 'Prometheus is reachable through HTTPS' do it_behaves_like 'query data from Prometheus' end context 'Prometheus is not reachable through HTTPS' do before do stub_request(:get, /https:\/\/.*/).to_raise(Errno::ECONNREFUSED) end context 'Prometheus is reachable through HTTP' do it_behaves_like 'query data from Prometheus' end context 'Prometheus is not reachable through HTTP' do before do stub_request(:get, /http:\/\/.*/).to_raise(Errno::ECONNREFUSED) end it_behaves_like 'does not query data from Prometheus' end end end context 'Prometheus is not ready' do before do stub_request(:get, /\/-\/ready/) .to_return(status: 503, body: 'Service Unavailable') end it_behaves_like 'does not query data from Prometheus' end end context 'when Prometheus server address is available from settings' do before do expect(Gitlab::Prometheus::Internal).to receive(:prometheus_enabled?).and_return(true) expect(Gitlab::Prometheus::Internal).to receive(:uri).and_return('http://prom:9090') end it_behaves_like 'try to query Prometheus with given address' end context 'when Prometheus server address is available from Consul service discovery' do before do expect(Gitlab::Prometheus::Internal).to receive(:prometheus_enabled?).and_return(false) expect(Gitlab::Consul::Internal).to receive(:api_url).and_return('http://localhost:8500') expect(Gitlab::Consul::Internal).to receive(:discover_prometheus_server_address).and_return('prom:9090') end it_behaves_like 'try to query Prometheus with given address' end context 'when Prometheus server address is not available' do before do expect(Gitlab::Prometheus::Internal).to receive(:prometheus_enabled?).and_return(false) expect(Gitlab::Consul::Internal).to receive(:api_url).and_return(nil) end it_behaves_like 'does not query data from Prometheus' end end describe '#measure_duration' do it 'returns block result and execution duration' do allow(Process).to receive(:clock_gettime).and_return(1, 3) result, duration = described_class.measure_duration { 42 } expect(result).to eq(42) expect(duration).to eq(2) end end describe '#with_finished_at' do it 'adds a timestamp to the hash yielded by the block' do freeze_time do result = described_class.with_finished_at(:current_time) { { a: 1 } } expect(result).to eq(a: 1, current_time: Time.current) end end end describe '#track_usage_event' do let(:value) { '9f302fea-f828-4ca9-aef4-e10bd723c0b3' } let(:event_name) { 'incident_management_alert_status_changed' } let(:unknown_event) { 'unknown' } it 'tracks redis hll event' do expect(Gitlab::UsageDataCounters::HLLRedisCounter).to receive(:track_event).with(event_name, values: value) described_class.track_usage_event(event_name, value) end it 'raise an error for unknown event' do expect { described_class.track_usage_event(unknown_event, value) }.to raise_error(Gitlab::UsageDataCounters::HLLRedisCounter::UnknownEvent) end end describe 'min/max' do let(:model) { double(:relation) } it 'returns min from the model' do allow(model).to receive(:minimum).and_return(2) allow(model).to receive(:name).and_return('sample_min_model') expect(described_class.minimum_id(model)).to eq(2) end it 'returns max from the model' do allow(model).to receive(:maximum).and_return(100) allow(model).to receive(:name).and_return('sample_max_model') expect(described_class.maximum_id(model)).to eq(100) end end end