package promql import ( "fmt" "math" "reflect" "runtime" "sync" "testing" "github.com/VictoriaMetrics/metricsql" ) func TestIncrementalAggr(t *testing.T) { defaultTimestamps := []int64{100e3, 200e3, 300e3, 400e3} values := [][]float64{ {1, nan, 2, nan}, {3, nan, nan, 4}, {nan, nan, 5, 6}, {7, nan, 8, 9}, {4, nan, nan, nan}, {2, nan, 3, 2}, {0, nan, 1, 1}, } tssSrc := make([]*timeseries, len(values)) for i, vs := range values { ts := ×eries{ Timestamps: defaultTimestamps, Values: vs, } tssSrc[i] = ts } copyTimeseries := func(tssSrc []*timeseries) []*timeseries { tssDst := make([]*timeseries, len(tssSrc)) for i, tsSrc := range tssSrc { var tsDst timeseries tsDst.CopyFromShallowTimestamps(tsSrc) tssDst[i] = &tsDst } return tssDst } f := func(name string, valuesExpected []float64) { t.Helper() callbacks := getIncrementalAggrFuncCallbacks(name) ae := &metricsql.AggrFuncExpr{ Name: name, } tssExpected := []*timeseries{{ Timestamps: defaultTimestamps, Values: valuesExpected, }} // run the test multiple times to make sure there are no side effects on concurrency for i := 0; i < 10; i++ { iafc := newIncrementalAggrFuncContext(ae, callbacks) tssSrcCopy := copyTimeseries(tssSrc) if err := testIncrementalParallelAggr(iafc, tssSrcCopy, tssExpected); err != nil { t.Fatalf("unexpected error on iteration %d: %s", i, err) } } } t.Run("sum", func(t *testing.T) { t.Parallel() valuesExpected := []float64{17, nan, 19, 22} f("sum", valuesExpected) }) t.Run("min", func(t *testing.T) { t.Parallel() valuesExpected := []float64{0, nan, 1, 1} f("min", valuesExpected) }) t.Run("max", func(t *testing.T) { t.Parallel() valuesExpected := []float64{7, nan, 8, 9} f("max", valuesExpected) }) t.Run("avg", func(t *testing.T) { t.Parallel() valuesExpected := []float64{2.8333333333333335, nan, 3.8, 4.4} f("avg", valuesExpected) }) t.Run("count", func(t *testing.T) { t.Parallel() valuesExpected := []float64{6, nan, 5, 5} f("count", valuesExpected) }) t.Run("sum2", func(t *testing.T) { t.Parallel() valuesExpected := []float64{79, nan, 103, 138} f("sum2", valuesExpected) }) t.Run("geomean", func(t *testing.T) { t.Parallel() valuesExpected := []float64{0, nan, 2.9925557394776896, 3.365865436338599} f("geomean", valuesExpected) }) } func testIncrementalParallelAggr(iafc *incrementalAggrFuncContext, tssSrc, tssExpected []*timeseries) error { const workersCount = 3 tsCh := make(chan *timeseries) var wg sync.WaitGroup wg.Add(workersCount) for i := 0; i < workersCount; i++ { go func(workerID uint) { defer wg.Done() for ts := range tsCh { runtime.Gosched() // allow other goroutines performing the work iafc.updateTimeseries(ts, workerID) } }(uint(i)) } for _, ts := range tssSrc { tsCh <- ts } close(tsCh) wg.Wait() tssActual := iafc.finalizeTimeseries() if err := expectTimeseriesEqual(tssActual, tssExpected); err != nil { return fmt.Errorf("%s; tssActual=%v, tssExpected=%v", err, tssActual, tssExpected) } return nil } func expectTimeseriesEqual(actual, expected []*timeseries) error { if len(actual) != len(expected) { return fmt.Errorf("unexpected number of time series; got %d; want %d", len(actual), len(expected)) } mActual := timeseriesToMap(actual) mExpected := timeseriesToMap(expected) if len(mActual) != len(mExpected) { return fmt.Errorf("unexpected number of time series after converting to map; got %d; want %d", len(mActual), len(mExpected)) } for k, tsExpected := range mExpected { tsActual := mActual[k] if tsActual == nil { return fmt.Errorf("missing time series for key=%q", k) } if err := expectTsEqual(tsActual, tsExpected); err != nil { return err } } return nil } func timeseriesToMap(tss []*timeseries) map[string]*timeseries { m := make(map[string]*timeseries, len(tss)) for _, ts := range tss { k := ts.MetricName.Marshal(nil) m[string(k)] = ts } return m } func expectTsEqual(actual, expected *timeseries) error { mnActual := actual.MetricName.Marshal(nil) mnExpected := expected.MetricName.Marshal(nil) if string(mnActual) != string(mnExpected) { return fmt.Errorf("unexpected metric name; got %q; want %q", mnActual, mnExpected) } if !reflect.DeepEqual(actual.Timestamps, expected.Timestamps) { return fmt.Errorf("unexpected timestamps; got %v; want %v", actual.Timestamps, expected.Timestamps) } if err := compareValues(actual.Values, expected.Values); err != nil { return fmt.Errorf("%s; actual %v; expected %v", err, actual.Values, expected.Values) } return nil } func compareValues(vs1, vs2 []float64) error { if len(vs1) != len(vs2) { return fmt.Errorf("unexpected number of values; got %d; want %d", len(vs1), len(vs2)) } for i, v1 := range vs1 { v2 := vs2[i] if math.IsNaN(v1) { if !math.IsNaN(v2) { return fmt.Errorf("unexpected value; got %v; want %v", v1, v2) } continue } eps := math.Abs(v1 - v2) if eps > 1e-14 { return fmt.Errorf("unexpected value; got %v; want %v", v1, v2) } } return nil }