package conditions import ( "math" "testing" . "github.com/smartystreets/goconvey/convey" "github.com/grafana/grafana/pkg/components/null" "github.com/grafana/grafana/pkg/plugins" ) func TestSimpleReducer(t *testing.T) { Convey("Test simple reducer by calculating", t, func() { Convey("sum", func() { result := testReducer("sum", 1, 2, 3) So(result, ShouldEqual, float64(6)) }) Convey("min", func() { result := testReducer("min", 3, 2, 1) So(result, ShouldEqual, float64(1)) }) Convey("max", func() { result := testReducer("max", 1, 2, 3) So(result, ShouldEqual, float64(3)) }) Convey("count", func() { result := testReducer("count", 1, 2, 3000) So(result, ShouldEqual, float64(3)) }) Convey("last", func() { result := testReducer("last", 1, 2, 3000) So(result, ShouldEqual, float64(3000)) }) Convey("median odd amount of numbers", func() { result := testReducer("median", 1, 2, 3000) So(result, ShouldEqual, float64(2)) }) Convey("median even amount of numbers", func() { result := testReducer("median", 1, 2, 4, 3000) So(result, ShouldEqual, float64(3)) }) Convey("median with one values", func() { result := testReducer("median", 1) So(result, ShouldEqual, float64(1)) }) Convey("median should ignore null values", func() { reducer := newSimpleReducer("median") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(1)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(2)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(3)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFrom(float64(1)), null.FloatFrom(4)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFrom(float64(2)), null.FloatFrom(5)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFrom(float64(3)), null.FloatFrom(6)}) result := reducer.Reduce(series) So(result.Valid, ShouldEqual, true) So(result.Float64, ShouldEqual, float64(2)) }) Convey("avg", func() { result := testReducer("avg", 1, 2, 3) So(result, ShouldEqual, float64(2)) }) Convey("avg with only nulls", func() { reducer := newSimpleReducer("avg") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(1)}) So(reducer.Reduce(series).Valid, ShouldEqual, false) }) Convey("count_non_null", func() { Convey("with null values and real values", func() { reducer := newSimpleReducer("count_non_null") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(1)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(2)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFrom(3), null.FloatFrom(3)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFrom(3), null.FloatFrom(4)}) So(reducer.Reduce(series).Valid, ShouldEqual, true) So(reducer.Reduce(series).Float64, ShouldEqual, 2) }) Convey("with null values", func() { reducer := newSimpleReducer("count_non_null") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(1)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(2)}) So(reducer.Reduce(series).Valid, ShouldEqual, false) }) }) Convey("avg of number values and null values should ignore nulls", func() { reducer := newSimpleReducer("avg") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFrom(3), null.FloatFrom(1)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(2)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(3)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFrom(3), null.FloatFrom(4)}) So(reducer.Reduce(series).Float64, ShouldEqual, float64(3)) }) // diff function Test Suite Convey("diff of one positive point", func() { result := testReducer("diff", 30) So(result, ShouldEqual, float64(0)) }) Convey("diff of one negative point", func() { result := testReducer("diff", -30) So(result, ShouldEqual, float64(0)) }) Convey("diff of two positive points[1]", func() { result := testReducer("diff", 30, 40) So(result, ShouldEqual, float64(10)) }) Convey("diff of two positive points[2]", func() { result := testReducer("diff", 30, 20) So(result, ShouldEqual, float64(-10)) }) Convey("diff of two negative points[1]", func() { result := testReducer("diff", -30, -40) So(result, ShouldEqual, float64(-10)) }) Convey("diff of two negative points[2]", func() { result := testReducer("diff", -30, -10) So(result, ShouldEqual, float64(20)) }) Convey("diff of one positive and one negative point", func() { result := testReducer("diff", 30, -40) So(result, ShouldEqual, float64(-70)) }) Convey("diff of one negative and one positive point", func() { result := testReducer("diff", -30, 40) So(result, ShouldEqual, float64(70)) }) Convey("diff of three positive points", func() { result := testReducer("diff", 30, 40, 50) So(result, ShouldEqual, float64(20)) }) Convey("diff of three negative points", func() { result := testReducer("diff", -30, -40, -50) So(result, ShouldEqual, float64(-20)) }) Convey("diff with only nulls", func() { reducer := newSimpleReducer("diff") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(1)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(2)}) So(reducer.Reduce(series).Valid, ShouldEqual, false) }) // diff_abs function Test Suite Convey("diff_abs of one positive point", func() { result := testReducer("diff_abs", 30) So(result, ShouldEqual, float64(0)) }) Convey("diff_abs of one negative point", func() { result := testReducer("diff_abs", -30) So(result, ShouldEqual, float64(0)) }) Convey("diff_abs of two positive points[1]", func() { result := testReducer("diff_abs", 30, 40) So(result, ShouldEqual, float64(10)) }) Convey("diff_abs of two positive points[2]", func() { result := testReducer("diff_abs", 30, 20) So(result, ShouldEqual, float64(10)) }) Convey("diff_abs of two negative points[1]", func() { result := testReducer("diff_abs", -30, -40) So(result, ShouldEqual, float64(10)) }) Convey("diff_abs of two negative points[2]", func() { result := testReducer("diff_abs", -30, -10) So(result, ShouldEqual, float64(20)) }) Convey("diff_abs of one positive and one negative point", func() { result := testReducer("diff_abs", 30, -40) So(result, ShouldEqual, float64(70)) }) Convey("diff_abs of one negative and one positive point", func() { result := testReducer("diff_abs", -30, 40) So(result, ShouldEqual, float64(70)) }) Convey("diff_abs of three positive points", func() { result := testReducer("diff_abs", 30, 40, 50) So(result, ShouldEqual, float64(20)) }) Convey("diff_abs of three negative points", func() { result := testReducer("diff_abs", -30, -40, -50) So(result, ShouldEqual, float64(20)) }) Convey("diff_abs with only nulls", func() { reducer := newSimpleReducer("diff_abs") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(1)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(2)}) So(reducer.Reduce(series).Valid, ShouldEqual, false) }) // percent_diff function Test Suite Convey("percent_diff of one positive point", func() { result := testReducer("percent_diff", 30) So(result, ShouldEqual, float64(0)) }) Convey("percent_diff of one negative point", func() { result := testReducer("percent_diff", -30) So(result, ShouldEqual, float64(0)) }) Convey("percent_diff of two positive points[1]", func() { result := testReducer("percent_diff", 30, 40) So(result, ShouldEqual, float64(33.33333333333333)) }) Convey("percent_diff of two positive points[2]", func() { result := testReducer("percent_diff", 30, 20) So(result, ShouldEqual, float64(-33.33333333333333)) }) Convey("percent_diff of two negative points[1]", func() { result := testReducer("percent_diff", -30, -40) So(result, ShouldEqual, float64(-33.33333333333333)) }) Convey("percent_diff of two negative points[2]", func() { result := testReducer("percent_diff", -30, -10) So(result, ShouldEqual, float64(66.66666666666666)) }) Convey("percent_diff of one positive and one negative point", func() { result := testReducer("percent_diff", 30, -40) So(result, ShouldEqual, float64(-233.33333333333334)) }) Convey("percent_diff of one negative and one positive point", func() { result := testReducer("percent_diff", -30, 40) So(result, ShouldEqual, float64(233.33333333333334)) }) Convey("percent_diff of three positive points", func() { result := testReducer("percent_diff", 30, 40, 50) So(result, ShouldEqual, float64(66.66666666666666)) }) Convey("percent_diff of three negative points", func() { result := testReducer("percent_diff", -30, -40, -50) So(result, ShouldEqual, float64(-66.66666666666666)) }) Convey("percent_diff with only nulls", func() { reducer := newSimpleReducer("percent_diff") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(1)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(2)}) So(reducer.Reduce(series).Valid, ShouldEqual, false) }) // percent_diff_abs function Test Suite Convey("percent_diff_abs_abs of one positive point", func() { result := testReducer("percent_diff_abs", 30) So(result, ShouldEqual, float64(0)) }) Convey("percent_diff_abs of one negative point", func() { result := testReducer("percent_diff_abs", -30) So(result, ShouldEqual, float64(0)) }) Convey("percent_diff_abs of two positive points[1]", func() { result := testReducer("percent_diff_abs", 30, 40) So(result, ShouldEqual, float64(33.33333333333333)) }) Convey("percent_diff_abs of two positive points[2]", func() { result := testReducer("percent_diff_abs", 30, 20) So(result, ShouldEqual, float64(33.33333333333333)) }) Convey("percent_diff_abs of two negative points[1]", func() { result := testReducer("percent_diff_abs", -30, -40) So(result, ShouldEqual, float64(33.33333333333333)) }) Convey("percent_diff_abs of two negative points[2]", func() { result := testReducer("percent_diff_abs", -30, -10) So(result, ShouldEqual, float64(66.66666666666666)) }) Convey("percent_diff_abs of one positive and one negative point", func() { result := testReducer("percent_diff_abs", 30, -40) So(result, ShouldEqual, float64(233.33333333333334)) }) Convey("percent_diff_abs of one negative and one positive point", func() { result := testReducer("percent_diff_abs", -30, 40) So(result, ShouldEqual, float64(233.33333333333334)) }) Convey("percent_diff_abs of three positive points", func() { result := testReducer("percent_diff_abs", 30, 40, 50) So(result, ShouldEqual, float64(66.66666666666666)) }) Convey("percent_diff_abs of three negative points", func() { result := testReducer("percent_diff_abs", -30, -40, -50) So(result, ShouldEqual, float64(66.66666666666666)) }) Convey("percent_diff_abs with only nulls", func() { reducer := newSimpleReducer("percent_diff_abs") series := plugins.DataTimeSeries{ Name: "test time series", } series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(1)}) series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFromPtr(nil), null.FloatFrom(2)}) So(reducer.Reduce(series).Valid, ShouldEqual, false) }) Convey("min should work with NaNs", func() { result := testReducer("min", math.NaN(), math.NaN(), math.NaN()) So(result, ShouldEqual, float64(0)) }) Convey("isValid should treat NaN as invalid", func() { result := isValid(null.FloatFrom(math.NaN())) So(result, ShouldBeFalse) }) Convey("isValid should treat invalid null.Float as invalid", func() { result := isValid(null.FloatFromPtr(nil)) So(result, ShouldBeFalse) }) }) } func testReducer(reducerType string, datapoints ...float64) float64 { reducer := newSimpleReducer(reducerType) series := plugins.DataTimeSeries{ Name: "test time series", } for idx := range datapoints { series.Points = append(series.Points, plugins.DataTimePoint{null.FloatFrom(datapoints[idx]), null.FloatFrom(1234134)}) } return reducer.Reduce(series).Float64 }