// Copyright 2015 The Go Authors. All rights reserved. // Use of this source code is governed by a BSD-style // license that can be found in the LICENSE file. package trace import ( "math" "testing" ) type sumTest struct { value int64 sum int64 sumOfSquares float64 total int64 } var sumTests = []sumTest{ {100, 100, 10000, 1}, {50, 150, 12500, 2}, {50, 200, 15000, 3}, {50, 250, 17500, 4}, } type bucketingTest struct { in int64 log int bucket int } var bucketingTests = []bucketingTest{ {0, 0, 0}, {1, 1, 0}, {2, 2, 1}, {3, 2, 1}, {4, 3, 2}, {1000, 10, 9}, {1023, 10, 9}, {1024, 11, 10}, {1000000, 20, 19}, } type multiplyTest struct { in int64 ratio float64 expectedSum int64 expectedTotal int64 expectedSumOfSquares float64 } var multiplyTests = []multiplyTest{ {15, 2.5, 37, 2, 562.5}, {128, 4.6, 758, 13, 77953.9}, } type percentileTest struct { fraction float64 expected int64 } var percentileTests = []percentileTest{ {0.25, 48}, {0.5, 96}, {0.6, 109}, {0.75, 128}, {0.90, 205}, {0.95, 230}, {0.99, 256}, } func TestSum(t *testing.T) { var h histogram for _, test := range sumTests { h.addMeasurement(test.value) sum := h.sum if sum != test.sum { t.Errorf("h.Sum = %v WANT: %v", sum, test.sum) } sumOfSquares := h.sumOfSquares if sumOfSquares != test.sumOfSquares { t.Errorf("h.SumOfSquares = %v WANT: %v", sumOfSquares, test.sumOfSquares) } total := h.total() if total != test.total { t.Errorf("h.Total = %v WANT: %v", total, test.total) } } } func TestMultiply(t *testing.T) { var h histogram for i, test := range multiplyTests { h.addMeasurement(test.in) h.Multiply(test.ratio) if h.sum != test.expectedSum { t.Errorf("#%v: h.sum = %v WANT: %v", i, h.sum, test.expectedSum) } if h.total() != test.expectedTotal { t.Errorf("#%v: h.total = %v WANT: %v", i, h.total(), test.expectedTotal) } if h.sumOfSquares != test.expectedSumOfSquares { t.Errorf("#%v: h.SumOfSquares = %v WANT: %v", i, test.expectedSumOfSquares, h.sumOfSquares) } } } func TestBucketingFunctions(t *testing.T) { for _, test := range bucketingTests { log := log2(test.in) if log != test.log { t.Errorf("log2 = %v WANT: %v", log, test.log) } bucket := getBucket(test.in) if bucket != test.bucket { t.Errorf("getBucket = %v WANT: %v", bucket, test.bucket) } } } func TestAverage(t *testing.T) { a := new(histogram) average := a.average() if average != 0 { t.Errorf("Average of empty histogram was %v WANT: 0", average) } a.addMeasurement(1) a.addMeasurement(1) a.addMeasurement(3) const expected = float64(5) / float64(3) average = a.average() if !isApproximate(average, expected) { t.Errorf("Average = %g WANT: %v", average, expected) } } func TestStandardDeviation(t *testing.T) { a := new(histogram) add(a, 10, 1<<4) add(a, 10, 1<<5) add(a, 10, 1<<6) stdDev := a.standardDeviation() const expected = 19.95 if !isApproximate(stdDev, expected) { t.Errorf("StandardDeviation = %v WANT: %v", stdDev, expected) } // No values a = new(histogram) stdDev = a.standardDeviation() if !isApproximate(stdDev, 0) { t.Errorf("StandardDeviation = %v WANT: 0", stdDev) } add(a, 1, 1<<4) if !isApproximate(stdDev, 0) { t.Errorf("StandardDeviation = %v WANT: 0", stdDev) } add(a, 10, 1<<4) if !isApproximate(stdDev, 0) { t.Errorf("StandardDeviation = %v WANT: 0", stdDev) } } func TestPercentileBoundary(t *testing.T) { a := new(histogram) add(a, 5, 1<<4) add(a, 10, 1<<6) add(a, 5, 1<<7) for _, test := range percentileTests { percentile := a.percentileBoundary(test.fraction) if percentile != test.expected { t.Errorf("h.PercentileBoundary (fraction=%v) = %v WANT: %v", test.fraction, percentile, test.expected) } } } func TestCopyFrom(t *testing.T) { a := histogram{5, 25, []int64{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38}, 4, -1} b := histogram{6, 36, []int64{2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39}, 5, -1} a.CopyFrom(&b) if a.String() != b.String() { t.Errorf("a.String = %s WANT: %s", a.String(), b.String()) } } func TestClear(t *testing.T) { a := histogram{5, 25, []int64{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38}, 4, -1} a.Clear() expected := "0, 0.000000, 0, 0, []" if a.String() != expected { t.Errorf("a.String = %s WANT %s", a.String(), expected) } } func TestNew(t *testing.T) { a := histogram{5, 25, []int64{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38}, 4, -1} b := a.New() expected := "0, 0.000000, 0, 0, []" if b.(*histogram).String() != expected { t.Errorf("b.(*histogram).String = %s WANT: %s", b.(*histogram).String(), expected) } } func TestAdd(t *testing.T) { // The tests here depend on the associativity of addMeasurement and Add. // Add empty observation a := histogram{5, 25, []int64{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38}, 4, -1} b := a.New() expected := a.String() a.Add(b) if a.String() != expected { t.Errorf("a.String = %s WANT: %s", a.String(), expected) } // Add same bucketed value, no new buckets c := new(histogram) d := new(histogram) e := new(histogram) c.addMeasurement(12) d.addMeasurement(11) e.addMeasurement(12) e.addMeasurement(11) c.Add(d) if c.String() != e.String() { t.Errorf("c.String = %s WANT: %s", c.String(), e.String()) } // Add bucketed values f := new(histogram) g := new(histogram) h := new(histogram) f.addMeasurement(4) f.addMeasurement(12) f.addMeasurement(100) g.addMeasurement(18) g.addMeasurement(36) g.addMeasurement(255) h.addMeasurement(4) h.addMeasurement(12) h.addMeasurement(100) h.addMeasurement(18) h.addMeasurement(36) h.addMeasurement(255) f.Add(g) if f.String() != h.String() { t.Errorf("f.String = %q WANT: %q", f.String(), h.String()) } // add buckets to no buckets i := new(histogram) j := new(histogram) k := new(histogram) j.addMeasurement(18) j.addMeasurement(36) j.addMeasurement(255) k.addMeasurement(18) k.addMeasurement(36) k.addMeasurement(255) i.Add(j) if i.String() != k.String() { t.Errorf("i.String = %q WANT: %q", i.String(), k.String()) } // add buckets to single value (no overlap) l := new(histogram) m := new(histogram) n := new(histogram) l.addMeasurement(0) m.addMeasurement(18) m.addMeasurement(36) m.addMeasurement(255) n.addMeasurement(0) n.addMeasurement(18) n.addMeasurement(36) n.addMeasurement(255) l.Add(m) if l.String() != n.String() { t.Errorf("l.String = %q WANT: %q", l.String(), n.String()) } // mixed order o := new(histogram) p := new(histogram) o.addMeasurement(0) o.addMeasurement(2) o.addMeasurement(0) p.addMeasurement(0) p.addMeasurement(0) p.addMeasurement(2) if o.String() != p.String() { t.Errorf("o.String = %q WANT: %q", o.String(), p.String()) } } func add(h *histogram, times int, val int64) { for i := 0; i < times; i++ { h.addMeasurement(val) } } func isApproximate(x, y float64) bool { return math.Abs(x-y) < 1e-2 }