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 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225
|
package metrics
import "testing"
func BenchmarkEWMA(b *testing.B) {
a := NewEWMA1()
b.ResetTimer()
for i := 0; i < b.N; i++ {
a.Update(1)
a.Tick()
}
}
func TestEWMA1(t *testing.T) {
a := NewEWMA1()
a.Update(3)
a.Tick()
if rate := a.Rate(); float64NotEqual(0.6, rate) {
t.Errorf("initial a.Rate(): 0.6 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.22072766470286553, rate) {
t.Errorf("1 minute a.Rate(): 0.22072766470286553 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.08120116994196772, rate) {
t.Errorf("2 minute a.Rate(): 0.08120116994196772 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.029872241020718428, rate) {
t.Errorf("3 minute a.Rate(): 0.029872241020718428 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.01098938333324054, rate) {
t.Errorf("4 minute a.Rate(): 0.01098938333324054 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.004042768199451294, rate) {
t.Errorf("5 minute a.Rate(): 0.004042768199451294 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.0014872513059998212, rate) {
t.Errorf("6 minute a.Rate(): 0.0014872513059998212 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.0005471291793327122, rate) {
t.Errorf("7 minute a.Rate(): 0.0005471291793327122 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.00020127757674150815, rate) {
t.Errorf("8 minute a.Rate(): 0.00020127757674150815 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(7.404588245200814e-05, rate) {
t.Errorf("9 minute a.Rate(): 7.404588245200814e-05 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(2.7239957857491083e-05, rate) {
t.Errorf("10 minute a.Rate(): 2.7239957857491083e-05 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(1.0021020474147462e-05, rate) {
t.Errorf("11 minute a.Rate(): 1.0021020474147462e-05 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(3.6865274119969525e-06, rate) {
t.Errorf("12 minute a.Rate(): 3.6865274119969525e-06 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(1.3561976441886433e-06, rate) {
t.Errorf("13 minute a.Rate(): 1.3561976441886433e-06 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(4.989172314621449e-07, rate) {
t.Errorf("14 minute a.Rate(): 4.989172314621449e-07 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(1.8354139230109722e-07, rate) {
t.Errorf("15 minute a.Rate(): 1.8354139230109722e-07 != %v\n", rate)
}
}
func TestEWMA5(t *testing.T) {
a := NewEWMA5()
a.Update(3)
a.Tick()
if rate := a.Rate(); float64NotEqual(0.6, rate) {
t.Errorf("initial a.Rate(): 0.6 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.49123845184678905, rate) {
t.Errorf("1 minute a.Rate(): 0.49123845184678905 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.4021920276213837, rate) {
t.Errorf("2 minute a.Rate(): 0.4021920276213837 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.32928698165641596, rate) {
t.Errorf("3 minute a.Rate(): 0.32928698165641596 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.269597378470333, rate) {
t.Errorf("4 minute a.Rate(): 0.269597378470333 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.2207276647028654, rate) {
t.Errorf("5 minute a.Rate(): 0.2207276647028654 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.18071652714732128, rate) {
t.Errorf("6 minute a.Rate(): 0.18071652714732128 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.14795817836496392, rate) {
t.Errorf("7 minute a.Rate(): 0.14795817836496392 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.12113791079679326, rate) {
t.Errorf("8 minute a.Rate(): 0.12113791079679326 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.09917933293295193, rate) {
t.Errorf("9 minute a.Rate(): 0.09917933293295193 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.08120116994196763, rate) {
t.Errorf("10 minute a.Rate(): 0.08120116994196763 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.06648189501740036, rate) {
t.Errorf("11 minute a.Rate(): 0.06648189501740036 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.05443077197364752, rate) {
t.Errorf("12 minute a.Rate(): 0.05443077197364752 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.04456414692860035, rate) {
t.Errorf("13 minute a.Rate(): 0.04456414692860035 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.03648603757513079, rate) {
t.Errorf("14 minute a.Rate(): 0.03648603757513079 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.0298722410207183831020718428, rate) {
t.Errorf("15 minute a.Rate(): 0.0298722410207183831020718428 != %v\n", rate)
}
}
func TestEWMA15(t *testing.T) {
a := NewEWMA15()
a.Update(3)
a.Tick()
if rate := a.Rate(); float64NotEqual(0.6, rate) {
t.Errorf("initial a.Rate(): 0.6 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.5613041910189706, rate) {
t.Errorf("1 minute a.Rate(): 0.5613041910189706 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.5251039914257684, rate) {
t.Errorf("2 minute a.Rate(): 0.5251039914257684 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.4912384518467888184678905, rate) {
t.Errorf("3 minute a.Rate(): 0.4912384518467888184678905 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.459557003018789, rate) {
t.Errorf("4 minute a.Rate(): 0.459557003018789 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.4299187863442732, rate) {
t.Errorf("5 minute a.Rate(): 0.4299187863442732 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.4021920276213831, rate) {
t.Errorf("6 minute a.Rate(): 0.4021920276213831 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.37625345116383313, rate) {
t.Errorf("7 minute a.Rate(): 0.37625345116383313 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.3519877317060185, rate) {
t.Errorf("8 minute a.Rate(): 0.3519877317060185 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.3292869816564153165641596, rate) {
t.Errorf("9 minute a.Rate(): 0.3292869816564153165641596 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.3080502714195546, rate) {
t.Errorf("10 minute a.Rate(): 0.3080502714195546 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.2881831806538789, rate) {
t.Errorf("11 minute a.Rate(): 0.2881831806538789 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.26959737847033216, rate) {
t.Errorf("12 minute a.Rate(): 0.26959737847033216 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.2522102307052083, rate) {
t.Errorf("13 minute a.Rate(): 0.2522102307052083 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.23594443252115815, rate) {
t.Errorf("14 minute a.Rate(): 0.23594443252115815 != %v\n", rate)
}
elapseMinute(a)
if rate := a.Rate(); float64NotEqual(0.2207276647028646247028654470286553, rate) {
t.Errorf("15 minute a.Rate(): 0.2207276647028646247028654470286553 != %v\n", rate)
}
}
func elapseMinute(a EWMA) {
for i := 0; i < 12; i++ {
a.Tick()
}
}
|