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1 /* | |
2 * Copyright 2011 The WebRTC Project Authors. All rights reserved. | |
3 * | |
4 * Use of this source code is governed by a BSD-style license | |
5 * that can be found in the LICENSE file in the root of the source | |
6 * tree. An additional intellectual property rights grant can be found | |
7 * in the file PATENTS. All contributing project authors may | |
8 * be found in the AUTHORS file in the root of the source tree. | |
9 */ | |
10 | |
11 #include "webrtc/base/gunit.h" | |
12 #include "webrtc/base/rollingaccumulator.h" | |
13 | |
14 namespace rtc { | |
15 | |
16 namespace { | |
17 | |
18 const double kLearningRate = 0.5; | |
19 | |
20 } // namespace | |
21 | |
22 TEST(RollingAccumulatorTest, ZeroSamples) { | |
23 RollingAccumulator<int> accum(10); | |
24 | |
25 EXPECT_EQ(0U, accum.count()); | |
26 EXPECT_DOUBLE_EQ(0.0, accum.ComputeMean()); | |
27 EXPECT_DOUBLE_EQ(0.0, accum.ComputeVariance()); | |
28 EXPECT_EQ(0, accum.ComputeMin()); | |
29 EXPECT_EQ(0, accum.ComputeMax()); | |
30 } | |
31 | |
32 TEST(RollingAccumulatorTest, SomeSamples) { | |
33 RollingAccumulator<int> accum(10); | |
34 for (int i = 0; i < 4; ++i) { | |
35 accum.AddSample(i); | |
36 } | |
37 | |
38 EXPECT_EQ(4U, accum.count()); | |
39 EXPECT_EQ(6, accum.ComputeSum()); | |
40 EXPECT_DOUBLE_EQ(1.5, accum.ComputeMean()); | |
41 EXPECT_NEAR(2.26666, accum.ComputeWeightedMean(kLearningRate), 0.01); | |
42 EXPECT_DOUBLE_EQ(1.25, accum.ComputeVariance()); | |
43 EXPECT_EQ(0, accum.ComputeMin()); | |
44 EXPECT_EQ(3, accum.ComputeMax()); | |
45 } | |
46 | |
47 TEST(RollingAccumulatorTest, RollingSamples) { | |
48 RollingAccumulator<int> accum(10); | |
49 for (int i = 0; i < 12; ++i) { | |
50 accum.AddSample(i); | |
51 } | |
52 | |
53 EXPECT_EQ(10U, accum.count()); | |
54 EXPECT_EQ(65, accum.ComputeSum()); | |
55 EXPECT_DOUBLE_EQ(6.5, accum.ComputeMean()); | |
56 EXPECT_NEAR(10.0, accum.ComputeWeightedMean(kLearningRate), 0.01); | |
57 EXPECT_NEAR(9.0, accum.ComputeVariance(), 1.0); | |
58 EXPECT_EQ(2, accum.ComputeMin()); | |
59 EXPECT_EQ(11, accum.ComputeMax()); | |
60 } | |
61 | |
62 TEST(RollingAccumulatorTest, ResetSamples) { | |
63 RollingAccumulator<int> accum(10); | |
64 | |
65 for (int i = 0; i < 10; ++i) { | |
66 accum.AddSample(100); | |
67 } | |
68 EXPECT_EQ(10U, accum.count()); | |
69 EXPECT_DOUBLE_EQ(100.0, accum.ComputeMean()); | |
70 EXPECT_EQ(100, accum.ComputeMin()); | |
71 EXPECT_EQ(100, accum.ComputeMax()); | |
72 | |
73 accum.Reset(); | |
74 EXPECT_EQ(0U, accum.count()); | |
75 | |
76 for (int i = 0; i < 5; ++i) { | |
77 accum.AddSample(i); | |
78 } | |
79 | |
80 EXPECT_EQ(5U, accum.count()); | |
81 EXPECT_EQ(10, accum.ComputeSum()); | |
82 EXPECT_DOUBLE_EQ(2.0, accum.ComputeMean()); | |
83 EXPECT_EQ(0, accum.ComputeMin()); | |
84 EXPECT_EQ(4, accum.ComputeMax()); | |
85 } | |
86 | |
87 TEST(RollingAccumulatorTest, RollingSamplesDouble) { | |
88 RollingAccumulator<double> accum(10); | |
89 for (int i = 0; i < 23; ++i) { | |
90 accum.AddSample(5 * i); | |
91 } | |
92 | |
93 EXPECT_EQ(10u, accum.count()); | |
94 EXPECT_DOUBLE_EQ(875.0, accum.ComputeSum()); | |
95 EXPECT_DOUBLE_EQ(87.5, accum.ComputeMean()); | |
96 EXPECT_NEAR(105.049, accum.ComputeWeightedMean(kLearningRate), 0.1); | |
97 EXPECT_NEAR(229.166667, accum.ComputeVariance(), 25); | |
98 EXPECT_DOUBLE_EQ(65.0, accum.ComputeMin()); | |
99 EXPECT_DOUBLE_EQ(110.0, accum.ComputeMax()); | |
100 } | |
101 | |
102 TEST(RollingAccumulatorTest, ComputeWeightedMeanCornerCases) { | |
103 RollingAccumulator<int> accum(10); | |
104 EXPECT_DOUBLE_EQ(0.0, accum.ComputeWeightedMean(kLearningRate)); | |
105 EXPECT_DOUBLE_EQ(0.0, accum.ComputeWeightedMean(0.0)); | |
106 EXPECT_DOUBLE_EQ(0.0, accum.ComputeWeightedMean(1.1)); | |
107 | |
108 for (int i = 0; i < 8; ++i) { | |
109 accum.AddSample(i); | |
110 } | |
111 | |
112 EXPECT_DOUBLE_EQ(3.5, accum.ComputeMean()); | |
113 EXPECT_DOUBLE_EQ(3.5, accum.ComputeWeightedMean(0)); | |
114 EXPECT_DOUBLE_EQ(3.5, accum.ComputeWeightedMean(1.1)); | |
115 EXPECT_NEAR(6.0, accum.ComputeWeightedMean(kLearningRate), 0.1); | |
116 } | |
117 | |
118 } // namespace rtc | |
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