pxmlw6n2f/Gazebo_Distributed_MPI/gazebo/math/SignalStats_TEST.cc

/*
 * Copyright (C) 2014 Open Source Robotics Foundation
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 *
*/

#include <gtest/gtest.h>

#include "gazebo/math/SignalStats.hh"

using namespace gazebo;

class SignalStatsTest : public ::testing::Test { };

TEST_F(SignalStatsTest, SignalMean)
{
  {
    // Constructor
    math::SignalMean mean;
    EXPECT_DOUBLE_EQ(mean.Value(), 0.0);
    EXPECT_EQ(mean.Count(), 0u);
    EXPECT_EQ(mean.ShortName(), std::string("mean"));

    // Reset
    mean.Reset();
    EXPECT_DOUBLE_EQ(mean.Value(), 0.0);
    EXPECT_EQ(mean.Count(), 0u);
  }

  {
    // Constant values, mean should match
    math::SignalMean mean;
    EXPECT_DOUBLE_EQ(mean.Value(), 0.0);
    EXPECT_EQ(mean.Count(), 0u);

    const double value = 3.14159;

    // Loop two times to verify Reset
    for (int j = 0; j < 2; ++j)
    {
      for (unsigned int i = 1; i <= 10; ++i)
      {
        mean.InsertData(value);
        EXPECT_NEAR(mean.Value(), value, 1e-10);
        EXPECT_EQ(mean.Count(), i);
      }

      // Reset
      mean.Reset();
      EXPECT_DOUBLE_EQ(mean.Value(), 0.0);
      EXPECT_EQ(mean.Count(), 0u);
    }
  }

  {
    // Values with alternating sign, increasing magnitude
    // Should be zero every other time
    math::SignalMean mean;
    EXPECT_DOUBLE_EQ(mean.Value(), 0.0);
    EXPECT_EQ(mean.Count(), 0u);

    const double value = 3.14159;

    // Loop two times to verify Reset
    for (int j = 0; j < 2; ++j)
    {
      for (unsigned int i = 1; i <= 10; ++i)
      {
        mean.InsertData(value * i);
        mean.InsertData(-value * i);
        EXPECT_NEAR(mean.Value(), 0.0, 1e-10);
        EXPECT_EQ(mean.Count(), i*2);
      }

      // Reset
      mean.Reset();
      EXPECT_DOUBLE_EQ(mean.Value(), 0.0);
      EXPECT_EQ(mean.Count(), 0u);
    }
  }
}

TEST_F(SignalStatsTest, SignalRootMeanSquare)
{
  {
    // Constructor
    math::SignalRootMeanSquare rms;
    EXPECT_DOUBLE_EQ(rms.Value(), 0.0);
    EXPECT_EQ(rms.Count(), 0u);
    EXPECT_EQ(rms.ShortName(), std::string("rms"));

    // Reset
    rms.Reset();
    EXPECT_DOUBLE_EQ(rms.Value(), 0.0);
    EXPECT_EQ(rms.Count(), 0u);
  }

  {
    // Constant values, rms should match
    math::SignalRootMeanSquare rms;
    EXPECT_DOUBLE_EQ(rms.Value(), 0.0);
    EXPECT_EQ(rms.Count(), 0u);

    const double value = 3.14159;

    // Loop two times to verify Reset
    for (int j = 0; j < 2; ++j)
    {
      for (unsigned int i = 1; i <= 10; ++i)
      {
        rms.InsertData(value);
        EXPECT_NEAR(rms.Value(), value, 1e-10);
        EXPECT_EQ(rms.Count(), i);
      }

      // Reset
      rms.Reset();
      EXPECT_DOUBLE_EQ(rms.Value(), 0.0);
      EXPECT_EQ(rms.Count(), 0u);
    }
  }

  {
    // Values with alternating sign, same magnitude
    // rms should match absolute value every time
    math::SignalRootMeanSquare rms;
    EXPECT_DOUBLE_EQ(rms.Value(), 0.0);
    EXPECT_EQ(rms.Count(), 0u);

    const double value = 3.14159;

    // Loop two times to verify Reset
    for (int j = 0; j < 2; ++j)
    {
      for (unsigned int i = 1; i <= 10; ++i)
      {
        rms.InsertData(value);
        EXPECT_NEAR(rms.Value(), value, 1e-10);
        EXPECT_EQ(rms.Count(), i*2-1);

        rms.InsertData(-value);
        EXPECT_NEAR(rms.Value(), value, 1e-10);
        EXPECT_EQ(rms.Count(), i*2);
      }

      // Reset
      rms.Reset();
      EXPECT_DOUBLE_EQ(rms.Value(), 0.0);
      EXPECT_EQ(rms.Count(), 0u);
    }
  }
}

TEST_F(SignalStatsTest, SignalMaxAbsoluteValue)
{
  {
    // Constructor
    math::SignalMaxAbsoluteValue max;
    EXPECT_DOUBLE_EQ(max.Value(), 0.0);
    EXPECT_EQ(max.Count(), 0u);
    EXPECT_EQ(max.ShortName(), std::string("maxAbs"));

    // Reset
    max.Reset();
    EXPECT_DOUBLE_EQ(max.Value(), 0.0);
    EXPECT_EQ(max.Count(), 0u);
  }

  {
    // Constant values, max should match
    math::SignalMaxAbsoluteValue max;
    EXPECT_DOUBLE_EQ(max.Value(), 0.0);
    EXPECT_EQ(max.Count(), 0u);

    const double value = 3.14159;

    // Loop two times to verify Reset
    for (int j = 0; j < 2; ++j)
    {
      for (unsigned int i = 1; i <= 10; ++i)
      {
        max.InsertData(value);
        EXPECT_NEAR(max.Value(), value, 1e-10);
        EXPECT_EQ(max.Count(), i);
      }

      // Reset
      max.Reset();
      EXPECT_DOUBLE_EQ(max.Value(), 0.0);
      EXPECT_EQ(max.Count(), 0u);
    }
  }

  {
    // Values with alternating sign, increasing magnitude
    // max should match absolute value every time
    math::SignalMaxAbsoluteValue max;
    EXPECT_DOUBLE_EQ(max.Value(), 0.0);
    EXPECT_EQ(max.Count(), 0u);

    const double value = 3.14159;

    // Loop two times to verify Reset
    for (int j = 0; j < 2; ++j)
    {
      for (unsigned int i = 1; i <= 10; ++i)
      {
        max.InsertData(value * i);
        EXPECT_NEAR(max.Value(), value * i, 1e-10);
        EXPECT_EQ(max.Count(), i*2-1);

        max.InsertData(-value * i);
        EXPECT_NEAR(max.Value(), value * i, 1e-10);
        EXPECT_EQ(max.Count(), i*2);
      }

      // Reset
      max.Reset();
      EXPECT_DOUBLE_EQ(max.Value(), 0.0);
      EXPECT_EQ(max.Count(), 0u);
    }
  }
}

TEST_F(SignalStatsTest, SignalStats)
{
  {
    // Constructor
    math::SignalStats stats;
    EXPECT_TRUE(stats.Map().empty());
    EXPECT_EQ(stats.Count(), 0u);

    // Reset
    stats.Reset();
    EXPECT_TRUE(stats.Map().empty());
    EXPECT_EQ(stats.Count(), 0u);
  }

  {
    // InsertStatistic
    math::SignalStats stats;
    EXPECT_TRUE(stats.Map().empty());

    EXPECT_TRUE(stats.InsertStatistic("maxAbs"));
    EXPECT_FALSE(stats.InsertStatistic("maxAbs"));
    EXPECT_FALSE(stats.Map().empty());

    EXPECT_TRUE(stats.InsertStatistic("mean"));
    EXPECT_FALSE(stats.InsertStatistic("mean"));
    EXPECT_FALSE(stats.Map().empty());

    EXPECT_TRUE(stats.InsertStatistic("rms"));
    EXPECT_FALSE(stats.InsertStatistic("rms"));
    EXPECT_FALSE(stats.Map().empty());

    EXPECT_FALSE(stats.InsertStatistic("FakeStatistic"));

    // Map with no data
    std::map<std::string, double> map = stats.Map();
    EXPECT_FALSE(map.empty());
    EXPECT_EQ(map.size(), 3u);
    EXPECT_EQ(map.count("maxAbs"), 1u);
    EXPECT_EQ(map.count("mean"), 1u);
    EXPECT_EQ(map.count("rms"), 1u);
    EXPECT_EQ(map.count("FakeStatistic"), 0u);
  }

  {
    // InsertStatistics
    math::SignalStats stats;
    EXPECT_FALSE(stats.InsertStatistics(""));
    EXPECT_TRUE(stats.Map().empty());

    EXPECT_TRUE(stats.InsertStatistics("maxAbs,rms"));
    EXPECT_FALSE(stats.InsertStatistics("maxAbs,rms"));
    EXPECT_FALSE(stats.InsertStatistics("maxAbs"));
    EXPECT_FALSE(stats.InsertStatistics("rms"));
    EXPECT_FALSE(stats.Map().empty());

    EXPECT_FALSE(stats.InsertStatistics("mean,FakeStatistic"));
    EXPECT_FALSE(stats.Map().empty());

    EXPECT_FALSE(stats.InsertStatistics("FakeStatistic"));

    // Map with no data
    std::map<std::string, double> map = stats.Map();
    EXPECT_FALSE(map.empty());
    EXPECT_EQ(map.size(), 3u);
    EXPECT_EQ(map.count("maxAbs"), 1u);
    EXPECT_EQ(map.count("mean"), 1u);
    EXPECT_EQ(map.count("rms"), 1u);
    EXPECT_EQ(map.count("FakeStatistic"), 0u);
  }

  {
    // Add some statistics
    math::SignalStats stats;
    EXPECT_TRUE(stats.InsertStatistics("maxAbs,mean,rms"));
    EXPECT_EQ(stats.Map().size(), 3u);

    // No data yet
    EXPECT_EQ(stats.Count(), 0u);

    // Insert data with alternating signs
    const double value = 3.14159;
    stats.InsertData(value);
    stats.InsertData(-value);
    EXPECT_EQ(stats.Count(), 2u);

    {
      std::map<std::string, double> map = stats.Map();
      EXPECT_NEAR(map["maxAbs"], value, 1e-10);
      EXPECT_NEAR(map["rms"], value, 1e-10);
      EXPECT_NEAR(map["mean"], 0.0, 1e-10);
    }

    stats.Reset();
    EXPECT_EQ(stats.Map().size(), 3u);
    EXPECT_EQ(stats.Count(), 0u);
    {
      std::map<std::string, double> map = stats.Map();
      EXPECT_DOUBLE_EQ(map["maxAbs"], 0.0);
      EXPECT_DOUBLE_EQ(map["rms"], 0.0);
      EXPECT_DOUBLE_EQ(map["mean"], 0.0);
    }
  }
}