testMultiStatistics.cpp

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#include <iostream>
#include "DGtal/base/Common.h"
#include "ConfigTest.h"
#include "DGtalCatch.h"
#include "DGtal/helpers/StdDefs.h"
#include "DGtal/math/MultiStatistics.h"
 
using namespace std;
using namespace DGtal;
 
// Functions for testing class MultiStatistics.
 
TEST_CASE( "Testing MultiStatistics" )
{  
  MultiStatistics stats (100, false);
  for(unsigned int i = 0; i< 100; i++)
    {
      for(unsigned int j = 0; j<= i; j++)
        {
          stats.addValue(i, j);
        }
    }
  stats.terminate();
    
  SECTION("Testing multiStatics estimated quantities without saving the data")
    {
      unsigned int val = 50;
      REQUIRE( stats.max(val) == val );      
      REQUIRE( stats.min(val) == 0 );      
      REQUIRE( stats.mean(val) == val/2.0  );      
      val = 31;
      REQUIRE( stats.max(val) == val );      
      REQUIRE( stats.min(val) == 0 );      
      REQUIRE( stats.mean(val) == val/2.0  );      
    }
 
  MultiStatistics stats2 (100, true);
  for(unsigned int i = 0; i< 100; i++)
    {
      for(unsigned int j = 0; j<= i; j++)
        {
          stats2.addValue(i, j);
        }
    }
  stats2.terminate();
 
  SECTION("Testing multiStatics estimated quantities with saving the data")
    {
      unsigned int val = 12;
      REQUIRE( stats2.max(val) == val );      
      REQUIRE( stats2.min(val) == 0 );      
      REQUIRE( stats2.mean(val) == val/2.0  );      
      REQUIRE( stats2.median(val) == ((val+1)/2)  );      
      val = 33;
      REQUIRE( stats2.max(val) == val );      
      REQUIRE( stats2.min(val) == 0 );      
      REQUIRE( stats2.mean(val) == val/2.0  );      
      REQUIRE( stats2.median(val) == ((val+1)/2) );            
    }
 
 
  MultiStatistics stats3 (100, true);
  for(unsigned int i = 0; i< 100; i++)
    {
      std::vector<double> vectValues; 
      for(unsigned int j = 0; j<= i; j++)
        {
          vectValues.push_back(j);
        }
      stats3.addValues(i, vectValues.begin(), vectValues.end());
    }
  stats3.terminate();
 
  SECTION("Testing feature math of MultiStatistics with saving data")
    {
      unsigned int val = 12;
      REQUIRE( stats3.max(val) == val );      
      REQUIRE( stats3.min(val) == 0 );      
      REQUIRE( stats3.mean(val) == val/2.0  );      
      REQUIRE( stats3.median(val) == ((val+1)/2)  );      
      val = 33;
      REQUIRE( stats3.max(val) == val );      
      REQUIRE( stats3.min(val) == 0 );      
      REQUIRE( stats3.mean(val) == val/2.0  );      
      REQUIRE( stats3.median(val) == ((val+1)/2) );            
    }
 
 
}