eigen/bench/btl/data/smooth.cxx

//=====================================================
// File   :  smooth.cxx
// Author :  L. Plagne <laurent.plagne@edf.fr)>
// Copyright (C) EDF R&D,  lun sep 30 14:23:15 CEST 2002
//=====================================================
//
// This program is free software; you can redistribute it and/or
// modify it under the terms of the GNU General Public License
// as published by the Free Software Foundation; either version 2
// of the License, or (at your option) any later version.
//
// This program is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU General Public License for more details.
// You should have received a copy of the GNU General Public License
// along with this program; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA  02111-1307, USA.
//
#include "utilities.h"
#include <vector>
#include <deque>
#include <string>
#include <iostream>
#include <fstream>
#include "bench_parameter.hh"
#include <set>

using namespace std;

void read_xy_file(const string &filename, vector<int> &tab_sizes, vector<double> &tab_mflops);
void write_xy_file(const string &filename, vector<int> &tab_sizes, vector<double> &tab_mflops);
void smooth_curve(const vector<double> &tab_mflops, vector<double> &smooth_tab_mflops, int window_half_width);
void centered_smooth_curve(const vector<double> &tab_mflops, vector<double> &smooth_tab_mflops, int window_half_width);

/////////////////////////////////////////////////////////////////////////////////////////////////

int main(int argc, char *argv[]) {
  // input data

  if (argc < 3) {
    INFOS("!!! Error ... usage : main filename window_half_width smooth_filename");
    exit(0);
  }
  INFOS(argc);

  int window_half_width = atoi(argv[2]);

  string filename = argv[1];
  string smooth_filename = argv[3];

  INFOS(filename);
  INFOS("window_half_width=" << window_half_width);

  vector<int> tab_sizes;
  vector<double> tab_mflops;

  read_xy_file(filename, tab_sizes, tab_mflops);

  // smoothing

  vector<double> smooth_tab_mflops;

  // smooth_curve(tab_mflops,smooth_tab_mflops,window_half_width);
  centered_smooth_curve(tab_mflops, smooth_tab_mflops, window_half_width);

  // output result

  write_xy_file(smooth_filename, tab_sizes, smooth_tab_mflops);
}

///////////////////////////////////////////////////////////////////////////////////////////////////////////////////

template <class VECTOR>
double weighted_mean(const VECTOR &data) {
  double mean = 0.0;

  for (int i = 0; i < data.size(); i++) {
    mean += data[i];
  }

  return mean / double(data.size());
}

///////////////////////////////////////////////////////////////////////////////////////////////////////////////////

void smooth_curve(const vector<double> &tab_mflops, vector<double> &smooth_tab_mflops, int window_half_width) {
  int window_width = 2 * window_half_width + 1;

  int size = tab_mflops.size();

  vector<double> sample(window_width);

  for (int i = 0; i < size; i++) {
    for (int j = 0; j < window_width; j++) {
      int shifted_index = i + j - window_half_width;
      if (shifted_index < 0) shifted_index = 0;
      if (shifted_index > size - 1) shifted_index = size - 1;
      sample[j] = tab_mflops[shifted_index];
    }

    smooth_tab_mflops.push_back(weighted_mean(sample));
  }
}

void centered_smooth_curve(const vector<double> &tab_mflops, vector<double> &smooth_tab_mflops, int window_half_width) {
  int max_window_width = 2 * window_half_width + 1;

  int size = tab_mflops.size();

  for (int i = 0; i < size; i++) {
    deque<double> sample;

    sample.push_back(tab_mflops[i]);

    for (int j = 1; j <= window_half_width; j++) {
      int before = i - j;
      int after = i + j;

      if ((before >= 0) && (after < size))  // inside of the vector
      {
        sample.push_front(tab_mflops[before]);
        sample.push_back(tab_mflops[after]);
      }
    }

    smooth_tab_mflops.push_back(weighted_mean(sample));
  }
}

///////////////////////////////////////////////////////////////////////////////////////////////////////////////////

void write_xy_file(const string &filename, vector<int> &tab_sizes, vector<double> &tab_mflops) {
  ofstream output_file(filename.c_str(), ios::out);

  for (int i = 0; i < tab_sizes.size(); i++) {
    output_file << tab_sizes[i] << " " << tab_mflops[i] << endl;
  }

  output_file.close();
}

///////////////////////////////////////////////////////////////////////////////////////////////////////////////////

void read_xy_file(const string &filename, vector<int> &tab_sizes, vector<double> &tab_mflops) {
  ifstream input_file(filename.c_str(), ios::in);

  if (!input_file) {
    INFOS("!!! Error opening " << filename);
    exit(0);
  }

  int nb_point = 0;
  int size = 0;
  double mflops = 0;

  while (input_file >> size >> mflops) {
    nb_point++;
    tab_sizes.push_back(size);
    tab_mflops.push_back(mflops);
  }
  SCRUTE(nb_point);

  input_file.close();
}