10ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Ceres Solver - A fast non-linear least squares minimizer
20ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Copyright 2012 Google Inc. All rights reserved.
30ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// http://code.google.com/p/ceres-solver/
40ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
50ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Redistribution and use in source and binary forms, with or without
60ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// modification, are permitted provided that the following conditions are met:
70ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
80ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Redistributions of source code must retain the above copyright notice,
90ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   this list of conditions and the following disclaimer.
100ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Redistributions in binary form must reproduce the above copyright notice,
110ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   this list of conditions and the following disclaimer in the documentation
120ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   and/or other materials provided with the distribution.
130ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Neither the name of Google Inc. nor the names of its contributors may be
140ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   used to endorse or promote products derived from this software without
150ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   specific prior written permission.
160ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
170ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
180ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
190ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
200ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
210ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
220ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
230ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
240ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
250ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
260ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
270ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// POSSIBILITY OF SUCH DAMAGE.
280ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
290ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Author: sameeragarwal@google.com (Sameer Agarwal)
300ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
310ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/array_utils.h"
320ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
3379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include <algorithm>
340ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include <cmath>
350ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include <cstddef>
3679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include <string>
3779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include <vector>
380ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/fpclassify.h"
3979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "ceres/stringprintf.h"
400ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
410ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongnamespace ceres {
420ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongnamespace internal {
430ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
440ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// It is a near impossibility that user code generates this exact
450ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// value in normal operation, thus we will use it to fill arrays
460ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// before passing them to user code. If on return an element of the
470ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// array still contains this value, we will assume that the user code
480ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// did not write to that memory location.
490ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongconst double kImpossibleValue = 1e302;
500ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
510ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongbool IsArrayValid(const int size, const double* x) {
520ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  if (x != NULL) {
530ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong    for (int i = 0; i < size; ++i) {
540ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong      if (!IsFinite(x[i]) || (x[i] == kImpossibleValue))  {
550ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong        return false;
560ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong      }
570ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong    }
580ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  }
590ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  return true;
600ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}
610ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
6279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandezint FindInvalidValue(const int size, const double* x) {
6379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  if (x == NULL) {
6479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    return size;
6579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
6679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
6779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  for (int i = 0; i < size; ++i) {
6879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    if (!IsFinite(x[i]) || (x[i] == kImpossibleValue))  {
6979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      return i;
7079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    }
7179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
7279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
7379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  return size;
7479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez};
7579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
760ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongvoid InvalidateArray(const int size, double* x) {
770ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  if (x != NULL) {
780ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong    for (int i = 0; i < size; ++i) {
790ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong      x[i] = kImpossibleValue;
800ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong    }
810ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  }
820ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}
830ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
8479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandezvoid AppendArrayToString(const int size, const double* x, string* result) {
8579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  for (int i = 0; i < size; ++i) {
8679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    if (x == NULL) {
8779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      StringAppendF(result, "Not Computed  ");
8879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    } else {
8979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      if (x[i] == kImpossibleValue) {
9079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez        StringAppendF(result, "Uninitialized ");
9179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      } else {
9279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez        StringAppendF(result, "%12g ", x[i]);
9379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      }
9479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    }
9579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
9679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
9779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
9879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandezvoid MapValuesToContiguousRange(const int size, int* array) {
9979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  std::vector<int> unique_values(array, array + size);
10079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  std::sort(unique_values.begin(), unique_values.end());
10179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  unique_values.erase(std::unique(unique_values.begin(),
10279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                  unique_values.end()),
10379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                      unique_values.end());
10479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
10579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  for (int i = 0; i < size; ++i) {
10679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    array[i] = std::lower_bound(unique_values.begin(),
10779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                unique_values.end(),
10879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                array[i]) - unique_values.begin();
10979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
11079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
11179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
1120ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}  // namespace internal
1130ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}  // namespace ceres
114