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