179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Ceres Solver - A fast non-linear least squares minimizer
279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Copyright 2014 Google Inc. All rights reserved.
379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// http://code.google.com/p/ceres-solver/
479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//
579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Redistribution and use in source and binary forms, with or without
679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// modification, are permitted provided that the following conditions are met:
779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//
879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// * Redistributions of source code must retain the above copyright notice,
979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   this list of conditions and the following disclaimer.
1079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// * Redistributions in binary form must reproduce the above copyright notice,
1179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   this list of conditions and the following disclaimer in the documentation
1279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   and/or other materials provided with the distribution.
1379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// * Neither the name of Google Inc. nor the names of its contributors may be
1479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   used to endorse or promote products derived from this software without
1579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//   specific prior written permission.
1679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//
1779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
1879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
1979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
2079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
2179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
2279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
2379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
2479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
2579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
2679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
2779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// POSSIBILITY OF SUCH DAMAGE.
2879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez//
2979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez// Author: richie.stebbing@gmail.com (Richard Stebbing)
3079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
3179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include <cstring>
3279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez#include "ceres/dynamic_compressed_row_sparse_matrix.h"
3379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
3479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandeznamespace ceres {
3579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandeznamespace internal {
3679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
3779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos HernandezDynamicCompressedRowSparseMatrix::DynamicCompressedRowSparseMatrix(
3879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int num_rows,
3979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int num_cols,
4079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int initial_max_num_nonzeros)
4179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    : CompressedRowSparseMatrix(num_rows,
4279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                num_cols,
4379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                initial_max_num_nonzeros) {
4479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    dynamic_cols_.resize(num_rows);
4579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    dynamic_values_.resize(num_rows);
4679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
4779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
4879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandezvoid DynamicCompressedRowSparseMatrix::InsertEntry(int row,
4979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                                   int col,
5079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                                   const double& value) {
5179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  CHECK_GE(row, 0);
5279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  CHECK_LT(row, num_rows());
5379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  CHECK_GE(col, 0);
5479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  CHECK_LT(col, num_cols());
5579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  dynamic_cols_[row].push_back(col);
5679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  dynamic_values_[row].push_back(value);
5779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
5879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
5979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandezvoid DynamicCompressedRowSparseMatrix::ClearRows(int row_start,
6079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez                                                 int num_rows) {
6179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  for (int r = 0; r < num_rows; ++r) {
6279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    const int i = row_start + r;
6379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    CHECK_GE(i, 0);
6479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    CHECK_LT(i, this->num_rows());
6579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    dynamic_cols_[i].resize(0);
6679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    dynamic_values_[i].resize(0);
6779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
6879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
6979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
7079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandezvoid DynamicCompressedRowSparseMatrix::Finalize(int num_additional_elements) {
7179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  // `num_additional_elements` is provided as an argument so that additional
7279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  // storage can be reserved when it is known by the finalizer.
7379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  CHECK_GE(num_additional_elements, 0);
7479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
7579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  // Count the number of non-zeros and resize `cols_` and `values_`.
7679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int num_jacobian_nonzeros = 0;
7779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  for (int i = 0; i < dynamic_cols_.size(); ++i) {
7879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    num_jacobian_nonzeros += dynamic_cols_[i].size();
7979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
8079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
8179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  SetMaxNumNonZeros(num_jacobian_nonzeros + num_additional_elements);
8279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
8379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  // Flatten `dynamic_cols_` into `cols_` and `dynamic_values_`
8479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  // into `values_`.
8579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  int index_into_values_and_cols = 0;
8679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  for (int i = 0; i < num_rows(); ++i) {
8779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    mutable_rows()[i] = index_into_values_and_cols;
8879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    const int num_nonzero_columns = dynamic_cols_[i].size();
8979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    if (num_nonzero_columns > 0) {
9079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      memcpy(mutable_cols() + index_into_values_and_cols,
9179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez             &dynamic_cols_[i][0],
9279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez             dynamic_cols_[i].size() * sizeof(dynamic_cols_[0][0]));
9379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      memcpy(mutable_values() + index_into_values_and_cols,
9479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez             &dynamic_values_[i][0],
9579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez             dynamic_values_[i].size() * sizeof(dynamic_values_[0][0]));
9679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez      index_into_values_and_cols += dynamic_cols_[i].size();
9779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    }
9879397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  }
9979397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  mutable_rows()[num_rows()] = index_into_values_and_cols;
10079397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
10179397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez  CHECK_EQ(index_into_values_and_cols, num_jacobian_nonzeros)
10279397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    << "Ceres bug: final index into values_ and cols_ should be equal to "
10379397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez    << "the number of jacobian nonzeros. Please contact the developers!";
10479397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}
10579397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez
10679397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}  // namespace internal
10779397c21138f54fcff6ec067b44b847f1f7e0e98Carlos Hernandez}  // namespace ceres
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