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+// Ceres Solver - A fast non-linear least squares minimizer
+// Copyright 2014 Google Inc. All rights reserved.
+// http://code.google.com/p/ceres-solver/
+//
+// Redistribution and use in source and binary forms, with or without
+// modification, are permitted provided that the following conditions are met:
+//
+// * Redistributions of source code must retain the above copyright notice,
+// this list of conditions and the following disclaimer.
+// * Redistributions in binary form must reproduce the above copyright notice,
+// this list of conditions and the following disclaimer in the documentation
+// and/or other materials provided with the distribution.
+// * Neither the name of Google Inc. nor the names of its contributors may be
+// used to endorse or promote products derived from this software without
+// specific prior written permission.
+//
+// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+// POSSIBILITY OF SUCH DAMAGE.
+//
+// Author: richie.stebbing@gmail.com (Richard Stebbing)
+
+#include "ceres/compressed_row_jacobian_writer.h"
+#include "ceres/dynamic_compressed_row_jacobian_writer.h"
+#include "ceres/casts.h"
+#include "ceres/dynamic_compressed_row_sparse_matrix.h"
+#include "ceres/parameter_block.h"
+#include "ceres/program.h"
+#include "ceres/residual_block.h"
+
+namespace ceres {
+namespace internal {
+
+ScratchEvaluatePreparer*
+DynamicCompressedRowJacobianWriter::CreateEvaluatePreparers(int num_threads) {
+ return ScratchEvaluatePreparer::Create(*program_, num_threads);
+}
+
+SparseMatrix* DynamicCompressedRowJacobianWriter::CreateJacobian() const {
+ // Initialize `jacobian` with zero number of `max_num_nonzeros`.
+ const int num_residuals = program_->NumResiduals();
+ const int num_effective_parameters = program_->NumEffectiveParameters();
+
+ DynamicCompressedRowSparseMatrix* jacobian =
+ new DynamicCompressedRowSparseMatrix(num_residuals,
+ num_effective_parameters,
+ 0);
+
+ CompressedRowJacobianWriter::PopulateJacobianRowAndColumnBlockVectors(
+ program_, jacobian);
+
+ return jacobian;
+}
+
+void DynamicCompressedRowJacobianWriter::Write(int residual_id,
+ int residual_offset,
+ double **jacobians,
+ SparseMatrix* base_jacobian) {
+ DynamicCompressedRowSparseMatrix* jacobian =
+ down_cast<DynamicCompressedRowSparseMatrix*>(base_jacobian);
+
+ // Get the `residual_block` of interest.
+ const ResidualBlock* residual_block =
+ program_->residual_blocks()[residual_id];
+ const int num_residuals = residual_block->NumResiduals();
+
+ vector<pair<int, int> > evaluated_jacobian_blocks;
+ CompressedRowJacobianWriter::GetOrderedParameterBlocks(
+ program_, residual_id, &evaluated_jacobian_blocks);
+
+ // `residual_offset` is the residual row in the global jacobian.
+ // Empty the jacobian rows.
+ jacobian->ClearRows(residual_offset, num_residuals);
+
+ // Iterate over each parameter block.
+ for (int i = 0; i < evaluated_jacobian_blocks.size(); ++i) {
+ const ParameterBlock* parameter_block =
+ program_->parameter_blocks()[evaluated_jacobian_blocks[i].first];
+ const int parameter_block_jacobian_index =
+ evaluated_jacobian_blocks[i].second;
+ const int parameter_block_size = parameter_block->LocalSize();
+
+ // For each parameter block only insert its non-zero entries.
+ for (int r = 0; r < num_residuals; ++r) {
+ for (int c = 0; c < parameter_block_size; ++c) {
+ const double& v = jacobians[parameter_block_jacobian_index][
+ r * parameter_block_size + c];
+ // Only insert non-zero entries.
+ if (v != 0.0) {
+ jacobian->InsertEntry(
+ residual_offset + r, parameter_block->delta_offset() + c, v);
+ }
+ }
+ }
+ }
+}
+
+} // namespace internal
+} // namespace ceres