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/* Copyright (c) 2008-2022 the MRtrix3 contributors.
*
* This Source Code Form is subject to the terms of the Mozilla Public
* License, v. 2.0. If a copy of the MPL was not distributed with this
* file, You can obtain one at http://mozilla.org/MPL/2.0/.
*
* Covered Software is provided under this License on an "as is"
* basis, without warranty of any kind, either expressed, implied, or
* statutory, including, without limitation, warranties that the
* Covered Software is free of defects, merchantable, fit for a
* particular purpose or non-infringing.
* See the Mozilla Public License v. 2.0 for more details.
*
* For more details, see http://www.mrtrix.org/.
*/
#include <fstream>
#include <sstream>
#include "file/json_utils.h"
#include "file/nifti_utils.h"
#include "axes.h"
#include "exception.h"
#include "header.h"
#include "mrtrix.h"
#include "phase_encoding.h"
#include "types.h"
#include "file/ofstream.h"
namespace MR
{
namespace File
{
namespace JSON
{
void load (Header& H, const std::string& path)
{
std::ifstream in (path);
if (!in)
throw Exception ("Error opening JSON file \"" + path + "\"");
nlohmann::json json;
try {
in >> json;
} catch (std::logic_error& e) {
throw Exception ("Error parsing JSON file \"" + path + "\": " + e.what());
}
read (json, H, true);
}
void save (const Header& H, const std::string& json_path, const std::string& image_path)
{
nlohmann::json json;
write (H, json, image_path);
File::OFStream out (json_path);
out << json.dump(4);
}
KeyValues read (const nlohmann::json& json, const KeyValues& preexisting)
{
KeyValues result;
for (auto i = json.cbegin(); i != json.cend(); ++i) {
if (i->is_boolean()) {
result.insert (std::make_pair (i.key(), i.value() ? "true" : "false"));
} else if (i->is_number_integer()) {
result.insert (std::make_pair (i.key(), str<int>(i.value())));
} else if (i->is_number_float()) {
result.insert (std::make_pair (i.key(), str<float>(i.value())));
} else if (i->is_string()) {
const std::string s = unquote(i.value());
result.insert (std::make_pair (i.key(), s));
} else if (i->is_array()) {
size_t num_subarrays = 0;
for (const auto& j : *i)
if (j.is_array())
++num_subarrays;
if (num_subarrays == 0) {
bool all_string = true;
bool all_numeric = true;
for (const auto& k : *i) {
if (!k.is_string())
all_string = false;
if (!(k.is_number()))
all_numeric = false;
}
if (all_string) {
vector<std::string> lines;
for (const auto& k : *i)
lines.push_back (unquote(k));
result.insert (std::make_pair (i.key(), join (lines, "\n")));
} else if (all_numeric) {
vector<std::string> line;
for (const auto& k : *i)
line.push_back (str(k));
result.insert (std::make_pair (i.key(), join (line, ",")));
} else {
throw Exception ("JSON entry \"" + i.key() + "\" is array but contains mixed data types");
}
}
else if (num_subarrays == i->size()) {
vector<std::string> s;
for (const auto& j : *i) {
vector<std::string> line;
for (const auto& k : j)
line.push_back (unquote(str(k)));
s.push_back (join(line, ","));
}
result.insert (std::make_pair (i.key(), join(s, "\n")));
}
else
throw Exception ("JSON entry \"" + i.key() + "\" contains mixture of elements and arrays");
}
}
for (const auto& kv : preexisting) {
if (kv.first == "comments" && result.find ("comments") != result.end()) {
add_line (result["comments"], kv.second);
} else {
// Will not overwrite existing entries
result.insert (kv);
}
}
return result;
}
void read (const nlohmann::json& json, Header& header, const bool realign)
{
header.keyval() = read (json, header.keyval());
const bool do_realign = realign && Header::do_realign_transform;
// The corresponding header may have been rotated on image load prior to the JSON
// being loaded. If this is the case, any fields that indicate an image axis
// number / direction need to be correspondingly modified.
std::array<size_t, 3> perm;
std::array<bool, 3> flip;
header.realignment (perm, flip);
if (perm[0] == 0 && perm[1] == 1 && perm[2] == 2 && !flip[0] && !flip[1] && !flip[2])
return;
auto pe_scheme = PhaseEncoding::get_scheme (header);
if (pe_scheme.rows()) {
if (do_realign) {
PhaseEncoding::set_scheme (header, PhaseEncoding::transform_for_image_load (pe_scheme, header));
INFO ("Phase encoding information read from JSON file modified to conform to prior MRtrix3 internal transform realignment of image \"" + header.name() + "\"");
} else {
INFO ("Phase encoding information read from JSON file not modified");
}
}
auto slice_encoding_it = header.keyval().find ("SliceEncodingDirection");
if (slice_encoding_it != header.keyval().end()) {
if (do_realign) {
const Eigen::Vector3d orig_dir (Axes::id2dir (slice_encoding_it->second));
Eigen::Vector3d new_dir;
for (size_t axis = 0; axis != 3; ++axis)
new_dir[axis] = flip[perm[axis]] ? -orig_dir[perm[axis]] : orig_dir[perm[axis]];
slice_encoding_it->second = Axes::dir2id (new_dir);
INFO ("Slice encoding direction read from JSON file modified to conform to prior MRtrix3 internal transform realignment of input image");
} else {
INFO ("Slice encoding information read from JSON file not modified");
}
}
}
namespace {
template <typename T>
bool attempt_scalar (const std::pair<std::string, std::string>& kv, nlohmann::json& json)
{
try {
const T temp = to<T> (kv.second);
json[kv.first] = temp;
return true;
} catch (...) { }
return false;
}
bool attempt_matrix (const std::pair<std::string, std::string>& kv, nlohmann::json& json)
{
try {
auto M_float = parse_matrix<default_type> (kv.second);
if (M_float.cols() == 1)
M_float.transposeInPlace();
nlohmann::json temp;
bool noninteger = false;
for (ssize_t row = 0; row != M_float.rows(); ++row) {
vector<default_type> data (M_float.cols());
for (ssize_t i = 0; i != M_float.cols(); ++i) {
data[i] = M_float (row, i);
if (std::floor (data[i]) != data[i])
noninteger = true;
}
if (row)
temp[kv.first].push_back (data);
else if (M_float.rows() == 1)
temp[kv.first] = data;
else
temp[kv.first] = { data };
}
if (noninteger) {
json[kv.first] = temp[kv.first];
} else {
// No non-integer values found;
// Write the data natively as integers
auto M_int = parse_matrix<int> (kv.second);
if (M_int.cols() == 1)
M_int.transposeInPlace();
temp[kv.first] = nlohmann::json({});
for (ssize_t row = 0; row != M_int.rows(); ++row) {
vector<int> data (M_int.cols());
for (ssize_t i = 0; i != M_int.cols(); ++i)
data[i] = M_int (row, i);
if (row)
temp[kv.first].push_back (data);
else if (M_int.rows() == 1)
temp[kv.first] = data;
else
temp[kv.first] = { data };
}
json[kv.first] = temp[kv.first];
}
return true;
} catch (...) { return false; }
}
}
void write (const KeyValues& keyval, nlohmann::json& json)
{
auto write_string = [] (const std::pair<std::string, std::string>& kv,
nlohmann::json& json)
{
const auto lines = split_lines (kv.second);
if (lines.size() > 1)
json[kv.first] = lines;
else
json[kv.first] = kv.second;
};
for (const auto& kv : keyval) {
if (attempt_scalar<int> (kv, json)) continue;
if (attempt_scalar<default_type> (kv, json)) continue;
if (attempt_scalar<bool> (kv, json)) continue;
if (attempt_matrix (kv, json)) continue;
if (json.find (kv.first) == json.end()) {
write_string (kv, json);
} else {
nlohmann::json temp;
write_string (kv, temp);
if (json[kv.first] != temp[kv.first])
json[kv.first] = "variable";
}
}
}
void write (const Header& header, nlohmann::json& json, const std::string& image_path)
{
Header H_adj (header);
H_adj.name() = image_path;
if (!Path::has_suffix (image_path, { ".nii", ".nii.gz", ".img" })) {
write (H_adj.keyval(), json);
return;
}
vector<size_t> order;
vector<bool> flip;
File::NIfTI::axes_on_write (header, order, flip);
if (order[0] == 0 && order[1] == 1 && order[2] == 2 && !flip[0] && !flip[1] && !flip[2]) {
INFO ("No need to transform orientation-based information written to JSON file to match image: image is already RAS");
write (H_adj.keyval(), json);
return;
}
auto pe_scheme = PhaseEncoding::get_scheme (header);
if (pe_scheme.rows()) {
// Assume that image being written to disk is going to have its transform adjusted,
// so modify the phase encoding scheme appropriately before writing to JSON
PhaseEncoding::set_scheme (H_adj, PhaseEncoding::transform_for_nifti_write (pe_scheme, header));
INFO ("Phase encoding information written to JSON file modified according to expected output NIfTI header transform realignment");
}
auto slice_encoding_it = H_adj.keyval().find ("SliceEncodingDirection");
if (slice_encoding_it != H_adj.keyval().end()) {
const Eigen::Vector3d orig_dir (Axes::id2dir (slice_encoding_it->second));
Eigen::Vector3d new_dir;
for (size_t axis = 0; axis != 3; ++axis)
new_dir[axis] = flip[axis] ? orig_dir[order[axis]] : -orig_dir[order[axis]];
slice_encoding_it->second = Axes::dir2id (new_dir);
INFO ("Slice encoding direction written to JSON file modified according to expected output NIfTI header transform realignment");
}
write (H_adj.keyval(), json);
}
}
}
}
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