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#include <c10/util/irange.h>
#include <torch/csrc/jit/frontend/source_range.h>
#include <torch/csrc/jit/serialization/source_range_serialization.h>
namespace torch {
namespace jit {
// A stringlike class backed by a vector of string_view
// the string represented are logically the concatenation of the string_views
// This has advantage of not needing continues memory.
StringCordView::StringCordView() {
accumulated_sizes_.push_back(0);
}
StringCordView::StringCordView(
std::vector<c10::string_view> inputs,
std::vector<std::shared_ptr<std::string>> ownerships)
: pieces_(std::move(inputs)), owned_strings_(std::move(ownerships)) {
accumulated_sizes_.push_back(0);
size_t running_sum = 0;
for (auto& s : pieces_) {
if (s.size() > 0) {
running_sum += s.size();
accumulated_sizes_.push_back(running_sum);
}
}
}
size_t StringCordView::find(const std::string& tok, size_t start) const {
if (tok.size() == 0) {
return 0;
}
if ((size() - start) < tok.size()) {
return std::string::npos;
}
Iterator begin = iter_for_pos(start);
Iterator end_iter = end();
size_t offset = start;
for (; begin != end_iter; ++begin, ++offset) {
if (*begin == tok[0]) {
auto mis = std::mismatch(begin, end_iter, tok.begin(), tok.end());
if (mis.second == tok.end()) {
// no mismatch, and second string (tok) is exhausted.
return offset;
}
if (mis.first == end_iter) {
// this str is exhausted but tok is not
return std::string::npos;
}
}
}
return std::string::npos;
}
StringCordView StringCordView::substr(size_t start, size_t size) const {
std::vector<c10::string_view> pieces;
std::vector<std::shared_ptr<std::string>> ownerships;
if (start >= this->size()) {
// out of bounds
return StringCordView();
}
if (start + size >= this->size()) {
size = this->size() - start;
}
Iterator begin = iter_for_pos(start);
Iterator end = iter_for_pos(start + size);
if (begin.line_ == end.line_) {
// same line
pieces.push_back(pieces_[begin.line_].substr(begin.pos_, size));
} else {
pieces.push_back(pieces_[begin.line_].substr(begin.pos_));
size_t last_line = pieces_.size();
if (end != this->end() && end.line_ < last_line) {
// end is within the string
last_line = end.line_;
}
for (size_t i = begin.line_ + 1; i < last_line; i++) {
pieces.push_back(pieces_[i]);
}
if (end != this->end()) {
pieces.push_back(pieces_[end.line_].substr(0, end.pos_));
}
}
// share ownership
std::copy(
owned_strings_.begin(),
owned_strings_.end(),
std::back_inserter(ownerships));
return StringCordView(std::move(pieces), std::move(ownerships));
}
bool StringCordView::operator==(const std::string& rhs) const {
if (size() != rhs.size()) {
return false;
}
auto res = std::mismatch(begin(), end(), rhs.begin(), rhs.end());
// both need to exhaust
return res.first == end() && res.second == rhs.end();
}
bool StringCordView::operator==(const StringCordView& rhs) const {
if (size() != rhs.size()) {
return false;
}
auto res = std::mismatch(begin(), end(), rhs.begin(), rhs.end());
// both need to exhaust
return res.first == end() && res.second == rhs.end();
}
StringCordView::Iterator StringCordView::iter_for_pos(size_t pos) const {
if (pos == 0) {
return begin();
}
if (pos >= size()) {
return end();
}
auto upper = std::upper_bound(
accumulated_sizes_.begin(), accumulated_sizes_.end(), pos);
if (upper == accumulated_sizes_.end()) {
return end();
}
size_t line = upper - accumulated_sizes_.begin() - 1;
assert(accumulated_sizes_[line] <= pos);
assert(accumulated_sizes_[line + 1] > pos);
return Iterator(this, line, pos - accumulated_sizes_[line], size() - pos);
}
size_t SourceRangeHasher::operator()(const torch::jit::SourceRange& key) const {
return (
std::hash<uintptr_t>()(reinterpret_cast<uintptr_t>(key.source().get())) ^
std::hash<size_t>()(key.start()) ^ std::hash<size_t>()(key.end()));
}
c10::optional<SourceRange> Source::findSourceRangeThatGenerated(
const SourceRange& range) {
if (!gen_ranges_) {
return c10::nullopt;
}
return gen_ranges_->findSourceRangeThatGenerated(range);
}
void SourceRange::highlight(std::ostream& out) const {
// Retrieve original SourceRange, if present.
if (auto orig_source_range = findSourceRangeThatGenerated()) {
orig_source_range->highlight(out);
out << "Serialized ";
}
print_with_context(out, CONTEXT, true, "");
}
void format_stack_trace(
std::ostream& out,
const std::vector<StackEntry>& entries) {
bool has_orig_ranges = false;
std::vector<SourceRange> orig_ranges;
// gather original ranges. if we have a situation where we do not have orig
// ranges for some frames, we still want to report them for the frames we do
// have,
// so substitute the current range for that frame
for (const StackEntry& entry : entries) {
if (auto orig_source_range = entry.range.findSourceRangeThatGenerated()) {
orig_ranges.emplace_back(std::move(orig_source_range.value()));
has_orig_ranges = true;
} else {
orig_ranges.emplace_back(entry.range);
}
}
out << "Traceback of TorchScript";
if (has_orig_ranges) {
out << ", serialized code";
}
out << " (most recent call last):\n";
for (const StackEntry& entry : entries) {
entry.range.print_with_context(
out, SourceRange::CONTEXT, true, entry.filename);
}
if (has_orig_ranges) {
out << "\nTraceback of TorchScript, original code (most recent call last):\n";
auto it = entries.begin();
for (const SourceRange& range : orig_ranges) {
range.print_with_context(
out, SourceRange::CONTEXT, true, (*it++).filename);
}
}
}
void SourceRange::print_with_context(
std::ostream& out,
size_t context,
bool highlight,
const std::string& funcname) const {
// This is an empty SourceRange, used as a sentinel value.
if (!source_view_) {
return;
}
auto str = source_view_->text_str().str();
if (size() == str.size()) {
// this is just the entire file, not a subset, so print it out.
// primarily used to print out python stack traces
out << str;
return;
}
size_t range_end =
(str.size() < end()
? str.size()
: end()); // use instead of 'end()' because some ranges extend past
// the length of the source
// determine CONTEXT line range
size_t begin_line = start(); // beginning of lines to highlight
size_t end_line = range_end;
if (begin_line > str.size()) {
return;
}
while (begin_line > 0 && str[begin_line - 1] != '\n')
--begin_line;
while (end_line < str.size() && str[end_line] != '\n')
++end_line;
AT_ASSERT(begin_line == 0 || str[begin_line - 1] == '\n');
AT_ASSERT(end_line == str.size() || str[end_line] == '\n');
size_t begin_context = begin_line; // beginning of context, CONTEXT lines
// before the highlight lines
for (size_t i = 0; begin_context > 0; --begin_context) {
if (str[begin_context - 1] == '\n') {
++i;
}
if (i >= context) {
break;
}
}
AT_ASSERT(begin_context == 0 || str[begin_context - 1] == '\n');
size_t end_context =
end_line; // end of context, CONTEXT lines after the highlight lines
for (size_t i = 0; end_context < str.size(); ++end_context) {
if (str[end_context] == '\n') {
++i;
}
if (i >= context) {
break;
}
}
AT_ASSERT(end_context == str.size() || str[end_context] == '\n');
// print out location information
if (auto flc = file_line_col()) {
std::string filename;
// NOLINTNEXTLINE(cppcoreguidelines-init-variables)
size_t line, col;
std::tie(filename, line, col) = *flc;
out << " File \"" << filename << "\", line " << line;
if (funcname != "") {
out << ", in " << funcname;
}
out << "\n";
}
// print out inital context
out << str.substr(begin_context, start() - begin_context);
size_t line_start = start();
size_t line_end = range_end;
if (highlight) {
line_end = start();
while (line_start < range_end) {
// move line_end to end of line
while (line_end < str.size() && str[line_end] != '\n') {
++line_end;
}
// print line of code
auto actual_line = str.substr(line_start, (line_end - line_start) + 1);
out << actual_line;
if (actual_line.back() != '\n') {
out << "\n";
}
size_t empty_space = 0;
size_t highlight_space = 0;
size_t hightlight_begin = line_start;
size_t highlight_end = line_start;
// determine length of line which is being highlighted
while (hightlight_begin > 0 && str[hightlight_begin - 1] != '\n') {
--hightlight_begin;
}
while (highlight_end < range_end && str[highlight_end] != '\n') {
++highlight_end;
}
AT_ASSERT(hightlight_begin == 0 || str[hightlight_begin - 1] == '\n');
AT_ASSERT(highlight_end == range_end || str[highlight_end] == '\n');
// determine amount of empty space vs highlighted space
for (const auto i : c10::irange(hightlight_begin, highlight_end)) {
if (str[i] == ' ' || i < start()) {
empty_space++;
} else {
break;
}
}
highlight_space = highlight_end - hightlight_begin - empty_space;
if (highlight_space > 0) {
// some ranges are off and include empty white space on new lines which
// don't need to be printed
bool more_lines = false;
for (size_t i = line_end; i <= range_end; i++) {
if (str[i] != '\n' && str[i] != ' ') {
more_lines = true;
}
}
out << std::string(empty_space, ' ');
out << std::string(highlight_space, '~');
out << (more_lines && line_end != range_end ? "\n" : " <--- HERE\n");
}
++line_end;
line_start = line_end;
}
} else {
// print out code with no highlight
out << str.substr(start(), range_end - start());
}
// print out ending context
if (line_end <= str.size()) {
auto line_substr = str.substr(line_end, end_context - line_end);
out << line_substr;
if (!line_substr.empty() && line_substr.back() != '\n') {
out << "\n";
}
}
}
} // namespace jit
} // namespace torch
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