Jiaming Yuan a1bcd33a3b
[breaking] Change internal model serialization to UBJSON. (#7556)
* Use typed array for models.
* Change the memory snapshot format.
* Add new C API for saving to raw format.
2022-01-16 02:11:53 +08:00

160 lines
4.4 KiB
C++

/*!
* Copyright (c) by XGBoost Contributors 2019-2022
*/
#if defined(__unix__)
#include <sys/stat.h>
#include <fcntl.h>
#include <unistd.h>
#endif // defined(__unix__)
#include <algorithm>
#include <fstream>
#include <string>
#include <memory>
#include <utility>
#include <cstdio>
#include "xgboost/logging.h"
#include "io.h"
namespace xgboost {
namespace common {
size_t PeekableInStream::Read(void* dptr, size_t size) {
size_t nbuffer = buffer_.length() - buffer_ptr_;
if (nbuffer == 0) return strm_->Read(dptr, size);
if (nbuffer < size) {
std::memcpy(dptr, dmlc::BeginPtr(buffer_) + buffer_ptr_, nbuffer);
buffer_ptr_ += nbuffer;
return nbuffer + strm_->Read(reinterpret_cast<char*>(dptr) + nbuffer,
size - nbuffer);
} else {
std::memcpy(dptr, dmlc::BeginPtr(buffer_) + buffer_ptr_, size);
buffer_ptr_ += size;
return size;
}
}
size_t PeekableInStream::PeekRead(void* dptr, size_t size) {
size_t nbuffer = buffer_.length() - buffer_ptr_;
if (nbuffer < size) {
buffer_ = buffer_.substr(buffer_ptr_, buffer_.length());
buffer_ptr_ = 0;
buffer_.resize(size);
size_t nadd = strm_->Read(dmlc::BeginPtr(buffer_) + nbuffer, size - nbuffer);
buffer_.resize(nbuffer + nadd);
std::memcpy(dptr, dmlc::BeginPtr(buffer_), buffer_.length());
return buffer_.size();
} else {
std::memcpy(dptr, dmlc::BeginPtr(buffer_) + buffer_ptr_, size);
return size;
}
}
FixedSizeStream::FixedSizeStream(PeekableInStream* stream) : PeekableInStream(stream), pointer_{0} {
size_t constexpr kInitialSize = 4096;
size_t size{kInitialSize}, total{0};
buffer_.clear();
while (true) {
buffer_.resize(size);
size_t read = stream->PeekRead(&buffer_[0], size);
total = read;
if (read < size) {
break;
}
size *= 2;
}
buffer_.resize(total);
}
size_t FixedSizeStream::Read(void* dptr, size_t size) {
auto read = this->PeekRead(dptr, size);
pointer_ += read;
return read;
}
size_t FixedSizeStream::PeekRead(void* dptr, size_t size) {
if (size >= buffer_.size() - pointer_) {
std::copy(buffer_.cbegin() + pointer_, buffer_.cend(), reinterpret_cast<char*>(dptr));
return std::distance(buffer_.cbegin() + pointer_, buffer_.cend());
} else {
auto const beg = buffer_.cbegin() + pointer_;
auto const end = beg + size;
std::copy(beg, end, reinterpret_cast<char*>(dptr));
return std::distance(beg, end);
}
}
void FixedSizeStream::Seek(size_t pos) {
pointer_ = pos;
CHECK_LE(pointer_, buffer_.size());
}
void FixedSizeStream::Take(std::string* out) {
CHECK(out);
*out = std::move(buffer_);
}
std::string LoadSequentialFile(std::string uri, bool stream) {
auto OpenErr = [&uri]() {
std::string msg;
msg = "Opening " + uri + " failed: ";
msg += strerror(errno);
LOG(FATAL) << msg;
};
auto parsed = dmlc::io::URI(uri.c_str());
// Read from file.
if ((parsed.protocol == "file://" || parsed.protocol.length() == 0) && !stream) {
std::string buffer;
// Open in binary mode so that correct file size can be computed with
// seekg(). This accommodates Windows platform:
// https://docs.microsoft.com/en-us/cpp/standard-library/basic-istream-class?view=vs-2019#seekg
std::ifstream ifs(uri, std::ios_base::binary | std::ios_base::in);
if (!ifs) {
// https://stackoverflow.com/a/17338934
OpenErr();
}
ifs.seekg(0, std::ios_base::end);
const size_t file_size = static_cast<size_t>(ifs.tellg());
ifs.seekg(0, std::ios_base::beg);
buffer.resize(file_size + 1);
ifs.read(&buffer[0], file_size);
buffer.back() = '\0';
return buffer;
}
// Read from remote.
std::unique_ptr<dmlc::Stream> fs{dmlc::Stream::Create(uri.c_str(), "r")};
std::string buffer;
size_t constexpr kInitialSize = 4096;
size_t size {kInitialSize}, total {0};
while (true) {
buffer.resize(total + size);
size_t read = fs->Read(&buffer[total], size);
total += read;
if (read < size) {
break;
}
size *= 2;
}
buffer.resize(total);
return buffer;
}
std::string FileExtension(std::string fname, bool lower) {
if (lower) {
std::transform(fname.begin(), fname.end(), fname.begin(),
[](char c) { return std::tolower(c); });
}
auto splited = Split(fname, '.');
if (splited.size() > 1) {
return splited.back();
} else {
return "";
}
}
} // namespace common
} // namespace xgboost