/*! * Copyright (c) 2015 by Contributors * \file sparse_page_raw_format.cc * Raw binary format of sparse page. */ #include #include #include "./sparse_batch_page.h" namespace xgboost { namespace data { DMLC_REGISTRY_FILE_TAG(sparse_page_raw_format); class SparsePageRawFormat : public SparsePage::Format { public: bool Read(SparsePage* page, dmlc::SeekStream* fi) override { if (!fi->Read(&(page->offset))) return false; CHECK_NE(page->offset.size(), 0U) << "Invalid SparsePage file"; page->data.resize(page->offset.back()); if (page->data.size() != 0) { CHECK_EQ(fi->Read(dmlc::BeginPtr(page->data), (page->data).size() * sizeof(SparseBatch::Entry)), (page->data).size() * sizeof(SparseBatch::Entry)) << "Invalid SparsePage file"; } return true; } bool Read(SparsePage* page, dmlc::SeekStream* fi, const std::vector& sorted_index_set) override { if (!fi->Read(&disk_offset_)) return false; // setup the offset page->offset.clear(); page->offset.push_back(0); for (size_t i = 0; i < sorted_index_set.size(); ++i) { bst_uint fid = sorted_index_set[i]; CHECK_LT(fid + 1, disk_offset_.size()); size_t size = disk_offset_[fid + 1] - disk_offset_[fid]; page->offset.push_back(page->offset.back() + size); } page->data.resize(page->offset.back()); // read in the data size_t begin = fi->Tell(); size_t curr_offset = 0; for (size_t i = 0; i < sorted_index_set.size();) { bst_uint fid = sorted_index_set[i]; if (disk_offset_[fid] != curr_offset) { CHECK_GT(disk_offset_[fid], curr_offset); fi->Seek(begin + disk_offset_[fid] * sizeof(SparseBatch::Entry)); curr_offset = disk_offset_[fid]; } size_t j, size_to_read = 0; for (j = i; j < sorted_index_set.size(); ++j) { if (disk_offset_[sorted_index_set[j]] == disk_offset_[fid] + size_to_read) { size_to_read += page->offset[j + 1] - page->offset[j]; } else { break; } } if (size_to_read != 0) { CHECK_EQ(fi->Read(dmlc::BeginPtr(page->data) + page->offset[i], size_to_read * sizeof(SparseBatch::Entry)), size_to_read * sizeof(SparseBatch::Entry)) << "Invalid SparsePage file"; curr_offset += size_to_read; } i = j; } // seek to end of record if (curr_offset != disk_offset_.back()) { fi->Seek(begin + disk_offset_.back() * sizeof(SparseBatch::Entry)); } return true; } void Write(const SparsePage& page, dmlc::Stream* fo) override { CHECK(page.offset.size() != 0 && page.offset[0] == 0); CHECK_EQ(page.offset.back(), page.data.size()); fo->Write(page.offset); if (page.data.size() != 0) { fo->Write(dmlc::BeginPtr(page.data), page.data.size() * sizeof(SparseBatch::Entry)); } } private: /*! \brief external memory column offset */ std::vector disk_offset_; }; XGBOOST_REGISTER_SPARSE_PAGE_FORMAT(raw) .describe("Raw binary data format.") .set_body([]() { return new SparsePageRawFormat(); }); } // namespace data } // namespace xgboost