// Copyright (c) 2011-present, Facebook, Inc. All rights reserved. // This source code is licensed under both the GPLv2 (found in the // COPYING file in the root directory) and Apache 2.0 License // (found in the LICENSE.Apache file in the root directory). // #ifndef ROCKSDB_LITE #include "utilities/column_aware_encoding_util.h" #ifndef __STDC_FORMAT_MACROS #define __STDC_FORMAT_MACROS #endif #include #include #include #include #include #include #include "include/rocksdb/comparator.h" #include "include/rocksdb/slice.h" #include "rocksdb/env.h" #include "rocksdb/status.h" #include "table/block_based_table_builder.h" #include "table/block_based_table_factory.h" #include "table/format.h" #include "table/table_reader.h" #include "util/coding.h" #include "utilities/col_buf_decoder.h" #include "utilities/col_buf_encoder.h" #include "port/port.h" namespace rocksdb { ColumnAwareEncodingReader::ColumnAwareEncodingReader( const std::string& file_path) : file_name_(file_path), ioptions_(options_), internal_comparator_(BytewiseComparator()) { InitTableReader(file_name_); } void ColumnAwareEncodingReader::InitTableReader(const std::string& file_path) { std::unique_ptr file; uint64_t file_size; options_.env->NewRandomAccessFile(file_path, &file, soptions_); options_.env->GetFileSize(file_path, &file_size); file_.reset(new RandomAccessFileReader(std::move(file))); options_.comparator = &internal_comparator_; options_.table_factory = std::make_shared(); shared_ptr block_table_factory = std::dynamic_pointer_cast(options_.table_factory); std::unique_ptr table_reader; block_table_factory->NewTableReader( TableReaderOptions(ioptions_, soptions_, internal_comparator_, /*skip_filters=*/false), std::move(file_), file_size, &table_reader, /*enable_prefetch=*/false); table_reader_.reset(dynamic_cast(table_reader.release())); } void ColumnAwareEncodingReader::GetKVPairsFromDataBlocks( std::vector* kv_pair_blocks) { table_reader_->GetKVPairsFromDataBlocks(kv_pair_blocks); } void ColumnAwareEncodingReader::DecodeBlocks( const KVPairColDeclarations& kvp_col_declarations, WritableFile* out_file, const std::vector* blocks) { char* decoded_content_base = new char[16384]; Options options; ImmutableCFOptions ioptions(options); for (auto& block : *blocks) { KVPairColBufDecoders kvp_col_bufs(kvp_col_declarations); auto& key_col_bufs = kvp_col_bufs.key_col_bufs; auto& value_col_bufs = kvp_col_bufs.value_col_bufs; auto& value_checksum_buf = kvp_col_bufs.value_checksum_buf; auto& slice_final_with_bit = block; uint32_t format_version = 2; Slice compression_dict; BlockContents contents; const char* content_ptr; CompressionType type = (CompressionType)slice_final_with_bit[slice_final_with_bit.size() - 1]; if (type != kNoCompression) { UncompressBlockContents(slice_final_with_bit.c_str(), slice_final_with_bit.size() - 1, &contents, format_version, compression_dict, ioptions); content_ptr = contents.data.data(); } else { content_ptr = slice_final_with_bit.data(); } size_t num_kv_pairs; const char* header_content_ptr = content_ptr; num_kv_pairs = DecodeFixed64(header_content_ptr); header_content_ptr += sizeof(size_t); size_t num_key_columns = key_col_bufs.size(); size_t num_value_columns = value_col_bufs.size(); std::vector key_content_ptr(num_key_columns); std::vector value_content_ptr(num_value_columns); const char* checksum_content_ptr; size_t num_columns = num_key_columns + num_value_columns; const char* col_content_ptr = header_content_ptr + sizeof(size_t) * num_columns; // Read headers for (size_t i = 0; i < num_key_columns; ++i) { key_content_ptr[i] = col_content_ptr; key_content_ptr[i] += key_col_bufs[i]->Init(key_content_ptr[i]); size_t offset; offset = DecodeFixed64(header_content_ptr); header_content_ptr += sizeof(size_t); col_content_ptr += offset; } for (size_t i = 0; i < num_value_columns; ++i) { value_content_ptr[i] = col_content_ptr; value_content_ptr[i] += value_col_bufs[i]->Init(value_content_ptr[i]); size_t offset; offset = DecodeFixed64(header_content_ptr); header_content_ptr += sizeof(size_t); col_content_ptr += offset; } checksum_content_ptr = col_content_ptr; checksum_content_ptr += value_checksum_buf->Init(checksum_content_ptr); // Decode block char* decoded_content = decoded_content_base; for (size_t j = 0; j < num_kv_pairs; ++j) { for (size_t i = 0; i < num_key_columns; ++i) { key_content_ptr[i] += key_col_bufs[i]->Decode(key_content_ptr[i], &decoded_content); } for (size_t i = 0; i < num_value_columns; ++i) { value_content_ptr[i] += value_col_bufs[i]->Decode(value_content_ptr[i], &decoded_content); } checksum_content_ptr += value_checksum_buf->Decode(checksum_content_ptr, &decoded_content); } size_t offset = decoded_content - decoded_content_base; Slice output_content(decoded_content, offset); if (out_file != nullptr) { out_file->Append(output_content); } } delete[] decoded_content_base; } void ColumnAwareEncodingReader::DecodeBlocksFromRowFormat( WritableFile* out_file, const std::vector* blocks) { Options options; ImmutableCFOptions ioptions(options); for (auto& block : *blocks) { auto& slice_final_with_bit = block; uint32_t format_version = 2; Slice compression_dict; BlockContents contents; std::string decoded_content; CompressionType type = (CompressionType)slice_final_with_bit[slice_final_with_bit.size() - 1]; if (type != kNoCompression) { UncompressBlockContents(slice_final_with_bit.c_str(), slice_final_with_bit.size() - 1, &contents, format_version, compression_dict, ioptions); decoded_content = std::string(contents.data.data(), contents.data.size()); } else { decoded_content = std::move(slice_final_with_bit); } if (out_file != nullptr) { out_file->Append(decoded_content); } } } void ColumnAwareEncodingReader::DumpDataColumns( const std::string& filename, const KVPairColDeclarations& kvp_col_declarations, const std::vector& kv_pair_blocks) { KVPairColBufEncoders kvp_col_bufs(kvp_col_declarations); auto& key_col_bufs = kvp_col_bufs.key_col_bufs; auto& value_col_bufs = kvp_col_bufs.value_col_bufs; auto& value_checksum_buf = kvp_col_bufs.value_checksum_buf; FILE* fp = fopen(filename.c_str(), "w"); size_t block_id = 1; for (auto& kv_pairs : kv_pair_blocks) { fprintf(fp, "---------------- Block: %-4" ROCKSDB_PRIszt " ----------------\n", block_id); for (auto& kv_pair : kv_pairs) { const auto& key = kv_pair.first; const auto& value = kv_pair.second; size_t value_offset = 0; const char* key_ptr = key.data(); for (auto& buf : key_col_bufs) { size_t col_size = buf->Append(key_ptr); std::string tmp_buf(key_ptr, col_size); Slice col(tmp_buf); fprintf(fp, "%s ", col.ToString(true).c_str()); key_ptr += col_size; } fprintf(fp, "|"); const char* value_ptr = value.data(); for (auto& buf : value_col_bufs) { size_t col_size = buf->Append(value_ptr); std::string tmp_buf(value_ptr, col_size); Slice col(tmp_buf); fprintf(fp, " %s", col.ToString(true).c_str()); value_ptr += col_size; value_offset += col_size; } if (value_offset < value.size()) { size_t col_size = value_checksum_buf->Append(value_ptr); std::string tmp_buf(value_ptr, col_size); Slice col(tmp_buf); fprintf(fp, "|%s", col.ToString(true).c_str()); } else { value_checksum_buf->Append(nullptr); } fprintf(fp, "\n"); } block_id++; } fclose(fp); } namespace { void CompressDataBlock(const std::string& output_content, Slice* slice_final, CompressionType* type, std::string* compressed_output) { CompressionOptions compression_opts; uint32_t format_version = 2; // hard-coded version Slice compression_dict; *slice_final = CompressBlock(output_content, compression_opts, type, format_version, compression_dict, compressed_output); } } // namespace void ColumnAwareEncodingReader::EncodeBlocksToRowFormat( WritableFile* out_file, CompressionType compression_type, const std::vector& kv_pair_blocks, std::vector* blocks) { std::string output_content; for (auto& kv_pairs : kv_pair_blocks) { output_content.clear(); std::string last_key; size_t counter = 0; const size_t block_restart_interval = 16; for (auto& kv_pair : kv_pairs) { const auto& key = kv_pair.first; const auto& value = kv_pair.second; Slice last_key_piece(last_key); size_t shared = 0; if (counter >= block_restart_interval) { counter = 0; } else { const size_t min_length = std::min(last_key_piece.size(), key.size()); while ((shared < min_length) && last_key_piece[shared] == key[shared]) { shared++; } } const size_t non_shared = key.size() - shared; output_content.append(key.c_str() + shared, non_shared); output_content.append(value); last_key.resize(shared); last_key.append(key.data() + shared, non_shared); counter++; } Slice slice_final; auto type = compression_type; std::string compressed_output; CompressDataBlock(output_content, &slice_final, &type, &compressed_output); if (out_file != nullptr) { out_file->Append(slice_final); } // Add a bit in the end for decoding std::string slice_final_with_bit(slice_final.data(), slice_final.size()); slice_final_with_bit.append(reinterpret_cast(&type), 1); blocks->push_back( std::string(slice_final_with_bit.data(), slice_final_with_bit.size())); } } Status ColumnAwareEncodingReader::EncodeBlocks( const KVPairColDeclarations& kvp_col_declarations, WritableFile* out_file, CompressionType compression_type, const std::vector& kv_pair_blocks, std::vector* blocks, bool print_column_stat) { std::vector key_col_sizes( kvp_col_declarations.key_col_declarations->size(), 0); std::vector value_col_sizes( kvp_col_declarations.value_col_declarations->size(), 0); size_t value_checksum_size = 0; for (auto& kv_pairs : kv_pair_blocks) { KVPairColBufEncoders kvp_col_bufs(kvp_col_declarations); auto& key_col_bufs = kvp_col_bufs.key_col_bufs; auto& value_col_bufs = kvp_col_bufs.value_col_bufs; auto& value_checksum_buf = kvp_col_bufs.value_checksum_buf; size_t num_kv_pairs = 0; for (auto& kv_pair : kv_pairs) { const auto& key = kv_pair.first; const auto& value = kv_pair.second; size_t value_offset = 0; num_kv_pairs++; const char* key_ptr = key.data(); for (auto& buf : key_col_bufs) { size_t col_size = buf->Append(key_ptr); key_ptr += col_size; } const char* value_ptr = value.data(); for (auto& buf : value_col_bufs) { size_t col_size = buf->Append(value_ptr); value_ptr += col_size; value_offset += col_size; } if (value_offset < value.size()) { value_checksum_buf->Append(value_ptr); } else { value_checksum_buf->Append(nullptr); } } kvp_col_bufs.Finish(); // Get stats // Compress and write a block if (print_column_stat) { for (size_t i = 0; i < key_col_bufs.size(); ++i) { Slice slice_final; auto type = compression_type; std::string compressed_output; CompressDataBlock(key_col_bufs[i]->GetData(), &slice_final, &type, &compressed_output); out_file->Append(slice_final); key_col_sizes[i] += slice_final.size(); } for (size_t i = 0; i < value_col_bufs.size(); ++i) { Slice slice_final; auto type = compression_type; std::string compressed_output; CompressDataBlock(value_col_bufs[i]->GetData(), &slice_final, &type, &compressed_output); out_file->Append(slice_final); value_col_sizes[i] += slice_final.size(); } Slice slice_final; auto type = compression_type; std::string compressed_output; CompressDataBlock(value_checksum_buf->GetData(), &slice_final, &type, &compressed_output); out_file->Append(slice_final); value_checksum_size += slice_final.size(); } else { std::string output_content; // Write column sizes PutFixed64(&output_content, num_kv_pairs); for (auto& buf : key_col_bufs) { size_t size = buf->GetData().size(); PutFixed64(&output_content, size); } for (auto& buf : value_col_bufs) { size_t size = buf->GetData().size(); PutFixed64(&output_content, size); } // Write data for (auto& buf : key_col_bufs) { output_content.append(buf->GetData()); } for (auto& buf : value_col_bufs) { output_content.append(buf->GetData()); } output_content.append(value_checksum_buf->GetData()); Slice slice_final; auto type = compression_type; std::string compressed_output; CompressDataBlock(output_content, &slice_final, &type, &compressed_output); if (out_file != nullptr) { out_file->Append(slice_final); } // Add a bit in the end for decoding std::string slice_final_with_bit(slice_final.data(), slice_final.size() + 1); slice_final_with_bit[slice_final.size()] = static_cast(type); blocks->push_back(std::string(slice_final_with_bit.data(), slice_final_with_bit.size())); } } if (print_column_stat) { size_t total_size = 0; for (size_t i = 0; i < key_col_sizes.size(); ++i) total_size += key_col_sizes[i]; for (size_t i = 0; i < value_col_sizes.size(); ++i) total_size += value_col_sizes[i]; total_size += value_checksum_size; for (size_t i = 0; i < key_col_sizes.size(); ++i) printf("Key col %" ROCKSDB_PRIszt " size: %" ROCKSDB_PRIszt " percentage %lf%%\n", i, key_col_sizes[i], 100.0 * key_col_sizes[i] / total_size); for (size_t i = 0; i < value_col_sizes.size(); ++i) printf("Value col %" ROCKSDB_PRIszt " size: %" ROCKSDB_PRIszt " percentage %lf%%\n", i, value_col_sizes[i], 100.0 * value_col_sizes[i] / total_size); printf("Value checksum size: %" ROCKSDB_PRIszt " percentage %lf%%\n", value_checksum_size, 100.0 * value_checksum_size / total_size); } return Status::OK(); } void ColumnAwareEncodingReader::GetColDeclarationsPrimary( std::vector** key_col_declarations, std::vector** value_col_declarations, ColDeclaration** value_checksum_declaration) { *key_col_declarations = new std::vector{ ColDeclaration("FixedLength", ColCompressionType::kColRleVarint, 4, false, true), ColDeclaration("FixedLength", ColCompressionType::kColRleDeltaVarint, 8, false, true), ColDeclaration("FixedLength", ColCompressionType::kColDeltaVarint, 8, false, true), ColDeclaration("FixedLength", ColCompressionType::kColDeltaVarint, 8, false, true), ColDeclaration("FixedLength", ColCompressionType::kColRleVarint, 8)}; *value_col_declarations = new std::vector{ ColDeclaration("FixedLength", ColCompressionType::kColRleVarint, 4), ColDeclaration("FixedLength", ColCompressionType::kColRleVarint, 4), ColDeclaration("FixedLength", ColCompressionType::kColRle, 1), ColDeclaration("VariableLength"), ColDeclaration("FixedLength", ColCompressionType::kColDeltaVarint, 4), ColDeclaration("FixedLength", ColCompressionType::kColRleVarint, 8)}; *value_checksum_declaration = new ColDeclaration( "LongFixedLength", ColCompressionType::kColNoCompression, 9, true /* nullable */); } void ColumnAwareEncodingReader::GetColDeclarationsSecondary( std::vector** key_col_declarations, std::vector** value_col_declarations, ColDeclaration** value_checksum_declaration) { *key_col_declarations = new std::vector{ ColDeclaration("FixedLength", ColCompressionType::kColRleVarint, 4, false, true), ColDeclaration("FixedLength", ColCompressionType::kColDeltaVarint, 8, false, true), ColDeclaration("FixedLength", ColCompressionType::kColRleDeltaVarint, 8, false, true), ColDeclaration("FixedLength", ColCompressionType::kColRle, 1), ColDeclaration("FixedLength", ColCompressionType::kColDeltaVarint, 4, false, true), ColDeclaration("FixedLength", ColCompressionType::kColDeltaVarint, 8, false, true), ColDeclaration("FixedLength", ColCompressionType::kColRleVarint, 8, false, true), ColDeclaration("VariableChunk", ColCompressionType::kColNoCompression), ColDeclaration("FixedLength", ColCompressionType::kColRleVarint, 8)}; *value_col_declarations = new std::vector(); *value_checksum_declaration = new ColDeclaration( "LongFixedLength", ColCompressionType::kColNoCompression, 9, true /* nullable */); } } // namespace rocksdb #endif // ROCKSDB_LITE