/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, * software distributed under the License is distributed on an * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY * KIND, either express or implied. See the License for the * specific language governing permissions and limitations * under the License. */ // author Kevin Lang, Oath Research #ifndef CPC_COMPRESSOR_IMPL_HPP_ #define CPC_COMPRESSOR_IMPL_HPP_ #include #include "compression_data.hpp" #include "cpc_util.hpp" #include "cpc_common.hpp" #include "count_zeros.hpp" namespace datasketches { // construct on first use template cpc_compressor& get_compressor() { static cpc_compressor* instance = new cpc_compressor(); // use new for global initialization return *instance; } template cpc_compressor::cpc_compressor() { make_decoding_tables(); } template cpc_compressor::~cpc_compressor() { free_decoding_tables(); } template uint8_t* cpc_compressor::make_inverse_permutation(const uint8_t* permu, int length) { uint8_t* inverse = new uint8_t[length]; // use new for global initialization for (int i = 0; i < length; i++) { inverse[permu[i]] = i; } for (int i = 0; i < length; i++) { if (permu[inverse[i]] != i) throw std::logic_error("inverse permutation error"); } return inverse; } /* Given an encoding table that maps unsigned bytes to codewords of length at most 12, this builds a size-4096 decoding table */ // The second argument is typically 256, but can be other values such as 65. template uint16_t* cpc_compressor::make_decoding_table(const uint16_t* encoding_table, int num_byte_values) { uint16_t* decoding_table = new uint16_t[4096]; // use new for global initialization for (int byte_value = 0; byte_value < num_byte_values; byte_value++) { const int encoding_entry = encoding_table[byte_value]; const int code_value = encoding_entry & 0xfff; const int code_length = encoding_entry >> 12; const int decoding_entry = (code_length << 8) | byte_value; const int garbage_length = 12 - code_length; const int num_copies = 1 << garbage_length; for (int garbage_bits = 0; garbage_bits < num_copies; garbage_bits++) { const int extended_code_value = code_value | (garbage_bits << code_length); decoding_table[extended_code_value & 0xfff] = decoding_entry; } } return decoding_table; } template void cpc_compressor::validate_decoding_table(const uint16_t* decoding_table, const uint16_t* encoding_table) const { for (int decode_this = 0; decode_this < 4096; decode_this++) { const int tmp_d = decoding_table[decode_this]; const int decoded_byte = tmp_d & 0xff; const int decoded_length = tmp_d >> 8; const int tmp_e = encoding_table[decoded_byte]; const int encoded_bit_pattern = tmp_e & 0xfff; const int encoded_length = tmp_e >> 12; if (decoded_length != encoded_length) throw std::logic_error("decoded length error"); if (encoded_bit_pattern != (decode_this & ((1 << decoded_length) - 1))) throw std::logic_error("bit pattern error"); } } template void cpc_compressor::make_decoding_tables() { length_limited_unary_decoding_table65 = make_decoding_table(length_limited_unary_encoding_table65, 65); validate_decoding_table( length_limited_unary_decoding_table65, length_limited_unary_encoding_table65 ); for (int i = 0; i < (16 + 6); i++) { decoding_tables_for_high_entropy_byte[i] = make_decoding_table(encoding_tables_for_high_entropy_byte[i], 256); validate_decoding_table( decoding_tables_for_high_entropy_byte[i], encoding_tables_for_high_entropy_byte[i] ); } for (int i = 0; i < 16; i++) { column_permutations_for_decoding[i] = make_inverse_permutation(column_permutations_for_encoding[i], 56); } } template void cpc_compressor::free_decoding_tables() { delete[] length_limited_unary_decoding_table65; for (int i = 0; i < (16 + 6); i++) { delete[] decoding_tables_for_high_entropy_byte[i]; } for (int i = 0; i < 16; i++) { delete[] column_permutations_for_decoding[i]; } } template void cpc_compressor::compress(const cpc_sketch_alloc& source, compressed_state& result) const { switch (source.determine_flavor()) { case cpc_sketch_alloc::flavor::EMPTY: break; case cpc_sketch_alloc::flavor::SPARSE: compress_sparse_flavor(source, result); if (result.window_data.size() > 0) throw std::logic_error("window is not expected"); if (result.table_data.size() == 0) throw std::logic_error("table is expected"); break; case cpc_sketch_alloc::flavor::HYBRID: compress_hybrid_flavor(source, result); if (result.window_data.size() > 0) throw std::logic_error("window is not expected"); if (result.table_data.size() == 0) throw std::logic_error("table is expected"); break; case cpc_sketch_alloc::flavor::PINNED: compress_pinned_flavor(source, result); if (result.window_data.size() == 0) throw std::logic_error("window is not expected"); break; case cpc_sketch_alloc::flavor::SLIDING: compress_sliding_flavor(source, result); if (result.window_data.size() == 0) throw std::logic_error("window is expected"); break; default: throw std::logic_error("Unknown sketch flavor"); } } template void cpc_compressor::uncompress(const compressed_state& source, uncompressed_state& target, uint8_t lg_k, uint64_t num_coupons) const { switch (cpc_sketch_alloc::determine_flavor(lg_k, num_coupons)) { case cpc_sketch_alloc::flavor::EMPTY: target.table = u32_table(2, 6 + lg_k, source.table_data.get_allocator()); break; case cpc_sketch_alloc::flavor::SPARSE: uncompress_sparse_flavor(source, target, lg_k); break; case cpc_sketch_alloc::flavor::HYBRID: uncompress_hybrid_flavor(source, target, lg_k); break; case cpc_sketch_alloc::flavor::PINNED: if (source.window_data.size() == 0) throw std::logic_error("window is expected"); uncompress_pinned_flavor(source, target, lg_k, num_coupons); break; case cpc_sketch_alloc::flavor::SLIDING: uncompress_sliding_flavor(source, target, lg_k, num_coupons); break; default: std::logic_error("Unknown sketch flavor"); } } template void cpc_compressor::compress_sparse_flavor(const cpc_sketch_alloc& source, compressed_state& result) const { if (source.sliding_window.size() > 0) throw std::logic_error("unexpected sliding window"); vector_u32 pairs = source.surprising_value_table.unwrapping_get_items(); u32_table::introspective_insertion_sort(pairs.data(), 0, pairs.size()); compress_surprising_values(pairs, source.get_lg_k(), result); } template void cpc_compressor::uncompress_sparse_flavor(const compressed_state& source, uncompressed_state& target, uint8_t lg_k) const { if (source.window_data.size() > 0) throw std::logic_error("unexpected sliding window"); if (source.table_data.size() == 0) throw std::logic_error("table is expected"); vector_u32 pairs = uncompress_surprising_values(source.table_data.data(), source.table_data_words, source.table_num_entries, lg_k, source.table_data.get_allocator()); target.table = u32_table::make_from_pairs(pairs.data(), source.table_num_entries, lg_k, pairs.get_allocator()); } // This is complicated because it effectively builds a Sparse version // of a Pinned sketch before compressing it. Hence the name Hybrid. template void cpc_compressor::compress_hybrid_flavor(const cpc_sketch_alloc& source, compressed_state& result) const { if (source.sliding_window.size() == 0) throw std::logic_error("no sliding window"); if (source.window_offset != 0) throw std::logic_error("window_offset != 0"); const size_t k = 1 << source.get_lg_k(); vector_u32 pairs_from_table = source.surprising_value_table.unwrapping_get_items(); if (pairs_from_table.size() > 0) u32_table::introspective_insertion_sort(pairs_from_table.data(), 0, pairs_from_table.size()); const size_t num_pairs_from_window = source.get_num_coupons() - pairs_from_table.size(); // because the window offset is zero vector_u32 all_pairs = tricky_get_pairs_from_window(source.sliding_window.data(), k, num_pairs_from_window, pairs_from_table.size(), source.get_allocator()); u32_table::merge( pairs_from_table.data(), 0, pairs_from_table.size(), all_pairs.data(), pairs_from_table.size(), num_pairs_from_window, all_pairs.data(), 0 ); // note the overlapping subarray trick compress_surprising_values(all_pairs, source.get_lg_k(), result); } template void cpc_compressor::uncompress_hybrid_flavor(const compressed_state& source, uncompressed_state& target, uint8_t lg_k) const { if (source.window_data.size() > 0) throw std::logic_error("window is not expected"); if (source.table_data.size() == 0) throw std::logic_error("table is expected"); vector_u32 pairs = uncompress_surprising_values(source.table_data.data(), source.table_data_words, source.table_num_entries, lg_k, source.table_data.get_allocator()); // In the hybrid flavor, some of these pairs actually // belong in the window, so we will separate them out, // moving the "true" pairs to the bottom of the array. const size_t k = 1 << lg_k; target.window.resize(k, 0); // important: zero the memory size_t next_true_pair = 0; for (size_t i = 0; i < source.table_num_entries; i++) { const uint32_t row_col = pairs[i]; if (row_col == UINT32_MAX) throw std::logic_error("empty marker is not expected"); const uint8_t col = row_col & 63; if (col < 8) { const size_t row = row_col >> 6; target.window[row] |= 1 << col; // set the window bit } else { pairs[next_true_pair++] = row_col; // move true pair down } } target.table = u32_table::make_from_pairs(pairs.data(), next_true_pair, lg_k, pairs.get_allocator()); } template void cpc_compressor::compress_pinned_flavor(const cpc_sketch_alloc& source, compressed_state& result) const { compress_sliding_window(source.sliding_window.data(), source.get_lg_k(), source.get_num_coupons(), result); vector_u32 pairs = source.surprising_value_table.unwrapping_get_items(); if (pairs.size() > 0) { // Here we subtract 8 from the column indices. Because they are stored in the low 6 bits // of each row_col pair, and because no column index is less than 8 for a "Pinned" sketch, // we can simply subtract 8 from the pairs themselves. // shift the columns over by 8 positions before compressing (because of the window) for (size_t i = 0; i < pairs.size(); i++) { if ((pairs[i] & 63) < 8) throw std::logic_error("(pairs[i] & 63) < 8"); pairs[i] -= 8; } if (pairs.size() > 0) u32_table::introspective_insertion_sort(pairs.data(), 0, pairs.size()); compress_surprising_values(pairs, source.get_lg_k(), result); } } template void cpc_compressor::uncompress_pinned_flavor(const compressed_state& source, uncompressed_state& target, uint8_t lg_k, uint32_t num_coupons) const { if (source.window_data.size() == 0) throw std::logic_error("window is expected"); uncompress_sliding_window(source.window_data.data(), source.window_data_words, target.window, lg_k, num_coupons); const size_t num_pairs = source.table_num_entries; if (num_pairs == 0) { target.table = u32_table(2, 6 + lg_k, source.table_data.get_allocator()); } else { if (source.table_data.size() == 0) throw std::logic_error("table is expected"); vector_u32 pairs = uncompress_surprising_values(source.table_data.data(), source.table_data_words, num_pairs, lg_k, source.table_data.get_allocator()); // undo the compressor's 8-column shift for (size_t i = 0; i < num_pairs; i++) { if ((pairs[i] & 63) >= 56) throw std::logic_error("(pairs[i] & 63) >= 56"); pairs[i] += 8; } target.table = u32_table::make_from_pairs(pairs.data(), num_pairs, lg_k, pairs.get_allocator()); } } template void cpc_compressor::compress_sliding_flavor(const cpc_sketch_alloc& source, compressed_state& result) const { compress_sliding_window(source.sliding_window.data(), source.get_lg_k(), source.get_num_coupons(), result); vector_u32 pairs = source.surprising_value_table.unwrapping_get_items(); if (pairs.size() > 0) { // Here we apply a complicated transformation to the column indices, which // changes the implied ordering of the pairs, so we must do it before sorting. const uint8_t pseudo_phase = determine_pseudo_phase(source.get_lg_k(), source.get_num_coupons()); const uint8_t* permutation = column_permutations_for_encoding[pseudo_phase]; const uint8_t offset = source.window_offset; if (offset > 56) throw std::out_of_range("offset out of range"); for (size_t i = 0; i < pairs.size(); i++) { const uint32_t row_col = pairs[i]; const size_t row = row_col >> 6; uint8_t col = row_col & 63; // first rotate the columns into a canonical configuration: new = ((old - (offset+8)) + 64) mod 64 col = (col + 56 - offset) & 63; if (col >= 56) throw std::out_of_range("col out of range"); // then apply the permutation col = permutation[col]; pairs[i] = (row << 6) | col; } if (pairs.size() > 0) u32_table::introspective_insertion_sort(pairs.data(), 0, pairs.size()); compress_surprising_values(pairs, source.get_lg_k(), result); } } template void cpc_compressor::uncompress_sliding_flavor(const compressed_state& source, uncompressed_state& target, uint8_t lg_k, uint32_t num_coupons) const { if (source.window_data.size() == 0) throw std::logic_error("window is expected"); uncompress_sliding_window(source.window_data.data(), source.window_data_words, target.window, lg_k, num_coupons); const size_t num_pairs = source.table_num_entries; if (num_pairs == 0) { target.table = u32_table(2, 6 + lg_k, source.table_data.get_allocator()); } else { if (source.table_data.size() == 0) throw std::logic_error("table is expected"); vector_u32 pairs = uncompress_surprising_values(source.table_data.data(), source.table_data_words, num_pairs, lg_k, source.table_data.get_allocator()); const uint8_t pseudo_phase = determine_pseudo_phase(lg_k, num_coupons); if (pseudo_phase >= 16) throw std::logic_error("pseudo phase >= 16"); const uint8_t* permutation = column_permutations_for_decoding[pseudo_phase]; uint8_t offset = cpc_sketch_alloc::determine_correct_offset(lg_k, num_coupons); if (offset > 56) throw std::out_of_range("offset out of range"); for (size_t i = 0; i < num_pairs; i++) { const uint32_t row_col = pairs[i]; const size_t row = row_col >> 6; uint8_t col = row_col & 63; // first undo the permutation col = permutation[col]; // then undo the rotation: old = (new + (offset+8)) mod 64 col = (col + (offset + 8)) & 63; pairs[i] = (row << 6) | col; } target.table = u32_table::make_from_pairs(pairs.data(), num_pairs, lg_k, pairs.get_allocator()); } } template void cpc_compressor::compress_surprising_values(const vector_u32& pairs, uint8_t lg_k, compressed_state& result) const { const size_t k = 1 << lg_k; const uint64_t num_base_bits = golomb_choose_number_of_base_bits(k + pairs.size(), pairs.size()); const uint64_t table_len = safe_length_for_compressed_pair_buf(k, pairs.size(), num_base_bits); result.table_data.resize(table_len); size_t csv_length = low_level_compress_pairs(pairs.data(), pairs.size(), num_base_bits, result.table_data.data()); // At this point we could free the unused portion of the compression output buffer, // but it is not necessary if it is temporary // Note: realloc caused strange timing spikes for lgK = 11 and 12. result.table_data_words = csv_length; result.table_num_entries = pairs.size(); } template vector_u32 cpc_compressor::uncompress_surprising_values(const uint32_t* data, size_t data_words, size_t num_pairs, uint8_t lg_k, const A& allocator) const { const size_t k = 1 << lg_k; vector_u32 pairs(num_pairs, 0, allocator); const uint8_t num_base_bits = golomb_choose_number_of_base_bits(k + num_pairs, num_pairs); low_level_uncompress_pairs(pairs.data(), num_pairs, num_base_bits, data, data_words); return pairs; } template void cpc_compressor::compress_sliding_window(const uint8_t* window, uint8_t lg_k, uint32_t num_coupons, compressed_state& target) const { const size_t k = 1 << lg_k; const size_t window_buf_len = safe_length_for_compressed_window_buf(k); target.window_data.resize(window_buf_len); const uint8_t pseudo_phase = determine_pseudo_phase(lg_k, num_coupons); size_t data_words = low_level_compress_bytes(window, k, encoding_tables_for_high_entropy_byte[pseudo_phase], target.window_data.data()); // At this point we could free the unused portion of the compression output buffer, // but it is not necessary if it is temporary // Note: realloc caused strange timing spikes for lgK = 11 and 12. target.window_data_words = data_words; } template void cpc_compressor::uncompress_sliding_window(const uint32_t* data, size_t data_words, vector_u8& window, uint8_t lg_k, uint32_t num_coupons) const { const size_t k = 1 << lg_k; window.resize(k); // zeroing not needed here (unlike the Hybrid Flavor) const uint8_t pseudo_phase = determine_pseudo_phase(lg_k, num_coupons); low_level_uncompress_bytes(window.data(), k, decoding_tables_for_high_entropy_byte[pseudo_phase], data, data_words); } template size_t cpc_compressor::safe_length_for_compressed_pair_buf(uint64_t k, size_t num_pairs, size_t num_base_bits) { // Long ybits = k + numPairs; // simpler and safer UB // The following tighter UB on ybits is based on page 198 // of the textbook "Managing Gigabytes" by Witten, Moffat, and Bell. // Notice that if numBaseBits == 0 it coincides with (k + numPairs). const size_t ybits = num_pairs * (1 + num_base_bits) + (k >> num_base_bits); const size_t xbits = 12 * num_pairs; const size_t padding = num_base_bits > 10 ? 0 : 10 - num_base_bits; return divide_longs_rounding_up(xbits + ybits + padding, 32); } // Explanation of padding: we write // 1) xdelta (huffman, provides at least 1 bit, requires 12-bit lookahead) // 2) ydeltaGolombHi (unary, provides at least 1 bit, requires 8-bit lookahead) // 3) ydeltaGolombLo (straight B bits). // So the 12-bit lookahead is the tight constraint, but there are at least (2 + B) bits emitted, // so we would be safe with max (0, 10 - B) bits of padding at the end of the bitstream. template size_t cpc_compressor::safe_length_for_compressed_window_buf(uint64_t k) { // measured in 32-bit words const size_t bits = 12 * k + 11; // 11 bits of padding, due to 12-bit lookahead, with 1 bit certainly present. return divide_longs_rounding_up(bits, 32); } template uint8_t cpc_compressor::determine_pseudo_phase(uint8_t lg_k, uint64_t c) { const size_t k = 1 << lg_k; // This mid-range logic produces pseudo-phases. They are used to select encoding tables. // The thresholds were chosen by hand after looking at plots of measured compression. if (1000 * c < 2375 * k) { if ( 4 * c < 3 * k) return 16 + 0; // mid-range table else if ( 10 * c < 11 * k) return 16 + 1; // mid-range table else if ( 100 * c < 132 * k) return 16 + 2; // mid-range table else if ( 3 * c < 5 * k) return 16 + 3; // mid-range table else if (1000 * c < 1965 * k) return 16 + 4; // mid-range table else if (1000 * c < 2275 * k) return 16 + 5; // mid-range table else return 6; // steady-state table employed before its actual phase } else { // This steady-state logic produces true phases. They are used to select // encoding tables, and also column permutations for the "Sliding" flavor. if (lg_k < 4) throw std::logic_error("lgK < 4"); const size_t tmp = c >> (lg_k - 4); const uint8_t phase = tmp & 15; if (phase < 0 || phase >= 16) throw std::out_of_range("wrong phase"); return phase; } } static inline void maybe_flush_bitbuf(uint64_t& bitbuf, uint8_t& bufbits, uint32_t* wordarr, size_t& wordindex) { if (bufbits >= 32) { wordarr[wordindex++] = bitbuf & 0xffffffff; bitbuf = bitbuf >> 32; bufbits -= 32; } } static inline void maybe_fill_bitbuf(uint64_t& bitbuf, uint8_t& bufbits, const uint32_t* wordarr, size_t& wordindex, uint8_t minbits) { if (bufbits < minbits) { bitbuf |= static_cast(wordarr[wordindex++]) << bufbits; bufbits += 32; } } // This returns the number of compressed words that were actually used. // It is the caller's responsibility to ensure that the compressed_words array is long enough. template size_t cpc_compressor::low_level_compress_bytes( const uint8_t* byte_array, // input size_t num_bytes_to_encode, const uint16_t* encoding_table, uint32_t* compressed_words // output ) const { uint64_t bitbuf = 0; // bits are packed into this first, then are flushed to compressed_words uint8_t bufbits = 0; // number of bits currently in bitbuf; must be between 0 and 31 size_t next_word_index = 0; for (size_t byte_index = 0; byte_index < num_bytes_to_encode; byte_index++) { const uint64_t code_info = encoding_table[byte_array[byte_index]]; const uint64_t code_val = code_info & 0xfff; const int code_len = code_info >> 12; bitbuf |= (code_val << bufbits); bufbits += code_len; maybe_flush_bitbuf(bitbuf, bufbits, compressed_words, next_word_index); } // Pad the bitstream with 11 zero-bits so that the decompressor's 12-bit peek can't overrun its input. bufbits += 11; maybe_flush_bitbuf(bitbuf, bufbits, compressed_words, next_word_index); if (bufbits > 0) { // We are done encoding now, so we flush the bit buffer. if (bufbits >= 32) throw std::logic_error("bufbits >= 32"); compressed_words[next_word_index++] = bitbuf & 0xffffffff; bitbuf = 0; bufbits = 0; // not really necessary } return next_word_index; } template void cpc_compressor::low_level_uncompress_bytes( uint8_t* byte_array, // output size_t num_bytes_to_decode, const uint16_t* decoding_table, const uint32_t* compressed_words, // input size_t num_compressed_words ) const { size_t word_index = 0; uint64_t bitbuf = 0; uint8_t bufbits = 0; if (byte_array == nullptr) throw std::logic_error("byte_array == NULL"); if (decoding_table == nullptr) throw std::logic_error("decoding_table == NULL"); if (compressed_words == nullptr) throw std::logic_error("compressed_words == NULL"); for (size_t byte_index = 0; byte_index < num_bytes_to_decode; byte_index++) { maybe_fill_bitbuf(bitbuf, bufbits, compressed_words, word_index, 12); // ensure 12 bits in bit buffer const size_t peek12 = bitbuf & 0xfff; // These 12 bits will include an entire Huffman codeword. const uint16_t lookup = decoding_table[peek12]; const uint8_t code_word_length = lookup >> 8; const uint8_t decoded_byte = lookup & 0xff; byte_array[byte_index] = decoded_byte; bitbuf >>= code_word_length; bufbits -= code_word_length; } // Buffer over-run should be impossible unless there is a bug. // However, we might as well check here. if (word_index > num_compressed_words) throw std::logic_error("word_index > num_compressed_words"); } static inline uint64_t read_unary( const uint32_t* compressed_words, size_t& next_word_index, uint64_t& bitbuf, uint8_t& bufbits ); static inline void write_unary( uint32_t* compressed_words, size_t& next_word_index_ptr, uint64_t& bit_buf_ptr, uint8_t& buf_bits_ptr, uint64_t value ); // Here "pairs" refers to row/column pairs that specify // the positions of surprising values in the bit matrix. // returns the number of compressed_words actually used template size_t cpc_compressor::low_level_compress_pairs( const uint32_t* pair_array, // input size_t num_pairs_to_encode, size_t num_base_bits, uint32_t* compressed_words // output ) const { uint64_t bitbuf = 0; uint8_t bufbits = 0; size_t next_word_index = 0; const uint64_t golomb_lo_mask = (1 << num_base_bits) - 1; uint64_t predicted_row_index = 0; uint16_t predicted_col_index = 0; for (size_t pair_index = 0; pair_index < num_pairs_to_encode; pair_index++) { const uint32_t row_col = pair_array[pair_index]; const uint64_t row_index = row_col >> 6; const uint16_t col_index = row_col & 63; if (row_index != predicted_row_index) predicted_col_index = 0; if (row_index < predicted_row_index) throw std::logic_error("row_index < predicted_row_index"); if (col_index < predicted_col_index) throw std::logic_error("col_index < predicted_col_index"); const uint64_t y_delta = row_index - predicted_row_index; const uint16_t x_delta = col_index - predicted_col_index; predicted_row_index = row_index; predicted_col_index = col_index + 1; const uint64_t code_info = length_limited_unary_encoding_table65[x_delta]; const uint64_t code_val = code_info & 0xfff; const uint8_t code_len = code_info >> 12; bitbuf |= code_val << bufbits; bufbits += code_len; maybe_flush_bitbuf(bitbuf, bufbits, compressed_words, next_word_index); const uint64_t golomb_lo = y_delta & golomb_lo_mask; const uint64_t golomb_hi = y_delta >> num_base_bits; write_unary(compressed_words, next_word_index, bitbuf, bufbits, golomb_hi); bitbuf |= golomb_lo << bufbits; bufbits += num_base_bits; maybe_flush_bitbuf(bitbuf, bufbits, compressed_words, next_word_index); } // Pad the bitstream so that the decompressor's 12-bit peek can't overrun its input. const uint8_t padding = (num_base_bits > 10) ? 0 : 10 - num_base_bits; bufbits += padding; maybe_flush_bitbuf(bitbuf, bufbits, compressed_words, next_word_index); if (bufbits > 0) { // We are done encoding now, so we flush the bit buffer if (bufbits >= 32) throw std::logic_error("bufbits >= 32"); compressed_words[next_word_index++] = bitbuf & 0xffffffff; bitbuf = 0; bufbits = 0; // not really necessary } return next_word_index; } template void cpc_compressor::low_level_uncompress_pairs( uint32_t* pair_array, // output size_t num_pairs_to_decode, size_t num_base_bits, const uint32_t* compressed_words, // input size_t num_compressed_words ) const { size_t word_index = 0; uint64_t bitbuf = 0; uint8_t bufbits = 0; const uint64_t golomb_lo_mask = (1 << num_base_bits) - 1; uint64_t predicted_row_index = 0; uint16_t predicted_col_index = 0; // for each pair we need to read: // x_delta (12-bit length-limited unary) // y_delta_hi (unary) // y_delta_lo (basebits) for (size_t pair_index = 0; pair_index < num_pairs_to_decode; pair_index++) { maybe_fill_bitbuf(bitbuf, bufbits, compressed_words, word_index, 12); // ensure 12 bits in bit buffer const size_t peek12 = bitbuf & 0xfff; const uint16_t lookup = length_limited_unary_decoding_table65[peek12]; const int code_word_length = lookup >> 8; const int16_t x_delta = lookup & 0xff; bitbuf >>= code_word_length; bufbits -= code_word_length; const uint64_t golomb_hi = read_unary(compressed_words, word_index, bitbuf, bufbits); maybe_fill_bitbuf(bitbuf, bufbits, compressed_words, word_index, num_base_bits); // ensure num_base_bits in bit buffer const uint64_t golomb_lo = bitbuf & golomb_lo_mask; bitbuf >>= num_base_bits; bufbits -= num_base_bits; const int64_t y_delta = (golomb_hi << num_base_bits) | golomb_lo; // Now that we have x_delta and y_delta, we can compute the pair's row and column if (y_delta > 0) predicted_col_index = 0; const uint64_t row_index = predicted_row_index + y_delta; const uint16_t col_index = predicted_col_index + x_delta; const uint32_t row_col = (row_index << 6) | col_index; pair_array[pair_index] = row_col; predicted_row_index = row_index; predicted_col_index = col_index + 1; } if (word_index > num_compressed_words) throw std::logic_error("word_index > num_compressed_words"); // check for buffer over-run } uint64_t read_unary( const uint32_t* compressed_words, size_t& next_word_index, uint64_t& bitbuf, uint8_t& bufbits ) { if (compressed_words == nullptr) throw std::logic_error("compressed_words == NULL"); size_t subtotal = 0; while (true) { maybe_fill_bitbuf(bitbuf, bufbits, compressed_words, next_word_index, 8); // ensure 8 bits in bit buffer const uint8_t peek8 = bitbuf & 0xff; // These 8 bits include either all or part of the Unary codeword const uint8_t trailing_zeros = byte_trailing_zeros_table[peek8]; if (trailing_zeros > 8) throw std::out_of_range("trailing_zeros out of range"); if (trailing_zeros < 8) { bufbits -= 1 + trailing_zeros; bitbuf >>= 1 + trailing_zeros; return subtotal + trailing_zeros; } // The codeword was partial, so read some more subtotal += 8; bufbits -= 8; bitbuf >>= 8; } } void write_unary( uint32_t* compressed_words, size_t& next_word_index, uint64_t& bitbuf, uint8_t& bufbits, uint64_t value ) { if (compressed_words == nullptr) throw std::logic_error("compressed_words == NULL"); if (bufbits > 31) throw std::out_of_range("bufbits out of range"); uint64_t remaining = value; while (remaining >= 16) { remaining -= 16; // Here we output 16 zeros, but we don't need to physically write them into bitbuf // because it already contains zeros in that region. bufbits += 16; // Record the fact that 16 bits of output have occurred. maybe_flush_bitbuf(bitbuf, bufbits, compressed_words, next_word_index); } if (remaining > 15) throw std::out_of_range("remaining out of range"); const uint64_t the_unary_code = 1 << remaining; bitbuf |= the_unary_code << bufbits; bufbits += 1 + remaining; maybe_flush_bitbuf(bitbuf, bufbits, compressed_words, next_word_index); } // The empty space that this leaves at the beginning of the output array // will be filled in later by the caller. template vector_u32 cpc_compressor::tricky_get_pairs_from_window(const uint8_t* window, uint32_t k, uint32_t num_pairs_to_get, uint32_t empty_space, const A& allocator) { const size_t output_length = empty_space + num_pairs_to_get; vector_u32 pairs(output_length, 0, allocator); size_t pair_index = empty_space; for (unsigned row_index = 0; row_index < k; row_index++) { uint8_t byte = window[row_index]; while (byte != 0) { const uint8_t col_index = byte_trailing_zeros_table[byte]; byte = byte ^ (1 << col_index); // erase the 1 pairs[pair_index++] = (row_index << 6) | col_index; } } if (pair_index != output_length) throw std::logic_error("pair_index != output_length"); return pairs; } // returns an integer that is between // zero and ceiling(log_2(k)) - 1, inclusive template uint64_t cpc_compressor::golomb_choose_number_of_base_bits(uint64_t k, uint64_t count) { if (k < 1) throw std::invalid_argument("golomb_choose_number_of_base_bits: k < 1"); if (count < 1) throw std::invalid_argument("golomb_choose_number_of_base_bits: count < 1"); const uint64_t quotient = (k - count) / count; // integer division if (quotient == 0) return 0; else return long_floor_log2_of_long(quotient); } } /* namespace datasketches */ #endif