github.com/peggyl/go@v0.0.0-20151008231540-ae315999c2d5/src/compress/bzip2/huffman.go (about) 1 // Copyright 2011 The Go Authors. All rights reserved. 2 // Use of this source code is governed by a BSD-style 3 // license that can be found in the LICENSE file. 4 5 package bzip2 6 7 import "sort" 8 9 // A huffmanTree is a binary tree which is navigated, bit-by-bit to reach a 10 // symbol. 11 type huffmanTree struct { 12 // nodes contains all the non-leaf nodes in the tree. nodes[0] is the 13 // root of the tree and nextNode contains the index of the next element 14 // of nodes to use when the tree is being constructed. 15 nodes []huffmanNode 16 nextNode int 17 } 18 19 // A huffmanNode is a node in the tree. left and right contain indexes into the 20 // nodes slice of the tree. If left or right is invalidNodeValue then the child 21 // is a left node and its value is in leftValue/rightValue. 22 // 23 // The symbols are uint16s because bzip2 encodes not only MTF indexes in the 24 // tree, but also two magic values for run-length encoding and an EOF symbol. 25 // Thus there are more than 256 possible symbols. 26 type huffmanNode struct { 27 left, right uint16 28 leftValue, rightValue uint16 29 } 30 31 // invalidNodeValue is an invalid index which marks a leaf node in the tree. 32 const invalidNodeValue = 0xffff 33 34 // Decode reads bits from the given bitReader and navigates the tree until a 35 // symbol is found. 36 func (t *huffmanTree) Decode(br *bitReader) (v uint16) { 37 nodeIndex := uint16(0) // node 0 is the root of the tree. 38 39 for { 40 node := &t.nodes[nodeIndex] 41 42 var bit uint16 43 if br.bits > 0 { 44 // Get next bit - fast path. 45 br.bits-- 46 bit = 0 - (uint16(br.n>>br.bits) & 1) 47 } else { 48 // Get next bit - slow path. 49 // Use ReadBits to retrieve a single bit 50 // from the underling io.ByteReader. 51 bit = 0 - uint16(br.ReadBits(1)) 52 } 53 // now 54 // bit = 0xffff if the next bit was 1 55 // bit = 0x0000 if the next bit was 0 56 57 // 1 means left, 0 means right. 58 // 59 // if bit == 0xffff { 60 // nodeIndex = node.left 61 // } else { 62 // nodeIndex = node.right 63 // } 64 nodeIndex = (bit & node.left) | (^bit & node.right) 65 66 if nodeIndex == invalidNodeValue { 67 // We found a leaf. Use the value of bit to decide 68 // whether is a left or a right value. 69 return (bit & node.leftValue) | (^bit & node.rightValue) 70 } 71 } 72 } 73 74 // newHuffmanTree builds a Huffman tree from a slice containing the code 75 // lengths of each symbol. The maximum code length is 32 bits. 76 func newHuffmanTree(lengths []uint8) (huffmanTree, error) { 77 // There are many possible trees that assign the same code length to 78 // each symbol (consider reflecting a tree down the middle, for 79 // example). Since the code length assignments determine the 80 // efficiency of the tree, each of these trees is equally good. In 81 // order to minimize the amount of information needed to build a tree 82 // bzip2 uses a canonical tree so that it can be reconstructed given 83 // only the code length assignments. 84 85 if len(lengths) < 2 { 86 panic("newHuffmanTree: too few symbols") 87 } 88 89 var t huffmanTree 90 91 // First we sort the code length assignments by ascending code length, 92 // using the symbol value to break ties. 93 pairs := huffmanSymbolLengthPairs(make([]huffmanSymbolLengthPair, len(lengths))) 94 for i, length := range lengths { 95 pairs[i].value = uint16(i) 96 pairs[i].length = length 97 } 98 99 sort.Sort(pairs) 100 101 // Now we assign codes to the symbols, starting with the longest code. 102 // We keep the codes packed into a uint32, at the most-significant end. 103 // So branches are taken from the MSB downwards. This makes it easy to 104 // sort them later. 105 code := uint32(0) 106 length := uint8(32) 107 108 codes := huffmanCodes(make([]huffmanCode, len(lengths))) 109 for i := len(pairs) - 1; i >= 0; i-- { 110 if length > pairs[i].length { 111 // If the code length decreases we shift in order to 112 // zero any bits beyond the end of the code. 113 length >>= 32 - pairs[i].length 114 length <<= 32 - pairs[i].length 115 length = pairs[i].length 116 } 117 codes[i].code = code 118 codes[i].codeLen = length 119 codes[i].value = pairs[i].value 120 // We need to 'increment' the code, which means treating |code| 121 // like a |length| bit number. 122 code += 1 << (32 - length) 123 } 124 125 // Now we can sort by the code so that the left half of each branch are 126 // grouped together, recursively. 127 sort.Sort(codes) 128 129 t.nodes = make([]huffmanNode, len(codes)) 130 _, err := buildHuffmanNode(&t, codes, 0) 131 return t, err 132 } 133 134 // huffmanSymbolLengthPair contains a symbol and its code length. 135 type huffmanSymbolLengthPair struct { 136 value uint16 137 length uint8 138 } 139 140 // huffmanSymbolLengthPair is used to provide an interface for sorting. 141 type huffmanSymbolLengthPairs []huffmanSymbolLengthPair 142 143 func (h huffmanSymbolLengthPairs) Len() int { 144 return len(h) 145 } 146 147 func (h huffmanSymbolLengthPairs) Less(i, j int) bool { 148 if h[i].length < h[j].length { 149 return true 150 } 151 if h[i].length > h[j].length { 152 return false 153 } 154 if h[i].value < h[j].value { 155 return true 156 } 157 return false 158 } 159 160 func (h huffmanSymbolLengthPairs) Swap(i, j int) { 161 h[i], h[j] = h[j], h[i] 162 } 163 164 // huffmanCode contains a symbol, its code and code length. 165 type huffmanCode struct { 166 code uint32 167 codeLen uint8 168 value uint16 169 } 170 171 // huffmanCodes is used to provide an interface for sorting. 172 type huffmanCodes []huffmanCode 173 174 func (n huffmanCodes) Len() int { 175 return len(n) 176 } 177 178 func (n huffmanCodes) Less(i, j int) bool { 179 return n[i].code < n[j].code 180 } 181 182 func (n huffmanCodes) Swap(i, j int) { 183 n[i], n[j] = n[j], n[i] 184 } 185 186 // buildHuffmanNode takes a slice of sorted huffmanCodes and builds a node in 187 // the Huffman tree at the given level. It returns the index of the newly 188 // constructed node. 189 func buildHuffmanNode(t *huffmanTree, codes []huffmanCode, level uint32) (nodeIndex uint16, err error) { 190 test := uint32(1) << (31 - level) 191 192 // We have to search the list of codes to find the divide between the left and right sides. 193 firstRightIndex := len(codes) 194 for i, code := range codes { 195 if code.code&test != 0 { 196 firstRightIndex = i 197 break 198 } 199 } 200 201 left := codes[:firstRightIndex] 202 right := codes[firstRightIndex:] 203 204 if len(left) == 0 || len(right) == 0 { 205 // There is a superfluous level in the Huffman tree indicating 206 // a bug in the encoder. However, this bug has been observed in 207 // the wild so we handle it. 208 209 // If this function was called recursively then we know that 210 // len(codes) >= 2 because, otherwise, we would have hit the 211 // "leaf node" case, below, and not recursed. 212 // 213 // However, for the initial call it's possible that len(codes) 214 // is zero or one. Both cases are invalid because a zero length 215 // tree cannot encode anything and a length-1 tree can only 216 // encode EOF and so is superfluous. We reject both. 217 if len(codes) < 2 { 218 return 0, StructuralError("empty Huffman tree") 219 } 220 221 // In this case the recursion doesn't always reduce the length 222 // of codes so we need to ensure termination via another 223 // mechanism. 224 if level == 31 { 225 // Since len(codes) >= 2 the only way that the values 226 // can match at all 32 bits is if they are equal, which 227 // is invalid. This ensures that we never enter 228 // infinite recursion. 229 return 0, StructuralError("equal symbols in Huffman tree") 230 } 231 232 if len(left) == 0 { 233 return buildHuffmanNode(t, right, level+1) 234 } 235 return buildHuffmanNode(t, left, level+1) 236 } 237 238 nodeIndex = uint16(t.nextNode) 239 node := &t.nodes[t.nextNode] 240 t.nextNode++ 241 242 if len(left) == 1 { 243 // leaf node 244 node.left = invalidNodeValue 245 node.leftValue = left[0].value 246 } else { 247 node.left, err = buildHuffmanNode(t, left, level+1) 248 } 249 250 if err != nil { 251 return 252 } 253 254 if len(right) == 1 { 255 // leaf node 256 node.right = invalidNodeValue 257 node.rightValue = right[0].value 258 } else { 259 node.right, err = buildHuffmanNode(t, right, level+1) 260 } 261 262 return 263 }