哈夫曼编码与压缩效率分析

一、实验原理 

1、本实验中Huffman编码算法 

(1)将文件以ASCII字符流的形式读入，统计每个符号的发生频率; 

(2)将所有文件中出现过的字符按照频率从小到大的顺序排列; 

(3)每一次选出最小的两个值，作为二叉树的两个叶子节点，将和作为它们的根节点，这两个叶子节点不再参与比较，新的根节点参与比较; 

(4)重复3，直到最后得到和为1的根节点; 

(5)将形成的二叉树的左节点标0，右节点标1，把从最上面的根节点到最下面的叶子节点途中遇到的0、1序列串起来，得到了各个字符的编码表示。 

2、Huffman编码的数据结构设计，在程序实现中使用一种叫做二叉树的数据结构实现Huffman编码。 

(1)哈夫曼节点结构

typedef struct huffman_node_tag

{

   unsigned char isLeaf;//是否为树叶 

   unsigned long count;//节点代表的符号加权和

   struct huffman_node_tag *parent;//父节点指针

   union 

   {

       struct 

       {

        struct huffman_node_tag *zero, *one; //子节点指针,分别代表0,1子节点指针 

        };

       unsigned char symbol;//节点代表的符号

   };

} huffman_node;

(2)哈夫曼码结构

typedef struct huffman_code_tag 

{

unsigned long numbits;//该码所用的比特数 

unsigned char *bits; //指向该码比特串的指针

} huffman_code;

 二、主函数代码

/*

 *  huffman - Encode/Decode files using Huffman encoding.

 *  http://huffman.sourceforge.net

 *  Copyright (C) 2003  Douglas Ryan Richardson; Gauss Interprise, Inc

 *

 *  This library is free software; you can redistribute it and/or

 *  modify it under the terms of the GNU Lesser General Public

 *  License as published by the Free Software Foundation; either

 *  version 2.1 of the License, or (at your option) any later version.

 *

 *  This library is distributed in the hope that it will be useful,

 *  but WITHOUT ANY WARRANTY; without even the implied warranty of

 *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU

 *  Lesser General Public License for more details.

 *

 *  You should have received a copy of the GNU Lesser General Public

 *  License along with this library; if not, write to the Free Software

 *  Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA

 */

#include <stdio.h>

#include <stdlib.h>

#include <string.h>

#include <assert.h>

#include "huffman.h"

#define DEBUG true

#ifdef WIN32

#include <winsock2.h>

#include <malloc.h>

#define alloca _alloca

#else

#include <netinet/in.h>

#endif

typedef struct huffman_node_tag

{
unsigned char isLeaf;/*whether this node is leaf*/
unsigned long count;/*how many times the symbol
occured in the information source*/
struct huffman_node_tag *parent;/*parent node indicator*/

union
{/*to save storage.If the node is a leaf,the union stands for the Sequencesymbol;
else the union stands for the indicator of the left and right childnode.
*/
struct
{
struct huffman_node_tag *zero, *one;
};
unsigned char symbol;
};

} huffman_node;

typedef struct huffman_code_tag

{
/* The length of this code in bits. */
unsigned long numbits;

/* The bits that make up this code. The first
  bit is at position 0 in bits[0]. The second
  bit is at position 1 in bits[0]. The eighth
  bit is at position 7 in bits[0]. The ninth
  bit is at position 0 in bits[1]. */
unsigned char *bits;

} huffman_code;

//step2:add by yzhang for huffman statistics

typedef struct huffman_statistics_result

{
float freq[256];
unsigned long numbits[256];
unsigned char bits[256][100];

}huffman_stat;

/*huffman_stat *init_huffstatistics()

{ huffman_stat *p;

    int i;
p = (huffman_stat*)malloc(sizeof(huffman_stat));
p->freq = (float *)malloc(sizeof(float)*256 );
p->numbits = (unsigned long *) malloc(sizeof(unsigned long)*256);

    for (i=0 ; i<256;i++)
p->bits[i] = (unsigned char *)malloc(sizeof(unsigned char)*100); 
return p;

}*/

//end by yzhang

/* A ceiling funtion for numbits/8,

 
4000
 used to calculate the byte number of huffman_code.

*/

static unsigned long

numbytes_from_numbits(unsigned long numbits)

{
return numbits / 8 + (numbits % 8 ? 1 : 0);

}

/*

 * get_bit returns the ith bit in the bits array

 * in the 0th position of the return value.

 */

static unsigned char

get_bit(unsigned char* bits, unsigned long i)

{
return (bits[i / 8] >> i % 8) & 1;

}

/*In order to reverse the bit order of the whole code.*/

static void

reverse_bits(unsigned char* bits, unsigned long numbits)

{
unsigned long numbytes = numbytes_from_numbits(numbits);
unsigned char *tmp =
   (unsigned char*)alloca(numbytes);
/*The funciton "alloca" applies for space on the stack
and is released automatically.*/
unsigned long curbit;
long curbyte = 0;

memset(tmp, 0, numbytes);

for(curbit = 0; curbit < numbits; ++curbit)
{
unsigned int bitpos = curbit % 8;
/*bitpos:the position,where curbit 
is located in the current byte.*/

if(curbit > 0 && curbit % 8 == 0)
++curbyte;
/*Get inverted bit and put in the 0th bit,
then shift left to the positive bit position. */
tmp[curbyte] |= (get_bit(bits, numbits - curbit - 1) << bitpos);
}

memcpy(bits, tmp, numbytes);
/*Copy "numbytes" bytes from the begining of tmp to "bits"*/

}

/*

 * new_code builds a huffman_code from a leaf in

 * a Huffman tree.

 */

static huffman_code*

new_code(const huffman_node* leaf)

{
/* Build the huffman code by walking up to
* the root node and then reversing the bits,
* since the Huffman code is calculated by
* walking down the tree. */
unsigned long numbits = 0;/*code length*/
unsigned char* bits = NULL;/*the first address of the code*/
huffman_code *p;
/*
*leaf!=NULL: 
   The current huffman_node exists,which needs to be encoded.
*leaf->parent!=NULL:
   The current huffman_node has parent,indicating that
the encoding process of the current node
(backtracking from leaf to root)
has not yet completed.
*/
while(leaf && leaf->parent)
{
huffman_node *parent = leaf->parent;
unsigned char cur_bit = (unsigned char)(numbits % 8);
/*cur_bit:position of the encoding bit in the current byte,
ranging from 0 to 7.*/
unsigned long cur_byte = numbits / 8;
/*cur_byte:
Currently,how many complete bytes has been encoded.*/

/* cur_bit==0:The encoding bit is the first bit of a byte,
and the last byte has completely encoded, 
so it needs to build a new coding byte.
  If we need another byte to hold the code,
  then allocate it. ==> newSize=cur_byte+1
  */
if(cur_bit == 0)
{
size_t newSize = cur_byte + 1;
bits = (char*)realloc(bits, newSize);
bits[newSize - 1] = 0; /* Initialize the new byte. */
/*
Function"realloc" is different from function "malloc".
"Realloc" can reallocate new space in the case of
keeping the original data unchanged.
The original data lies in the front of new space.
(The space's address may be changed.)
*/
}

/* If a "one" must be added then or it in. If a zero
* must be added then do nothing, since the byte
* was initialized to zero. */
if(leaf == parent->one)
bits[cur_byte] |= 1 << cur_bit;
/*Shift 1 left to the encoding bit.*/
++numbits;
leaf = parent;/*backtracking*/
}

if(bits)
reverse_bits(bits, numbits);
/*From the above it can be seen that the encoding process
is from leaf backtracking to root.(Leaf lies in the low bit,and root in the high.)
So the bit order of code is inverted.
Function "reverse_bits" is used to reverse the bit order of the whole code.*/

p = (huffman_code*)malloc(sizeof(huffman_code));
p->numbits = numbits;
p->bits = bits;
/*The bytes number is integer.
Coresponding with numbits,the real codeword can be obtained*/
return p;

}

#define MAX_SYMBOLS 256

typedef huffman_node* SymbolFrequencies[MAX_SYMBOLS];

/*indicator array:save huffman tree*/

typedef huffman_code* SymbolEncoder[MAX_SYMBOLS];

/*indicator array:256 incators of huffman_code,whose position is 

coresponding to the order of ASCII, used to save code table.*/

/*New a leaf node and initialize it.*/

static huffman_node*

new_leaf_node(unsigned char symbol)

{
huffman_node *p = (huffman_node*)malloc(sizeof(huffman_node));
p->isLeaf = 1;
p->symbol = symbol;
p->count = 0;
p->parent = 0;
return p;

}

static huffman_node*

new_nonleaf_node(unsigned long count, huffman_node *zero, huffman_node *one)

{
huffman_node *p = (huffman_node*)malloc(sizeof(huffman_node));
p->isLeaf = 0;
p->count = count;
p->zero = zero;
p->one = one;
p->parent = 0;

return p;

}

static void

free_huffman_tree(huffman_node *subtree)

{
if(subtree == NULL)
return;

if(!subtree->isLeaf)
{
free_huffman_tree(subtree->zero);
free_huffman_tree(subtree->one);
}

free(subtree);

}

static void

free_code(huffman_code* p)

{
free(p->bits);
free(p);

}

static void

free_encoder(SymbolEncoder *pSE)

{
unsigned long i;
for(i = 0; i < MAX_SYMBOLS; ++i)
{
huffman_code *p = (*pSE)[i];
if(p)
free_code(p);
}

free(pSE);

}

static void

init_frequencies(SymbolFrequencies *pSF)

{
memset(*pSF, 0, sizeof(SymbolFrequencies));

#if DEBUG
unsigned int i;
for(i = 0; i < MAX_SYMBOLS; ++i)
{
unsigned char uc = (unsigned char)i;
(*pSF)[i] = new_leaf_node(uc);
}

#endif

}

typedef struct buf_cache_tag

{
unsigned char *cache;
unsigned int cache_len;
unsigned int cache_cur;
unsigned char **pbufout;
unsigned int *pbufoutlen;

} buf_cache;

static int init_cache(buf_cache* pc,
 unsigned int cache_size,
 unsigned char **pbufout,
 unsigned int *pbufoutlen)

{
assert(pc && pbufout && pbufoutlen);
if(!pbufout || !pbufoutlen)
return 1;

pc->cache = (unsigned char*)malloc(cache_size);
pc->cache_len = cache_size;
pc->cache_cur = 0;
pc->pbufout = pbufout;
*pbufout = NULL;
pc->pbufoutlen = pbufoutlen;
*pbufoutlen = 0;

return pc->cache ? 0 : 1;

}

static void free_cache(buf_cache* pc)

{
assert(pc);
if(pc->cache)
{
free(pc->cache);
pc->cache = NULL;
}

}

static int flush_cache(buf_cache* pc)

{
assert(pc);

if(pc->cache_cur > 0)
{
unsigned int newlen = pc->cache_cur + *pc->pbufoutlen;
unsigned char* tmp = realloc(*pc->pbufout, newlen);
if(!tmp)
return 1;

memcpy(tmp + *pc->pbufoutlen, pc->cache, pc->cache_cur);

*pc->pbufout = tmp;
*pc->pbufoutlen = newlen;
pc->cache_cur = 0;
}

return 0;

}

static int write_cache(buf_cache* pc,
  const void *to_write,
  unsigned int to_write_len)

{
unsigned char* tmp;

assert(pc && to_write);
assert(pc->cache_len >= pc->cache_cur);

/* If trying to write more than the cache will hold
* flush the cache and allocate enough space immediately,
* that is, don't use the cache. */
if(to_write_len > pc->cache_len - pc->cache_cur)
{
unsigned int newlen;
flush_cache(pc);
newlen = *pc->pbufoutlen + to_write_len;
tmp = realloc(*pc->pbufout, newlen);
if(!tmp)
return 1;
memcpy(tmp + *pc->pbufoutlen, to_write, to_write_len);
*pc->pbufout = tmp;
*pc->pbufoutlen = newlen;
}
else
{
/* Write the data to the cache. */
memcpy(pc->cache + pc->cache_cur, to_write, to_write_len);
pc->cache_cur += to_write_len;
}

return 0;

}

static unsigned int

get_symbol_frequencies(SymbolFrequencies *pSF,
14eb4
FILE *in)

{
int c;
/*The total number of source symbols is initialized to 0.*/
unsigned int total_count = 0;

/* Set all frequencies to 0. */
init_frequencies(pSF);

/* Count the frequency of each symbol in the input file.
Scan the whole file for the first time.*/
while((c = fgetc(in)) != EOF)
{
unsigned char uc = c;
/* If c(that is, uc) is new symbol,
a new leaf node for that character is generated*/
if(!(*pSF)[uc])
(*pSF)[uc] = new_leaf_node(uc);
/*the frequency(Unit:times) of the current symbol +1 */
++(*pSF)[uc]->count;
/*the total number of source Ssymbol +1 */
++total_count;
}

return total_count;

}

static unsigned int

get_symbol_frequencies_from_memory(SymbolFrequencies *pSF,
  const unsigned char *bufin,
  unsigned int bufinlen)

{
unsigned int i;
unsigned int total_count = 0;

/* Set all frequencies to 0. */
init_frequencies(pSF);

/* Count the frequency of each symbol in the input file. */
for(i = 0; i < bufinlen; ++i)
{
unsigned char uc = bufin[i];
if(!(*pSF)[uc])
(*pSF)[uc] = new_leaf_node(uc);
++(*pSF)[uc]->count;
++total_count;
}

return total_count;

}

/*

 * When used by qsort, SFComp sorts the array so that

 * the symbol with the lowest frequency is first. Any

 * NULL entries will be sorted to the end of the list.

 */

static int

SFComp(const void *p1, const void *p2)

{
const huffman_node *hn1 = *(const huffman_node**)p1;
const huffman_node *hn2 = *(const huffman_node**)p2;

/* Sort all NULLs to the end. */
if(hn1 == NULL && hn2 == NULL)
return 0;
if(hn1 == NULL)
return 1;
if(hn2 == NULL)
return -1;

if(hn1->count > hn2->count)
return 1;
else if(hn1->count < hn2->count)
return -1;

return 0;

}

#if DEBUG

static void

print_freqs(SymbolFrequencies * pSF)

{
size_t i;
for(i = 0; i < MAX_SYMBOLS; ++i)
{
if((*pSF)[i])
printf("%d, %ld\n", (*pSF)[i]->symbol, (*pSF)[i]->count);
else
printf("NULL\n");
}

}

#endif

/*

 * build_symbol_encoder builds a SymbolEncoder by walking

 * from root down to the leaves of the Huffman tree and then,

 * for each leaf, determines its code.

 * Recursive operation

 */

static void

build_symbol_encoder(huffman_node *subtree, SymbolEncoder *pSF)

{
if(subtree == NULL)
return;
/*If subtree is a leaf, a huffman_code is generated.*/
if(subtree->isLeaf)
(*pSF)[subtree->symbol] = new_code(subtree);//
else
{
/*Depth traversal*/
build_symbol_encoder(subtree->zero, pSF);
build_symbol_encoder(subtree->one, pSF);
}

}

/*

 * calculate_huffman_codes turns pSF into an array

 * with a single entry that is the root of the

 * huffman tree. The return value is a SymbolEncoder,

 * which is an array of huffman codes index by symbol value.

 */

static SymbolEncoder*

calculate_huffman_codes(SymbolFrequencies * pSF)

{
unsigned int i = 0;
unsigned int n = 0;
huffman_node *m1 = NULL, *m2 = NULL;
SymbolEncoder *pSE = NULL;

#if DEBUG
printf("BEFORE SORT\n");
print_freqs(pSF);   //to present the use of stack

#endif

/* Sort the symbol frequency array by ascending frequency. */
qsort((*pSF), MAX_SYMBOLS, sizeof((*pSF)[0]), SFComp);   
/*Function SFComp is called by function qsort to 
compare two element of array by the frequency of source symbol 
and return some certain value to indicate qsort how to rank.*/

#if DEBUG
printf("AFTER SORT\n");
print_freqs(pSF);

#endif

/* Get the number of symbols. */
for(n = 0; n < MAX_SYMBOLS && (*pSF)
; ++n)
;

/*
* Construct a Huffman tree. This code is based
* on the algorithm given in Managing Gigabytes
* by Ian Witten et al, 2nd edition, page 34.
* Note that this implementation uses a simple
* count instead of probability.
*/

/*Build huffman tree.
 It needs to merge n-1 times, so cycle n-1 times.*/
for(i = 0; i < n - 1; ++i)
{
/* Set m1 and m2 to the two subsets of least probability. */
m1 = (*pSF)[0];
m2 = (*pSF)[1];

/* Replace m1 and m2 with a set {m1, m2} whose probability
* is the sum of that of m1 and m2. */
(*pSF)[0] = m1->parent = m2->parent =
new_nonleaf_node(m1->count + m2->count, m1, m2);
(*pSF)[1] = NULL;

/* Put newSet into the correct count position in pSF. */
qsort((*pSF), n, sizeof((*pSF)[0]), SFComp);
}

/* Build the SymbolEncoder array from the tree. */
pSE = (SymbolEncoder*)malloc(sizeof(SymbolEncoder));
memset(pSE, 0, sizeof(SymbolEncoder));
build_symbol_encoder((*pSF)[0], pSE);
return pSE;

}

/*

 * Write the huffman code table. The format is:

 * 4 byte code count in network byte order.

 * 4 byte number of bytes encoded

 *   (if you decode the data, you should get this number of bytes)

 * code1

 * ...

 * codeN, where N is the count read at the begginning of the file.

 * Each codeI has the following format:

 * 1 byte symbol, 1 byte code bit length, code bytes.

 * Each entry has numbytes_from_numbits code bytes.

 * The last byte of each code may have extra bits, if the number of

 * bits in the code is not a multiple of 8.

 */

static int

write_code_table(FILE* out, SymbolEncoder *se, unsigned int symbol_count)

{
unsigned long i, count = 0;

/* Determine the number of entries in se. */
for(i = 0; i < MAX_SYMBOLS; ++i)
{
if((*se)[i])
++count;
}
/*
*htonl():This function converts a 32-bit number
*from the host byte order to the network byte order of an unsigned long integer.

*In the network transmission, big-endian order is used,
*for 0x0A0B0C0D, the order of transmission is 0A 0B 0C 0D,
*so we take big-endian as network byte order,
*little-endian as host byte order.

*The advantage of little-endian order is
*that unsigned char / short / int/ long type conversion
*can be accomplished without the storage location change.
*/
/* Write the number of entries in network byte order. */
i = htonl(count);    
if(fwrite(&i, sizeof(i), 1, out) != 1)
return 1;

/* Write the number of bytes that will be encoded. */
symbol_count = htonl(symbol_count);
if(fwrite(&symbol_count, sizeof(symbol_count), 1, out) != 1)
return 1;

/* Write the entries. */
for(i = 0; i < MAX_SYMBOLS; ++i)
{
huffman_code *p = (*se)[i];
if(p)
{
unsigned int numbytes;
/* Write the 1 byte symbol. */
fputc((unsigned char)i, out);
/* Write the 1 byte code bit length. */
fputc(p->numbits, out);
/* Write the code bytes. */
numbytes = numbytes_from_numbits(p->numbits);
if(fwrite(p->bits, 1, numbytes, out) != numbytes)
return 1;
}
}

return 0;

}

/*

 * Allocates memory and sets *pbufout to point to it. The memory

 * contains the code table.

 */

static int

write_code_table_to_memory(buf_cache *pc,
  SymbolEncoder *se,
  unsigned int symbol_count)

{
unsigned long i, count = 0;

/* Determine the number of entries in se. */
for(i = 0; i < MAX_SYMBOLS; ++i)
{
if((*se)[i])
++count;
}

/* Write the number of entries in network byte order. */
i = htonl(count);

if(write_cache(pc, &i, sizeof(i)))
return 1;

/* Write the number of bytes that will be encoded. */
symbol_count = htonl(symbol_count);
if(write_cache(pc, &symbol_count, sizeof(symbol_count)))
return 1;

/* Write the entries. */
for(i = 0; i < MAX_SYMBOLS; ++i)
{
huffman_code *p = (*se)[i];
if(p)
{
unsigned int numbytes;
/* The value of i is < MAX_SYMBOLS (256), so it can
be stored in an unsigned char. */
unsigned char uc = (unsigned char)i;
/* Write the 1 byte symbol. */
if(write_cache(pc, &uc, sizeof(uc)))
return 1;
/* Write the 1 byte code bit length. */
uc = (unsigned char)p->numbits;
if(write_cache(pc, &uc, sizeof(uc)))
return 1;
/* Write the code bytes. */
numbytes = numbytes_from_numbits(p->numbits);
if(write_cache(pc, p->bits, numbytes))
return 1;
}
}

return 0;

}

/*

 * read_code_table builds a Huffman tree from the code

 * in the in file. This function returns NULL on error.

 * The returned value should be freed with free_huffman_tree.

 */

static huffman_node*

read_code_table(FILE* in, unsigned int *pDataBytes)

{
huffman_node *root = new_nonleaf_node(0, NULL, NULL);
unsigned int count;

/* Read the number of entries.
  (it is stored in network byte order). */
if(fread(&count, sizeof(count), 1, in) != 1)
{
free_huffman_tree(root);
return NULL;
}

count = ntohl(count);

/* Read the number of data bytes this encoding represents. */
if(fread(pDataBytes, sizeof(*pDataBytes), 1, in) != 1)
{
free_huffman_tree(root);
return NULL;
}

*pDataBytes = ntohl(*pDataBytes);

/* Read the entries. */
while(count-- > 0)
{
int c;
unsigned int curbit;
unsigned char symbol;
unsigned char numbits;
unsigned char numbytes;
unsigned char *bytes;
huffman_node *p = root;

if((c = fgetc(in)) == EOF)
{
free_huffman_tree(root);
return NULL;
}
symbol = (unsigned char)c;

if((c = fgetc(in)) == EOF)
{
free_huffman_tree(root);
return NULL;
}

numbits = (unsigned char)c;
numbytes = (unsigned char)numbytes_from_numbits(numbits);
bytes = (unsigned char*)malloc(numbytes);
if(fread(bytes, 1, numbytes, in) != numbytes)
{
free(bytes);
free_huffman_tree(root);
return NULL;
}

/*
* Add the entry to the Huffman tree. The value
* of the current bit is used switch between
* zero and one child nodes in the tree. New nodes
* are added as needed in the tree.
*/
for(curbit = 0; curbit < numbits; ++curbit)
{
if(get_bit(bytes, curbit))
{
if(p->one == NULL)
{
p->one = curbit == (unsigned char)(numbits - 1)
? new_leaf_node(symbol)
: new_nonleaf_node(0, NULL, NULL);
p->one->parent = p;
}
p = p->one;
}
else
{
if(p->zero == NULL)
{
p->zero = curbit == (unsigned char)(numbits - 1)
? new_leaf_node(symbol)
: new_nonleaf_node(0, NULL, NULL);
p->zero->parent = p;
}
p = p->zero;
}
}

free(bytes);
}

return root;

}

static int

memread(const unsigned char* buf,
unsigned int buflen,
unsigned int *pindex,
void* bufout,
unsigned int readlen)

{
assert(buf && pindex && bufout);
assert(buflen >= *pindex);
if(buflen < *pindex)
return 1;
if(readlen + *pindex >= buflen)
return 1;
memcpy(bufout, buf + *pindex, readlen);
*pindex += readlen;
return 0;

}

static huffman_node*

read_code_table_from_memory(const unsigned char* bufin,
unsigned int bufinlen,
unsigned int *pindex,
unsigned int *pDataBytes)

{
huffman_node *root = new_nonleaf_node(0, NULL, NULL);
unsigned int count;

/* Read the number of entries.
  (it is stored in network byte order). */
if(memread(bufin, bufinlen, pindex, &count, sizeof(count)))
{
free_huffman_tree(root);
return NULL;
}

count = ntohl(count);

/* Read the number of data bytes this encoding represents. */
if(memread(bufin, bufinlen, pindex, pDataBytes, sizeof(*pDataBytes)))
{
free_huffman_tree(root);
return NULL;
}

*pDataBytes = ntohl(*pDataBytes);

/* Read the entries. */
while(count-- > 0)
{
unsigned int curbit;
unsigned char symbol;
unsigned char numbits;
unsigned char numbytes;
unsigned char *bytes;
huffman_node *p = root;

if(memread(bufin, bufinlen, pindex, &symbol, sizeof(symbol)))
{
free_huffman_tree(root);
return NULL;
}

if(memread(bufin, bufinlen, pindex, &numbits, sizeof(numbits)))
{
free_huffman_tree(root);
return NULL;
}

numbytes = (unsigned char)numbytes_from_numbits(numbits);
bytes = (unsigned char*)malloc(numbytes);
if(memread(bufin, bufinlen, pindex, bytes, numbytes))
{
free(bytes);
free_huffman_tree(root);
return NULL;
}

/*
* Add the entry to the Huffman tree. The value
* of the current bit is used switch between
* zero and one child nodes in the tree. New nodes
* are added as needed in the tree.
*/
for(curbit = 0; curbit < numbits; ++curbit)
{
if(get_bit(bytes, curbit))
{
if(p->one == NULL)
{
p->one = curbit == (unsigned char)(numbits - 1)
? new_leaf_node(symbol)
: new_nonleaf_node(0, NULL, NULL);
p->one->parent = p;
}
p = p->one;
}
else
{
if(p->zero == NULL)
{
p->zero = curbit == (unsigned char)(numbits - 1)
? new_leaf_node(symbol)
: new_nonleaf_node(0, NULL, NULL);
p->zero->parent = p;
}
p = p->zero;
}
}

free(bytes);
}

return root;

}

/*This function is used in the second file scan

 in order to encode the whole input file by looking up the code table.*/

static int

do_file_encode(FILE* in, FILE* out, SymbolEncoder *se)

{
unsigned char curbyte = 0;
unsigned char curbit = 0;
int c;
/*Traverse each symbol(/bytes) of the file.*/
while((c = fgetc(in)) != EOF)
{
unsigned char uc = (unsigned char)c;
huffman_code *code = (*se)[uc];/*Look up the code table.*/
unsigned long i;

for(i = 0; i < code->numbits; ++i)
{
/* Add the current bit to curbyte. */
curbyte |= get_bit(code->bits, i) << curbit;

/* If this byte is filled up then write it
* out and reset the curbit and curbyte. */
if(++curbit == 8)
{
fputc(curbyte, out);
curbyte = 0;
curbit = 0;
}
}
}

/*
* If there is data in curbyte that has not been
* output yet, which means that the last encoded
* character did not fall on a byte boundary,
* then output it.
*/
if(curbit > 0)
fputc(curbyte, out);

return 0;

}

static int

do_memory_encode(buf_cache *pc,
const unsigned char* bufin,
unsigned int bufinlen,
SymbolEncoder *se)

{
unsigned char curbyte = 0;
unsigned char curbit = 0;
unsigned int i;

for(i = 0; i < bufinlen; ++i)
{
unsigned char uc = bufin[i];
huffman_code *code = (*se)[uc];
unsigned long i;

for(i = 0; i < code->numbits; ++i)
{
/* Add the current bit to curbyte. */
curbyte |= get_bit(code->bits, i) << curbit;

/* If this byte is filled up then write it
* out and reset the curbit and curbyte. */
if(++curbit == 8)
{
if(write_cache(pc, &curbyte, sizeof(curbyte)))
return 1;
curbyte = 0;
curbit = 0;
}
}
}

/*
* If there is data in curbyte that has not been
* output yet, which means that the last encoded
* character did not fall on a byte boundary,
* then output it.
*/
return curbit > 0 ? write_cache(pc, &curbyte, sizeof(curbyte)) : 0;

}

//step3:add by yzhang for huffman statistics

/*In order to calculate frequencies by appearence times(count).*/

int huffST_getSymFrequencies(SymbolFrequencies *SF, huffman_stat *st,int total_count)

{
int i,count =0;
for(i = 0; i < MAX_SYMBOLS; ++i)
{
if((*SF)[i])
{
st->freq[i]=(float)(*SF)[i]->count/total_count;
count+=(*SF)[i]->count;
}
else 
{
st->freq[i]= 0;
}
}
if(count==total_count)
return 1;
else
return 0;

}

/*Get codeword and its other information and save them

 to structure huffman_stat in order to output codeword table

 to txt file.*/

int huffST_getcodeword(SymbolEncoder *se, huffman_stat *st)

{
unsigned long i,j;

for(i = 0; i < MAX_SYMBOLS; ++i)
{
huffman_code *p = (*se)[i];
if(p)
{
unsigned int numbytes;

            st->numbits[i] = p->numbits;
numbytes = numbytes_from_numbits(p->numbits);
for (j=0;j<numbytes;j++)
   st->bits[i][j] = p->bits[j];
}
else
st->numbits[i] =0;
}

return 0;

}

/*Output the statistic results and huffman code table to file.*/

void output_huffman_statistics(huffman_stat *st,FILE *out_Table)

{
int i,j;
unsigned char c;
fprintf(out_Table,"symbol\t   freq\t   codelength\t   code\n");
for(i = 0; i < MAX_SYMBOLS; ++i)
{
/*Use the key "Tab" to seperate each element of huffman_stat,
so that the file can be read by other software, such as Excel.
*/
fprintf(out_Table,"%d\t   ",i);
fprintf(out_Table,"%f\t   ",st->freq[i]);
fprintf(out_Table,"%d\t    ",st->numbits[i]);
if(st->numbits[i])
{
for(j = 0; j < st->numbits[i]; ++j)
{
c =get_bit(st->bits[i], j);
fprintf(out_Table,"%d",c);
}
}
fprintf(out_Table,"\n");
}

}

//end by yzhang

/*

 * huffman_encode_file huffman encodes in to out.

 */

int

huffman_encode_file(FILE *in, FILE *out, FILE *out_Table)  //step1:changed by yzhang for huffman statistics from (FILE *in, FILE *out) to (FILE *in, FILE *out, FILE *out_Table)

{
SymbolFrequencies sf;
SymbolEncoder *se;
huffman_node *root = NULL;
int rc;
unsigned int symbol_count;

    //step2:add by yzhang for huffman statistics
huffman_stat hs;
//end by yzhang

/* Get the frequency of each symbol in the input file. */
symbol_count = get_symbol_frequencies(&sf, in);

//step3:add by yzhang for huffman statistics,...  get the frequency of each symbol 

    huffST_getSymFrequencies(&sf,&hs,symbol_count);

    //end by yzhang

/* Build an optimal table from the symbolCount. */
se = calculate_huffman_codes(&sf);
root = sf[0];

    
//step3:add by yzhang for huffman statistics... output the statistics to file
huffST_getcodeword(se, &hs);
output_huffman_statistics(&hs,out_Table);
//end by yzhang

/* Scan the file again and, using the table
  previously built, encode it into the output file. */
//Reset the file incator to the beginning of the file.
rewind(in);
//First,write huffman code table to the output file.
rc = write_code_table(out, se, symbol_count);
/*"rc==0" stands for the fact that writing code table is successful.
 And then encode the whole input file by huffman code table
 into output file.
*/
if(rc == 0)
rc = do_file_encode(in, out, se);

/* Free the Huffman tree. */
free_huffman_tree(root);
free_encoder(se);
return rc;

}

int

huffman_decode_file(FILE *in, FILE *out)

{
huffman_node *root, *p;
int c;
unsigned int data_count;

/* Read the Huffman code table. */
root = read_code_table(in, &data_count);
if(!root)
return 1;

/* Decode the file. */
p = root;
while(data_count > 0 && (c = fgetc(in)) != EOF)
{
unsigned char byte = (unsigned char)c;
unsigned char mask = 1;
while(data_count > 0 && mask)
{
p = byte & mask ? p->one : p->zero;
mask <<= 1;

if(p->isLeaf)
{
fputc(p->symbol, out);
p = root;
--data_count;
}
}
}

free_huffman_tree(root);
return 0;

}

#define CACHE_SIZE 1024

int huffman_encode_memory(const unsigned char *bufin,
 unsigned int bufinlen,
 unsigned char **pbufout,
 unsigned int *pbufoutlen)

{
SymbolFrequencies sf;
SymbolEncoder *se;
huffman_node *root = NULL;
int rc;
unsigned int symbol_count;
buf_cache cache;

/* Ensure the arguments are valid. */
if(!pbufout || !pbufoutlen)
return 1;

if(init_cache(&cache, CACHE_SIZE, pbufout, pbufoutlen))
return 1;

/* Get the frequency of each symbol in the input memory. */
symbol_count = get_symbol_frequencies_from_memory(&sf, bufin, bufinlen);

/* Build an optimal table from the symbolCount. */
se = calculate_huffman_codes(&sf);
root = sf[0];

/* Scan the memory again and, using the table
  previously built, encode it into the output memory. */
rc = write_code_table_to_memory(&cache, se, symbol_count);
if(rc == 0)
rc = do_memory_encode(&cache, bufin, bufinlen, se);

/* Flush the cache. */
flush_cache(&cache);

/* Free the Huffman tree. */
free_huffman_tree(root);
free_encoder(se);
free_cache(&cache);
return rc;

}

int huffman_decode_memory(const unsigned char *bufin,
 unsigned int bufinlen,
 unsigned char **pbufout,
 unsigned int *pbufoutlen)

{
huffman_node *root, *p;
unsigned int data_count;
unsigned int i = 0;
unsigned char *buf;
unsigned int bufcur = 0;

/* Ensure the arguments are valid. */
if(!pbufout || !pbufoutlen)
return 1;

/* Read the Huffman code table. */
root = read_code_table_from_memory(bufin, bufinlen, &i, &data_count);
if(!root)
return 1;

buf = (unsigned char*)malloc(data_count);

/* Decode the memory. */
p = root;
for(; i < bufinlen && data_count > 0; ++i) 
{
unsigned char byte = bufin[i];
unsigned char mask = 1;
while(data_count > 0 && mask)
{
p = byte & mask ? p->one : p->zero;
mask <<= 1;

if(p->isLeaf)
{
buf[bufcur++] = p->symbol;
p = root;
--data_count;
}
}
}

free_huffman_tree(root);
*pbufout = buf;
*pbufoutlen = bufcur;
return 0;

}

三、压缩效率分析结果