编写 Python 程序实现对文本文件做 LZ77 编码,编码后的文件以二进制 文件的形式存储; 编写 Python 程序实现对 LZ77 压缩后的二进制文件解码,恢复出原始的 文本文件并保存; 在 Python 程序中,分别统计出编码和解码所需要的时间(单位秒),并 打印出来。
时间: 2024-03-12 16:47:46 浏览: 53
以下是 Python 实现对文本文件做 LZ77 编码并保存为二进制文件的代码示例:
```python
import time
def lz77_compress(uncompressed, window_size=12, look_ahead_buffer_size=5):
compressed = bytearray()
pos = 0
while pos < len(uncompressed):
max_match_length = 0
max_match_distance = 0
for dist in range(1, window_size + 1):
start_pos = max(0, pos - dist)
match_length = 0
while pos + match_length < len(uncompressed) and uncompressed[start_pos + match_length] == uncompressed[pos + match_length] and match_length < look_ahead_buffer_size:
match_length += 1
if match_length > max_match_length:
max_match_length = match_length
max_match_distance = dist
if match_length == look_ahead_buffer_size:
break
if max_match_length > 0:
compressed.append(max_match_distance // 256)
compressed.append(max_match_distance % 256)
compressed.append(max_match_length)
pos += max_match_length
else:
compressed.append(0)
compressed.append(0)
compressed.append(uncompressed[pos])
pos += 1
return compressed
def lz77_decompress(compressed):
decompressed = bytearray()
pos = 0
while pos < len(compressed):
dist = compressed[pos] * 256 + compressed[pos + 1]
length = compressed[pos + 2]
if dist == 0:
decompressed.append(length)
pos += 3
else:
start_pos = len(decompressed) - dist
for i in range(length):
decompressed.append(decompressed[start_pos + i])
pos += 3
return decompressed
# 读取文件并进行 LZ77 编码
start_time = time.time()
with open('input.txt', 'r') as f:
uncompressed = f.read()
compressed = lz77_compress(uncompressed.encode())
with open('compressed.bin', 'wb') as f:
f.write(compressed)
end_time = time.time()
print(f"LZ77 编码耗时:{end_time - start_time:.3f} 秒")
# 读取二进制文件并进行 LZ77 解码
start_time = time.time()
with open('compressed.bin', 'rb') as f:
compressed = f.read()
decompressed = lz77_decompress(compressed)
with open('output.txt', 'w') as f:
f.write(decompressed.decode())
end_time = time.time()
print(f"LZ77 解码耗时:{end_time - start_time:.3f} 秒")
```
以上代码中,`lz77_compress` 函数和 `lz77_decompress` 函数的实现与前面的示例类似,不同之处在于压缩结果和解压缩输入都是字节数组,而不是字符串。
程序中使用了 Python 的 `time` 模块来统计编码和解码所需要的时间。程序首先读取原始文本文件,对其进行 LZ77 编码并将结果保存为二进制文件。然后程序再次读取二进制文件,进行 LZ77 解码并将结果保存为文本文件。最后程序打印出编码和解码所需要的时间,单位为秒。
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