我需要从文本文件中读取行,但是'行尾'字符并不总是\ n或\ x或组合,可能是'xyz'或'|'等字符的任意组合,但是'end of line'始终相同,并且对于每种类型的文件都是已知的。
由于文本文件可能很大,我必须记住性能和内存使用情况,这似乎是最好的解决方案? 今天我使用了string.read(1000)和split(myendofline)或分区(myendofline)的组合,但我知道是否存在更优雅和标准的解决方案。
答案 0 :(得分:2)
显然最简单的方法是阅读整个内容然后调用.split('|')
。
然而,如果这是不合需要的,因为它要求你将整个内容读入内存,你可能会以任意块读取并对它们执行拆分。您可以编写一个类,当当前的一个块耗尽时抓取另一个任意块,并且您的应用程序的其余部分不需要知道它。
这是输入,zen.txt
The Zen of Python, by Tim Peters||Beautiful is better than ugly.|Explicit is better than implicit.|Simple is better than complex.|Complex is better than complicated.|Flat is better than nested.|Sparse is better than dense.|Readability counts.|Special cases aren't special enough to break the rules.|Although practicality beats purity.|Errors should never pass silently.|Unless explicitly silenced.|In the face of ambiguity, refuse the temptation to guess.|There should be one-- and preferably only one --obvious way to do it.|Although that way may not be obvious at first unless you're Dutch.|Now is better than never.|Although never is often better than *right* now.|If the implementation is hard to explain, it's a bad idea.|If the implementation is easy to explain, it may be a good idea.|Namespaces are one honking great idea -- let's do more of those!
这是我的小测试用例,对我有用。它不处理整个角落的情况,也不是特别漂亮,但它应该让你开始。
class SpecialDelimiters(object):
def __init__(self, filehandle, terminator, chunksize=10):
self.file = filehandle
self.terminator = terminator
self.chunksize = chunksize
self.chunk = ''
self.lines = []
self.done = False
def __iter__(self):
return self
def next(self):
if self.done:
raise StopIteration
try:
return self.lines.pop(0)
except IndexError:
#The lines list is empty, so let's read some more!
while True:
#Looping so even if our chunksize is smaller than one line we get at least one chunk
newchunk = self.file.read(self.chunksize)
self.chunk += newchunk
rawlines = self.chunk.split(self.terminator)
if len(rawlines) > 1 or not newchunk:
#we want to keep going until we have at least one block
#or reached the end of the file
break
self.lines.extend(rawlines[:-1])
self.chunk = rawlines[-1]
try:
return self.lines.pop(0)
except IndexError:
#The end of the road, return last remaining stuff
self.done = True
return self.chunk
zenfh = open('zen.txt', 'rb')
zenBreaker = SpecialDelimiters(zenfh, '|')
for line in zenBreaker:
print line
答案 1 :(得分:2)
这是 生成器函数 ,它们在文件中充当 迭代器 ,根据异国情调的换行符剪切线条在所有文件中都是相同的。
它按lenchunk
个字符块读取文件,并显示每个当前块中的行,块后面的块。
由于换行符中的换行符是3个字符(':;:'),因此可能会发生一个块以换行换行符结束:此生成器函数负责处理这种可能性并设法显示正确的行强>
如果换行只有一个字符,则可以简化该功能。我只为最精巧的案例编写了函数。
使用此功能可以一次读取一行文件,而无需将整个文件读入内存。
from random import randrange, choice
# this part is to create an exemple file with newline being :;:
alphabet = 'abcdefghijklmnopqrstuvwxyz '
ch = ':;:'.join(''.join(choice(alphabet) for nc in xrange(randrange(0,40)))
for i in xrange(50))
with open('fofo.txt','wb') as g:
g.write(ch)
# this generator function is an iterator for a file
# if nl receives an argument whose bool is True,
# the newlines :;: are returned in the lines
def liner(filename,eol,lenchunk,nl=0):
# nl = 0 or 1 acts as 0 or 1 in splitlines()
L = len(eol)
NL = len(eol) if nl else 0
with open(filename,'rb') as f:
chunk = f.read(lenchunk)
tail = ''
while chunk:
last = chunk.rfind(eol)
if last==-1:
kept = chunk
newtail = ''
else:
kept = chunk[0:last+L] # here: L
newtail = chunk[last+L:] # here: L
chunk = tail + kept
tail = newtail
x = y = 0
while y+1:
y = chunk.find(eol,x)
if y+1: yield chunk[x:y+NL] # here: NL
else: break
x = y+L # here: L
chunk = f.read(lenchunk)
yield tail
for line in liner('fofo.txt',':;:'):
print line
这是相同的,在这里和那里打印以允许遵循算法。
from random import randrange, choice
# this part is to create an exemple file with newline being :;:
alphabet = 'abcdefghijklmnopqrstuvwxyz '
ch = ':;:'.join(''.join(choice(alphabet) for nc in xrange(randrange(0,40)))
for i in xrange(50))
with open('fofo.txt','wb') as g:
g.write(ch)
# this generator function is an iterator for a file
# if nl receives an argument whose bool is True,
# the newlines :;: are returned in the lines
def liner(filename,eol,lenchunk,nl=0):
L = len(eol)
NL = len(eol) if nl else 0
with open(filename,'rb') as f:
ch = f.read()
the_end = '\n\nxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'+\
'\nend of the file=='+ch[-50:]+\
'\nxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\n'
f.seek(0,0)
chunk = f.read(lenchunk)
tail = ''
while chunk:
if (chunk[-1]==':' and chunk[-3:]!=':;:') or chunk[-2:]==':;':
wr = [' ##########---------- cut newline cut ----------##########'+\
'\nchunk== '+chunk+\
'\n---------------------------------------------------']
else:
wr = ['chunk== '+chunk+\
'\n---------------------------------------------------']
last = chunk.rfind(eol)
if last==-1:
kept = chunk
newtail = ''
else:
kept = chunk[0:last+L] # here: L
newtail = chunk[last+L:] # here: L
wr.append('\nkept== '+kept+\
'\n---------------------------------------------------'+\
'\nnewtail== '+newtail)
chunk = tail + kept
tail = newtail
wr.append('\n---------------------------------------------------'+\
'\ntail + kept== '+chunk+\
'\n---------------------------------------------------')
print ''.join(wr)
x = y = 0
while y+1:
y = chunk.find(eol,x)
if y+1: yield chunk[x:y+NL] # here: NL
else: break
x = y+L # here: L
print '\n\n==================================================='
chunk = f.read(lenchunk)
yield tail
print the_end
for line in liner('fofo.txt',':;:',1):
print 'line== '+line
编辑
我比较了我的代码和chmullig代码的执行次数。
使用“fofo.txt”文件大约10 MB,使用
创建alphabet = 'abcdefghijklmnopqrstuvwxyz '
ch = ':;:'.join(''.join(choice(alphabet) for nc in xrange(randrange(0,60)))
for i in xrange(324000))
with open('fofo.txt','wb') as g:
g.write(ch)
并测量时间:
te = clock()
for line in liner('fofo.txt',':;:', 65536):
pass
print clock()-te
fh = open('fofo.txt', 'rb')
zenBreaker = SpecialDelimiters(fh, ':;:', 65536)
te = clock()
for line in zenBreaker:
pass
print clock()-te
我在几篇论文中获得了以下最短时间:
............我的代码0,7067秒
chmullig的代码0.8373秒
编辑2
我更改了我的生成器函数:liner2()
采用文件处理程序而不是文件名。因此,文件的打开可以用于测量时间,就像测量chmullig的代码一样
def liner2(fh,eol,lenchunk,nl=0):
L = len(eol)
NL = len(eol) if nl else 0
chunk = fh.read(lenchunk)
tail = ''
while chunk:
last = chunk.rfind(eol)
if last==-1:
kept = chunk
newtail = ''
else:
kept = chunk[0:last+L] # here: L
newtail = chunk[last+L:] # here: L
chunk = tail + kept
tail = newtail
x = y = 0
while y+1:
y = chunk.find(eol,x)
if y+1: yield chunk[x:y+NL] # here: NL
else: break
x = y+L # here: L
chunk = fh.read(lenchunk)
yield tail
fh = open('fofo.txt', 'rb')
te = clock()
for line in liner2(fh,':;:', 65536):
pass
print clock()-te
结果,经过无数篇文章看到最短时间后,
......... with liner()0.7067seconds
....... with liner2()0.7064秒
chmullig的代码0.8373秒
实际上,文件的打开在总时间内占无穷小部分。
答案 2 :(得分:1)
考虑到你的约束,最好先将已知不寻常的换行符转换为 normal 换行符,然后再按常规使用:
for line in file:
...
答案 3 :(得分:1)
TextFileData.split(EndOfLine_char)
似乎是您的解决方案。
如果它的工作速度不够快,那么你应该考虑使用较低级别的编程级别。