Is it possible to split a file? For example you have huge wordlist, I want to split it so that it becomes more than one file. How is this possible?
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This is certainly possible. If you want useful answers, you may want to provide some useful details.EBGreen– EBGreen2009-02-13 16:08:14 +00:00Commented Feb 13, 2009 at 16:08
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do you want to do it with python? how is this file structured? is it a text file?Paolo Tedesco– Paolo Tedesco2009-02-13 16:10:08 +00:00Commented Feb 13, 2009 at 16:10
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Is this a duplicate? See: http://stackoverflow.com/questions/291740/how-do-i-split-a-huge-text-file-in-pythonquamrana– quamrana2009-02-13 17:00:02 +00:00Commented Feb 13, 2009 at 17:00
10 Answers
This one splits a file up by newlines and writes it back out. You can change the delimiter easily. This can also handle uneven amounts as well, if you don't have a multiple of splitLen lines (20 in this example) in your input file.
splitLen = 20 # 20 lines per file
outputBase = 'output' # output.1.txt, output.2.txt, etc.
# This is shorthand and not friendly with memory
# on very large files (Sean Cavanagh), but it works.
input = open('input.txt', 'r').read().split('\n')
at = 1
for lines in range(0, len(input), splitLen):
# First, get the list slice
outputData = input[lines:lines+splitLen]
# Now open the output file, join the new slice with newlines
# and write it out. Then close the file.
output = open(outputBase + str(at) + '.txt', 'w')
output.write('\n'.join(outputData))
output.close()
# Increment the counter
at += 1
3 Comments
A better loop for sli's example, not hogging memory :
splitLen = 20 # 20 lines per file
outputBase = 'output' # output.1.txt, output.2.txt, etc.
input = open('input.txt', 'r')
count = 0
at = 0
dest = None
for line in input:
if count % splitLen == 0:
if dest: dest.close()
dest = open(outputBase + str(at) + '.txt', 'w')
at += 1
dest.write(line)
count += 1
1 Comment
Solution to split binary files into chapters .000, .001, etc.:
FILE = 'scons-conversion.7z'
MAX = 500*1024*1024 # 500Mb - max chapter size
BUF = 50*1024*1024*1024 # 50GB - memory buffer size
chapters = 0
uglybuf = ''
with open(FILE, 'rb') as src:
while True:
tgt = open(FILE + '.%03d' % chapters, 'wb')
written = 0
while written < MAX:
if len(uglybuf) > 0:
tgt.write(uglybuf)
tgt.write(src.read(min(BUF, MAX - written)))
written += min(BUF, MAX - written)
uglybuf = src.read(1)
if len(uglybuf) == 0:
break
tgt.close()
if len(uglybuf) == 0:
break
chapters += 1
Comments
def split_file(file, prefix, max_size, buffer=1024):
"""
file: the input file
prefix: prefix of the output files that will be created
max_size: maximum size of each created file in bytes
buffer: buffer size in bytes
Returns the number of parts created.
"""
with open(file, 'r+b') as src:
suffix = 0
while True:
with open(prefix + '.%s' % suffix, 'w+b') as tgt:
written = 0
while written < max_size:
data = src.read(buffer)
if data:
tgt.write(data)
written += buffer
else:
return suffix
suffix += 1
def cat_files(infiles, outfile, buffer=1024):
"""
infiles: a list of files
outfile: the file that will be created
buffer: buffer size in bytes
"""
with open(outfile, 'w+b') as tgt:
for infile in sorted(infiles):
with open(infile, 'r+b') as src:
while True:
data = src.read(buffer)
if data:
tgt.write(data)
else:
break
2 Comments
max_size is integer times of 1024. written <= max_size should be written < max_size. I can't edit it because it's only remove a character.import re
PATENTS = 'patent.data'
def split_file(filename):
# Open file to read
with open(filename, "r") as r:
# Counter
n=0
# Start reading file line by line
for i, line in enumerate(r):
# If line match with teplate -- <?xml --increase counter n
if re.match(r'\<\?xml', line):
n+=1
# This "if" can be deleted, without it will start naming from 1
# or you can keep it. It depends where is "re" will find at
# first time the template. In my case it was first line
if i == 0:
n = 0
# Write lines to file
with open("{}-{}".format(PATENTS, n), "a") as f:
f.write(line)
split_file(PATENTS)
As a result you will get:
patent.data-0
patent.data-1
patent.data-N
Comments
This is a late answer, but a new question was linked here and none of the answers mentioned itertools.groupby.
Assuming you have a (huge) file file.txt that you want to split in chunks of MAXLINES lines file_part1.txt, ..., file_partn.txt, you could do:
with open(file.txt) as fdin:
for i, sub in itertools.groupby(enumerate(fdin), lambda x: 1 + x[0]//3):
fdout = open("file_part{}.txt".format(i))
for _, line in sub:
fdout.write(line)
Comments
import subprocess
subprocess.run('split -l number_of_lines file_path', shell = True)
For example if you want 50000 lines in one files and path is /home/data then you can run below command
subprocess.run('split -l 50000 /home/data', shell = True)
If you are not sure how many lines to keep in split files but knows how many split you want then In Jupyter Notebook/Shell you can check total number of Lines using below command and then divide by total number of split you want
! wc -l file_path
in this case
! wc -l /home/data
And Just so you know output file will not have file extension but its same extension as input file You can change it manually if Windows
Comments
All the provided answers are good and (probably) work However, they need to load the file into memory (as a whole or partially). We know Python is not very efficient in this kind of tasks (or at least is not as efficient as the OS level commands).
I found the following is the most efficient way to do it:
import os
MAX_NUM_LINES = 1000
FILE_NAME = "input_file.txt"
SPLIT_PARAM = "-d"
PREFIX = "__"
if os.system(f"split -l {MAX_NUM_LINES} {SPLIT_PARAM} {FILE_NAME} {PREFIX}") == 0:
print("Done:")
print(os.system(f"ls {PREFIX}??"))
else:
print("Failed!")
Read more about split here: https://linoxide.com/linux-how-to/split-large-text-file-smaller-files-linux/