compare two text file and save the output match - python

I have two text files and I want to compare them and save the matched columns to a new text
file.
file1:
114.74721
114.85107
2.96667
306.61756
file2:
115.06603 0.00294 5.90000
114.74721 0.00674 5.40000
114.85107 0.00453 6.20000
111.17744 0.00421 5.50000
192.77787 0.03080 3.20000
189.70226 0.01120 5.00000
0.46762 0.00883 3.70000
2.21539 0.01290 3.50000
2.96667 0.01000 3.60000
5.43310 0.00393 5.50000
0.28537 0.00497 5.10000
308.82348 0.00183 6.60000
306.61756 0.00359 5.20000
And I want the output to be:
114.74721 0.00674 5.40000
114.85107 0.00453 6.20000
2.96667 0.01000 3.60000
306.61756 0.00359 5.20000
I used a script but there is something wrong because the output file more rows than the file1 which it should be the same.Could you help me?
file1=open("file1.txt","r")
file2=open("file2.txt","r")
file3=open("output.txt","w")
for line1 in file1.readlines():
file2.seek(0)
for line2 in file2.readlines():
if line1.strip() in line2:
file3.writerow(line2)
Edit
From file1.txt
114.74721
114.85107
2.96667
306.61756
152.70581
150.04497
91.41869
91.41869
91.73398
92.35076
117.68963
117.69291
115.97827
168.14476
169.94404
73.00571
156.02833
156.02833
From file3.txt
114.74721 0.00674 5.40000
114.85107 0.00453 6.20000
2.96667 0.01000 3.60000
306.61756 0.00359 5.20000
152.70581 0.02780 2.70000
150.04497 0.00211 6.00000
91.41869 0.00500 3.70000
91.73398 0.00393 4.30000
92.35076 0.00176 5.80000
117.68963 0.15500 2.20000
117.69291 0.15100 2.50000
115.97827 0.00722 7.80000
168.14476 0.00383 5.50000
169.94404 0.00539 4.80000
73.00571 0.00876 3.80000
156.02833 0.00284 6.30000
156.64645 0.01290 3.50000
156.65070 0.02110 4.40000
If you see the line 7 and line 8 have the same value 91.41869 in file1.txt but in file3.txt it only mention line 7 but not 8. The same also in lines 17 and 18.

FILE1 = "file1.txt"
FILE2 = "file2.txt"
OUTPUT = "file3.txt"
with open(FILE1) as inf:
match = set(line.strip() for line in inf)
with open(FILE2) as inf, open(OUTPUT, "w") as outf:
for line in inf:
if line.split(' ', 1)[0] in match:
outf.write(line)
or, if they HAVE to be in the same order,
with open(FILE1) as inf:
items = [line.strip() for line in inf]
match = {val:i for i,val in enumerate(items)}
outp = ['\n'] * len(items)
with open(FILE2) as inf, open(OUTPUT, "w") as outf:
for line in inf:
val = line.split(' ', 1)[0]
try:
outp[match[val]] = line
except KeyError:
pass
outf.write(''.join(outp))
Note that the first version will write out as many matches as it finds - if two lines in FILE2 start with "114.74721" you will get both of them - while the second will only keep the last match found.

Related

parse a structured (structure of machine) text-file (config-file) into a structured table format

main goal is to get from a more or less readable config file into a table format which can be read from everyone witouth deeper understanding of the machine and their configuration standards.
i've got a config file:
******A MANO:111111 ,20190726,001,0914,06621242746
DXS*HAWA776A0A*VA*V0/6*1
ST*001*0001
ID1*HAW250755*VMI1-9900****250755*6*0
CB1*021545*DeBright*7.030.16*3.02*250755
PA1*0*100
PA1*1*60
PA2*2769*166140*210*12600*0*0*0*0
******E MANO:111111 ,20190726,001,0914,06621242746
******A MANO:222222 ,20190726,001,0914,06621242746
DXS*HAWA776A0A*VA*V0/6*1
ST*001*0001
ID1*HAW250755*VMI1-9900****250755*6*0
CB1*021545*DeBright*7.030.16*3.02*250755
PA1*0*100
PA1*1*60
PA2*2769*166140*210*12600*0*0*0*0
******E MANO:222222 ,20190726,001,0914,06621242746
There are several objects in the file always starting with 'A MANO:' and ending with 'E MANO:' followed by the object-number.
all the lines underneath are the attributes of the object (settings of the machine). Not all objects have the same amount of settings. There could be 55 Lines for one object and 199 for another.
what i tried so far:
from pyparsing import *
'''
grammar:
object_nr ::= Word(nums, exact=6)
num ::= '0' | '1' | '2' | '3' | '4' | '5' | '6' | '7' | '8' | '9'
'''
path_input = r'\\...\...'
with open(path_input) as input_file:
line = input_file.readline()
cnt = 1
object_nr_parser = Word(nums, exact=6)
for match, start, stop in object_nr_parser.scanString(input_file):
print(match, start, stop)
which gives me the printout:
['201907'] 116 122
['019211'] 172 178
the number it founds and the start and ending points in the string. But this numbers are not what I'm looking for nor correct. i can't even find the second number in the config-file.
is it the right way to solve this with pyparsing or is there a more convenient way to do it? Where did i do the mistake?
At the end it would be astounding if i would have an object for every machine with attributes which would be all the lines between the A MANO: and the E MANO:
expected result would be something like this:
{"object": "111111",
"line1":"DXS*HAWA776A0A*VA*V0/6*1",
"line2":"ST*001*0001",
"line3":"ID1*HAW250755*VMI1-9900****250755*6*0",
"line4":"CB1*021545*DeBright*7.030.16*3.02*250755",
"line5":"PA1*0*100",
"line6":"PA1*1*60",
"line7":"PA2*2769*166140*210*12600*0*0*0*0"},
{"object": "222222",
"line1":"DXS*HAWA776A0A*VA*V0/6*1",
"line2":"ST*001*0001",
"line3":"ID1*HAW250755*VMI1-9900****250755*6*0",
"line4":"CB1*021545*DeBright*7.030.16*3.02*250755",
"line5":"PA1*0*100",
"line6":"PA1*1*60",
"line7":"PA2*2769*166140*210*12600*0*0*0*0",
"line8":"PA2*2769*166140*210*12600*0*0*0*0",
"line9":"PA2*2769*166140*210*12600*0*0*0*0",
"line10":"PA2*2769*166140*210*12600*0*0*0*0"}
Not sure if that is the best solution for the purpose but it's the one that came into mind at this point.
One of the dirtiest ways to get the thing done would be using regex and replace the MANO with line break and all the line breaks with ';'. I don't think that this would be a solution one should use
You can parse it line by line:
import re
with open('file.txt', 'r') as f:
lines = f.readlines()
lines = [x.strip() for x in lines]
result = []
name = ''
i = 1
for line in lines:
if 'A MANO' in line:
name = re.findall('A MANO:(\d+)', line)[0]
result.append({'object': name})
i = 1
elif 'E MANO' not in line:
result[-1][f'line{i}'] = line
i += 1
Output:
[{
'object': '111111',
'line1': 'DXS*HAWA776A0A*VA*V0/6*1',
'line2': 'ST*001*0001',
'line3': 'ID1*HAW250755*VMI1-9900****250755*6*0',
'line4': 'CB1*021545*DeBright*7.030.16*3.02*250755',
'line5': 'PA1*0*100',
'line6': 'PA1*1*60',
'line7': 'PA2*2769*166140*210*12600*0*0*0*0'
}, {
'object': '222222',
'line1': 'DXS*HAWA776A0A*VA*V0/6*1',
'line2': 'ST*001*0001',
'line3': 'ID1*HAW250755*VMI1-9900****250755*6*0',
'line4': 'CB1*021545*DeBright*7.030.16*3.02*250755',
'line5': 'PA1*0*100',
'line6': 'PA1*1*60',
'line7': 'PA2*2769*166140*210*12600*0*0*0*0'
}
]
But I suggest using more compact output format:
import re
with open('file.txt', 'r') as f:
lines = f.readlines()
lines = [x.strip() for x in lines]
result = {}
name = ''
for line in lines:
if 'A MANO' in line:
name = re.findall('A MANO:(\d+)', line)[0]
result[name] = []
elif 'E MANO' not in line:
result[name].append(line)
Output:
{
'111111': ['DXS*HAWA776A0A*VA*V0/6*1', 'ST*001*0001', 'ID1*HAW250755*VMI1-9900****250755*6*0', 'CB1*021545*DeBright*7.030.16*3.02*250755', 'PA1*0*100', 'PA1*1*60', 'PA2*2769*166140*210*12600*0*0*0*0'],
'222222': ['DXS*HAWA776A0A*VA*V0/6*1', 'ST*001*0001', 'ID1*HAW250755*VMI1-9900****250755*6*0', 'CB1*021545*DeBright*7.030.16*3.02*250755', 'PA1*0*100', 'PA1*1*60', 'PA2*2769*166140*210*12600*0*0*0*0']
}

How to replace first word of each line in a file with the corresponding element from a list in python?

I have a file like this:
research_t 1:1 2:1 3:1 5:1 13:1
computer_sc 14:1 19:1 21:1 23:1 25:1 26:1 29:1 36:1 44:1 49:1 50:1 51:1 52:1 57:1 68:1 70:1 71:1 75:1 79:1
res_computer 1:1 2:1 3:1 5:1 7:1 8:1 9:1 10:1 11:1 12:1 13:1 15:1 16:1 17:1 18:1 20:1 21:1 22:1
fin_res 23:1 24:1 26:1 28:1 29:1 30:1 32:1 33:1 34:1 35:1 36:1 38:1 39:1 40:1 41:1 43:1 45:1 47:1 48:1 54:1 55:1 56:1 59:1 63:1 64:1 65:1 66:1 72:1 78:1 80:1
computer_sc_field 2:1 37:1
I want to read the file line by line and check it like if the first word in the line has 'computer' in it, then I want to replace the whole first word by 1, else replace it by -1.
I was doing something like this:
with open('file.txt', 'r') as f:
wordlist = [line.split(None, 1)[0] for line in f]
s = 'computer'
for i in range(len(wordlist)):
if s in wordlist[i]:
wordlist[i] = str(1)
else:
wordlist[i] = str(-1)
Now, I get a list: [-1, 1, 1, -1, 1]. But how do I replace the first words of each line in the file with the corresponding element of this list?
You have to put the whole line together again, after replacing the first part:
with open('file.txt', 'r') as file_in:
with open('output.txt', 'w') as file_out:
for line in file_in:
first, other = line.split(None,1)
line = '%d %s' % (1 if 'computer' in first else -1, other)
file_out.write(line)
I would use the classical tempfile usage and process the file line by line :
tmpname = None
with open('file.txt', 'r') as fdin, tempfile.NamedTemporaryFile(
prefix = 'temp_file', dir='.', delete=False) as fdout:
tmpname = fdout.name
for line in fdin:
first_word, remain = line.split(None, 1)
fdout.write('1' if 'computer' in first_word else '-1' + ' ' + remain)
os.remove('file.txt')
os.rename(tmpname, 'file.txt')
content = open('file.txt').readlines()
with open('file.txt', 'w') as flux:
for line in content:
first_word = line.split()[0]
new_word = 'computer' in first_word and '1' or '-1'
flux.write(line.replace(first_word, new_word))
ps : answer involving the mode 'rw' is not compatible with python3
Through re module.
import re
with open('input.txt', 'r') as in_file:
with open('output.txt', 'w') as out_file:
for line in in_file:
if line.startswith('computer'):
line = re.sub(r'^\S+', r'1', line)
out_file.write(line)
else:
line = re.sub(r'^\S+', r'-1', line)
out_file.write(line)
Output:
-1 1:1 2:1 3:1 5:1 13:1
1 14:1 19:1 21:1 23:1 25:1 26:1 29:1 36:1 44:1 49:1 50:1 51:1 52:1 57:1 68:1 70:1 71:1 75:1 79:1
-1 1:1 2:1 3:1 5:1 7:1 8:1 9:1 10:1 11:1 12:1 13:1 15:1 16:1 17:1 18:1 20:1 21:1 22:1
-1 23:1 24:1 26:1 28:1 29:1 30:1 32:1 33:1 34:1 35:1 36:1 38:1 39:1 40:1 41:1 43:1 45:1 47:1 48:1 54:1 55:1 56:1 59:1 63:1 64:1 65:1 66:1 72:1 78:1 80:1
1 2:1 37:1

Handling word index in text files

wordlist A: book jesus christ son david son abraham jacob judah his brothers perez amminadab
wordlist B: akwụkwọ jizọs kraịst nwa devid nwa ebreham jekọb juda ya ụmụnne pirez aminadab
file.txt A:
the book of the history of jesus christ , son of david , son of abraham :
abraham became father to isaac ; isaac became father to jacob ; jacob became father to judah and his brothers ;
file.txt B:
akwụkwọ nke kọrọ akụkọ banyere jizọs kraịst , nwa devid , nwa ebreham :
ebreham mụrụ aịzik ; aịzik amụọ jekọb ; jekọb amụọ juda na ụmụnne ya ndị ikom ;
I have 2 above word-lists (say A & B) of 2 diff. languages. Both contain word translation of each other in order. My task is to run these word-lists through 2 separate files.txt of both languages like word-list A through file.txt A and vice versa, then return a line for both txt files, each will contain the index numbers of both word-list where they were found on each line of the txt paired like:
2:1 7:6 8:7 10:9 12:10 14:12 16:13 [ 2:1 = 2 index of book in txt.file A and 1-akwụkwọ in txt.file B and so on]
1:1 11:6 13:8 17:10 19:12 20:13 [ 1:1 = 1 index of abraham in txt.file A and 1- ebreham in txt.file B and so on].
see codes below:
import sys
def wordlist(filename):
wordlist = []
with open(filename, 'rb') as f:
for line in f:
wordlist.append(line)
return wordlist
eng = []
for lines in open('eng_try.txt', 'rb'):
line = lines.strip()
eng.append(line)
igb = []
for lines in open('igb_try.txt', 'rb'):
line = lines.strip()
igb.append(line)
i = 0
while i < len(eng):
eng_igb_verse_pair = eng[i] + " " + igb[i]
line = eng_igb_verse_pair.strip().split()
for n in range(0, len(wordlist('eng_wordlist.txt'))):
eng_word = wordlist('eng_wordlist.txt').pop(n)
igb_word = wordlist('igb_wordlist.txt').pop(n)
if eng_word in line and igb_word in line:
print '{0} {1}:{2}'.format(i, line.index[eng_word], line.index[igb_word])
i += 1
This actually prints empty. I know my problem is in the last segment of the program. Can someone help. I am not that experienced python programmer. Apologies if I didn't construct my explanation well.
You mean something like this:
import sys
def checkLine(line_eng, line_igb):
eng_words = line_eng.split()
igb_words = line_igb.split()
for word in eng_words:
if word in eng:
igb_word = igb[eng.index(word)]
print "%d:%d" % ( eng_words.index(word)+1, igb_words.index(igb_word)+1),
def linelist(filename):
lineslist = []
for line in open(filename, 'rb'):
lineslist.append(line)
return lineslist
eng = []
for lines in open('eng_try.txt', 'rb'):
line = lines.strip()
for w in line.split():
eng.append(w)
igb = []
for lines in open('igb_try.txt', 'rb'):
line = lines.strip()
for w in line.split():
igb.append(w)
eng_lines = linelist("eng_wordlist.txt")
igb_lines = linelist("igb_wordlist.txt")
for n in range(0, len(eng_lines)):
print "%d. " % (n+1),
checkLine(eng_lines[n],igb_lines[n])
print
For your files i got result:
1. 2:1 7:6 8:7 10:9 12:10 10:9 16:13
2. 1:1 11:7 11:7 17:11 19:14 20:13
BR
Parasit Hendersson

Python: compare column in two files

I'm just trying to solving this text-processing task using python, but I'm not able to compare column.
What I have tried :
#!/usr/bin/env python
import sys
def Main():
print "This is your input Files %s,%s" % ( file1,file2 )
f1 = open(file1, 'r')
f2 = open(file2, 'r')
for line in f1:
column1_f1 = line.split()[:1]
#print column1_f1
for check in f2:
column2_f2 = check.split()[:1]
print column1_f1,column2_f2
if column1_f1 == column2_f2:
print "Match",line
else:
print line,check
f1.close()
f2.close()
if __name__ == '__main__':
if len(sys.argv) != 3:
print >> sys.stderr, "This Script need exact 2 argument, aborting"
exit(1)
else:
ThisScript, file1, file2 = sys.argv
Main()
I'm new in Python, Please help me to learn and understand this..
I would resolve it in similar way in python3 that user46911 did with awk. Read second file and save its keys in a dictionary. Later check if exists for each line of first file:
import sys
codes = {}
with open(sys.argv[2], 'r') as f2:
for line in f2:
fields = line.split()
codes[fields[0]] = fields[1]
with open(sys.argv[1], 'r') as f1:
for line in f1:
fields = line.split(None, 1)
if fields[0] in codes:
print('{0:4s}{1:s}'.format(codes[fields[0]], line[4:]), end='')
else:
print(line, end='')
Run it like:
python3 script.py file1 file2
That yields:
060090 AKRABERG FYR DN 6138 -666 101
EKVG 060100 VAGA FLOGHAVN DN 6205 -728 88
060110 TORSHAVN DN 6201 -675 55
060120 KIRKJA DN 6231 -631 55
060130 KLAKSVIK HELIPORT DN 6221 -656 75
060160 HORNS REV A DN 5550 786 21
060170 HORNS REV B DN 5558 761 10
060190 SILSTRUP DN 5691 863 0
060210 HANSTHOLM DN 5711 858 0
EKGF 060220 TYRA OEST DN 5571 480 43
EKTS 060240 THISTED LUFTHAVN DN 5706 870 8
060290 GROENLANDSHAVNEN DN 5703 1005 0
EKYT 060300 FLYVESTATION AALBORG DN 5708 985 13
060310 TYLSTRUP DN 5718 995 0
060320 STENHOEJ DN 5736 1033 56
060330 HIRTSHALS DN 5758 995 0
EKSN 060340 SINDAL FLYVEPLADS DN 5750 1021 28

How to merge only the unique lines from file_a to file_b?

This question has been asked here in one form or another but not quite the thing I'm looking for. So, this is the situation I shall be having: I already have one file, named file_a and I'm creating another file - file_b. file_a is always bigger than file_b in size. There will be a number of duplicate lines in file_b (hence, in file_a as well) but both the files will have some unique lines. What I want to do is: to copy/merge only the unique lines from file_a to file_b and then sort the line order, so that the file_b becomes the most up-to-date one with all the unique entries. Either of the original files shouldn't be more than 10MB in size. What's the most efficient (and fastest) way I can do that?
I was thinking something like that, which does the merging alright.
#!/usr/bin/env python
import os, time, sys
# Convert Date/time to epoch
def toEpoch(dt):
dt_ptrn = '%d/%m/%y %H:%M:%S'
return int(time.mktime(time.strptime(dt, dt_ptrn)))
# input files
o_file = "file_a"
c_file = "file_b"
n_file = [o_file,c_file]
m_file = "merged.file"
for x in range(len(n_file)):
P = open(n_file[x],"r")
output = P.readlines()
P.close()
# Sort the output, order by 2nd last field
#sp_lines = [ line.split('\t') for line in output ]
#sp_lines.sort( lambda a, b: cmp(toEpoch(a[-2]),toEpoch(b[-2])) )
F = open(m_file,'w')
#for line in sp_lines:
for line in output:
if "group_" in line:
F.write(line)
F.close()
But, it's:
not with only the unique lines
not sorted (by next to last field)
and introduces the 3rd file i.e. m_file
Just a side note (long story short): I can't use sorted() here as I'm using v2.3, unfortunately. The input files look like this:
On 23/03/11 00:40:03
JobID Group.User Ctime Wtime Status QDate CDate
===================================================================================
430792 group_atlas.pltatl16 0 32 4 02/03/11 21:52:38 02/03/11 22:02:15
430793 group_atlas.atlas084 30 472 4 02/03/11 21:57:43 02/03/11 22:09:35
430794 group_atlas.atlas084 12 181 4 02/03/11 22:02:37 02/03/11 22:05:42
430796 group_atlas.atlas084 8 185 4 02/03/11 22:02:38 02/03/11 22:05:46
I tried to use cmp() to sort by the 2nd last field but, I think, it doesn't work just because of the first 3 lines of the input files.
Can anyone please help? Cheers!!!
Update 1:
For the future reference, as suggested by Jakob, here is the complete script. It worked just fine.
#!/usr/bin/env python
import os, time, sys
from sets import Set as set
def toEpoch(dt):
dt_ptrn = '%d/%m/%y %H:%M:%S'
return int(time.mktime(time.strptime(dt, dt_ptrn)))
def yield_lines(fileobj):
#I want to discard the headers
for i in xrange(3):
fileobj.readline()
#
for line in fileobj:
yield line
def app(path1, path2):
file1 = set(yield_lines(open(path1)))
file2 = set(yield_lines(open(path2)))
return file1.union(file2)
# Input files
o_file = "testScript/03"
c_file = "03.bak"
m_file = "finished.file"
print time.strftime('%H:%M:%S', time.localtime())
# Sorting the output, order by 2nd last field
sp_lines = [ line.split('\t') for line in app(o_file, c_file) ]
sp_lines.sort( lambda a, b: cmp(toEpoch(a[-2]),toEpoch(b[-2])) )
F = open(m_file,'w')
print "No. of lines: ",len(sp_lines)
for line in sp_lines:
MF = '\t'.join(line)
F.write(MF)
F.close()
It took about 2m:47s to finish for 145244 lines.
[testac1#serv07 ~]$ ./uniq-merge.py
17:19:21
No. of lines: 145244
17:22:08
thanks!!
Update 2:
Hi eyquem, this is the Error message I get when I run your script(s).
From the first script:
[testac1#serv07 ~]$ ./uniq-merge_2.py
File "./uniq-merge_2.py", line 44
fm.writelines( '\n'.join(v)+'\n' for k,v in output )
^
SyntaxError: invalid syntax
From the second script:
[testac1#serv07 ~]$ ./uniq-merge_3.py
File "./uniq-merge_3.py", line 24
output = sett(line.rstrip() for line in fa)
^
SyntaxError: invalid syntax
Cheers!!
Update 3:
The previous one wasn't sorting the list at all. Thanks to eyquem to pointing that out. Well, it does now. This is a further modification to Jakob's version - I converted the set:app(path1, path2) to a list:myList() and then applied the sort( lambda ... ) to the myList to sort the merged file by the nest to last field. This is the final script.
#!/usr/bin/env python
import os, time, sys
from sets import Set as set
def toEpoch(dt):
# Convert date/time to epoch
dt_ptrn = '%d/%m/%y %H:%M:%S'
return int(time.mktime(time.strptime(dt, dt_ptrn)))
def yield_lines(fileobj):
# Discard the headers (1st 3 lines)
for i in xrange(3):
fileobj.readline()
for line in fileobj:
yield line
def app(path1, path2):
# Remove duplicate lines
file1 = set(yield_lines(open(path1)))
file2 = set(yield_lines(open(path2)))
return file1.union(file2)
print time.strftime('%H:%M:%S', time.localtime())
# I/O files
o_file = "testScript/03"
c_file = "03.bak"
m_file = "finished.file"
# Convert set into to list
myList = list(app(o_file, c_file))
# Sort the list by the date
sp_lines = [ line.split('\t') for line in myList ]
sp_lines.sort( lambda a, b: cmp(toEpoch(a[-2]),toEpoch(b[-2])) )
F = open(m_file,'w')
print "No. of lines: ",len(sp_lines)
# Finally write to the outFile
for line in sp_lines:
MF = '\t'.join(line)
F.write(MF)
F.close()
There is no speed boost at all, it took 2m:50s to process the same 145244 lines. Is anyone see any scope of improvement, please let me know. Thanks to Jakob and eyquem for their time. Cheers!!
Update 4:
Just for future reference, this is a modified version of eyguem, which works much better and faster then the previous ones.
#!/usr/bin/env python
import os, sys, re
from sets import Set as sett
from time import mktime, strptime, strftime
def sorting_merge(o_file, c_file, m_file ):
# RegEx for Date/time filed
pat = re.compile('[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d')
def kl(lines,pat = pat):
# match only the next to last field
line = lines.split('\t')
line = line[-2]
return mktime(strptime((pat.search(line).group()),'%d/%m/%y %H:%M:%S'))
output = sett()
head = []
# Separate the header & remove the duplicates
def rmHead(f_n):
f_n.readline()
for line1 in f_n:
if pat.search(line1): break
else: head.append(line1) # line of the header
for line in f_n:
output.add(line.rstrip())
output.add(line1.rstrip())
f_n.close()
fa = open(o_file, 'r')
rmHead(fa)
fb = open(c_file, 'r')
rmHead(fb)
# Sorting date-wise
output = [ (kl(line),line.rstrip()) for line in output if line.rstrip() ]
output.sort()
fm = open(m_file,'w')
# Write to the file & add the header
fm.write(strftime('On %d/%m/%y %H:%M:%S\n')+(''.join(head[0]+head[1])))
for t,line in output:
fm.write(line + '\n')
fm.close()
c_f = "03_a"
o_f = "03_b"
sorting_merge(o_f, c_f, 'outfile.txt')
This version is much faster - 6.99 sec. for 145244 lines compare to the 2m:47s - then the previous one using lambda a, b: cmp(). Thanks to eyquem for all his support. Cheers!!
EDIT 2
My previous codes have problems with output = sett(line.rstrip() for line in fa) and output.sort(key=kl)
Moreover, they have some complications.
So I examined the choice of reading the files directly with a set() function taken by Jakob Bowyer in his code.
Congratulations Jakob ! (and Michal Chruszcz by the way) : set() is unbeatable, it's faster than a reading one line at a time.
Then , I abandonned my idea to read the files line after line.
.
But I kept my idea to avoid a sorting with the help of cmp() function because, as it is described in the doc:
s.sort([cmpfunc=None])
The sort() method takes an optional
argument specifying a comparison
function of two arguments (list items)
(...) Note that this slows the sorting
process down considerably
http://docs.python.org/release/2.3/lib/typesseq-mutable.html
Then, I managed to obtain a list of tuples (t,line) in which the t is
time.mktime(time.strptime(( 1st date-and-hour in line ,'%d/%m/%y %H:%M:%S'))
by the instruction
output = [ (kl(line),line.rstrip()) for line in output]
.
I tested 2 codes. The following one in which 1st date-and-hour in line is computed thanks to a regex:
def kl(line,pat = pat):
return time.mktime(time.strptime((pat.search(line).group()),'%d/%m/%y %H:%M:%S'))
output = [ (kl(line),line.rstrip()) for line in output if line.rstrip()]
output.sort()
And a second code in which kl() is:
def kl(line,pat = pat):
return time.mktime(time.strptime(line.split('\t')[-2],'%d/%m/%y %H:%M:%S'))
.
The results are
Times of execution:
0.03598 seconds for the first code with regex
0.03580 seconds for the second code with split('\t')
that is to say the same
This algorithm is faster than a code using a function cmp() :
a code in which the set of lines output isn't transformed in a list of tuples by
output = [ (kl(line),line.rstrip()) for line in output]
but is only transformed in a list of the lines (without duplicates, then) and sorted with a function mycmp() (see the doc):
def mycmp(a,b):
return cmp(time.mktime(time.strptime(a.split('\t')[-2],'%d/%m/%y %H:%M:%S')),
time.mktime(time.strptime(b.split('\t')[-2],'%d/%m/%y %H:%M:%S')))
output = [ line.rstrip() for line in output] # not list(output) , to avoid the problem of newline of the last line of each file
output.sort(mycmp)
for line in output:
fm.write(line+'\n')
has an execution time of
0.11574 seconds
.
The code:
#!/usr/bin/env python
import os, time, sys, re
from sets import Set as sett
def sorting_merge(o_file , c_file, m_file ):
pat = re.compile('[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d'
'(?=[ \t]+[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d)')
def kl(line,pat = pat):
return time.mktime(time.strptime((pat.search(line).group()),'%d/%m/%y %H:%M:%S'))
output = sett()
head = []
fa = open(o_file)
fa.readline() # first line is skipped
while True:
line1 = fa.readline()
mat1 = pat.search(line1)
if not mat1: head.append(line1) # line1 is here a line of the header
else: break # the loop ends on the first line1 not being a line of the heading
output = sett( fa )
fa.close()
fb = open(c_file)
while True:
line1 = fb.readline()
if pat.search(line1): break
output = output.union(sett( fb ))
fb.close()
output = [ (kl(line),line.rstrip()) for line in output]
output.sort()
fm = open(m_file,'w')
fm.write(time.strftime('On %d/%m/%y %H:%M:%S\n')+(''.join(head)))
for t,line in output:
fm.write(line + '\n')
fm.close()
te = time.clock()
sorting_merge('ytre.txt','tataye.txt','merged.file.txt')
print time.clock()-te
This time, I hope it will run correctly, and that the only thing to do is to wait the times of execution on real files much bigger than the ones on which I tested the codes
.
EDIT 3
pat = re.compile('[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d'
'(?=[ \t]+'
'[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d'
'|'
'[ \t]+aborted/deleted)')
.
EDIT 4
#!/usr/bin/env python
import os, time, sys, re
from sets import Set
def sorting_merge(o_file , c_file, m_file ):
pat = re.compile('[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d'
'(?=[ \t]+'
'[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d'
'|'
'[ \t]+aborted/deleted)')
def kl(line,pat = pat):
return time.mktime(time.strptime((pat.search(line).group()),'%d/%m/%y %H:%M:%S'))
head = []
output = Set()
fa = open(o_file)
fa.readline() # first line is skipped
for line1 in fa:
if pat.search(line1): break # first line after the heading
else: head.append(line1) # line of the header
for line in fa:
output.add(line.rstrip())
output.add(line1.rstrip())
fa.close()
fb = open(c_file)
for line1 in fb:
if pat.search(line1): break
for line in fb:
output.add(line.rstrip())
output.add(line1.rstrip())
fb.close()
if '' in output: output.remove('')
output = [ (kl(line),line) for line in output]
output.sort()
fm = open(m_file,'w')
fm.write(time.strftime('On %d/%m/%y %H:%M:%S\n')+(''.join(head)))
for t,line in output:
fm.write(line+'\n')
fm.close()
te = time.clock()
sorting_merge('A.txt','B.txt','C.txt')
print time.clock()-te
Maybe something along these lines?
from sets import Set as set
def yield_lines(fileobj):
#I want to discard the headers
for i in xrange(3):
fileobj.readline()
for line in fileobj:
yield line
def app(path1, path2):
file1 = set(yield_lines(open(path1)))
file2 = set(yield_lines(open(path2)))
return file1.union(file2)
EDIT: Forgot about with :$
I wrote this new code, with the ease of using a set. It is faster that my previous code. And, it seems, than your code
#!/usr/bin/env python
import os, time, sys, re
from sets import Set as sett
def sorting_merge(o_file , c_file, m_file ):
# Convert Date/time to epoch
def toEpoch(dt):
dt_ptrn = '%d/%m/%y %H:%M:%S'
return int(time.mktime(time.strptime(dt, dt_ptrn)))
pat = re.compile('([0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d)'
'[ \t]+[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d')
fa = open(o_file)
head = []
fa.readline()
while True:
line1 = fa.readline()
mat1 = pat.search(line1)
if not mat1:
head.append(('',line1.rstrip()))
else:
break
output = sett((toEpoch(pat.search(line).group(1)) , line.rstrip())
for line in fa)
output.add((toEpoch(mat1.group(1)) , line1.rstrip()))
fa.close()
fb = open(c_file)
while True:
line1 = fb.readline()
mat1 = pat.search(line1)
if mat1: break
for line in fb:
output.add((toEpoch(pat.search(line).group(1)) , line.rstrip()))
output.add((toEpoch(mat1.group(1)) , line1.rstrip()))
fb.close()
output = list(output)
output.sort()
output[0:0] = head
output[0:0] = [('',time.strftime('On %d/%m/%y %H:%M:%S'))]
fm = open(m_file,'w')
fm.writelines( line+'\n' for t,line in output)
fm.close()
te = time.clock()
sorting_merge('ytr.txt','tatay.txt','merged.file.txt')
print time.clock()-te
Note that this code put a heading in the merged file
.
EDIT
Aaaaaah... I got it... :-))
Execution's time divided by 3 !
#!/usr/bin/env python
import os, time, sys, re
from sets import Set as sett
def sorting_merge(o_file , c_file, m_file ):
pat = re.compile('[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d'
'(?=[ \t]+[0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d)')
def kl(line,pat = pat):
return time.mktime(time.strptime((pat.search(line).group()),'%d/%m/%y %H:%M:%S'))
fa = open(o_file)
head = []
fa.readline()
while True:
line1 = fa.readline()
mat1 = pat.search(line1)
if not mat1:
head.append(line1.rstrip())
else:
break
output = sett(line.rstrip() for line in fa)
output.add(line1.rstrip())
fa.close()
fb = open(c_file)
while True:
line1 = fb.readline()
mat1 = pat.search(line1)
if mat1: break
for line in fb:
output.add(line.rstrip())
output.add(line1.rstrip())
fb.close()
output = list(output)
output.sort(key=kl)
output[0:0] = [time.strftime('On %d/%m/%y %H:%M:%S')] + head
fm = open(m_file,'w')
fm.writelines( line+'\n' for line in output)
fm.close()
te = time.clock()
sorting_merge('ytre.txt','tataye.txt','merged.file.txt')
print time.clock()-te
Last codes, I hope.
Because I found a killer code.
First , I created two files "xxA.txt" and "yyB.txt" of 30 lines having 30000 lines as
430559 group_atlas.atlas084 12 181 4 04/03/10 01:38:02 02/03/11 22:05:42
430502 group_atlas.atlas084 12 181 4 23/01/10 21:45:05 02/03/11 22:05:42
430544 group_atlas.atlas084 12 181 4 17/06/11 12:58:10 02/03/11 22:05:42
430566 group_atlas.atlas084 12 181 4 25/03/10 23:55:22 02/03/11 22:05:42
with the following code:
create AB.py
from random import choice
n = tuple( str(x) for x in xrange(500,600))
days = ('01','02','03','04','05','06','07','08','09','10','11','12','13','14','15','16',
'17','18','19','20','21','22','23','24','25','26','27','28')
# not '29','30,'31' to avoid problems with strptime() on last days of february
months = days[0:12]
hours = days[0:23]
ms = ['00','01','02','03','04','05','06','07','09'] + [str(x) for x in xrange(10,60)]
repeat = 30000
with open('xxA.txt','w') as f:
# 430794 group_atlas.atlas084 12 181 4 02/03/11 22:02:37 02/03/11 22:05:42
ch = ('On 23/03/11 00:40:03\n'
'JobID Group.User Ctime Wtime Status QDate CDate\n'
'===================================================================================\n')
f.write(ch)
for i in xrange(repeat):
line = '430%s group_atlas.atlas084 12 181 4 \t%s/%s/%s %s:%s:%s\t02/03/11 22:05:42\n' %\
(choice(n),
choice(days),choice(months),choice(('10','11')),
choice(hours),choice(ms),choice(ms))
f.write(line)
with open('yyB.txt','w') as f:
# 430794 group_atlas.atlas084 12 181 4 02/03/11 22:02:37 02/03/11 22:05:42
ch = ('On 25/03/11 13:45:24\n'
'JobID Group.User Ctime Wtime Status QDate CDate\n'
'===================================================================================\n')
f.write(ch)
for i in xrange(repeat):
line = '430%s group_atlas.atlas084 12 181 4 \t%s/%s/%s %s:%s:%s\t02/03/11 22:05:42\n' %\
(choice(n),
choice(days),choice(months),choice(('10','11')),
choice(hours),choice(ms),choice(ms))
f.write(line)
with open('xxA.txt') as g:
print 'readlines of xxA.txt :',len(g.readlines())
g.seek(0,0)
print 'set of xxA.txt :',len(set(g))
with open('yyB.txt') as g:
print 'readlines of yyB.txt :',len(g.readlines())
g.seek(0,0)
print 'set of yyB.txt :',len(set(g))
Then I ran these 3 programs:
"merging regex.py"
#!/usr/bin/env python
from time import clock,mktime,strptime,strftime
from sets import Set
import re
infunc = []
def sorting_merge(o_file, c_file, m_file ):
infunc.append(clock()) #infunc[0]
pat = re.compile('([0123]\d/[01]\d/\d{2} [012]\d:[0-6]\d:[0-6]\d)')
output = Set()
def rmHead(filename, a_set):
f_n = open(filename, 'r')
f_n.readline()
head = []
for line in f_n:
head.append(line) # line of the header
if line.strip('= \r\n')=='': break
for line in f_n:
a_set.add(line.rstrip())
f_n.close()
return head
infunc.append(clock()) #infunc[1]
head = rmHead(o_file, output)
infunc.append(clock()) #infunc[2]
head = rmHead(c_file, output)
infunc.append(clock()) #infunc[3]
if '' in output: output.remove('')
infunc.append(clock()) #infunc[4]
output = [ (mktime(strptime(pat.search(line).group(),'%d/%m/%y %H:%M:%S')),line)
for line in output ]
infunc.append(clock()) #infunc[5]
output.sort()
infunc.append(clock()) #infunc[6]
fm = open(m_file,'w')
fm.write(strftime('On %d/%m/%y %H:%M:%S\n')+(''.join(head)))
for t,line in output:
fm.write(line + '\n')
fm.close()
infunc.append(clock()) #infunc[7]
c_f = "xxA.txt"
o_f = "yyB.txt"
t1 = clock()
sorting_merge(o_f, c_f, 'zz_mergedr.txt')
t2 = clock()
print 'merging regex'
print 'total time of execution :',t2-t1
print ' launching :',infunc[1] - t1
print ' preparation :',infunc[1] - infunc[0]
print ' reading of 1st file :',infunc[2] - infunc[1]
print ' reading of 2nd file :',infunc[3] - infunc[2]
print ' output.remove(\'\') :',infunc[4] - infunc[3]
print 'creation of list output :',infunc[5] - infunc[4]
print ' sorting of output :',infunc[6] - infunc[5]
print 'writing of merging file :',infunc[7] - infunc[6]
print 'closing of the function :',t2-infunc[7]
"merging split.py"
#!/usr/bin/env python
from time import clock,mktime,strptime,strftime
from sets import Set
infunc = []
def sorting_merge(o_file, c_file, m_file ):
infunc.append(clock()) #infunc[0]
output = Set()
def rmHead(filename, a_set):
f_n = open(filename, 'r')
f_n.readline()
head = []
for line in f_n:
head.append(line) # line of the header
if line.strip('= \r\n')=='': break
for line in f_n:
a_set.add(line.rstrip())
f_n.close()
return head
infunc.append(clock()) #infunc[1]
head = rmHead(o_file, output)
infunc.append(clock()) #infunc[2]
head = rmHead(c_file, output)
infunc.append(clock()) #infunc[3]
if '' in output: output.remove('')
infunc.append(clock()) #infunc[4]
output = [ (mktime(strptime(line.split('\t')[-2],'%d/%m/%y %H:%M:%S')),line)
for line in output ]
infunc.append(clock()) #infunc[5]
output.sort()
infunc.append(clock()) #infunc[6]
fm = open(m_file,'w')
fm.write(strftime('On %d/%m/%y %H:%M:%S\n')+(''.join(head)))
for t,line in output:
fm.write(line + '\n')
fm.close()
infunc.append(clock()) #infunc[7]
c_f = "xxA.txt"
o_f = "yyB.txt"
t1 = clock()
sorting_merge(o_f, c_f, 'zz_mergeds.txt')
t2 = clock()
print 'merging split'
print 'total time of execution :',t2-t1
print ' launching :',infunc[1] - t1
print ' preparation :',infunc[1] - infunc[0]
print ' reading of 1st file :',infunc[2] - infunc[1]
print ' reading of 2nd file :',infunc[3] - infunc[2]
print ' output.remove(\'\') :',infunc[4] - infunc[3]
print 'creation of list output :',infunc[5] - infunc[4]
print ' sorting of output :',infunc[6] - infunc[5]
print 'writing of merging file :',infunc[7] - infunc[6]
print 'closing of the function :',t2-infunc[7]
"merging killer"
#!/usr/bin/env python
from time import clock,strftime
from sets import Set
import re
infunc = []
def sorting_merge(o_file, c_file, m_file ):
infunc.append(clock()) #infunc[0]
patk = re.compile('([0123]\d)/([01]\d)/(\d{2}) ([012]\d:[0-6]\d:[0-6]\d)')
output = Set()
def rmHead(filename, a_set):
f_n = open(filename, 'r')
f_n.readline()
head = []
for line in f_n:
head.append(line) # line of the header
if line.strip('= \r\n')=='': break
for line in f_n:
a_set.add(line.rstrip())
f_n.close()
return head
infunc.append(clock()) #infunc[1]
head = rmHead(o_file, output)
infunc.append(clock()) #infunc[2]
head = rmHead(c_file, output)
infunc.append(clock()) #infunc[3]
if '' in output: output.remove('')
infunc.append(clock()) #infunc[4]
output = [ (patk.search(line).group(3,2,1,4),line)for line in output ]
infunc.append(clock()) #infunc[5]
output.sort()
infunc.append(clock()) #infunc[6]
fm = open(m_file,'w')
fm.write(strftime('On %d/%m/%y %H:%M:%S\n')+(''.join(head)))
for t,line in output:
fm.write(line + '\n')
fm.close()
infunc.append(clock()) #infunc[7]
c_f = "xxA.txt"
o_f = "yyB.txt"
t1 = clock()
sorting_merge(o_f, c_f, 'zz_mergedk.txt')
t2 = clock()
print 'merging killer'
print 'total time of execution :',t2-t1
print ' launching :',infunc[1] - t1
print ' preparation :',infunc[1] - infunc[0]
print ' reading of 1st file :',infunc[2] - infunc[1]
print ' reading of 2nd file :',infunc[3] - infunc[2]
print ' output.remove(\'\') :',infunc[4] - infunc[3]
print 'creation of list output :',infunc[5] - infunc[4]
print ' sorting of output :',infunc[6] - infunc[5]
print 'writing of merging file :',infunc[7] - infunc[6]
print 'closing of the function :',t2-infunc[7]
results
merging regex
total time of execution : 14.2816595405
launching : 0.00169211450059
preparation : 0.00168093989599
reading of 1st file : 0.163582242995
reading of 2nd file : 0.141301478261
output.remove('') : 2.37460347614e-05
creation of output : 13.4460212122
sorting of output : 0.216363532237
writing of merging file : 0.232923737514
closing of the function : 0.0797514767938
merging split
total time of execution : 13.7824474898
launching : 4.10666718815e-05
preparation : 2.70984161395e-05
reading of 1st file : 0.154349784679
reading of 2nd file : 0.136050810927
output.remove('') : 2.06730184981e-05
creation of output : 12.9691854691
sorting of output : 0.218704332534
writing of merging file : 0.225259076223
closing of the function : 0.0788362766776
merging killer
total time of execution : 2.14315311024
launching : 0.00206199391263
preparation : 0.00205026057781
reading of 1st file : 0.158711791582
reading of 2nd file : 0.138976601775
output.remove('') : 2.37460347614e-05
creation of output : 0.621466415424
sorting of output : 0.823161602941
writing of merging file : 0.227701565422
closing of the function : 0.171049393149
During killer program, sorting output takes 4 times longer , but time of creation of output as a list is divided by 21 !
Then globaly, the execution's time is reduced at least by 85 %.

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