I ran into a curious problem while parsing json objects in large text files, and the solution I found doesn't really make much sense. I was working with the following script. It copies bz2 files, unzips them, then parses each line as a json object.
import os, sys, json
# =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
# USER INPUT
# =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
args = sys.argv
extractDir = outputDir = ""
if (len(args) >= 2):
extractDir = args[1]
else:
extractDir = raw_input('Directory to extract from: ')
if (len(args) >= 3):
outputDir = args[2]
else:
outputDir = raw_input('Directory to output to: ')
# =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
# RETRIEVE FILE
# =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
tweetModel = [u'id', u'text', u'lang', u'created_at', u'retweeted', u'retweet_count', u'in_reply_to_user_id', u'coordinates', u'place', u'hashtags', u'in_reply_to_status_id']
filenames = next(os.walk(extractDir))[2]
for file in filenames:
if file[-4:] != ".bz2":
continue
os.system("cp " + extractDir + '/' + file + ' ' + outputDir)
os.system("bunzip2 " + outputDir + '/' + file)
# =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
# PARSE DATA
# =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
input = open (outputDir + '/' + file[:-4], 'r')
output = open (outputDir + '/p_' + file[:-4], 'w+')
for line in input.readlines():
try:
tweet = json.loads(line)
for field in enumerate(tweetModel):
if tweet.has_key(field[1]) and tweet[field[1]] != None:
if field[0] != 0:
output.write('\t')
fieldData = tweet[field[1]]
if not isinstance(fieldData, unicode):
fieldData = unicode(str(fieldData), "utf-8")
output.write(fieldData.encode('utf8'))
else:
output.write('\t')
except ValueError as e:
print ("Parse Error: " + str(e))
print line
line = input.readline()
quit()
continue
print "Success! " + str(len(line))
input.flush()
output.write('\n')
# =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
# REMOVE OLD FILE
# =-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=
os.system("rm " + outputDir + '/' + file[:-4])
While reading in certain lines in the for line in input.readlines(): loop, the lines would occasionally be truncated at inconsistent locations. Since the newline character was truncated as well, it would keep reading until it found the newline character at the end of the next json object. The result was an incomplete json object followed by a complete json object, all considered one line by the parser. I could not find the reason for this issue, but I did find that changing the loop to
filedata = input.read()
for line in filedata.splitlines():
worked. Does anyone know what is going on here?
After looking at the source code for file.readlines and string.splitlines I think I see whats up. Note: This is python 2.7 source code so if you're using another version... maybe this answer pertains maybe not.
readlines uses the function Py_UniversalNewlineFread to test for a newline splitlines uses a constant STRINGLIB_ISLINEBREAK that just tests for \n or \r. I would suspect Py_UniversalNewlineFread is picking up some character in the file stream as linebreak when its not really intended as a line break, could be from the encoding.. I don't know... but when you just dump all that same data to a string the splitlines checks it against \r and \n theres no match so splitlines moves on until the real line break is encountered and you get your intended line.
Related
I am trying to replace a line when a pattern (only one pattern I have in that file) found with the below code, but it replaced whole content of the file.
Could you please advise or any better way with pathlib ?
import datetime
def insert_timestamp():
""" To Update the current date in DNS files """
pattern = '; serial number'
current_day = datetime.datetime.today().strftime('%Y%m%d')
subst = "\t" + str(current_day) + "01" + " ; " + pattern
print(current_day)
with open(lab_net_file, "w+") as file:
for line in file:
file.write(line if pattern not in line else line.replace(pattern, subst))
lab_net_file = '/Users/kams/nameserver/10_15'
insert_timestamp()
What you would want to do is read the file, replace the pattern, and write to it again like this:
with open(lab_net_file, "r") as file:
read = file.read()
read = read.replace(pattern, subst)
with open(lab_net_file, "w") as file:
file.write(read)
The reason that you don't need to use if/else is because if there is no pattern inside read, then .replace won't do anything, and you don't need to worry about it. If pattern is inside read, then .replace will replace it throughout the entire string.
I am able to get the output I wanted with this block of code.
def insert_timestamp(self):
""" To Update the current date in DNS files """
pattern = re.compile(r'\s[0-9]*\s;\sserial number')
current_day = datetime.datetime.today().strftime('%Y%m%d')
subst = "\t" + str(current_day) + "01" + " ; " + 'serial number'
with open(lab_net_file, "r") as file:
reading_file = file.read()
pattern = pattern.search(reading_file).group()
reading_file = reading_file.replace(pattern, subst)
with open(lab_net_file, "w") as file:
file.write(reading_file)
Thank you #Timmy
I am trying to replace a string in a file.
Below code is simply modifying certain substrings within the bigger string from the file. Any ideas on how I can actually replace line with current_line in the filename?
from sys import *
import os
import re
import datetime
import fileinput
script, filename = argv
userhome = os.path.expanduser('~')
username = os.path.split(userhome)[-1]
print "\n"
print "User: " + username
today = datetime.date.today().strftime("%Y/%m/%d")
time = datetime.datetime.now().strftime("%H:%M:%S")
print "Date: " + str(today)
print "Current time: " + str(time)
print "Filename: %s\n" % filename
def replace_string():
found = False
with open(filename, 'r+') as f:
for line in f:
if re.search("CVS Header", line):
print line
####################################################################################
# Below logic: #
# if length of revision number is 4 characters (e.g. 1.15) then increment by 0.01 #
# else if it is 3 characters (e.g. 1.5) then increment by 0.1 #
####################################################################################
if len(line.split("$Revision: ")[1].split()[0]) == 4:
new_line = str.replace(line, line.split("$Revision: ")[1].split()[0], str(float(line.split("$Revision: ")[1].split()[0]) + 0.01))
elif len(line.split("$Revision: ")[1].split()[0]) == 3:
new_line = str.replace(line, line.split("$Revision: ")[1].split()[0], str(float(line.split("$Revision: ")[1].split()[0]) + 0.1))
###
###
newer_line = str.replace(new_line, line.split("$Author: ")[1].split()[0], username)
newest_line = str.replace(newer_line, line.split("$Date: ")[1].split()[0], today)
current_line = str.replace(newest_line, line.split("$Date: ")[1].split()[1], time)
print current_line
found = True
if not found:
print "No CVS Header exists in %s" % filename
if __name__ == "__main__":
replace_string()
I tried adding something like..
f.write(f.replace(line, current_line))
but this just clears all the contents out of the file and leaves it blank so obviously that is incorrect.
The fileinput provides a way to edit a file in place. If you use the inplace parameter the file is moved to a backup file and standard output is directed to the input file.
import fileinput
def clause(line):
return len(line) < 5
for line in fileinput.input('file.txt', inplace=1):
if clause(line):
print '+ ' + line[:-1]
fileinput.close()
Trying to apply this idea to your example, it could be something like this:
def replace_string():
found = False
for line in fileinput.input(filename, inplace=1): # <-
if re.search("CVS Header", line):
#print line
####################################################################################
# Below logic: #
# if length of revision number is 4 characters (e.g. 1.15) then increment by 0.01 #
# else if it is 3 characters (e.g. 1.5) then increment by 0.1 #
####################################################################################
if len(line.split("$Revision: ")[1].split()[0]) == 4:
new_line = str.replace(line, line.split("$Revision: ")[1].split()[0], str(float(line.split("$Revision: ")[1].split()[0]) + 0.01))
elif len(line.split("$Revision: ")[1].split()[0]) == 3:
new_line = str.replace(line, line.split("$Revision: ")[1].split()[0], str(float(line.split("$Revision: ")[1].split()[0]) + 0.1))
###
###
newer_line = str.replace(new_line, line.split("$Author: ")[1].split()[0], username)
newest_line = str.replace(newer_line, line.split("$Date: ")[1].split()[0], today)
current_line = str.replace(newest_line, line.split("$Date: ")[1].split()[1], time)
print current_line[:-1] # <-
found = True
else:
print line[:-1] # <- keep original line otherwise
fileinput.close() # <-
if not found:
print "No CVS Header exists in %s" % filename
The solution proposed by user2040251 is the correct way, and the way used but all text editors I know. The reason is that in case of a major problem when writing the file, you keep the previous version unmodified until the new version is ready.
But of course if you want you can edit in place, if you accept the risk of completely losing the file in case of crash - it can be acceptable for a file under version control since you can always get previous commited version.
The principle is then a read before write, ensuring that you never write something that you have not still read.
At the simplest level, you load everything in memory with readlines, replace the line rewind the file the the correct position (or to the beginning) and write it back.
Edit : here is a simple implementation when all lines can be loaded in memory :
fd = open(filename, "r+")
lines = fd.readlines()
for i, line in enumerate(lines):
# test if line if the searched line
if found :
lines[i] = replacement_line
break
fd.seek(0)
fd.writelines()
It could be done even for a big file using readlines(16384) for example instead of readlines() to read by chunks of little more than 16K, and always reading one chunk before writing previous, but it is really much more complicated and anyway you should use a backup file when processing big files.
You can create another file and write the output to it. After that, you can just remove the original file and rename the new file.
I'm in trouble here. I need to read a file. Txt file that contains a sequence of records, check the records that I want to copy them to a new file.
The file content is like this (this is just an example, the original file has more than 30 000 lines):
AAAAA|12|120 #begin file
00000|46|150 #begin register
03000|TO|460
99999|35|436 #end register
00000|46|316 #begin register
03000|SP|467
99999|33|130 #end register
00000|46|778 #begin register
03000|TO|478
99999|33|457 #end register
ZZZZZ|15|111 #end file
The records that begin with 03000 and have the characters 'TO' must be written to a new file. Based on the example, the file should look like this:
AAAAA|12|120 #begin file
00000|46|150 #begin register
03000|TO|460
99999|35|436 #end register
00000|46|778 #begin register
03000|TO|478
99999|33|457 #end register
ZZZZZ|15|111 #end file
Code:
file = open("file.txt",'r')
newFile = open("newFile.txt","w")
content = file.read()
file.close()
# here I need to check if the record exists 03000 characters 'TO', if it exists, copy the recordset 00000-99999 for the new file.
I did multiple searches and found nothing to help me.
Thank you!
with open("file.txt",'r') as inFile, open("newFile.txt","w") as outFile:
outFile.writelines(line for line in inFile
if line.startswith("03000") and "TO" in line)
If you need the previous and the next line, then you have to iterate inFile in triads. First define:
def gen_triad(lines, prev=None):
after = current = next(lines)
for after in lines:
yield prev, current, after
prev, current = current, after
And then do like before:
outFile.writelines(''.join(triad) for triad in gen_triad(inFile)
if triad[1].startswith("03000") and "TO" in triad[1])
import re
pat = ('^00000\|\d+\|\d+.*\n'
'^03000\|TO\|\d+.*\n'
'^99999\|\d+\|\d+.*\n'
'|'
'^AAAAA\|\d+\|\d+.*\n'
'|'
'^ZZZZZ\|\d+\|\d+.*')
rag = re.compile(pat,re.MULTILINE)
with open('fifi.txt','r') as f,\
open('newfifi.txt','w') as g:
g.write(''.join(rag.findall(f.read())))
For files with additional lines between lines beginning with 00000, 03000 and 99999, I didn't find simpler code than this one:
import re
pat = ('(^00000\|\d+\|\d+.*\n'
'(?:.*\n)+?'
'^99999\|\d+\|\d+.*\n)'
'|'
'(^AAAAA\|\d+\|\d+.*\n'
'|'
'^ZZZZZ\|\d+\|\d+.*)')
rag = re.compile(pat,re.MULTILINE)
pit = ('^00000\|.+?^03000\|TO\|\d+.+?^99999\|')
rig = re.compile(pit,re.DOTALL|re.MULTILINE)
def yi(text):
for g1,g2 in rag.findall(text):
if g2:
yield g2
elif rig.match(g1):
yield g1
with open('fifi.txt','r') as f,\
open('newfifi.txt','w') as g:
g.write(''.join(yi(f.read())))
file = open("file.txt",'r')
newFile = open("newFile.txt","w")
content = file.readlines()
file.close()
newFile.writelines(filter(lambda x:x.startswith("03000") and "TO" in x,content))
This seems to work. The other answers seem to only be writing out records that contain '03000|TO|' but you have to write out the record before and after that as well.
import sys
# ---------------------------------------------------------------
# ---------------------------------------------------------------
# import file
file_name = sys.argv[1]
file_path = 'C:\\DATA_SAVE\\pick_parts\\' + file_name
file = open(file_path,"r")
# ---------------------------------------------------------------
# create output files
output_file_path = 'C:\\DATA_SAVE\\pick_parts\\' + file_name + '.out'
output_file = open(output_file_path,"w")
# create output files
# ---------------------------------------------------------------
# process file
temp = ''
temp_out = ''
good_write = False
bad_write = False
for line in file:
if line[:5] == 'AAAAA':
temp_out += line
elif line[:5] == 'ZZZZZ':
temp_out += line
elif good_write:
temp += line
temp_out += temp
temp = ''
good_write = False
elif bad_write:
bad_write = False
temp = ''
elif line[:5] == '03000':
if line[6:8] != 'TO':
temp = ''
bad_write = True
else:
good_write = True
temp += line
temp_out += temp
temp = ''
else:
temp += line
output_file.write(temp_out)
output_file.close()
file.close()
Output:
AAAAA|12|120 #begin file
00000|46|150 #begin register
03000|TO|460
99999|35|436 #end register
00000|46|778 #begin register
03000|TO|478
99999|33|457 #end register
ZZZZZ|15|111 #end file
Does it have to be python? These shell commands would do the same thing in a pinch.
head -1 inputfile.txt > outputfile.txt
grep -C 1 "03000|TO" inputfile.txt >> outputfile.txt
tail -1 inputfile.txt >> outputfile.txt
# Whenever I have to parse text files I prefer to use regular expressions
# You can also customize the matching criteria if you want to
import re
what_is_being_searched = re.compile("^03000.*TO")
# don't use "file" as a variable name since it is (was?) a builtin
# function
with open("file.txt", "r") as source_file, open("newFile.txt", "w") as destination_file:
for this_line in source_file:
if what_is_being_searched.match(this_line):
destination_file.write(this_line)
and for those who prefer a more compact representation:
import re
with open("file.txt", "r") as source_file, open("newFile.txt", "w") as destination_file:
destination_file.writelines(this_line for this_line in source_file
if re.match("^03000.*TO", this_line))
code:
fileName = '1'
fil = open(fileName,'r')
import string
##step 1: parse the file.
parsedFile = []
for i in fil:
##tuple1 = (1,2,3)
firstPipe = i.find('|')
secondPipe = i.find('|',firstPipe+1)
tuple1 = (i[:firstPipe],\
i[firstPipe+1:secondPipe],\
i[secondPipe+1:i.find('\n')])
parsedFile.append(tuple1)
fil.close()
##search criterias:
searchFirst = '03000'
searchString = 'TO' ##can be changed if and when required
##step 2: used the parsed contents to write the new file
filout = open('newFile','w')
stringToWrite = parsedFile[0][0] + '|' + parsedFile[0][1] + '|' + parsedFile[0][2] + '\n'
filout.write(stringToWrite) ##to write the first entry
for i in range(1,len(parsedFile)):
if parsedFile[i][1] == searchString and parsedFile[i][0] == searchFirst:
for j in range(-1,2,1):
stringToWrite = parsedFile[i+j][0] + '|' + parsedFile[i+j][1] + '|' + parsedFile[i+j][2] + '\n'
filout.write(stringToWrite)
stringToWrite = parsedFile[-1][0] + '|' + parsedFile[-1][1] + '|' + parsedFile[-1][2] + '\n'
filout.write(stringToWrite) ##to write the first entry
filout.close()
I know that this solution may be a bit long. But it is quite easy to understand. And it seems an intuitive way to do it. And I have already checked this with the Data that you have provided and it works perfectly.
Please tell me if you need some more explanation on the code. I will definitely add the same.
I tip (Beasley and Joran elyase) very interesting, but it only allows to get the contents of the line 03000. I would like to get the contents of the lines 00000 to line 99999.
I even managed to do here, but I am not satisfied, I wanted to make a more cleaner.
See how I did:
file = open(url,'r')
newFile = open("newFile.txt",'w')
lines = file.readlines()
file.close()
i = 0
lineTemp = []
for line in lines:
lineTemp.append(line)
if line[0:5] == '03000':
state = line[21:23]
if line[0:5] == '99999':
if state == 'TO':
newFile.writelines(lineTemp)
else:
linhaTemp = []
i = i+1
newFile.close()
Suggestions...
Thanks to all!
I am working on a fairly basic encoder/decoder where you can input your own text file (as a string) and your own encoder (also as a string: it must be a text file).
Here is my decoder function:
def cDecode(file_name, encoder='standard_encoder.txt', save_new=True): # does not decode multi-lines correctly -- everything goes on a single line. See next comment
'''Decodes <'file_name'> with the reverse method of <'encoder'>.'''
if type(file_name) != str or type(encoder) != str: raise TypeError("<'file_name'> and <'encoder'> must be of type <'str'>.")
if type(save_new) != bool: raise TypeError("<'save_new'> must be of type <'bool'>.")
if file_name[-4:] != '.txt': file_name += '.txt'
if encoder[-4:] != '.txt': encoder += '.txt'
decoder_set = {}
try:
with open(encoder, 'r') as encoding_file:
for line in encoding_file:
line_parts = line.split(': ')
my_key, my_value = line_parts[1], line_parts[0]
I think the error is in here:
I have to remove the '\n' because every character (in the decoding file) is on a new line, like such: 'A: Ð'.
if '\n' in my_key:
loc = my_key.find('\n') # this may be the cause of the single-line of the decoding.
my_key = my_key[:loc] + my_key[loc + 1:]
decoder_set[my_key] = my_value
encoding_file.close()
except IOError:
encoder = 'standard_encoder.txt'
with open(encoder, 'r') as encoding_file:
for line in encoding_file:
line_parts = line.split(': ')
my_key, my_value = line_parts[1], line_parts[0]
# every key has a new line character automatically because it's on a different line
if '\n' in my_key:
loc = my_key.find('\n')
my_key = my_key[:loc] + my_key[loc + 1:]
decoder_set[my_key] = my_value
encoding_file.close()
decodingKeys = decoder_set.keys()
Here is the rest of the function:
if save_new:
try:
decoded_file_name = file_name[:-12] + '_decoded' + file_name[-4:]
encoded_file = open(decoded_file_name, 'a+')
with open(file_name, 'r') as my_file:
for line in my_file:
de_line = ''
for char in line:
if char in decodingKeys: de_char = decoder_set[char]
else: de_char = char
de_line += de_char
encoded_file.write(de_line)
except IOError:
raise NameError(file_name + ' was not found. Decoding process terminated.')
else:
try:
import os
encoded_file = file_name[:-12] + '_decoded' + file_name[-4:]
with open(file_name, 'r+') as my_file:
for line in my_file:
de_line = ''
for char in line:
if char in decodingKeys: en_char = decoding_set[char]
else: de_char = char
de_line += de_char
encoded_file.write(de_line)
os.remove(file_name)
os.rename(encoded_file, file_name)
except IOError:
raise NameError(file_name + ' was not found. Decoding process terminated.')
Say I have a multi-line text-file:
This is a test.
As is this one.
Good bye!
When encoded and then decoded afterward, it shows up like this: This is a test.As is this one.Good bye!.
How can I fix this? I'm expecting it to show up like:
This is a test.
As is this one.
Good bye!
Thanks!
Add a '\n' while writing back the line to file:
encoded_file.write(de_line+'\n')
I am using Python 2.7.9. I'm working on a program that is supposed to produce the following output in a .csv file per loop:
URL,number
Here's the main loop of the code I'm using:
csvlist = open(listfile,'w')
f = open(list, "r")
def hasQuality(item):
for quality in qualities:
if quality in item:
return True
return False
for line in f:
line = line.split('\n')
line = line[0]
# print line
itemname = urllib.unquote(line).decode('utf8')
# print itemhash
if hasQuality(itemname):
try:
looptime = time.time()
url = baseUrl + line
results = json.loads(urlopen(url).read())
# status = results.status_code
content = results
if 'median_price' in content:
medianstr = str(content['median_price']).replace('$','')
medianstr = medianstr.replace('.','')
median = float(medianstr)
volume = content['volume']
print url+'\n'+itemname
print 'Median: $'+medianstr
print 'Volume: '+str(volume)
if (median > minprice) and (volume > minvol):
csvlist.write(line + ',' + medianstr + '\n')
print '+ADDED TO LIST'
else:
print 'No median price given for '+itemname+'.\nGiving up on item.'
print "Finished loop in " + str(round(time.time() - looptime,3)) + " seconds."
except ValueError:
print "we blacklisted fool?? cause we skippin beats"
else:
print itemname+'is a commodity.\nGiving up on item.'
csvlist.close()
f.close()
print "Finished script in " + str(round(time.time() - runtime, 3)) + " seconds."
It should be generating a list that looks like this:
AWP%20%7C%20Asiimov%20%28Field-Tested%29,3911
M4A1-S%20%7C%20Hyper%20Beast%20%28Field-Tested%29,4202
But it's actually generating a list that looks like this:
AWP%20%7C%20Asiimov%20%28Field-Tested%29
,3911
M4A1-S%20%7C%20Hyper%20Beast%20%28Field-Tested%29
,4202
Whenever it is ran on a Windows machine, I have no issue. Whenever I run it on my EC2 instance, however, it adds that extra newline. Any ideas why? Running commands on the file like
awk 'NR%2{printf $0" ";next;}1' output.csv
do not do anything. I have transferred it to my Windows machine and it still reads the same. However, when I paste the output into Steam's chat client it concatenates it in the way that I want.
Thanks in advance!
This is where the problem occurs
code:
csvlist.write(line + ',' + medianstr + '\n')
This can be cleared is you strip the space
modified code:
csvlist.write(line.strip() + ',' + medianstr + '\n')
Problem:
The problem is due to the fact you are reading raw lines from the input file
Raw_lines contain \n to indicate there is a new line for every line which is not the last and for the last line it just ends with the given character .
for more details:
Just type print(repr(line)) before writing and see the output