I am trying to do a Python Split but there seems to be a problem with my logic.
I have some data, separated with a semicolon. Some example of my data would be like:
89;50;20
40
I only want to retrieve one value from each row. Like for example in row 1, i only want the last value which is 20, and i want 40 from the second row.
I tried using the following code:
fields = fields.split(";")[-1]
It works for the first row, i got 20. but i am unable to get the data from second row as it has only one element in the split.
Then I tried using an if-else condition like below but the code is unable to run.
if (len(fields.split(";")) > 0):
fields = fields.split(";")[-1]
else:
pass
Anybody knows how to deal with this problem ? What I am achieve is that if there is only 1 value in that row I will read it. If there is more than one value, I split it and take the last value.
Use strip to normalize input, the problem is there is an extra ; for one number situation, so we should remove it first.
In [1]: def lnum(s):
...: return s.strip(';').split(';')[-1]
...:
In [2]: lnum('89;50;20')
Out[2]: '20'
In [3]: lnum('89;')
Out[3]: '89'
In [5]: lnum('10;')
Out[5]: '10'
So, if you see when you split the string - '40;' using semicolon (;), you get a list of two strings - ['40', '']. So, fields.split(";")[-1] returns an empty string for the input '40;'.
So, either you strip the last semicolon ; before splitting as follows.
print('40;'.rstrip(';').split(';')[-1])
OR, you can do:
fields = '40;'.split(';')
if fields[-1]:
print(fields[-1])
else:
print(fields[-2])
I prefer the first approach than the if/else approach. Also, have a look at the .strip(), .lstrip(), .rstrip() functions.
Another way is to use re module.
from re import findall
s1 = '80;778;20'
s2 = '40'
res1 = findall( '\d+', s1)
res2 = findall( '\d+', s2)
print res1[-1]
print res2[-1]
Related
Have a scenario where I wanted to split a string partially and pick up the 1st portion of the string.
Say String could be like aloha_maui_d0_b0 or new_york_d9_b10. Note: After d its numerical and it could be any size.
I wanted to partially strip any string before _d* i.e. wanted only _d0_b0 or _d9_b10.
Tried below code, but obviously it removes the split term as well.
print(("aloha_maui_d0_b0").split("_d"))
#Output is : ['aloha_maui', '0_b0']
#But Wanted : _d0_b0
Is there any other way to get the partial portion? Do I need to try out in regexp?
How about just
stArr = "aloha_maui_d0_b0".split("_d")
st2 = '_d' + stArr[1]
This should do the trick if the string always has a '_d' in it
You can use index() to split in 2 parts:
s = 'aloha_maui_d0_b0'
idx = s.index('_d')
l = [s[:idx], s[idx:]]
# l = ['aloha_maui', '_d0_b0']
Edit: You can also use this if you have multiple _d in your string:
s = 'aloha_maui_d0_b0_d1_b1_d2_b2'
idxs = [n for n in range(len(s)) if n == 0 or s.find('_d', n) == n]
parts = [s[i:j] for i,j in zip(idxs, idxs[1:]+[None])]
# parts = ['aloha_maui', '_d0_b0', '_d1_b1', '_d2_b2']
I have two suggestions.
partition()
Use the method partition() to get a tuple containing the delimiter as one of the elements and use the + operator to get the String you want:
teste1 = 'aloha_maui_d0_b0'
partitiontest = teste1.partition('_d')
print(partitiontest)
print(partitiontest[1] + partitiontest[2])
Output:
('aloha_maui', '_d', '0_b0')
_d0_b0
The partition() methods returns a tuple with the first element being what is before the delimiter, the second being the delimiter itself and the third being what is after the delimiter.
The method does that to the first case of the delimiter it finds on the String, so you can't use it to split in more than 3 without extra work on the code. For that my second suggestion would be better.
replace()
Use the method replace() to insert an extra character (or characters) right before your delimiter (_d) and use these as the delimiter on the split() method.
teste2 = 'new_york_d9_b10'
replacetest = teste2.replace('_d', '|_d')
print(replacetest)
splitlist = replacetest.split('|')
print(splitlist)
Output:
new_york|_d9_b10
['new_york', '_d9_b10']
Since it replaces all cases of _d on the String for |_d there is no problem on using it to split in more than 2.
Problem?
A situation to which you may need to be careful would be for unwanted splits because of _d being present in more places than anticipated.
Following the apparent logic of your examples with city names and numericals, you might have something like this:
teste3 = 'rio_de_janeiro_d3_b32'
replacetest = teste3.replace('_d', '|_d')
print(replacetest)
splitlist = replacetest.split('|')
print(splitlist)
Output:
rio|_de_janeiro|_d3_b32
['rio', '_de_janeiro', '_d3_b32']
Assuming you always have the numerical on the end of the String and _d won't happen inside the numerical, rpartition() could be a solution:
rpartitiontest = teste3.rpartition('_d')
print(rpartitiontest)
print(rpartitiontest[1] + rpartitiontest[2])
Output:
('rio_de_janeiro', '_d', '3_b32')
_d3_b32
Since rpartition() starts the search on the String's end and only takes the first match to separate the terms into a tuple, you won't have to worry about the first term (city's name?) causing unexpected splits.
Use regex's split and keep delimiters capability:
import re
patre = re.compile(r"(_d\d)")
#👆 👆
#note the surrounding parenthesises - they're what drives "keep"
for line in """aloha_maui_d0_b0 new_york_d9_b10""".split():
parts = patre.split(line)
print("\n", line)
print(parts)
p1, p2 = parts[0], "".join(parts[1:])
print(p1, p2)
output:
aloha_maui_d0_b0
['aloha_maui', '_d0', '_b0']
aloha_maui _d0_b0
new_york_d9_b10
['new_york', '_d9', '_b10']
new_york _d9_b10
credit due: https://stackoverflow.com/a/15668433
Let's say we have this data extract:
ID,from,to,type,duration
1,paris,berlin,member,12
2,berlin,paris,member,12
3,paris,madrid,non-member,10
I want to retrieve the line when from = paris, and type = member.
Which means in this example I have only:
1,paris,berlin,member,12
That satisfy these rules. I am trying to do this with Regex only. I am still learning and I could only get this:
^.*(paris).*(member).*$
However, this will give me also the second line where paris is a destination.
The idea I guess is to:
Divide the line by commas.
Check if the second item is equal to 'paris'
Check if the fourth item is equal to 'member', or even check if there is 'member' in that line as there is no confusion with this part.
Any solution where I can use only regex?
Use [^,]* instead of .* to match a sequence of characters that doesn't include the comma separator. Use this for each field you want to skip when matching the line.
^[^,]*,paris,[^,]*,member,
Note that this is a very fragile mechanism compared to use the csv module, since it will break if you have any fields that contain comma (the csv module understands quoting a field to protect the delimiter).
This should do it:
^.*,(paris),.*,(member),.*$
As many have pointed out, I would read this into a dictionary using csv. However, if you insist on using regex, this should work:
[0-9]+\,paris.*[^-]member.*
try this.
import re
regex = r"\d,paris,\w+,member,\d+"
str = """ID,from,to,type,duration
1,paris,berlin,member,12
2,berlin,paris,member,12
3,paris,madrid,non-member,10"""
str = str.split("\n")
for line in str:
if (re.match(regex, line)):
print(line)
You can try this:
import re
s = """
ID,from,to,type,duration
1,paris,berlin,member,12
2,berlin,paris,member,12
3,paris,madrid,non-member,10
"""
final_data = re.findall('\d+,paris,\w+,member,\d+', s)
Output:
['1,paris,berlin,member,12']
However, note that the best solution is to read the file and use a dictionary:
import csv
l = list(csv.reader(open('filename.csv')))
final_l = [dict(zip(l[0], i)) for i in l[1:]]
final_data = [','.join(i[b] for b in l[0]) for i in final_l if i['from'] == 'paris' and i['type'] == 'member']
My intention was use the index method to search for either a colon (:) or a equal sign (=) in the string and print everything after that character but I realized it's not syntactically possible as it's written below with the OR statement. So is there another way to write this piece of code? (I wasn't able to come up with a simple way to write this without getting into loops and if statements)
l='Name = stack'
pos=l.index(':' or '=')
print (' '.join(l[pos+1:-1].split())) #this just gets rid of the whitespaces
Assuming your example as above, the long way (explanation of each piece below):
pos = max(l.find(':'), l.find('='), 0)
print(l[pos:].strip())
Here's a way to shorten it to one line, with an explanation of each part in the order it's evaluated in.
print(l[max(l.find(':'),l.find('='),0):].strip())
#--------------- Breakdown
# max -> highest of values; find returns -1 if it isn't there.
# using a 0 at the end means if ':'/'=' aren't in the string, print the whole thing.
# l.find(),l.find() -> check the two characters, using the higher due to max()
# l[max():] -> use that higher value until the end (implied with empty :])
# .strip() -> remove whitespace
import re
l='Name = stack'
print(re.split(':|=', l)[-1])
Regular expression split on either character, then take the last result.
You didn't mention if there was guaranteed to be one or the other separator and not both, always a separator, not more than one separator... this might not do what you want, depending.
You should limit the number of splits to one, using maxsplit in re.split():
import re
s1 = 'name1 = x1 and noise:noise=noise'
s2 = 'name2: x2 and noise:noise=noise'
print(re.split(':|=', s1, maxsplit=1)[-1].strip())
print(re.split(':|=', s2, maxsplit=1)[-1].strip())
Output:
x1 and noise:noise=noise
x2 and noise:noise=noise
I am trying to do something which I thought would be simple (and probably is), however I am hitting a wall. I have a string that contains document numbers. In most cases the format is ######-#-### however in some cases, where the single digit should be, there are multiple single digits separated by a comma (i.e. ######-#,#,#-###). The number of single digits separated by a comma is variable. Below is an example:
For the string below:
('030421-1,2-001 & 030421-1-002,030421-1,2,3-002, 030421-1-003')
I need to return:
['030421-1-001', '030421-2-001' '030421-1-002', '030421-1-002', '030421-2-002', '030421-3-002' '030421-1-003']
I have only gotten as far as returning the strings that match the ######-#-### pattern:
import re
p = re.compile('\d{6}-\d{1}-\d{3}')
m = p.findall('030421-1,2-001 & 030421-1-002,030421-1,2,3-002, 030421-1-003')
print m
Thanks in advance for any help!
Matt
Perhaps something like this:
>>> import re
>>> s = '030421-1,2-001 & 030421-1-002,030421-1,2,3-002, 030421-1-003'
>>> it = re.finditer(r'(\b\d{6}-)(\d(?:,\d)*)(-\d{3})\b', s)
>>> for m in it:
a, b, c = m.groups()
for x in b.split(','):
print a + x + c
...
030421-1-001
030421-2-001
030421-1-002
030421-1-002
030421-2-002
030421-3-002
030421-1-003
Or using a list comprehension
>>> [a+x+c for a, b, c in (m.groups() for m in it) for x in b.split(',')]
['030421-1-001', '030421-2-001', '030421-1-002', '030421-1-002', '030421-2-002', '030421-3-002', '030421-1-003']
Use '\d{6}-\d(,\d)*-\d{3}'.
* means "as many as you want (0 included)".
It is applied to the previous element, here '(,\d)'.
I wouldn't use a single regular expression to try and parse this. Since it is essentially a list of strings, you might find it easier to replace the "&" with a comma globally in the string and then use split() to put the elements into a list.
Doing a loop of the list will allow you to write a single function to parse and fix the string and then you can push it onto a new list and the display your string.
replace(string, '&', ',')
initialList = string.split(',')
for item in initialList:
newItem = myfunction(item)
newList.append(newItem)
newstring = newlist(join(','))
(\d{6}-)((?:\d,?)+)(-\d{3})
We take 3 capturing groups. We match the first part and last part the easy way. The center part is optionally repeated and optionally contains a ','. Regex will however only match the last one, so ?: won't store it at all. What where left with is the following result:
>>> p = re.compile('(\d{6}-)((?:\d,?)+)(-\d{3})')
>>> m = p.findall('030421-1,2-001 & 030421-1-002,030421-1,2,3-002, 030421-1-003')
>>> m
[('030421-', '1,2', '-001'), ('030421-', '1', '-002'), ('030421-', '1,2,3', '-002'), ('030421-', '1', '-003')]
You'll have to manually process the 2nd term to split them up and join them, but a list comprehension should be able to do that.
s = 'myName.Country.myHeight'
required = s.split('.')[0]+'.'+s.split('.')[1]
print required
myName.Country
How can I get the same 'required' string with better and shorter way?
Use str.rpartition like this
s = 'myName.Country.myHeight'
print s.rpartition(".")[0]
# myName.Country
rpartition returns a three element tuple,
1st element being the string before the separator
then the separator itself
and the the string after the separator
So, in our case,
s = 'myName.Country.myHeight'
print s.rpartition(".")
# ('myName.Country', '.', 'myHeight')
And we have picked only the first element.
Note: If you want to do it from the left, instead of doing it from the right, we have a sister function called str.partition.
You have a few options.
1
print s.rsplit('.',1)[0]
2
print s[:s.rfind('.')]
3
print s.rpartition('.')[0]
Well, that seems just fine to me... But here are a few other ways I can think of :
required = ".".join(s.split(".")[0:2]) // only one split
// using regular expressions
import re
required = re.sub(r"\.[^\.]$", "", s)
The regex only works if there are no dots in the last part you want to split off.