I want to deal with those strings like:
"I will meet you at 1st."
"5th... OK, 5th?"
"today is 2nd\n"
"Aug.3rd"
To replace the "st|nd|rd|th" with other corresponsive string, actually are xml tags, I want to make those "1st, 2nd, 3rd, 4th" into superscript looks:
1<Font Script=”super”>rd</Font>
5<Font Script=”super”>th</Font> ... OK, 5<Font Script=”super”>th</Font>?
Like this
Use re module to identify the date patterns and replace them.
>>> re.sub(r"([0123]?[0-9])(st|th|nd|rd)",r"\1<sup>\2</sup>","Meet you on 5th")
'Meet you on 5<sup>th</sup>'
Regex demo: http://regexr.com/38lao
Related
it's my first time with regex and I have some issues, which hopefully you will help me find answers. Let's give an example of data:
chartData.push({
date: newDate,
visits: 9710,
color: "#016b92",
description: "9710"
});
var newDate = new Date();
newDate.setFullYear(
2007,
10,
1 );
Want I want to retrieve is to get the date which is the last bracket and the corresponding description. I have no idea how to do it with one regex, thus I decided to split it into two.
First part:
I retrieve the value after the description:. This was managed with the following code:[\n\r].*description:\s*([^\n\r]*) The output gives me the result with a quote "9710" but I can fairly say that it's alright and no changes are required.
Second part:
Here it gets tricky. I want to retrieve the values in brackets after the text newDate.setFullYear. Unfortunately, what I managed so far, is to only get values inside brackets. For that, I used the following code \(([^)]*)\) The result is that it picks all 3 brackets in the example:
"{
date: newDate,
visits: 9710,
color: "#016b92",
description: "9710"
}",
"()",
"2007,
10,
1 "
What I am missing is an AND operator for REGEX with would allow me to construct a code allowing retrieval of data in brackets after the specific text.
I could, of course, pick every 3rd result but unfortunately, it doesn't work for the whole dataset.
Does anyone of you know the way how to resolve the second part issue?
Thanks in advance.
You can use the following expression:
res = re.search(r'description: "([^"]+)".*newDate.setFullYear\((.*)\);', text, re.DOTALL)
This will return a regex match object with two groups, that you can fetch using:
res.groups()
The result is then:
('9710', '\n2007,\n10,\n1 ')
You can of course parse these groups in any way you want. For example:
date = res.groups()[1]
[s.strip() for s in date.split(",")]
==>
['2007', '10', '1']
import re
test = r"""
chartData.push({
date: 'newDate',
visits: 9710,
color: "#016b92",
description: "9710"
})
var newDate = new Date()
newDate.setFullYear(
2007,
10,
1);"""
m = re.search(r".*newDate\.setFullYear(\(\n.*\n.*\n.*\));", test, re.DOTALL)
print(m.group(1).rstrip("\n").replace("\n", "").replace(" ", ""))
The result:
(2007,10,1)
The AND part that you are referring to is not really an operator. The pattern matches characters from left to right, so after capturing the values in group 1 you cold match all that comes before you want to capture your values in group 2.
What you could do, is repeat matching all following lines that do not start with newDate.setFullYear(
Then when you do encounter that value, match it and capture in group 2 matching all chars except parenthesis.
\r?\ndescription: "([^"]+)"(?:\r?\n(?!newDate\.setFullYear\().*)*\r?\nnewDate\.setFullYear\(([^()]+)\);
Regex demo | Python demo
Example code
import re
regex = r"\r?\ndescription: \"([^\"]+)\"(?:\r?\n(?!newDate\.setFullYear\().*)*\r?\nnewDate\.setFullYear\(([^()]+)\);"
test_str = ("chartData.push({\n"
"date: newDate,\n"
"visits: 9710,\n"
"color: \"#016b92\",\n"
"description: \"9710\"\n"
"});\n"
"var newDate = new Date();\n"
"newDate.setFullYear(\n"
"2007,\n"
"10,\n"
"1 );")
print (re.findall(regex, test_str))
Output
[('9710', '\n2007,\n10,\n1 ')]
There is another option to get group 1 and the separate digits in group 2 using the Python regex PyPi module
(?:\r?\ndescription: "([^"]+)"(?:\r?\n(?!newDate\.setFullYear\().*)*\r?\nnewDate\.setFullYear\(|\G)\r?\n(\d+),?(?=[^()]*\);)
Regex demo
UPDATE: Regarding my 2nd question (how to convert string to date format in MySQL), I found a way and want to share it:
1) Save the "string date" data as VARCHAR (Don't use TEXT)
2) When showing MySQL data in PHP or other ways, use the function of str_to_date(string-date-column, date-format), such as the following example:
$sql = "SELECT * FROM yourtablename ORDER BY str_to_date(string-date-column, '%d %M %Y')";
I am using scrapy to collect data, write to database. From a website, the post date of each item is listed as following:
<p> #This is the last <p> within each <div>
<br>
[15 May 2015, #9789]
<br>
</p>
So the date is always behind a "[" and before a ",". I used the following xpath code to extract:
sel.xpath("p[last()]/text()[contains(., '[')]").extract()
But I will get the whole line:
[15 May 2015, #9789]
So, how to get only the part of "15 May 2015"? If this can be done, how to convert the scraped string (15 May 2015) as real DATE data, so it can be used for sorting? Thanks a bunch!
Regarding the first question, assuming that there is maximum one date at a time, you can use combination of XPath substring-after() and substring-before() functions to get 15 May 2015 part of the text node :
substring-before(substring-after(p[last()]/text()[contains(., '[')], '['), ',')
Regarding the second question, you can use datetime.strptime() to convert string to datetime :
import datetime
result = datetime.datetime.strptime("15 May 2015", "%d %b %Y")
print(result)
print(type(result))
output :
2015-05-15 00:00:00
<type 'datetime.datetime'>
A more "scrapic" approach would involve using the built-in regular expression support in the XPath expressions and/or .re().
This is with both applied:
In [1]: response.xpath("p[last()]/text()[re:test(., '\[\d+ \w+ \d{4}\, #\d+\]')]").re(r"\d+ \w+ \d{4}")
Out[1]: [u'15 May 2015']
Or, this is when you use .re() to extract the date locating the element as you did before:
In [2]: response.xpath("p[last()]/text()[contains(., '[')]").re(r"\d+ \w+ \d{4}")
Out[2]: [u'15 May 2015']
I am using this regular expression to replace all ocurrences of years of the form '85 with 1985 inside a string
import re
re.sub("'(\d\d)", "19\1", "Today '45")
but the result I get back is far from expected:
'Today 19\x01'
I would expect to get Today 1945. I am wondering what is the proper way to do it. Any help much appreciated.
Make the string a raw string
>>> re.sub(r"'(\d\d)", r"19\1", "Today '45")
'Today 1945'
Or as Avinash suggests, Use word boundaries \b. They are better as they would help you ignore digits that are not two digits, like 3456
>>> re.sub(r"'(\d{2})\b", r"19\1", "Today '45, '3456")
"Today 1945, '3456"
Reference the group with \g<1> instead of \1:
In [21]: re.sub("'(\d\d)", "19\g<1>", "Today '45")
Out[21]: 'Today 1945'
or use raw strings:
In [22]: re.sub("'(\d\d)", r"19\1", "Today '45")
Out[22]: 'Today 1945'
Your code isn't working, because Python interprets \1 as a character.
I need help in regex or Python to extract a substring from a set of string. The string consists of alphanumeric. I just want the substring that starts after the first space and ends before the last space like the example given below.
Example 1:
A:01 What is the date of the election ?
BK:02 How long is the river Nile ?
Results:
What is the date of the election
How long is the river Nile
While I am at it, is there an easy way to extract strings before or after a certain character? For example, I want to extract the date or day like from a string like the ones given in Example 2.
Example 2:
Date:30/4/2013
Day:Tuesday
Results:
30/4/2013
Tuesday
I have actually read about regex but it's very alien to me. Thanks.
I recommend using split
>>> s="A:01 What is the date of the election ?"
>>> " ".join(s.split()[1:-1])
'What is the date of the election'
>>> s="BK:02 How long is the river Nile ?"
>>> " ".join(s.split()[1:-1])
'How long is the river Nile'
>>> s="Date:30/4/2013"
>>> s.split(":")[1:][0]
'30/4/2013'
>>> s="Day:Tuesday"
>>> s.split(":")[1:][0]
'Tuesday'
>>> s="A:01 What is the date of the election ?"
>>> s.split(" ", 1)[1].rsplit(" ", 1)[0]
'What is the date of the election'
>>>
There's no need to dig into regex if this is all you need; you can use str.partition
s = "A:01 What is the date of the election ?"
before,sep,after = s.partition(' ') # could be, eg, a ':' instead
If all you want is the last part, you can use _ as a placeholder for 'don't care':
_,_,theReallyAwesomeDay = s.partition(':')
I have a list like this:
Tomato4439, >gi|224089052|ref|XP_002308615.1| predicted protein [Populus trichocarpa]
I want to strip the unwanted characters using python so the list would look like:
Tomato
Populus trichocarpa
I can do the following for the first one:
name = ">Tomato4439"
name = name.strip(">1234567890")
print name
Tomato
However, I am not sure what to do with the second one. Any suggestion would be appreciated.
given:
s='Tomato4439, >gi|224089052|ref|XP_002308615.1| predicted protein [Populus trichocarpa]'
this:
s = s.split()
[s[0].strip('0123456789,'), s[-2].replace('[',''), s[-1].replace(']','')]
will give you
['Tomato', 'Populus', 'trichocarpa']
It might be worth investigating regular expressions if you are going to do this frequently and the "rules" might not be that static as regular expressions are much more flexible dealing with the data in that case. For the sample problem you present though, this will work.
import re
a = "Tomato4439, >gi|224089052|ref|XP_002308615.1| predicted protein [Populus trichocarpa]"
re.sub(r"^([A-Za-z]+).+\[([^]]+)\]$", r"\1 \2", a)
This gives
'Tomato Populus trichocarpa'
If the strings you're trying to parse are consistent semantically, then your best option might be classifying the different "types" of strings you have, and then creating regular expressions to parse them using python's re module.
>>> import re
>>> line = "Tomato4439, >gi|224089052|ref|XP_002308615.1| predicted protein [Populus trichocarpa]"
>>> match = re.match("^([a-zA-Z]+).*\[([a-zA-Z ]+)\].*",line)
>>> match.groups()
('Tomato', 'Populus trichocarpa')
edited to not include the [] on the 2nd part... this should work for any thing that matches the pattern of your query (eg starts with name, ends with something in []) it would also match
"Tomato4439, >gi|224089052|ref|XP_002308615.1| predicted protein [Populus trichocarpa apples]" for example
Previous answers were simpler than mine, but:
Here is one way to print the stuff that you don't want.
tag = "Tomato4439, >gi|224089052|ref|XP_002308615.1| predicted protein [Populus trichocarpa]"
import re, os
find = re.search('>(.+?) \[', tag).group(1)
print find
Gives you
gi|224089052|ref|XP_002308615.1| predicted protein
Then you can use the replace function to remove that from the original string. And the translate function to remove the extra unwanted characters.
tag2 = tag.replace(find, "")
tag3 = str.translate(tag2, None, ">[],")
print tag3
Gives you
Tomato4439 Populus trichocarpa