Python: UserWarning: This pattern has match groups. To actually get the groups, use str.extract
At least one of the regex patterns in urls
must use a capturing group.
str.contains
only returns True or False for each row in df['event_time']
--
it does not make use of the capturing group. Thus, the UserWarning
is alerting you
that the regex uses a capturing group but the match is not used.
If you wish to remove the UserWarning
you could find and remove the capturing group from the regex pattern(s). They are not shown in the regex patterns you posted, but they must be there in your actual file. Look for parentheses outside of the character classes.
Alternatively, you could suppress this particular UserWarning by putting
import warnings
warnings.filterwarnings("ignore", 'This pattern has match groups')
before the call to str.contains
.
Here is a simple example which demonstrates the problem (and solution):
# import warnings
# warnings.filterwarnings("ignore", 'This pattern has match groups') # uncomment to suppress the UserWarning
import pandas as pd
df = pd.DataFrame({ 'event_time': ['gouda', 'stilton', 'gruyere']})
urls = pd.DataFrame({'url': ['g(.*)']}) # With a capturing group, there is a UserWarning
# urls = pd.DataFrame({'url': ['g.*']}) # Without a capturing group, there is no UserWarning. Uncommenting this line avoids the UserWarning.
substr = urls.url.values.tolist()
df[df['event_time'].str.contains('|'.join(substr), regex=True)]
prints
script.py:10: UserWarning: This pattern has match groups. To actually get the groups, use str.extract.
df[df['event_time'].str.contains('|'.join(substr), regex=True)]
Removing the capturing group from the regex pattern:
urls = pd.DataFrame({'url': ['g.*']})
avoids the UserWarning.
The alternative way to get rid of the warning is change the regex so that it is a matching group and not a capturing group. That is the (?:)
notation.
Thus, if the matching group is (url1|url2)
it should be replaced by (?:url1|url2)
.
Since regex=True
is provided, sublist
gets treated as a regex, which in your case contains capturing groups (strings enclosed with parentheses).
You get the warning because if you want to capture something then there is no use of str.contains (which returns boolean depending upon whether the provided pattern is contained within the string or not)
Obviously, you can suppress the warnings but it's better to fix them.
Either escape the parenthesis blocks or use str.extract if you really want to capture something.