I am implementing a search feature for user names. Some names have accented characters, but I want to be able to search for them with the nearest ascii character approximation. For example: Vû Trån
would be searchable with Vu Tran
.
I found a Python library, called unidecode
to handle this conversion. It works as expected and takes my unicode string Vû Trån
and returns Vu Tran
. Perfect.
The issue arises when I start querying my database – I use SQLAlchemy and Postgres.
Here's my Python query:
Person.query.filter(Person.ascii_name.ilike("%{q}%".format(q=query))).limit(25).all()
ascii_name
is the getter for my name column, implemented as such
class Person(Base, PersonUtil):
"""
My abbreviated Person class
"""
__tablename__ = 'person'
id = Column(BigInteger, ForeignKey('user.id'), primary_key=True)
first_name = Column(Unicode, nullable=False)
last_name = Column(Unicode, nullable=False)
name = column_property(first_name + " " + last_name)
ascii_name = synonym('name', descriptor=property(fget=PersonUtil._get_ascii_name))
class PersonUtil(object):
def _get_ascii_name(self):
return unidecode(unicode(self.name))
My intent behind this code is that because I store the unicode version of the first and last names in my database, I need to have a way to call unidecode(unicode(name))
when I retrieve the person's name. Hence, I use the descriptor=property(fget=...)
so that whenever I call Person.ascii_name
, I retrieve the "unidecoded" name
attribute. That way, I can simply write Person.ascii_name.ilike("%{my_query}%")...
and match the nearest ascii_name to the search query, which is also just ascii characters.
This doesn't fully work. The ilike
method with ascii_name
works when I do not have any converted characters in the query. For example, the ilike
query will work for the name "Bob Smith", but it will not work for "Bøb Smíth". It fails when it encounters the first converted character, which in the case of "Bøb Smíth" is the letter "ø".
I am not sure why this is happening. The ascii_name
getter returns my expected string of "Bob Smith" or "Vu Tran", but when coupled with the ilike
method, it doesn't work.
- Why is this happening? I've not been able to find anything about this issue.
- How can I either fix my existing code to make this work, or is there a better way to do this that will work? I would prefer not to have to change my DB schema.
Thank you.