Filter Django database for field containing any value in an array
Question:
I have a django model and a field representing a users full name. My client wants me to set up a filter to search for a user based on an array of strings where all of them have to be case insensitive contained within the full name.
For example
If a users full_name = "Keith, Thomson S."
And I have a list ['keith','s','thomson']
I want to perform the filter equivalent of
Profile.objects.filter(full_name__icontains='keith',full_name__icontains='s',full_name__icontains='thomson')
The problem is this list can be of dynamic size – so I do not know how to do this.
Anyone have any ideas?
Answers:
Make successive calls to filter
, like so:
queryset = Profile.objects.all()
strings = ['keith', 's', 'thompson']
for string in strings:
queryset = queryset.filter(full_name__icontains=string)
Alternatively you can &
together a bunch of Q
objects:
condition = Q(full_name__icontains=s[0])
for string in strings[1:]:
condition &= Q(full_name__icontains=string)
queryset = Profile.objects.filter(condition)
A more cryptic way of writing this, avoiding the explicit loop:
import operator
# ...
condition = reduce(operator.and_, [Q(full_name__icontains=s) for s in strings])
queryset = Profile.objects.filter(condition)
something along these lines:
array = ['keith', 's', 'thomson']
regex = '^.*(%s).*$' % '|'.join(array)
Profile.objects.filter(full_name__iregex=regex)
EDIT: this is wrong, the OP wants names which contain all strings simultaneously.
Even shorter using the operator
functions and_
or or_
to combine the list of Q()
conditions
from operator import and_, or_
li = ['keith', 's', 'thompson']
Items that match all the strings (and_
)
Profile.objects.filter(reduce(and_, [Q(full_name__icontains=q) for q in li]))
Items that match any of the strings (or_
)
Profile.objects.filter(reduce(or_, [Q(full_name__icontains=q) for q in li]))
The Q()
function implements __or__()
and __and__()
to join two Q()
objects together, so they can be called using the corresponding operator
functions.
I have a django model and a field representing a users full name. My client wants me to set up a filter to search for a user based on an array of strings where all of them have to be case insensitive contained within the full name.
For example
If a users full_name = "Keith, Thomson S."
And I have a list ['keith','s','thomson']
I want to perform the filter equivalent of
Profile.objects.filter(full_name__icontains='keith',full_name__icontains='s',full_name__icontains='thomson')
The problem is this list can be of dynamic size – so I do not know how to do this.
Anyone have any ideas?
Make successive calls to filter
, like so:
queryset = Profile.objects.all()
strings = ['keith', 's', 'thompson']
for string in strings:
queryset = queryset.filter(full_name__icontains=string)
Alternatively you can &
together a bunch of Q
objects:
condition = Q(full_name__icontains=s[0])
for string in strings[1:]:
condition &= Q(full_name__icontains=string)
queryset = Profile.objects.filter(condition)
A more cryptic way of writing this, avoiding the explicit loop:
import operator
# ...
condition = reduce(operator.and_, [Q(full_name__icontains=s) for s in strings])
queryset = Profile.objects.filter(condition)
something along these lines:
array = ['keith', 's', 'thomson']
regex = '^.*(%s).*$' % '|'.join(array)
Profile.objects.filter(full_name__iregex=regex)
EDIT: this is wrong, the OP wants names which contain all strings simultaneously.
Even shorter using the operator
functions and_
or or_
to combine the list of Q()
conditions
from operator import and_, or_
li = ['keith', 's', 'thompson']
Items that match all the strings (and_
)
Profile.objects.filter(reduce(and_, [Q(full_name__icontains=q) for q in li]))
Items that match any of the strings (or_
)
Profile.objects.filter(reduce(or_, [Q(full_name__icontains=q) for q in li]))
The Q()
function implements __or__()
and __and__()
to join two Q()
objects together, so they can be called using the corresponding operator
functions.