I wanted to sort a CharField which consists of digits in a different way. This field is a matricle number field (some kind of registration number for students. They have matricle numbers in the format YYxxxxxx - which means "YY" are the last two digits of the year they started studying.)
So I wanted to sort them in a way that they appear like this: 5000000, 5000001, ... , 9999998, 9999999, 0000000, 0000001, ... , 1200000, ... , 4999999
Took me some time to find out how to do this efficiently in PostgreSQL, and so I thought I'd share it here.
The important stuff is in the model "Candidate" to use a special "objects" object manager which uses a special QuerySet as well. Here lies the "magic": If there is a ordering required that contains "mnr", then a special on-the-fly calculated field will be added to the queryset called "mnr_specialsorted".
Now it is possible to do things like
Candidate.objects.filter( firstname__contains="Pony" ).exclude( lastname__contains="Java" ).order_by("lastname", "-mnr")
For other database engines you might want to change the MNR_SORTER variable to fit your needs.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | # models.py
# (see the description on the right!)
MNR_SORTER = '''CASE WHEN ('1'||mnr)::integer
BETWEEN 15000000 AND 19999999 THEN mnr::integer
ELSE ('1'||mnr)::integer
END'''
class CandidateQuerySet(models.query.QuerySet):
def order_by(self, *field_names):
assert self.query.can_filter(), \
"Cannot reorder a query once a slice has been taken."
if 'mnr' in field_names or '-mnr' in field_names:
new_field_names = []
for field_name in field_names:
if field_name in ('mnr', '-mnr'):
field_name = '%s_specialsorted' % field_name
new_field_names.append(field_name)
obj = self.extra(select={'mnr_specialsorted': MNR_SORTER})._clone()
else:
new_field_names = field_names
obj = self._clone()
obj.query.clear_ordering()
obj.query.add_ordering(*new_field_names)
return obj
class CandidateManager(models.Manager):
def get_query_set(self):
"""Returns a new QuerySet object. Subclasses can override this method
to easily customize the behavior of the Manager.
"""
return CandidateQuerySet(self.model, using=self._db)
class Candidate(models.Model):
mnr = models.CharField(max_length=256) # Matrikelnumer
firstname = models.CharField(max_length=4096)
lastname = models.CharField(max_length=4096)
objects = CandidateManager()
######
# To make the search really fast, you need to create a functional index.
# For PostgreSQL this would look like this:
#
# create a file "MYAPP/sql/candidate_postgresql_psycopg2.sql" with this content:
DROP INDEX IF EXISTS candidates_mnr_specialsorted;
CREATE INDEX candidates_mnr_specialsorted ON candidates_candidate ( ( CASE WHEN ('1'||mnr)::integer
BETWEEN 15000000 AND 19999999 THEN mnr::integer
ELSE ('1'||mnr)::integer
END ) );
# This index will be (re)created upon a syncdb. It is also a good idea to do a "VACUUM ANALYZE" in a psql shell for PostgreSQL to recognise whether to use the index or not.
|
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