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Django filters with relational operators and dot to related fields instead of double underscores
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from django.db.models import Q | |
from django.utils import six | |
class MetaV(type): | |
# metaclass to automatically create an instance by . dot | |
def __getattr__(self, name): | |
if name.startswith('_'): | |
return super(self, MetaV).__getattr__(name) | |
else: | |
return V(name) | |
class V(six.with_metaclass(MetaV, object)): | |
"""Syntax suger for more readable queryset filters with "." instead "__" | |
The name "V" can be understand like "variable", because a shortcut for | |
"field" is occupied yet. | |
The syntax is very similar to SQLAlchemy or Pandas. | |
Operators < <= == != >= > are supperted in filters. | |
>>> from django_dot_filter import V | |
>>> | |
>>> qs = Product.objects.filter(V.category.name == 'books', | |
>>> V.name >= 'B', V.name < 'F', | |
>>> (V.price < 15) | ~(V.date_created == today), | |
>>> V.option.in_(['ABC', 'XYZ']) | |
>>> ) | |
This is the same as | |
>>> qs = Product.objects.filter(category__name='books', | |
>>> name__gte='B', name__lt='F', | |
>>> Q(price__lt=15) | ~Q(date_created=today) | |
>>> option__in=['ABC', 'XYZ'] | |
>>> ) | |
""" | |
def __init__(self, name=None): | |
self._names = [] | |
if name is not None: | |
self._names.append(name) | |
def __eq__(self, other): | |
return self._final(None, other) | |
def __ne__(self, other): | |
return ~self._final(None, other) | |
def __lt__(self, other): | |
return self._final('lt', other) | |
def __le__(self, other): | |
return self._final('lte', other) | |
def __gt__(self, other): | |
return self._final('gt', other) | |
def __ge__(self, other): | |
return self._final('gte', other) | |
def in_(self, other): | |
return self._final('in', other) | |
def __getattr__(self, name): | |
if name.startswith('_'): | |
return super(self, V).__getattr__(name) | |
else: | |
self._names.append(name) | |
return self | |
def __call__(self, *args): | |
this_name = self._names[-1] | |
if len(args) == 2 and this_name == 'range': | |
return self._final(None, args) | |
elif len(args) == 1: | |
# 'iexact', 'exact', 'contains', 'icontains', | |
# 'startswith', 'istartswith', 'endswith', 'iendswith' | |
# 'regex', 'iregex' | |
# 'range' | |
return self._final(None, args[0]) | |
elif len(args) == 0: | |
# 'date', 'year', 'month', 'day', 'week_day', 'hour', 'minute', 'second' | |
return self | |
else: | |
raise Exception( | |
"Invalid number of arguments {} to function {}".format(len(args), this_name) | |
) | |
def _final(self, name, other): | |
if name is not None: | |
self._names.append(name) | |
return Q(**{'__'.join(self._names): other}) | |
# --------- TEST ---- | |
rom django.test import TestCase | |
from django.db.models import Q | |
from django_dot_filter import V | |
class VTest(TestCase): | |
def test_v_compile(self): | |
def test_eq(obj, obj2): | |
assert repr(obj) == repr(obj2) | |
# test that these expressions are compiled correctly to Q expressions | |
test_eq(V.a == 1, Q(a=1)) | |
test_eq(V.a != 1, ~Q(a=1)) | |
test_eq(V.a < 2, Q(a__lt=2)) | |
test_eq(V.a <= 3, Q(a__lte=3)) | |
test_eq(V.a > 'abc', Q(a__gt='abc')) | |
test_eq(V.a >= 3.14, Q(a__gte=3.14)) | |
test_eq(V.a.b.c == 1, Q(a__b__c=1)) | |
test_eq((V.a == 1) & (V.b == 2), Q(a=1) & Q(b=2)) | |
test_eq((V.a == 1) | (V.b == 2), Q(a=1) | Q(b=2)) | |
test_eq((V.a == 1) | ~(V.b == 2), Q(a=1) | ~Q(b=2)) | |
test_eq(V.first_name.in_([1, 2]), Q(first_name__in=[1, 2])) | |
test_eq(~V.a.in_(('Tim', 'Joe')), ~Q(a__in=('Tim', 'Joe'))) | |
test_eq(V.a.year > 2016, Q(a__year__gt=2016)) | |
test_eq(V.a.year() > 2016, Q(a__year__gt=2016)) | |
test_eq(V.a.year() == 2016, Q(a__year=2016)) | |
test_eq(V.a.startswith('Will'), Q(a__startswith='Will')) | |
test_eq(V.a.regex(r'^(An?|The) +'), Q(a__regex=r'^(An?|The) +')) | |
test_eq(V.a.range(10, 100), Q(a__range=(10, 100))) |
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