added a wrapper to aggregate in Queryset.aggregate
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@ -974,8 +974,33 @@ class BaseQuerySet(object):
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son_data = json_util.loads(json_data)
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return [self._document._from_son(data) for data in son_data]
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# JS functionality
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def aggregate(self, *pipeline, **kwargs):
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"""
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Perform a aggreggate function based in your queryset params
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:param pipeline: list of agreggation commands,
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see: http://docs.mongodb.org/manual/core/aggregation-pipeline/
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.. versionadded:: 0.9
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"""
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initial_pipeline = []
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if self._query:
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initial_pipeline.append({'$match': self._query})
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if self._ordering:
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initial_pipeline.append({'$sort': dict(self._ordering)})
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if self._limit is not None:
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initial_pipeline.append({'$limit': self._limit})
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if self._skip is not None:
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initial_pipeline.append({'$skip': self._skip})
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pipeline = initial_pipeline + list(pipeline)
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return self._collection.aggregate(pipeline, cursor={}, **kwargs)
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# JS functionality
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def map_reduce(self, map_f, reduce_f, output, finalize_f=None, limit=None,
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scope=None):
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"""Perform a map/reduce query using the current query spec
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@ -4341,6 +4341,55 @@ class QuerySetTest(unittest.TestCase):
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self.assertTrue(Person.objects._has_data(),
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'Cursor has data and returned False')
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def test_queryset_aggregation_framework(self):
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class Person(Document):
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name = StringField()
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age = IntField()
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Person.drop_collection()
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p1 = Person(name="Isabella Luanna", age=16)
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p1.save()
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p2 = Person(name="Wilson Junior", age=21)
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p2.save()
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p3 = Person(name="Sandra Mara", age=37)
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p3.save()
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data = Person.objects(age__lte=22).aggregate(
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{'$project': {'name': {'$toUpper': '$name'}}}
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)
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self.assertEqual(list(data), [
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{'_id': p1.pk, 'name': "ISABELLA LUANNA"},
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{'_id': p2.pk, 'name': "WILSON JUNIOR"}
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])
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data = Person.objects(age__lte=22).order_by('-name').aggregate(
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{'$project': {'name': {'$toUpper': '$name'}}}
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)
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self.assertEqual(list(data), [
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{'_id': p2.pk, 'name': "WILSON JUNIOR"},
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{'_id': p1.pk, 'name': "ISABELLA LUANNA"}
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])
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data = Person.objects(
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age__gte=17, age__lte=40).order_by('-age').aggregate(
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{'$group': {
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'_id': None,
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'total': {'$sum': 1},
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'avg': {'$avg': '$age'}
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}
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}
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)
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self.assertEqual(list(data), [
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{'_id': None, 'avg': 29, 'total': 2}
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])
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if __name__ == '__main__':
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unittest.main()
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