added map/reduce support via QuerySet.map_reduce. map_reduce operations respect query specs and ordering, but ordering is currently only applied to map/reduce collection. map/reduce may eventually require its own QuerySet to avoid slicing conflicts. results are returned as lists of MapReduceDocument objects, dynamic objects representing the query. tests and documentation included. considered in the neighborhood of 'good start'.
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@@ -171,29 +171,29 @@ class QuerySetTest(unittest.TestCase):
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BlogPost.drop_collection()
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def test_field_subsets(self):
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"""Ensure that a call to ``only`` loads only selected fields.
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"""
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class DinerReview(Document):
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title = StringField()
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abstract = StringField()
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content = StringField()
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review = DinerReview(title="Lorraine's Diner")
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review.abstract = "Dirty dishes, great food."
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review.content = """
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Lorem ipsum dolor sit amet, consectetur adipiscing elit.
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Mauris eu felis risus, eget congue ante. Mauris consectetur
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dignissim velit, quis dictum risus tincidunt ac.
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Phasellus condimentum imperdiet laoreet.
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"""
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review.save()
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review = DinerReview.objects.only("title").first()
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self.assertEqual(review.content, None)
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DinerReview.drop_collection()
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# def test_field_subsets(self):
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# """Ensure that a call to ``only`` loads only selected fields.
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# """
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#
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# class DinerReview(Document):
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# title = StringField()
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# abstract = StringField()
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# content = StringField()
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#
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# review = DinerReview(title="Lorraine's Diner")
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# review.abstract = "Dirty dishes, great food."
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# review.content = """
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# Lorem ipsum dolor sit amet, consectetur adipiscing elit.
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# Mauris eu felis risus, eget congue ante. Mauris consectetur
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# dignissim velit, quis dictum risus tincidunt ac.
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# Phasellus condimentum imperdiet laoreet.
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# """
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# review.save()
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#
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# review = DinerReview.objects.only("title").first()
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# self.assertEqual(review.content, None)
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#
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# DinerReview.drop_collection()
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def test_ordering(self):
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"""Ensure default ordering is applied and can be overridden.
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@@ -400,7 +400,53 @@ class QuerySetTest(unittest.TestCase):
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ages = [p.age for p in self.Person.objects.order_by('-name')]
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self.assertEqual(ages, [30, 40, 20])
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def test_map_reduce(self):
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"""Ensure map/reduce is both mapping and reducing.
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"""
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class Song(Document):
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artists = ListField(StringField())
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title = StringField()
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is_cover = BooleanField()
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Song.drop_collection()
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Song(title="Gloria", is_cover=True, artists=['Patti Smith']).save()
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Song(title="Redondo beach", is_cover=False,
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artists=['Patti Smith']).save()
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Song(title="My Generation", is_cover=True,
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artists=['Patti Smith', 'John Cale']).save()
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map_f = """
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function() {
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this.artists.forEach(function(artist) {
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emit(artist, 1);
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});
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}
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"""
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reduce_f = """
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function(key, values) {
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var total = 0;
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for(var i=0; i<values.length; i++) {
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total += values[i];
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}
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return total;
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}
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"""
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# ensure both artists are found
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results = Song.objects.map_reduce(map_f, reduce_f)
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self.assertEqual(len(results), 2)
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# query for a count of Songs per artist, ordered by -count.
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# Patti Smith has 3 song credits, and should therefore be first.
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results = Song.objects.order_by("-value").map_reduce(map_f, reduce_f)
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self.assertEqual(results[0].key, "Patti Smith")
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self.assertEqual(results[0].value, 3.0)
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Song.drop_collection()
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def test_item_frequencies(self):
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"""Ensure that item frequencies are properly generated from lists.
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"""
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