MongoMallard README + benchmarks
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5 changed files with 176 additions and 3 deletions
90
tests/benchmark.py
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90
tests/benchmark.py
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from mongoengine import *
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from timeit import repeat
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import unittest
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conn_settings = {
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'db': 'mongomallard-test',
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}
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connect(**conn_settings)
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def timeit(f, n=10000):
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return min(repeat(f, repeat=3, number=n))/float(n)
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class BenchmarkTestCase(unittest.TestCase):
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def setUp(self):
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pass
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def test_basic(self):
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class Book(Document):
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name = StringField()
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pages = IntField()
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tags = ListField(StringField())
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is_published = BooleanField()
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Book.drop_collection()
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create_book = lambda: Book(name='Always be closing', pages=100, tags=['self-help', 'sales'], is_published=True)
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print 'Doc initialization: %.3fus' % (timeit(create_book, 1000) * 10**6)
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b = create_book()
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print 'Doc getattr: %.3fus' % (timeit(lambda: b.name, 10000) * 10**6)
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print 'Doc setattr: %.3fus' % (timeit(lambda: setattr(b, 'name', 'New name'), 10000) * 10**6)
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print 'Doc to mongo: %.3fus' % (timeit(b.to_mongo, 1000) * 10**6)
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def save_book():
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b._mark_as_changed('name')
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b._mark_as_changed('tags')
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b.save()
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save_book()
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son = b.to_mongo()
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print 'Load from SON: %.3fus' % (timeit(lambda: Book._from_son(son), 1000) * 10**6)
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print 'Save to database: %.3fus' % (timeit(save_book, 100) * 10**6)
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print 'Load from database: %.3fus' % (timeit(lambda: Book.objects[0], 100) * 10**6)
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def test_embedded(self):
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class Contact(EmbeddedDocument):
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name = StringField()
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title = StringField()
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address = StringField()
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class Company(Document):
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name = StringField()
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contacts = ListField(EmbeddedDocumentField(Contact))
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Company.drop_collection()
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def get_company():
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return Company(
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name='Elastic',
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contacts=[
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Contact(
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name='Contact %d' % x,
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title='CEO',
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address='Address %d' % x,
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)
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for x in range(1000)]
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)
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def create_company():
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c = get_company()
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c.save()
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c.delete()
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print 'Save/delete big object to database: %.3fms' % (timeit(create_company, 10) * 10**3)
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c = get_company().save()
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print 'Serialize big object from database: %.3fms' % (timeit(c.to_mongo, 100) * 10**3)
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print 'Load big object from database: %.3fms' % (timeit(lambda: Company.objects[0], 100) * 10**3)
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if __name__ == '__main__':
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unittest.main()
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