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benchmark.py
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benchmark.py
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#!/usr/bin/env python
import timeit
def cprofile_main():
from pymongo import Connection
connection = Connection()
connection.drop_database('timeit_test')
connection.disconnect()
from mongoengine import Document, DictField, connect
connect("timeit_test")
class Noddy(Document):
fields = DictField()
for i in range(1):
noddy = Noddy()
for j in range(20):
noddy.fields["key" + str(j)] = "value " + str(j)
noddy.save()
def main():
"""
0.4 Performance Figures ...
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - Pymongo
3.86744189262
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine
6.23374891281
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, safe=False, validate=False
5.33027005196
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, safe=False, validate=False, cascade=False
pass - No Cascade
0.5.X
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - Pymongo
3.89597702026
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine
21.7735359669
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, safe=False, validate=False
19.8670389652
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, safe=False, validate=False, cascade=False
pass - No Cascade
0.6.X
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - Pymongo
3.81559205055
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine
10.0446798801
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, safe=False, validate=False
9.51354718208
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, safe=False, validate=False, cascade=False
9.02567505836
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, force=True
8.44933390617
0.7.X
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - Pymongo
3.78801012039
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine
9.73050498962
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, safe=False, validate=False
8.33456707001
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, safe=False, validate=False, cascade=False
8.37778115273
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, force=True
8.36906409264
0.8.X
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - Pymongo
3.69964408875
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - Pymongo write_concern={"w": 0}
3.5526599884
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine
7.00959801674
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries without continual assign - MongoEngine
5.60943293571
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine - write_concern={"w": 0}, cascade=True
6.715102911
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, write_concern={"w": 0}, validate=False, cascade=True
5.50644683838
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, write_concern={"w": 0}, validate=False
4.69851183891
----------------------------------------------------------------------------------------------------
Creating 10000 dictionaries - MongoEngine, force_insert=True, write_concern={"w": 0}, validate=False
4.68946313858
----------------------------------------------------------------------------------------------------
"""
print("Benchmarking...")
setup = """
from pymongo import MongoClient
connection = MongoClient()
connection.drop_database('timeit_test')
"""
stmt = """
from pymongo import MongoClient
connection = MongoClient()
db = connection.timeit_test
noddy = db.noddy
for i in range(10000):
example = {'fields': {}}
for j in range(20):
example['fields']["key"+str(j)] = "value "+str(j)
noddy.save(example)
myNoddys = noddy.find()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - Pymongo""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
from pymongo import MongoClient
connection = MongoClient()
db = connection.timeit_test
noddy = db.noddy
for i in range(10000):
example = {'fields': {}}
for j in range(20):
example['fields']["key"+str(j)] = "value "+str(j)
noddy.save(example, write_concern={"w": 0})
myNoddys = noddy.find()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - Pymongo write_concern={"w": 0}""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
setup = """
from pymongo import MongoClient
connection = MongoClient()
connection.drop_database('timeit_test')
connection.disconnect()
from mongoengine import Document, DictField, connect
connect("timeit_test")
class Noddy(Document):
fields = DictField()
"""
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save()
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
fields = {}
for j in range(20):
fields["key"+str(j)] = "value "+str(j)
noddy.fields = fields
noddy.save()
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries without continual assign - MongoEngine""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(write_concern={"w": 0}, cascade=True)
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine - write_concern={"w": 0}, cascade = True""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(write_concern={"w": 0}, validate=False, cascade=True)
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine, write_concern={"w": 0}, validate=False, cascade=True""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(validate=False, write_concern={"w": 0})
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine, write_concern={"w": 0}, validate=False""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
stmt = """
for i in range(10000):
noddy = Noddy()
for j in range(20):
noddy.fields["key"+str(j)] = "value "+str(j)
noddy.save(force_insert=True, write_concern={"w": 0}, validate=False)
myNoddys = Noddy.objects()
[n for n in myNoddys] # iterate
"""
print("-" * 100)
print("""Creating 10000 dictionaries - MongoEngine, force_insert=True, write_concern={"w": 0}, validate=False""")
t = timeit.Timer(stmt=stmt, setup=setup)
print(t.timeit(1))
if __name__ == "__main__":
main()