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benchmark.py
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benchmark.py
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# coding=UTF-8
import simplejson
import ujson
import sys
try:
import json
except ImportError:
json = simplejson
import cjson
import yajl
from time import time as gettime
import time
import sys
import random
user = { "userId": 3381293, "age": 213, "username": "johndoe", "fullname": u"John Doe the Second", "isAuthorized": True, "liked": 31231.31231202, "approval": 31.1471, "jobs": [ 1, 2 ], "currJob": None }
friends = [ user, user, user, user, user, user, user, user ]
decodeData = ""
"""=========================================================================="""
def ujsonEnc():
x = ujson.encode(testObject, ensure_ascii=False)
#print "ujsonEnc", x
def simplejsonEnc():
x = simplejson.dumps(testObject)
#print "simplejsonEnc", x
def jsonEnc():
x = json.dumps(testObject)
#print "jsonEnc", x
def cjsonEnc():
x = cjson.encode(testObject)
#print "cjsonEnc", x
def yajlEnc():
x = yajl.dumps(testObject)
#print "cjsonEnc", x
"""=========================================================================="""
def ujsonDec():
x = ujson.decode(decodeData)
#print "ujsonDec: ", x
def simplejsonDec():
x = simplejson.loads(decodeData)
#print "simplejsonDec: ", x
def jsonDec():
x = json.loads(decodeData)
#print "jsonDec: ", x
def cjsonDec():
x = cjson.decode(decodeData)
#print "cjsonDec: ", x
def yajlDec():
x = yajl.loads(decodeData)
#print "cjsonDec: ", x
"""=========================================================================="""
def timeit_compat_fix(timeit):
if sys.version_info[:2] >= (2,6):
return
default_number = 1000000
default_repeat = 3
if sys.platform == "win32":
# On Windows, the best timer is time.clock()
default_timer = time.clock
else:
# On most other platforms the best timer is time.time()
default_timer = time.time
def repeat(stmt="pass", setup="pass", timer=default_timer,
repeat=default_repeat, number=default_number):
"""Convenience function to create Timer object and call repeat method."""
return timeit.Timer(stmt, setup, timer).repeat(repeat, number)
timeit.repeat = repeat
if __name__ == "__main__":
import timeit
timeit_compat_fix(timeit)
print "Ready? Configure affinity and priority, starting in 20..."
time.sleep(20)
print "Array with 256 utf-8 strings:"
testObject = []
for x in xrange(256):
testObject.append("نظام الحكم سلطاني وراثي في الذكور من ذرية السيد تركي بن سعيد بن سلطان ويشترط فيمن يختار لولاية الحكم من بينهم ان يكون مسلما رشيدا عاقلا ًوابنا شرعيا لابوين عمانيين ")
COUNT = 2000
print "ujson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonEnc()", "from __main__ import ujsonEnc", gettime,10, COUNT)), )
print "simplejson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonEnc()", "from __main__ import simplejsonEnc", gettime,10, COUNT)), )
print "cjson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonEnc()", "from __main__ import cjsonEnc", gettime, 10, COUNT)), )
print "yajl encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlEnc()", "from __main__ import yajlEnc", gettime, 10, COUNT)), )
decodeData = json.dumps(testObject)
print "ujson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonDec()", "from __main__ import ujsonDec", gettime,10, COUNT)), )
print "cjson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonDec()", "from __main__ import cjsonDec", gettime,10, COUNT)), )
print "simplejson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonDec()", "from __main__ import simplejsonDec", gettime,10, COUNT)), )
print "yajl decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlDec()", "from __main__ import yajlDec", gettime,10, COUNT)), )
print "Medium complex object:"
testObject = [ [user, friends], [user, friends], [user, friends], [user, friends], [user, friends], [user, friends]]
COUNT = 5000
print "ujson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonEnc()", "from __main__ import ujsonEnc", gettime,10, COUNT)), )
print "simplejson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonEnc()", "from __main__ import simplejsonEnc", gettime,10, COUNT)), )
print "cjson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonEnc()", "from __main__ import cjsonEnc", gettime, 10, COUNT)), )
print "yajl encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlEnc()", "from __main__ import yajlEnc", gettime, 10, COUNT)), )
decodeData = json.dumps(testObject)
print "ujson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonDec()", "from __main__ import ujsonDec", gettime,10, COUNT)), )
print "cjson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonDec()", "from __main__ import cjsonDec", gettime,10, COUNT)), )
print "simplejson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonDec()", "from __main__ import simplejsonDec", gettime,10, COUNT)), )
print "yajl decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlDec()", "from __main__ import yajlDec", gettime,10, COUNT)), )
print "Array with 256 strings:"
testObject = []
for x in xrange(256):
testObject.append("A pretty long string which is in a list")
COUNT = 10000
print "ujson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonEnc()", "from __main__ import ujsonEnc", gettime,10, COUNT)), )
print "simplejson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonEnc()", "from __main__ import simplejsonEnc", gettime,10, COUNT)), )
print "cjson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonEnc()", "from __main__ import cjsonEnc", gettime, 10, COUNT)), )
print "yajl encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlEnc()", "from __main__ import yajlEnc", gettime, 10, COUNT)), )
decodeData = json.dumps(testObject)
print "ujson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonDec()", "from __main__ import ujsonDec", gettime,10, COUNT)), )
print "cjson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonDec()", "from __main__ import cjsonDec", gettime,10, COUNT)), )
print "simplejson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonDec()", "from __main__ import simplejsonDec", gettime,10, COUNT)), )
print "yajl decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlDec()", "from __main__ import yajlDec", gettime,10, COUNT)), )
print "Array with 256 doubles:"
testObject = []
for x in xrange(256):
testObject.append(sys.maxint * random.random())
COUNT = 10000
print "ujson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonEnc()", "from __main__ import ujsonEnc", gettime,10, COUNT)), )
print "simplejson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonEnc()", "from __main__ import simplejsonEnc", gettime,10, COUNT)), )
print "cjson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonEnc()", "from __main__ import cjsonEnc", gettime, 10, COUNT)), )
print "yajl encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlEnc()", "from __main__ import yajlEnc", gettime, 10, COUNT)), )
decodeData = json.dumps(testObject)
print "ujson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonDec()", "from __main__ import ujsonDec", gettime,10, COUNT)), )
print "cjson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonDec()", "from __main__ import cjsonDec", gettime,10, COUNT)), )
print "simplejson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonDec()", "from __main__ import simplejsonDec", gettime,10, COUNT)), )
print "yajl decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlDec()", "from __main__ import yajlDec", gettime,10, COUNT)), )
print "Array with 256 True values:"
testObject = []
for x in xrange(256):
testObject.append(True)
COUNT = 50000
print "ujson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonEnc()", "from __main__ import ujsonEnc", gettime,10, COUNT)), )
print "simplejson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonEnc()", "from __main__ import simplejsonEnc", gettime,10, COUNT)), )
print "cjson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonEnc()", "from __main__ import cjsonEnc", gettime, 10, COUNT)), )
print "yajl encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlEnc()", "from __main__ import yajlEnc", gettime, 10, COUNT)), )
decodeData = json.dumps(testObject)
print "ujson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonDec()", "from __main__ import ujsonDec", gettime,10, COUNT)), )
print "cjson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonDec()", "from __main__ import cjsonDec", gettime,10, COUNT)), )
print "simplejson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonDec()", "from __main__ import simplejsonDec", gettime,10, COUNT)), )
print "yajl decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlDec()", "from __main__ import yajlDec", gettime,10, COUNT)), )
print "Array with 256 dict{string, int} pairs:"
testObject = []
for x in xrange(256):
testObject.append({str(random.random()*20): int(random.random()*1000000)})
COUNT = 5000
print "ujson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonEnc()", "from __main__ import ujsonEnc", gettime,10, COUNT)), )
print "simplejson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonEnc()", "from __main__ import simplejsonEnc", gettime,10, COUNT)), )
print "cjson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonEnc()", "from __main__ import cjsonEnc", gettime, 10, COUNT)), )
print "yajl encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlEnc()", "from __main__ import yajlEnc", gettime, 10, COUNT)), )
decodeData = json.dumps(testObject)
print "ujson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonDec()", "from __main__ import ujsonDec", gettime,10, COUNT)), )
print "cjson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonDec()", "from __main__ import cjsonDec", gettime,10, COUNT)), )
print "simplejson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonDec()", "from __main__ import simplejsonDec", gettime,10, COUNT)), )
print "yajl decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlDec()", "from __main__ import yajlDec", gettime,10, COUNT)), )
print "Dict with 256 arrays with 256 dict{string, int} pairs:"
testObject = {}
for y in xrange(256):
arrays = []
for x in xrange(256):
arrays.append({str(random.random()*20): int(random.random()*1000000)})
testObject[str(random.random()*20)] = arrays
COUNT = 50
print "ujson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonEnc()", "from __main__ import ujsonEnc", gettime,10, COUNT)), )
print "simplejson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonEnc()", "from __main__ import simplejsonEnc", gettime,10, COUNT)), )
print "cjson encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonEnc()", "from __main__ import cjsonEnc", gettime, 10, COUNT)), )
print "yajl encode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlEnc()", "from __main__ import yajlEnc", gettime, 10, COUNT)), )
decodeData = json.dumps(testObject)
print "ujson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("ujsonDec()", "from __main__ import ujsonDec", gettime,10, COUNT)), )
print "cjson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("cjsonDec()", "from __main__ import cjsonDec", gettime,10, COUNT)), )
print "simplejson decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("simplejsonDec()", "from __main__ import simplejsonDec", gettime,10, COUNT)), )
print "yajl decode : %.05f calls/sec" % (COUNT / min(timeit.repeat("yajlDec()", "from __main__ import yajlDec", gettime,10, COUNT)), )