""" Dependencies: pip install tabulate bson simplejson python-cjson ujson demjson yajl msgpack-python jsonpickle jsonlib jsonlib2 dill """ from timeit import timeit from tabulate import tabulate setup = '''d = { 'words': """ Lorem ipsum dolor sit amet, consectetur adipiscing elit. Mauris adipiscing adipiscing placerat. Vestibulum augue augue, pellentesque quis sollicitudin id, adipiscing. """, 'list': range(100), 'dict': dict((str(i),'a') for i in xrange(100)), 'int': 100, 'float': 100.123456 }''' setup_cpickle = '%s ; src = cPickle.dumps(d)' % setup setup_cpickle_binary = '%s ; src = cPickle.dumps(d, 2)' % setup setup_json = '%s ; import json; src = json.dumps(d)' % setup setup_bson = '%s ; src = dumps(d)' % setup setup_msgpack = '%s ; src = msgpack.dumps(d)' % setup setup_json_pickle = '%s ; src = jsonpickle.encode(d)' % setup setup_b64_pickle = '%s ; src = base64.b64encode(cPickle.dumps(d, 2))' % setup setup_b64_dill = '%s ; src = base64.b64encode(dill.dumps(d, 2))' % setup tests = [ # (title, setup, enc_test, dec_test) ('pickle (ascii)', 'import pickle; import cPickle; %s' % setup_cpickle, 'pickle.dumps(d, 0)', 'pickle.loads(src)'), ('pickle (binary)', 'import pickle; import cPickle; %s' % setup_cpickle_binary, 'pickle.dumps(d, 2)', 'pickle.loads(src)'), ('cPickle (ascii)', 'import cPickle; %s' % setup_cpickle, 'cPickle.dumps(d, 0)', 'cPickle.loads(src)'), ('cPickle (binary)', 'import cPickle; %s' % setup_cpickle_binary, 'cPickle.dumps(d, 2)', 'cPickle.loads(src)'), ('json', 'import json; %s' % setup_json, 'json.dumps(d)', 'json.loads(src)'), ('json-check_circular', 'import json; %s' % setup_json, 'json.dumps(d, check_circular=False)', 'json.loads(src)'), ('json+indent', 'import json; %s' % setup_json, 'json.dumps(d, indent=2)', 'json.loads(src)'), ('bson 0.3.3', 'from bson import dumps, loads; %s' % setup_bson, 'dumps(d)', 'loads(src)'), # if there are problems with bson. Change the line on top with this one # ('bson 0.3.3', 'from bson.json_util import dumps, loads; %s' % setup_bson, 'dumps(d)', 'loads(src)'), ('simplejson-3.3.1', 'import simplejson; %s' % setup_json, 'simplejson.dumps(d)', 'simplejson.loads(src)'), ('python-cjson-1.1.0', 'import cjson; %s' % setup_json, 'cjson.encode(d)', 'cjson.decode(src)'), ('ujson-1.33', 'import ujson; %s' % setup_json, 'ujson.dumps(d)', 'ujson.loads(src)'), # ('demjson 2.2.2', 'import demjson; %s' % setup_json, 'demjson.encode(d)', 'demjson.decode(src)'), ('yajl 0.3.5', 'import yajl; %s' % setup_json, 'yajl.dumps(d)', 'yajl.loads(src)'), ('msgpack-python-0.3.0', 'import msgpack; %s' % setup_msgpack, 'msgpack.dumps(d)', 'msgpack.loads(src)'), ('jsonpickle 0.9.1', 'import jsonpickle; %s' % setup_json_pickle, 'jsonpickle.encode(d)', 'jsonpickle.decode(src)'), ('jsonlib 1.6.1', 'import jsonlib; %s' % setup_json, 'jsonlib.write(d)', 'jsonlib.read(src)'), ('jsonlib2 1.5.2', 'import jsonlib2; %s' % setup_json, 'jsonlib2.write(d)', 'jsonlib2.read(src)'), ('b64Pickle', 'import cPickle; import base64; %s' % setup_b64_pickle, 'base64.b64encode(cPickle.dumps(d, 2))', 'cPickle.loads(base64.b64decode(src))'), ('b64Dill', 'import dill; import base64; %s' % setup_b64_dill, 'base64.b64encode(dill.dumps(d, 2))', 'dill.loads(base64.b64decode(src))'), ] loops = 1000 enc_table = [] dec_table = [] print("Running tests (%d loops each)" % loops) for title, mod, enc, dec in tests: print(title) print(" [Encode]", enc) result = timeit(enc, mod, number=loops) enc_table.append([title, result]) print(" [Decode]", dec) result = timeit(dec, mod, number=loops) dec_table.append([title, result]) enc_table.sort(key=lambda x: x[1]) enc_table.insert(0, ['Package', 'Seconds']) dec_table.sort(key=lambda x: x[1]) dec_table.insert(0, ['Package', 'Seconds']) print("\nEncoding Test (%d loops)" % loops) print(tabulate(enc_table, headers="firstrow")) print("\nDecoding Test (%d loops)" % loops) print(tabulate(dec_table, headers="firstrow"))