"""Benchmark diskcache.DjangoCache $ export PYTHONPATH=/Users/grantj/repos/python-diskcache $ python tests/benchmark_djangocache.py > tests/timings_djangocache.txt """ import collections as co import multiprocessing as mp import os import pickle import random import shutil import time from utils import display PROCS = 8 OPS = int(1e5) RANGE = int(1.1e3) WARMUP = int(1e3) def setup(): os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'tests.settings_benchmark') import django django.setup() def worker(num, name): setup() from django.core.cache import caches obj = caches[name] random.seed(num) timings = co.defaultdict(list) time.sleep(0.01) # Let other processes start. for count in range(OPS): key = str(random.randrange(RANGE)).encode('utf-8') value = str(count).encode('utf-8') * random.randrange(1, 100) choice = random.random() if choice < 0.900: start = time.time() result = obj.get(key) end = time.time() miss = result is None action = 'get' elif choice < 0.990: start = time.time() result = obj.set(key, value) end = time.time() miss = result is False action = 'set' else: start = time.time() result = obj.delete(key) end = time.time() miss = result is False action = 'delete' if count > WARMUP: delta = end - start timings[action].append(delta) if miss: timings[action + '-miss'].append(delta) with open('output-%d.pkl' % num, 'wb') as writer: pickle.dump(timings, writer, protocol=pickle.HIGHEST_PROTOCOL) def prepare(name): setup() from django.core.cache import caches obj = caches[name] for key in range(RANGE): key = str(key).encode('utf-8') obj.set(key, key) try: obj.close() except Exception: pass def dispatch(): setup() from django.core.cache import caches # noqa for name in ['locmem', 'memcached', 'redis', 'diskcache', 'filebased']: shutil.rmtree('tmp', ignore_errors=True) preparer = mp.Process(target=prepare, args=(name,)) preparer.start() preparer.join() processes = [ mp.Process(target=worker, args=(value, name)) for value in range(PROCS) ] for process in processes: process.start() for process in processes: process.join() timings = co.defaultdict(list) for num in range(PROCS): filename = 'output-%d.pkl' % num with open(filename, 'rb') as reader: output = pickle.load(reader) for key in output: timings[key].extend(output[key]) os.remove(filename) display(name, timings) if __name__ == '__main__': import argparse parser = argparse.ArgumentParser( formatter_class=argparse.ArgumentDefaultsHelpFormatter, ) parser.add_argument( '-p', '--processes', type=int, default=PROCS, help='Number of processes to start', ) parser.add_argument( '-n', '--operations', type=float, default=OPS, help='Number of operations to perform', ) parser.add_argument( '-r', '--range', type=int, default=RANGE, help='Range of keys', ) parser.add_argument( '-w', '--warmup', type=float, default=WARMUP, help='Number of warmup operations before timings', ) args = parser.parse_args() PROCS = int(args.processes) OPS = int(args.operations) RANGE = int(args.range) WARMUP = int(args.warmup) dispatch()