#!/usr/bin/python from __future__ import print_function import os, sys, subprocess from math import * # The tests to run are near the bottom MIN_REPS = 3 NUM_POINTS = 9 MIN_TIME = 0.1 MAX_TIME = 1.0 MAX_X = 100000 def makedir(x): try: os.mkdir(x) except OSError: pass def rm(x): try: os.unlink(x) except OSError: pass makedir('fig') makedir('fig/relative') makedir('fig/absolute') makedir('.cache') makedir('dat') makedir('gnuplot') limits = (128,) current_limit = None def make(limit): global current_limit current_limit = limit setup = 'from blist import blist' ns = [] for i in range(50+1): ns.append(int(floor(10**(i*0.1)))) ns = list(i for i in sorted(set(ns)) if i <= MAX_X) def smart_timeit(stmt, setup, hint): n = hint while 1: v = timeit(stmt, setup, n) if v[0]*n > MIN_TIME: return v, n n <<= 1 import timeit timeit_path = timeit.__file__ timeit_cache = {} def timeit(stmt, setup, rep): assert rep >= MIN_REPS key = (stmt, setup, rep, current_limit) if key in timeit_cache: return timeit_cache[key] try: n = NUM_POINTS args =[sys.executable, timeit_path, '-r', str(n), '-v', '-n', str(rep), '-s', setup, '--', stmt] p = subprocess.Popen(args, stdout=subprocess.PIPE, stderr=subprocess.PIPE) so, se = p.communicate() try: lines = so.split(b'\n') raw = lines[0] number = int(lines[1].split()[0]) times = [float(x) / number for x in raw.split()[2:]] times.sort() # median, lower quartile, upper quartile v = (times[n//2], times[n//4], times[3*n//4]) timeit_cache[key] = v return v except: print(so) print(se) raise except: print(stmt) print(setup) raise values = {} def get_timing1(limit, label, setup_n, template, typename, use_rep_map): f = open('dat/%s-%s.dat' % (str(limit), label), 'w') print('#', label, file=f) print('#', template.replace('\n', '\\n'), file=f) if setup_n is None: setup_n = "x = TypeToTest(range(n))" else: setup_n = setup_n ftimeit = open('fig/%s.txt' % label, 'w') print('
Setup: %s
' % setup_n.replace('\n', '
'), file=ftimeit) print('Timed: %s
' % template.replace('\n', '
'), file=ftimeit) ftimeit.close() for i in reversed(list(range(len(ns)))): n = ns[i] key = (limit, label, setup_n, n, template, typename) print(n, end=' ') sys.stdout.flush() setup2 = '\nTypeToTest = %s\nn = %d\n' % (typename, n) setup3 = setup + '\n' + setup2 + setup_n stmt = template if not use_rep_map: if i < len(ns)-1: rep_map[n] = max(rep_map[n], rep_map[ns[i+1]]) v, rep = smart_timeit(stmt, setup3, rep_map[n]) if rep_map[n] < rep: rep_map[n] = rep else: k = rep_map[n] if k * values[key] > MAX_TIME: k = max(MIN_REPS, int(ceil(MAX_TIME / values[key]))) v = timeit(stmt, setup3, k) values[key] = v[0] v = [x*1000 for x in v] if typename == 'list': list_values[n] = v[0] print(n, file=f, end=' ') for x in v: print(x, file=f, end=' ') for x in v: print(x/list_values[n], file=f, end=' ') print(file=f) print() f.close() def get_timing(label, setup_n, template): global rep_map, list_values rep_map = {} list_values = {} for n in ns: rep_map[n] = MIN_REPS make('list') get_timing1('list', label, setup_n, template, 'list', False) for limit in limits: print('Timing', label, limit, ':', end=' ') sys.stdout.flush() make(limit) get_timing1(limit, label, setup_n, template, 'blist', False) make('list') get_timing1('list', label, setup_n, template, 'list', True) for limit in limits: print('Timing', label, limit, ':', end=' ') sys.stdout.flush() make(limit) get_timing1(limit, label, setup_n, template, 'blist', True) plot(label, True) plot(label, False) html(label) def html(label): fname = 'fig/%s.html' % label f = open(fname, 'w') if timing_d[label][0] is None: setup = 'x = TypeToTest(range(n))' else: setup = timing_d[label][0] print(''' BList vs Python list timing results: %s
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Setup:

%s
Timed:
%s
''' % (label, label, label, setup, timing_d[label][1]), file=f) f.close() def plot(label, relative): safe_label = label.replace('_', '\\\\_') fname = 'gnuplot/%s.gnuplot' % label f = open(fname, 'w') if relative: d = 'fig/relative/' else: d = 'fig/absolute/' print(""" set output "%s/%s.svg" set xlabel "List Size (n)" set title "%s" set terminal svg size 480,360 dynamic enhanced set size noratio 1,1 set key top left set bars 0.2 set pointsize 0.5 set xtics ("1" 1, "10" 10, "100" 100, "1k" 1000, "10k" 10000, "100k" 100000, "1M" 1000000) """ % (d, label, safe_label), file=f) if relative: print('set title "Normalized Execution Times, log-linear scale"', file=f) print('set logscale x', file=f) print('set yrange [0:*]', file=f) print('set yrange [0:200]', file=f) print('set ylabel "Execution Time (%)"', file=f) k = 3 m = 100.0 else: print('set title "Raw Execution Times, log-log scale"', file=f) print('set logscale xy', file=f) print('set yrange [0.00001:10]', file=f) print('set ylabel "Execution Time"', file=f) print('set ytics ("1 ns" 0.000001, "10 ns" 0.00001, "100 ns" 0.0001, "1 us" 0.001, "10 us" 0.01, "100 us" 0.1, "1 ms" 1.0, "10 ms" 10.0, "100 ms" 100.0)', file=f) k = 0 m = 1.0 print (('plot "dat/list-%s.dat" using 1:(%f*$%d):(%f*$%d):(%f*$%d) title "list()" with yerr pt 1, \\' % (label, m, k+2, m, k+3, m, k+4)), file=f) for limit in limits: print ((' "dat/%d-%s.dat" using 1:(%f*$%d):(%f*$%d):(%f*$%d) title "blist()" with yerr pt 1 '% (limit, label, m, k+2, m, k+3, m, k+4)), file=f) print(file=f) f.flush() f.close() if os.system('gnuplot "%s"' % fname): raise RuntimeError('Gnuplot failure') timing_d = {} def add_timing(name, auto, stmt): timing_d[name] = (auto, stmt) def run_timing(name): auto, stmt = timing_d[name] get_timing(name, auto, stmt) def run_all(): for k in sorted(timing_d): run_timing(k) ######################################################################## # Tests to run are below here. # The arguments to add_timing are as follows: # 1) name of the test # 2) setup code to run once. "None" means x = TypeToTest(range(n)) # 3) code to execute repeatedly in a loop # # The following symbols will autoamtically be defined: # - blist # - TypeToTest # - n add_timing('eq list', 'x = TypeToTest(range(n))\ny=range(n)', 'x==y') #add_timing('eq recursive', 'x = TypeToTest()\nx.append(x)\ny = TypeToTest()\ny.append(y)', 'try:\n x==y\nexcept RuntimeError:\n pass') add_timing('FIFO', None, """\ x.insert(0, 0) x.pop(0) """) add_timing('LIFO', None, """\ x.append(0) x.pop(-1) """) add_timing('add', None, "x + x") add_timing('contains', None, "-1 in x") #add_timing('getitem1', None, "x[0]") #add_timing('getitem2', None, "x.__getitem__(0)") add_timing('getitem3', 'x = TypeToTest(range(n))\nm = n//2', "x[m]") add_timing('getslice', None, "x[1:-1]") add_timing('forloop', None, "for i in x:\n pass") add_timing('len', None, "len(x)") add_timing('eq', None, "x == x") add_timing('mul10', None, "x * 10") #add_timing('setitem1', None, 'x[0] = 1') add_timing('setitem3', 'x = TypeToTest(range(n))\nm = n//2', 'x[m] = 1') add_timing('count', None, 'x.count(5)') add_timing('reverse', None, 'x.reverse()') add_timing('delslice', None, 'del x[len(x)//4:3*len(x)//4]\nx *= 2') add_timing('setslice', None, 'x[:] = x') add_timing('sort random', 'import random\nx = [random.randrange(n*4) for i in range(n)]', 'y = TypeToTest(x)\ny.sort()') add_timing('sort random key', 'import random\nx = [random.randrange(n*4) for i in range(n)]', 'y = TypeToTest(x)\ny.sort(key=float)') add_timing('sort sorted', None, 'x.sort()') add_timing('sort sorted key', None, 'x.sort(key=int)') add_timing('sort reversed', 'x = list(range(n))\nx.reverse()', 'y = TypeToTest(x)\ny.sort()') add_timing('sort reversed key', 'x = list(range(n))\nx.reverse()', 'y = TypeToTest(x)\ny.sort(key=int)') add_timing('sort random tuples', 'import random\nx = [(random.random(), random.random()) for i in range(n)]', 'y = TypeToTest(x)\ny.sort()') ob_def = ''' import random class ob: def __init__(self, v): self.v = v def __lt__(self, other): return self.v < other.v x = [ob(random.randrange(n*4)) for i in range(n)] ''' add_timing('sort random objects', ob_def, 'y = TypeToTest(x)\ny.sort()') add_timing('sort sorted objects', ob_def + 'x.sort()', 'x.sort()') add_timing('init from list', 'x = list(range(n))', 'y = TypeToTest(x)') add_timing('init from tuple', 'x = tuple(range(n))', 'y = TypeToTest(x)') add_timing('init from iterable', 'x = range(n)', 'y = TypeToTest(x)') add_timing('init from same type', None, 'y = TypeToTest(x)') add_timing('shuffle', 'from random import shuffle\nx = TypeToTest(range(n))', 'shuffle(x)') if __name__ == '__main__': make(128) if len(sys.argv) == 1: run_all() else: for name in sys.argv[1:]: run_timing(name)