import os import sys import time import logging from datetime import datetime term_width = 90 TOTAL_BAR_LENGTH = 40 last_time = time.time() begin_time = last_time def progress_bar(current, total, msg1=None, msg2=None): global last_time, begin_time if current == 0: begin_time = time.time() cur_len = int(TOTAL_BAR_LENGTH * current / total) rest_len = int(TOTAL_BAR_LENGTH - cur_len) - 1 sys.stdout.write(' [') for i in range(cur_len): sys.stdout.write('=') sys.stdout.write('>') for i in range(rest_len): sys.stdout.write('.') sys.stdout.write(']') cur_time = time.time() step_time = cur_time - last_time last_time = cur_time tot_time = cur_time - begin_time L = [] L.append(' Step: %s' % format_time(step_time)) L.append(' | Tot: %s' % format_time(tot_time)) if msg1: L.append(' | ' + msg1) msg = ''.join(L) sys.stdout.write(msg) for i in range(term_width - int(TOTAL_BAR_LENGTH) - len(msg) - 3): sys.stdout.write(' ') # Go back to the center of the bar. for i in range(term_width - int(TOTAL_BAR_LENGTH / 2)): sys.stdout.write('\b') sys.stdout.write(' %d/%d ' % (current + 1, total)) if msg2: sys.stdout.write('\n') sys.stdout.write(msg2) sys.stdout.write('\n') else: if current < total - 1: sys.stdout.write('\r') else: sys.stdout.write('\n') sys.stdout.flush() def format_time(seconds): days = int(seconds / 3600 / 24) seconds = seconds - days * 3600 * 24 hours = int(seconds / 3600) seconds = seconds - hours * 3600 minutes = int(seconds / 60) seconds = seconds - minutes * 60 secondsf = int(seconds) seconds = seconds - secondsf millis = int(seconds * 1000) f = '' i = 1 if days > 0: f += str(days) + 'D' i += 1 if hours > 0 and i <= 2: f += str(hours) + 'h' i += 1 if minutes > 0 and i <= 2: f += str(minutes) + 'm' i += 1 if secondsf > 0 and i <= 2: f += str(secondsf) + 's' i += 1 if millis > 0 and i <= 2: f += str(millis) + 'ms' i += 1 if f == '': f = '0ms' return f def init_log(output_dir): logging.basicConfig(level=logging.DEBUG, format='%(asctime)s %(message)s', datefmt='%Y%m%d-%H:%M:%S', filename=os.path.join(output_dir, datetime.now().strftime('%Y%m%d_%H%M%S')+'.log'), filemode='w') console = logging.StreamHandler() console.setLevel(logging.INFO) logging.getLogger('').addHandler(console) return logging def set_mp(processes=8): import multiprocessing as mp def init_worker(): import signal signal.signal(signal.SIGINT, signal.SIG_IGN) global pool try: pool.terminate() except: pass if processes: pool = mp.Pool(processes=processes, initializer=init_worker) else: pool = None return pool