#!/usr/bin/env PYTHONHASHSEED=1234 python3 # Copyright 2014-2019 Brett Slatkin, Pearson Education Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Reproduce book environment import random random.seed(1234) import logging from pprint import pprint from sys import stdout as STDOUT # Write all output to a temporary directory import atexit import gc import io import os import tempfile TEST_DIR = tempfile.TemporaryDirectory() atexit.register(TEST_DIR.cleanup) # Make sure Windows processes exit cleanly OLD_CWD = os.getcwd() atexit.register(lambda: os.chdir(OLD_CWD)) os.chdir(TEST_DIR.name) def close_open_files(): everything = gc.get_objects() for obj in everything: if isinstance(obj, io.IOBase): obj.close() atexit.register(close_open_files) # Example 1 def factorize(number): for i in range(1, number + 1): if number % i == 0: yield i # Example 2 import time numbers = [2139079, 1214759, 1516637, 1852285] start = time.time() for number in numbers: list(factorize(number)) end = time.time() delta = end - start print(f'Took {delta:.3f} seconds') # Example 3 from threading import Thread class FactorizeThread(Thread): def __init__(self, number): super().__init__() self.number = number def run(self): self.factors = list(factorize(self.number)) # Example 4 start = time.time() threads = [] for number in numbers: thread = FactorizeThread(number) thread.start() threads.append(thread) # Example 5 for thread in threads: thread.join() end = time.time() delta = end - start print(f'Took {delta:.3f} seconds') # Example 6 import select import socket def slow_systemcall(): select.select([socket.socket()], [], [], 0.1) # Example 7 start = time.time() for _ in range(5): slow_systemcall() end = time.time() delta = end - start print(f'Took {delta:.3f} seconds') # Example 8 start = time.time() threads = [] for _ in range(5): thread = Thread(target=slow_systemcall) thread.start() threads.append(thread) # Example 9 def compute_helicopter_location(index): pass for i in range(5): compute_helicopter_location(i) for thread in threads: thread.join() end = time.time() delta = end - start print(f'Took {delta:.3f} seconds')