#!/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 class Counter: def __init__(self): self.count = 0 def increment(self, offset): self.count += offset # Example 2 def worker(sensor_index, how_many, counter): # I have a barrier in here so the workers synchronize # when they start counting, otherwise it's hard to get a race # because the overhead of starting a thread is high. BARRIER.wait() for _ in range(how_many): # Read from the sensor # Nothing actually happens here, but this is where # the blocking I/O would go. counter.increment(1) # Example 3 from threading import Barrier BARRIER = Barrier(5) from threading import Thread how_many = 10**5 counter = Counter() threads = [] for i in range(5): thread = Thread(target=worker, args=(i, how_many, counter)) threads.append(thread) thread.start() for thread in threads: thread.join() expected = how_many * 5 found = counter.count print(f'Counter should be {expected}, got {found}') # Example 4 counter.count += 1 # Example 5 value = getattr(counter, 'count') result = value + 1 setattr(counter, 'count', result) # Example 6 # Running in Thread A value_a = getattr(counter, 'count') # Context switch to Thread B value_b = getattr(counter, 'count') result_b = value_b + 1 setattr(counter, 'count', result_b) # Context switch back to Thread A result_a = value_a + 1 setattr(counter, 'count', result_a) # Example 7 from threading import Lock class LockingCounter: def __init__(self): self.lock = Lock() self.count = 0 def increment(self, offset): with self.lock: self.count += offset # Example 8 BARRIER = Barrier(5) counter = LockingCounter() for i in range(5): thread = Thread(target=worker, args=(i, how_many, counter)) threads.append(thread) thread.start() for thread in threads: thread.join() expected = how_many * 5 found = counter.count print(f'Counter should be {expected}, got {found}')