In this section, we will be considering another way to implement threading/multiprocessing: the concurrent.futures module, which is designed to be a high-level interface for implementing asynchronous tasks. Specifically, the concurrent.futures module works seamlessly with the asyncio module, and, in addition, it provides an abstract class called Executor, which contains the skeleton of the two main classes that implement asynchronous threading and multiprocessing, respectively (as suggested by their names): ThreadPoolExecutor and ProcessPoolExecutor.
Before we jump into the API from concurrent.futures, let's discuss the theoretical basics of asynchronous threading/multiprocessing, and how it plays into the framework of the asynchronous programming that asyncio provides.
As a reminder, we have three major elements in our ecosystem of asynchronous programming: the event loop, the coroutines, and their corresponding futures...