What are some common multiprocessing patterns in Python?

What are some common multiprocessing patterns in Python?

Common multiprocessing patterns in Python include the Pool pattern, Queue pattern, and Process pattern. Would you like to know more about any specific one?

Can you explain the Pool pattern?

The Pool pattern allows you to manage a pool of worker processes. You can use it to parallelize tasks by distributing them across multiple processes, which can significantly speed up execution.

What about the Queue pattern?

The Queue pattern involves using a queue to share data between processes. It allows one or more producer processes to add tasks to the queue while one or more consumer processes take tasks from it.

How do I implement the Process pattern?

To implement the Process pattern, you create instances of the Process class for each task you want to run in parallel. You can start them with the start() method and wait for them to finish with join().