What are some common mistakes when using concurrent futures in Python?
An example of an AI chatbot conversation about common mistakes in concurrent futures.
What are some common mistakes when using concurrent futures in Python?
Some common mistakes include not handling exceptions properly, using blocking calls, and mismanaging thread pools.
Can you explain how to handle exceptions in concurrent futures?
Certainly! You can use the as_completed method to handle exceptions for each future as they complete.
What is the difference between ThreadPoolExecutor and ProcessPoolExecutor?
ThreadPoolExecutor is for I/O-bound tasks, while ProcessPoolExecutor is better for CPU-bound tasks due to separate memory space.
How can I optimize the performance of concurrent futures?
You can optimize performance by choosing the right executor, minimizing shared state, and using futures efficiently.
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