How much faster could your Python code run (if you used 100s of thread workers)? The ThreadPoolExecutor class provides modern thread pools for IO-bound tasks. This is not some random third-party ...

This code just loses an exception. Without any notification. log a critical msg if something simular happens make the default behavior for ThreadPoolExecutor with at least the first exception raise.