Python GIL

What is GIL?

• GIL is a concept that extends the lock used in threads to the interpreter level

• It prevents multiple threads from executing simultaneously

  • It enforces that only one Bytecode is executed at any given point in time

• Each thread can only execute after waiting for the GIL to be released by another thread

  • Even if implemented with multi-threading, it essentially operates as single-threaded

Advantages

: Multi-threading using GIL is easier to implement than multi-threading without it, and in memory management approaches that use reference counting, GIL results in less overhead, providing better performance than the fine-grained lock approach in single-threaded scenarios

Disadvantages

Performance issues

• Cases where performance issues arise due to GIL include when tasks that are heavily CPU-bound (such as compression, sorting, encoding) are performed using multi-threading

• In these cases, even with multi-threaded execution, there is barely any difference compared to single-threaded execution due to GIL

• To solve this, multi-threading should be used for IO-bound programs such as file and network IO, while multi-processing should be utilized for CPU-bound tasks