openai lib race condition

openapi_threads.py

import openai
from threading import Thread
import time


def work_with_openai(tid):
    key = f"key_{tid}"
    openai.api_key = key
    print(f"Thread {tid} set api key as {key}")

    time.sleep(0.1)
    print(f"Thread {tid} sends a request with {openai.api_key}")


def main():
    threads = []
    for i in range(5):
        t = Thread(
            target=work_with_openai,
            args=(i+1,))
        t.start()
        threads.append(t)

    for t in threads:
        t.join()


if __name__ == '__main__':
    main()

Thread 1 set api key as key_1
Thread 2 set api key as key_2
Thread 3 set api key as key_3
Thread 4 set api key as key_4
Thread 5 set api key as key_5

Thread 2 sends a request with key_5
Thread 3 sends a request with key_5
Thread 4 sends a request with key_5
Thread 1 sends a request with key_5
Thread 5 sends a request with key_5