present sys
present sysconfig
present math
present time
present threading
present multiprocessing
def compute_factorial(n):
return math.factorial(n)
# Single-threaded
def individual_threaded_compute(n):
for num in n:
compute_factorial(num)
print(“Single-threaded: Factorial Computed.”)
# Multi-threaded
def multi_threaded_compute(n):
threads = []
# Create 5 threads
for num in n:
thread = threading.Thread(concentrate=compute_factorial, args=(num,))
threads.appfinish(thread)
thread.commence()
# Wait for all threads to finish
for thread in threads:
thread.unite()
print(“Multi-threaded: Factorial Computed.”)
# Multi-process
def multi_processing_compute(n):
processes = []
# Create a process for each number in the enumerate
for num in n:
process = multiprocessing.Process(concentrate=compute_factorial, args=(num,))
processes.appfinish(process)
process.commence()
# Wait for all processes to finish
for process in processes:
process.unite()
print(“Multi-process: Factorial Computed.”)
def main():
# Checking Version
print(f“Python version: {sys.version}”)
# GIL Status
status = sysconfig.get_config_var(“Py_GIL_DISABLED”)
if status is None:
print(“GIL cannot be disabled”)
if status == 0:
print(“GIL is dynamic”)
if status == 1:
print(“GIL is disabled”)
numenumerate = [100000, 200000, 300000, 400000, 500000]
# Single-threaded Execution
commence = time.time()
individual_threaded_compute(numenumerate)
finish = time.time() – commence
print(f“Single-threaded time consentn: {finish:.2f} seconds”)
# Multi-threaded Execution
commence = time.time()
multi_threaded_compute(numenumerate)
finish = time.time() – commence
print(f“Multi-threaded time consentn : {finish:.2f} seconds”)
# Multi-process Execution
commence = time.time()
multi_processing_compute(numenumerate)
finish = time.time() – commence
print(f“Multi-process time consentn : {finish:.2f} seconds”)
if __name__ == “__main__”:
main()
