python
import threading
from hermes_cache import HermesMemoize
cache = HermesMemoize(back_end='redis', host='localhost', port=6379)
def expensive_operation(arg):
result = cache.get(arg)
if result is None:
result = calculate(arg)
cache.set(arg, result)
return result
def concurrent_operations(args):
results = []
threads = []
for arg in args:
thread = threading.Thread(target=expensive_operation, args=(arg,))
thread.start()
threads.append(thread)
for thread in threads:
thread.join()
for thread in threads:
results.append(thread.result())
return results
arguments = [1, 2, 3, 4, 5]
results = concurrent_operations(arguments)
print(results)
