class ConcurrentExperiment:
def __init__(self, numb_threads):
self.threads = numb_threads
self.exp_iterations = 5
self.SQL = SQL_Interface()
self.bench = Benchmarker()
self.uuid = uuid.uuid1()
self.cold_time_secs = self.SQL.get_coldtime()
self.test_data_lists = []
def run_experiment(self):
for i in range(self.exp_iterations):
# invoke lambdas concurrently
self.test_data_lists.append(
self.bench.run_method_concurrently('Getter', {
'command': 'get_file_url',
'filename': 'red.png'
}, self.threads))
# wait for lambdas to be cold
time.sleep(self.cold_time_secs)
# add data to db
for td_list in self.test_data_lists:
for td in td_list:
td.description = str(self.uuid) + "|concurrent_experiment"
self.SQL.insert_test(td)
