def f6_create_employee(self, request, context):
from datetime import datetime
print('f6_create_employee: ' + str(datetime.now()))
e = functions.Employee
e.id = request.id
e.name = request.name
e.age = request.age
e.manager = request.manager
functions.f6_create_employee(e)
return functions_pb2.Empty()
def SendModel(self, request, context):
response = functions_pb2.Empty()
response.value = functions.SendModel(request.model)
return response
def GenerateData(self, request, context):
response = functions_pb2.Empty()
response.value = functions.GenerateData()
return response
def f1_noop(self, request, context):
from datetime import datetime
print('f1_noop: ' + str(datetime.now()))
functions.f1_noop()
return functions_pb2.Empty()
"""
start = time.time()
value = func(*args, **kwargs)
end = time.time()
runtime = end - start
msg = "The runtime for {func} took {time} seconds to complete"
print(msg.format(func=func.__name__, time=runtime))
return value
return function_timer
emp = functions.Employee()
tests = [
('f1_noop', lambda p: p.f1_noop(functions_pb2.Empty())),
('f2_square(0)',
lambda p: p.f2_square(functions_pb2.NumberRequest(num=0))),
('f2_square(2)',
lambda p: p.f2_square(functions_pb2.NumberRequest(num=2))),
('f2_square(1000)',
lambda p: p.f2_square(functions_pb2.NumberRequest(num=1000))),
('f3_mean_8(1..1)', lambda p: p.f3_mean_8(
functions_pb2.MeanRequest(
n1=1, n2=1, n3=1, n4=1, n5=1, n6=1, n7=1, n8=1))),
('f3_mean_8(1..8)', lambda p: p.f3_mean_8(
functions_pb2.MeanRequest(
n1=1, n2=2, n3=3, n4=4, n5=5, n6=6, n7=7, n8=8))),
('f3_mean_8(10000..80000)', lambda p: p.f3_mean_8(
functions_pb2.MeanRequest(n1=10000,
n2=10002,
def f6_create_employee(self, request, context):
functions.f7_get_employee(request.e)
return functions_pb2.Empty()
def trainFunc(i):
empty = functions_pb2.Empty(value=1)
res = stubs[i].Train(empty)
with open("Models/model_" + str(i + 1) + ".h5", "wb") as file:
file.write(base64.b64decode(res.model))
print("Saved model from node0", i)
def genFunc(i):
empty = functions_pb2.Empty(value=1)
res = stubs[i].GenerateData(empty)
print("node0", i + 1, ":", res.value)
