def test_run_transfermethod_success_decorated_tm(self):
''' calling run should execute the tm associated function '''
var = 0
def func(param):
nonlocal var
var += param
tm = transfer_methods.transfermethod(
f=func, f_params={'param': 5}, schedule=schedules.DummySchedule())
self.assertTrue(isinstance(tm.mid, uuid.UUID))
self.assertEqual(tm._f, func)
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.f_params, {'param': 5})
tm(func)
self.assertEqual(tm._func_params.keys(), {'param': 5}.keys())
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.schedule.activation_metrics, [])
self.assertEqual(tm.schedule.exec_on_load, False)
self.assertIsNotNone(getattr(tm, 'f', None))
self.assertTrue(asyncio.iscoroutinefunction(tm.f))
tm_info = tmIndex.get_tm_info(tm.mid)
self.assertEqual(tm_info['enabled'], False)
self.assertEqual(tm_info['tm'], tm)
ts = pd.Timestamp('now', tz='utc')
metrics = []
loop.run_until_complete(tm.run(ts, metrics))
self.assertEqual(var, 5)
def test_transfermethod_success_registering_decorated_transfermethod_DummySchedule(
self):
'''transfermethod object should be able to register a decorated transfer_method with DummySchedule '''
def func(param):
pass
tm = transfer_methods.transfermethod(
f_params={'param': 'param'},
schedule=schedules.DummySchedule(exec_on_load=True))
self.assertTrue(isinstance(tm.mid, uuid.UUID))
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.schedule.exec_on_load, True)
self.assertEqual(tm.f_params, {'param': 'param'})
f = tm(func)
self.assertEqual(f, func)
self.assertEqual(tm._func_params.keys(), {'param': 'param'}.keys())
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.schedule.activation_metrics, [])
self.assertEqual(tm.schedule.exec_on_load, True)
self.assertIsNotNone(getattr(tm, 'f', None))
self.assertTrue(asyncio.iscoroutinefunction(tm.f))
tm_info = tmIndex.get_tm_info(tm.mid)
self.assertEqual(tm_info['enabled'], False)
self.assertEqual(tm_info['tm'], tm)
def test_DummySchedule_activation_metrics_modification_not_allowed(self):
''' DummySchedule's activation_metrics parameter cannot be modified '''
sc = schedules.DummySchedule()
self.assertEqual(sc.exec_on_load, False)
self.assertEqual(sc.activation_metrics, [])
with self.assertRaises(AttributeError) as cm:
sc.activation_metrics = ['a']
self.assertEqual(str(cm.exception), "can't set attribute")
def test_run_transfermethod_failure_not_decorated_or_binded_function_found(
self):
''' calling run should fail if tm has not associated function '''
tm = transfer_methods.transfermethod(
f_params={'param': 5}, schedule=schedules.DummySchedule())
self.assertTrue(isinstance(tm.mid, uuid.UUID))
self.assertEqual(tm._f, None)
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.f_params, {'param': 5})
ts = pd.Timestamp('now', tz='utc')
metrics = []
loop.run_until_complete(tm.run(ts, metrics))
async def test_run_transfermethod_success_binded_tm(self):
''' calling run should execute the tm associated function '''
try:
async def enable_tm(mid):
return True
enable_tm_bck = tmIndex.enable_tm
tmIndex.enable_tm = enable_tm
var = 0
def func(param):
nonlocal var
var += param
tm = transfer_methods.transfermethod(
f=func,
f_params={'param': 5},
schedule=schedules.DummySchedule())
self.assertTrue(isinstance(tm.mid, uuid.UUID))
self.assertEqual(tm._f, func)
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.f_params, {'param': 5})
await tm.bind()
self.assertEqual(tm._func_params.keys(), {'param': 5}.keys())
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.schedule.activation_metrics, [])
self.assertEqual(tm.schedule.exec_on_load, False)
self.assertIsNotNone(getattr(tm, 'f', None))
self.assertTrue(asyncio.iscoroutinefunction(tm.f))
tm_info = tmIndex.get_tm_info(tm.mid)
self.assertEqual(tm_info['enabled'], False)
self.assertEqual(tm_info['tm'], tm)
ts = pd.Timestamp('now', tz='utc')
metrics = []
await tm.run(ts, metrics)
self.assertEqual(var, 5)
except:
raise
finally:
tmIndex.enable_tm = enable_tm_bck
async def test_bind_transfermethod_success_with_DummySchedule(self):
''' calling bind should succeed with a tm with DummySchedule '''
try:
async def enable_tm(mid):
return True
def func(param):
pass
enable_tm_bck = tmIndex.enable_tm
tmIndex.enable_tm = enable_tm
tm = transfer_methods.transfermethod(
f=func,
f_params={'param': 'param'},
schedule=schedules.DummySchedule())
self.assertTrue(isinstance(tm.mid, uuid.UUID))
self.assertEqual(tm._f, func)
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.f_params, {'param': 'param'})
await tm.bind()
self.assertEqual(tm._func_params.keys(), {'param': 'param'}.keys())
self.assertNotEqual(tm.schedule, None)
self.assertTrue(isinstance(tm.schedule, schedules.DummySchedule))
self.assertEqual(tm.schedule.activation_metrics, [])
self.assertEqual(tm.schedule.exec_on_load, False)
self.assertIsNotNone(getattr(tm, 'f', None))
self.assertTrue(asyncio.iscoroutinefunction(tm.f))
tm_info = tmIndex.get_tm_info(tm.mid)
self.assertEqual(tm_info['enabled'], False)
self.assertEqual(tm_info['tm'], tm)
except:
raise
finally:
tmIndex.enable_tm = enable_tm_bck
def test_transfer_method_DummySchedule_success(self):
''' creation of a transfermethod object should succeed if schedule is DummySchedule '''
schedule = schedules.DummySchedule()
tm = transfer_methods.transfermethod(schedule=schedule)
self.assertEqual(tm.schedule, schedule)
def test_creation_DummySchedule_success_exec_on_load_true(self):
''' creating a DummySchedule object should succeed '''
sc = schedules.DummySchedule(exec_on_load=True)
self.assertEqual(sc.exec_on_load, True)
self.assertEqual(sc.activation_metrics, [])
self.assertEqual(sc.meets(), False)
def test_creation_DummySchedule_success_with_defaults(self):
''' creating a DummySchedule object should succeed. exec_on_load should be False by default '''
sc = schedules.DummySchedule()
self.assertEqual(sc.exec_on_load, False)
self.assertEqual(sc.activation_metrics, [])
self.assertEqual(sc.meets(), False)