class TestTimeSeries(unittest.TestCase):
"""
Test class for time series api client
"""
def setUp(self) -> None:
"""
Setup test data
Returns:
None
"""
self.fiware_header = FiwareHeader(
service=settings.FIWARE_SERVICE,
service_path=settings.FIWARE_SERVICEPATH)
self.ql_client = QuantumLeapClient(url=settings.QL_URL,
fiware_header=self.fiware_header)
self.cb_client = ContextBrokerClient(url=settings.CB_URL,
fiware_header=self.fiware_header)
def test_meta_endpoints(self) -> None:
"""
Test meta data endpoints
Returns:
None
"""
with QuantumLeapClient(
url=settings.QL_URL,
fiware_header=self.fiware_header) \
as client:
self.assertIsNotNone(client.get_version())
self.assertIsNotNone(client.get_health())
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL,
ql_url=settings.QL_URL)
def test_input_endpoints(self) -> None:
"""
Test input endpoint
Returns:
None
"""
entities = create_entities()
for entity in entities:
self.cb_client.post_entity(entity)
with QuantumLeapClient(
url=settings.QL_URL,
fiware_header=self.fiware_header) \
as client:
notification_message = Message(data=entities,
subscriptionId="test")
client.post_subscription(cb_url=settings.CB_URL,
ql_url=settings.QL_URL,
entity_id=entities[0].id)
client.post_notification(notification_message)
time.sleep(1)
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
ql_url=settings.QL_URL)
def test_entity_context(self) -> None:
"""
Test entities endpoint
Returns:
None
"""
entities = create_entities()
with QuantumLeapClient(
url=settings.QL_URL,
fiware_header=self.fiware_header) \
as client:
notification_message = Message(data=entities,
subscriptionId="test")
client.post_notification(notification_message)
time.sleep(1)
entities = client.get_entities(entity_type=entities[0].type)
for entity in entities:
logger.debug(entity.json(indent=2))
def test_query_endpoints_by_id(self) -> None:
"""
Test queries with default values
Returns:
None
"""
with QuantumLeapClient(
url=settings.QL_URL,
fiware_header=self.fiware_header.copy(
update={'service_path': '/static'})) \
as client:
entities = create_entities()
with self.assertRaises(requests.RequestException):
client.get_entity_by_id(entity_id=entities[0].id,
entity_type='MyType')
for entity in entities:
# get by id
attrs_id = client.get_entity_by_id(entity_id=entity.id,
aggr_period='minute',
aggr_method='avg',
attrs='temperature,co2')
logger.debug(attrs_id.json(indent=2))
logger.debug(attrs_id.to_pandas())
attrs_values_id = client.get_entity_values_by_id(
entity_id=entity.id)
logger.debug(attrs_values_id.to_pandas())
self.assertEqual(len(attrs_values_id.index), 10000)
attr_id = client.get_entity_attr_by_id(entity_id=entity.id,
attr_name="temperature")
logger.debug(attr_id.to_pandas())
self.assertEqual(len(attr_id.index), 10000)
attr_values_id = client.get_entity_attr_values_by_id(
entity_id=entity.id, attr_name="temperature")
logger.debug(attr_values_id.to_pandas())
self.assertEqual(len(attrs_values_id.index), 10000)
def test_query_endpoints_by_type(self) -> None:
"""
Test queries by type with default values
Returns:
None
"""
with QuantumLeapClient(
url=settings.QL_URL,
fiware_header=self.fiware_header.copy(
update={'service_path': '/static'})) \
as client:
entities = create_entities()
for entity in entities:
# get by type
attrs_type = client.get_entity_by_type(entity_type=entity.type)
for entity_id in attrs_type:
logger.debug(entity_id.to_pandas())
self.assertEqual(
sum([len(entity_id.index) for entity_id in attrs_type]),
10000)
attrs_values_type = client.get_entity_values_by_type(
entity_type=entity.type, )
for entity_id in attrs_values_type:
logger.debug(entity_id.to_pandas())
self.assertEqual(
sum([
len(entity_id.index) for entity_id in attrs_values_type
]), 10000)
attr_type = client.get_entity_attr_by_type(
entity_type=entity.type, attr_name="temperature")
for entity_id in attr_type:
logger.debug(entity_id.to_pandas())
self.assertEqual(
sum([len(entity_id.index) for entity_id in attr_type]),
10000)
attr_values_type = client.get_entity_attr_values_by_type(
entity_type=entity.type, attr_name="temperature")
for entity_id in attr_values_type:
logger.debug(entity_id.to_pandas())
self.assertEqual(
sum([
len(entity_id.index) for entity_id in attr_values_type
]), 10000)
def test_test_query_endpoints_with_args(self) -> None:
"""
Test arguments for queries
Returns:
None
"""
with QuantumLeapClient(
url=settings.QL_URL,
fiware_header=self.fiware_header.copy(
update={'service_path': '/static'})) \
as client:
for entity in create_entities():
# test limit
for limit in range(5000, 25000, 5000):
records = client.get_entity_by_id(entity_id=entity.id,
attrs='temperature,co2',
limit=limit)
logger.debug(records.json(indent=2))
logger.debug(records.to_pandas())
self.assertEqual(len(records.index), limit)
# test last_n
for last_n in range(5000, 25000, 5000):
limit = 15000
last_n_records = client.get_entity_by_id(
entity_id=entity.id,
attrs='temperature,co2',
limit=limit,
last_n=last_n)
self.assertGreater(last_n_records.index[0],
records.index[0])
self.assertEqual(len(last_n_records.index),
min(last_n, limit))
# test offset
old_records = None
for offset in range(5000, 25000, 5000):
# with limit
records = client.get_entity_by_id(entity_id=entity.id,
attrs='temperature,co2',
offset=offset)
if old_records:
self.assertLess(old_records.index[0], records.index[0])
old_records = records
old_records = None
for offset in range(5000, 25000, 5000):
# test with last_n
records = client.get_entity_by_id(entity_id=entity.id,
attrs='temperature,co2',
offset=offset,
last_n=5)
if old_records:
self.assertGreater(old_records.index[0],
records.index[0])
old_records = records
def tearDown(self) -> None:
"""
Clean up server
Returns:
None
"""
clear_all(fiware_header=self.fiware_header,
cb_url=settings.CB_URL,
ql_url=settings.QL_URL)
self.ql_client.close()
self.cb_client.close()
# ## Main script
if __name__ == '__main__':
# create a fiware header object
fiware_header = FiwareHeader(service=SERVICE, service_path=SERVICE_PATH)
# clear the state of your service and scope
clear_iot_agent(url=IOTA_URL, fiware_header=fiware_header)
clear_context_broker(url=CB_URL, fiware_header=fiware_header)
# Create clients and restore devices and groups from file
groups = parse_file_as(List[ServiceGroup], READ_GROUPS_FILEPATH)
devices = parse_file_as(List[Device], READ_DEVICES_FILEPATH)
entities = parse_file_as(List[ContextEntity], READ_ENTITIES_FILEPATH)
cbc = ContextBrokerClient(url=CB_URL, fiware_header=fiware_header)
for entity in entities:
cbc.post_entity(entity=entity)
iotac = IoTAClient(url=IOTA_URL, fiware_header=fiware_header)
iotac.post_groups(service_groups=groups)
iotac.post_devices(devices=devices)
# ToDo: Retrieve all iot resources from the IoT-Agent
# Get the group and device configurations from the server
group = iotac.get_group(resource="/iot/json", apikey=APIKEY)
weather_station = iotac.get_device(device_id="device:001")
zone_temperature_sensor = iotac.get_device(device_id="device:002")
heater = iotac.get_device(device_id="device:003")
# ToDo: Get context entities from the Context Broker
# (exclude the IoT device ones)
building = cbc.get_entity(entity_id="urn:ngsi-ld:building:001",
# ## 2 Interact with QL
#
# ### 2.1 Create a ContextEntity to work with
#
# for more details see: e01_ngsi_v2_context_basics.py
hall = {
"id": "Hall_1",
"type": "Room",
"temperature": {
"value": random.randint(0, 100),
"type": "Integer"
},
}
hall_entity = ContextEntity(**hall)
cb_client.post_entity(hall_entity)
# ### 2.2 Manage subscriptions
#
# create a subscription
# Note: that the IP must be the ones that orion and quantumleap can access,
# e.g. service name or static IP, localhost will not work here.
ql_client.post_subscription(entity_id=hall_entity.id,
cb_url="http://orion:1026",
ql_url="http://quantumleap:8668",
throttling=0)
# Get all subscriptions
subscription_list = cb_client.get_subscription_list()
# Notify QL manually
# ### 2.1.2 Using the constructor and interfaces
#
room2_entity = ContextEntity(id="Room2", type="Room")
temp_attr = NamedContextAttribute(name="temperature",
value=22,
type=DataType.FLOAT)
pressure_attr = NamedContextAttribute(name="pressure",
value=222,
type="Integer")
room2_entity.add_attributes([temp_attr, pressure_attr])
# ## 2.2 Post Entities
#
print(cb_client.get_entity_list())
cb_client.post_entity(entity=room1_entity)
cb_client.post_entity(entity=room2_entity)
# # 3 Access entities in Fiware
#
# Get all entities from context broker
logger.info(cb_client.get_entity_list())
# Get entities by id
logger.info(cb_client.get_entity_list(entity_ids=["Room1"]))
# Get entities by type
logger.info(cb_client.get_entity_list(entity_types=["Room"]))
# Get entities by id pattern
logger.info(cb_client.get_entity_list(id_pattern="^Room[2-5]"))
# ToDo: create a `description` property for your building
building_description = NamedContextAttribute(name="description",
type="Text",
value="Small office building "
"with good insulation "
"standard")
# add all properties to your building using the
# `add_attribute` function of your building object
building.add_attributes(attrs=[building_description, category, address])
# ToDo: Create a context broker client and add the fiware_header
cbc = ContextBrokerClient(url=CB_URL, fiware_header=fiware_header)
# ToDo: Send your building model to the context broker. Check the client
# for the proper function
cbc.post_entity(entity=building)
# Update your local building model with the one from the server
building = cbc.get_entity(entity_id=building.id, entity_type=building.type)
# print your `building model` as json
print(f"This is your building model: \n {building.json(indent=2)} \n")
# ToDo: create a `opening hours` property and add it to the building object
# in the context broker. Do not update the whole entity! In real
# scenarios it might have been modified by other users.
opening_hours = NamedContextAttribute(
name="openingHours",
type="array",
value=["Mo-Fr 10:00-19:00", "Sa closed", "Su closed"])
class Control:
"""PID controller with FIWARE interface"""
def __init__(self):
"""Initialization"""
# # use envirnment variables
# os.environ["CONFIG_FILE"] = "False"
# define parameters
self.params = {}
self.params['controller_name'] = os.getenv("CONTROLLER_NAME", 'PID_1')
self.params['type'] = "PID_Controller"
self.params['setpoint'] = float(os.getenv("SETPOINT", '293.15'))
# reverse mode can be activated by passing negative tunings to controller
self.params['Kp'] = float(os.getenv("KP", '1.0'))
self.params['Ki'] = float(os.getenv("KI", '0'))
self.params['Kd'] = float(os.getenv("KD", '0'))
self.params['lim_low'] = float(os.getenv("LIM_LOW", '0'))
self.params['lim_upper'] = float(os.getenv("LIM_UPPER", '100'))
self.params['pause_time'] = float(os.getenv("PAUSE_TIME", 0.2))
self.params['sensor_entity_name'] = os.getenv("SENSOR_ENTITY_NAME", '')
self.params['sensor_type'] = os.getenv("SENSOR_TYPE", None)
self.params['sensor_attr'] = os.getenv("SENSOR_ATTR", '')
self.params['actuator_entity_name'] = os.getenv(
"ACTUATOR_ENTITY_NAME", '')
self.params['actuator_type'] = os.getenv("ACTUATOR_TYPE", '')
self.params['actuator_command'] = os.getenv("ACTUATOR_COMMAND", '')
self.params['actuator_command_value'] = self.params[
'actuator_command'] + '_info'
self.params['service'] = os.getenv("FIWARE_SERVICE", '')
self.params['service_path'] = os.getenv("FIWARE_SERVICE_PATH", '')
self.params['cb_url'] = os.getenv("CB_URL", "http://localhost:1026")
# settings for security mode
self.security_mode = os.getenv("SECURITY_MODE",
'False').lower() in ('true', '1', 'yes')
self.params['token'] = (None, None)
# Get token from keycloak in security mode
if self.security_mode:
self.kp = KeycloakPython()
self.params['token'] = self.kp.get_access_token()
# Create simple pid instance
self.pid = PID(self.params['Kp'],
self.params['Ki'],
self.params['Kd'],
setpoint=self.params['setpoint'],
output_limits=(self.params['lim_low'],
self.params['lim_upper']))
# Additional parameters
self.auto_mode = True
self.u = None # control variable u
self.y_act = self.params[
'setpoint'] # set the initial measurement to set point
# Create the fiware header
fiware_header = FiwareHeader(service=self.params['service'],
service_path=self.params['service_path'])
# Create orion context broker client
self.ORION_CB = ContextBrokerClient(url=self.params['cb_url'],
fiware_header=fiware_header)
def create_entity(self):
"""Creates entitiy of PID controller in orion context broker"""
try:
self.ORION_CB.get_entity(entity_id=self.params['controller_name'],
entity_type=self.params['type'])
print('Entity name already assigned')
except requests.exceptions.HTTPError as err:
msg = err.args[0]
if "NOT FOUND" not in msg.upper():
raise # throw other errors except "entity not found"
print('[INFO]: Create new PID entity')
pid_entity = ContextEntity(id=f"{self.params['controller_name']}",
type=self.params['type'])
cb_attrs = []
for attr in ['Kp', 'Ki', 'Kd', 'lim_low', 'lim_upper', 'setpoint']:
cb_attrs.append(
NamedContextAttribute(name=attr,
type="Number",
value=self.params[attr]))
pid_entity.add_attributes(attrs=cb_attrs)
self.ORION_CB.post_entity(entity=pid_entity, update=True)
def update_params(self):
"""Read PID parameters of entity in context broker and updates PID control parameters"""
# read PID parameters from context broker
for attr in ['Kp', 'Ki', 'Kd', 'lim_low', 'lim_upper', 'setpoint']:
self.params[attr] = float(
self.ORION_CB.get_attribute_value(
entity_id=self.params['controller_name'],
entity_type=self.params['type'],
attr_name=attr))
# update PID parameters
self.pid.tunings = (self.params['Kp'], self.params['Ki'],
self.params['Kd'])
self.pid.output_limits = (self.params['lim_low'],
self.params['lim_upper'])
self.pid.setpoint = self.params['setpoint']
# read measured values from CB
try:
# read the current actuator value u (synchronize the value with the actuator)
self.u = self.ORION_CB.get_attribute_value(
entity_id=self.params['actuator_entity_name'],
entity_type=self.params['actuator_type'],
attr_name=self.params['actuator_command_value'])
if not isinstance(self.u, (int, float)):
self.u = None
# read the value of process variable y from sensor
y = self.ORION_CB.get_attribute_value(
entity_id=self.params['sensor_entity_name'],
entity_type=self.params['sensor_type'],
attr_name=self.params['sensor_attr'])
# set 0 if empty
if y == " ":
y = '0'
# convert to float
self.y_act = float(y)
except requests.exceptions.HTTPError as err:
msg = err.args[0]
if "NOT FOUND" not in msg.upper():
raise
self.auto_mode = False
print("Controller connection fails")
else:
# If no errors are raised
self.auto_mode = True
# Update the actual actuator value to allow warm star after interruption
self.pid.set_auto_mode(self.auto_mode, last_output=self.u)
def run(self):
"""Calculation of PID output"""
try:
if self.auto_mode: # if connection is good, auto_mode = True -> controller active
# calculate PID output
self.u = self.pid(self.y_act)
# build command
command = NamedCommand(name=self.params['actuator_command'],
value=round(self.u, 3))
self.ORION_CB.post_command(
entity_id=self.params['actuator_entity_name'],
entity_type=self.params['actuator_type'],
command=command)
except requests.exceptions.HTTPError as err:
msg = err.args[0]
if "NOT FOUND" not in msg.upper():
raise
self.auto_mode = False
print("Controller connection fails")
def update_token(self):
"""
Update the token if necessary. Write the latest token into the
header of CB client.
"""
token = self.kp.check_update_token_validity(
input_token=self.params['token'], min_valid_time=60)
if all(token): # if a valid token is returned
self.params['token'] = token
# Update the header with token
self.ORION_CB.headers.update(
{"Authorization": f"Bearer {self.params['token'][0]}"})
def control_loop(self):
"""The control loop"""
try:
while True:
# Update token if run in security mode
if self.security_mode:
self.update_token()
else:
pass
self.update_params()
self.run()
time.sleep(self.params['pause_time'])
finally:
print("control loop fails")
os.abort()
class TestContextBroker(unittest.TestCase):
"""
Test class for ContextBrokerClient
"""
def setUp(self) -> None:
"""
Setup test data
Returns:
None
"""
self.fiware_header = FiwareHeader(
service=settings.FIWARE_SERVICE,
service_path=settings.FIWARE_SERVICEPATH)
clear_all(fiware_header=self.fiware_header,
cb_url=settings.CB_URL,
iota_url=settings.IOTA_JSON_URL)
self.resources = {
"entities_url": "/v2/entities",
"types_url": "/v2/types",
"subscriptions_url": "/v2/subscriptions",
"registrations_url": "/v2/registrations"
}
self.attr = {'temperature': {'value': 20.0,
'type': 'Number'}}
self.entity = ContextEntity(id='MyId', type='MyType', **self.attr)
self.client = ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header)
self.subscription = Subscription.parse_obj({
"description": "One subscription to rule them all",
"subject": {
"entities": [
{
"idPattern": ".*",
"type": "Room"
}
],
"condition": {
"attrs": [
"temperature"
],
"expression": {
"q": "temperature>40"
}
}
},
"notification": {
"http": {
"url": "http://localhost:1234"
},
"attrs": [
"temperature",
"humidity"
]
},
"expires": datetime.now(),
"throttling": 0
})
def test_management_endpoints(self):
"""
Test management functions of context broker client
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
self.assertIsNotNone(client.get_version())
self.assertEqual(client.get_resources(), self.resources)
def test_statistics(self):
"""
Test statistics of context broker client
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
self.assertIsNotNone(client.get_statistics())
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL,
iota_url=settings.IOTA_JSON_URL)
def test_pagination(self):
"""
Test pagination of context broker client
Test pagination. only works if enough entities are available
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
entities_a = [ContextEntity(id=str(i),
type=f'filip:object:TypeA') for i in
range(0, 1000)]
client.update(action_type=ActionType.APPEND, entities=entities_a)
entities_b = [ContextEntity(id=str(i),
type=f'filip:object:TypeB') for i in
range(1000, 2001)]
client.update(action_type=ActionType.APPEND, entities=entities_b)
self.assertLessEqual(len(client.get_entity_list(limit=1)), 1)
self.assertLessEqual(len(client.get_entity_list(limit=999)), 999)
self.assertLessEqual(len(client.get_entity_list(limit=1001)), 1001)
self.assertLessEqual(len(client.get_entity_list(limit=2001)), 2001)
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL)
def test_entity_filtering(self):
"""
Test filter operations of context broker client
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
# test patterns
with self.assertRaises(ValueError):
client.get_entity_list(id_pattern='(&()?')
with self.assertRaises(ValueError):
client.get_entity_list(type_pattern='(&()?')
entities_a = [ContextEntity(id=str(i),
type=f'filip:object:TypeA') for i in
range(0, 5)]
client.update(action_type=ActionType.APPEND, entities=entities_a)
entities_b = [ContextEntity(id=str(i),
type=f'filip:object:TypeB') for i in
range(6, 10)]
client.update(action_type=ActionType.APPEND, entities=entities_b)
entities_all = client.get_entity_list()
entities_by_id_pattern = client.get_entity_list(
id_pattern='.*[1-5]')
self.assertLess(len(entities_by_id_pattern), len(entities_all))
entities_by_type_pattern = client.get_entity_list(
type_pattern=".*TypeA$")
self.assertLess(len(entities_by_type_pattern), len(entities_all))
qs = QueryString(qs=[('presentValue', '>', 0)])
entities_by_query = client.get_entity_list(q=qs)
self.assertLess(len(entities_by_query), len(entities_all))
# test options
for opt in list(AttrsFormat):
entities_by_option = client.get_entity_list(response_format=opt)
self.assertEqual(len(entities_by_option), len(entities_all))
self.assertEqual(client.get_entity(
entity_id='0',
response_format=opt),
entities_by_option[0])
with self.assertRaises(ValueError):
client.get_entity_list(response_format='not in AttrFormat')
client.update(action_type=ActionType.DELETE, entities=entities_a)
client.update(action_type=ActionType.DELETE, entities=entities_b)
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL)
def test_entity_operations(self):
"""
Test entity operations of context broker client
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
client.post_entity(entity=self.entity, update=True)
res_entity = client.get_entity(entity_id=self.entity.id)
client.get_entity(entity_id=self.entity.id, attrs=['temperature'])
self.assertEqual(client.get_entity_attributes(
entity_id=self.entity.id), res_entity.get_properties(
response_format='dict'))
res_entity.temperature.value = 25
client.update_entity(entity=res_entity)
self.assertEqual(client.get_entity(entity_id=self.entity.id),
res_entity)
res_entity.add_attributes({'pressure': ContextAttribute(
type='Number', value=1050)})
client.update_entity(entity=res_entity)
self.assertEqual(client.get_entity(entity_id=self.entity.id),
res_entity)
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL)
def test_attribute_operations(self):
"""
Test attribute operations of context broker client
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
entity = self.entity
attr_txt = NamedContextAttribute(name='attr_txt',
type='Text',
value="Test")
attr_bool = NamedContextAttribute(name='attr_bool',
type='Boolean',
value=True)
attr_float = NamedContextAttribute(name='attr_float',
type='Number',
value=round(random.random(), 5))
attr_list = NamedContextAttribute(name='attr_list',
type='StructuredValue',
value=[1, 2, 3])
attr_dict = NamedContextAttribute(name='attr_dict',
type='StructuredValue',
value={'key': 'value'})
entity.add_attributes([attr_txt,
attr_bool,
attr_float,
attr_list,
attr_dict])
self.assertIsNotNone(client.post_entity(entity=entity,
update=True))
res_entity = client.get_entity(entity_id=entity.id)
for attr in entity.get_properties():
self.assertIn(attr, res_entity.get_properties())
res_attr = client.get_attribute(entity_id=entity.id,
attr_name=attr.name)
self.assertEqual(type(res_attr.value), type(attr.value))
self.assertEqual(res_attr.value, attr.value)
value = client.get_attribute_value(entity_id=entity.id,
attr_name=attr.name)
# unfortunately FIWARE returns an int for 20.0 although float
# is expected
if isinstance(value, int) and not isinstance(value, bool):
value = float(value)
self.assertEqual(type(value), type(attr.value))
self.assertEqual(value, attr.value)
for attr_name, attr in entity.get_properties(
response_format='dict').items():
client.update_entity_attribute(entity_id=entity.id,
attr_name=attr_name,
attr=attr)
value = client.get_attribute_value(entity_id=entity.id,
attr_name=attr_name)
# unfortunately FIWARE returns an int for 20.0 although float
# is expected
if isinstance(value, int) and not isinstance(value, bool):
value = float(value)
self.assertEqual(type(value), type(attr.value))
self.assertEqual(value, attr.value)
new_value = 1337.0
client.update_attribute_value(entity_id=entity.id,
attr_name='temperature',
value=new_value)
attr_value = client.get_attribute_value(entity_id=entity.id,
attr_name='temperature')
self.assertEqual(attr_value, new_value)
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL)
def test_type_operations(self):
"""
Test type operations of context broker client
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
self.assertIsNotNone(client.post_entity(entity=self.entity,
update=True))
client.get_entity_types()
client.get_entity_types(options='count')
client.get_entity_types(options='values')
client.get_entity_type(entity_type='MyType')
client.delete_entity(entity_id=self.entity.id,
entity_type=self.entity.type)
@unittest.skip('Does currently not work in CI')
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL)
def test_subscriptions(self):
"""
Test subscription operations of context broker client
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
sub_id = client.post_subscription(subscription=self.subscription,
skip_initial_notification=True)
sub_res = client.get_subscription(subscription_id=sub_id)
time.sleep(1)
sub_update = sub_res.copy(
update={'expires': datetime.now() + timedelta(days=1)})
client.update_subscription(subscription=sub_update)
sub_res_updated = client.get_subscription(subscription_id=sub_id)
self.assertNotEqual(sub_res.expires, sub_res_updated.expires)
self.assertEqual(sub_res.id, sub_res_updated.id)
self.assertGreaterEqual(sub_res_updated.expires, sub_res.expires)
# test duplicate prevention and update
sub = self.subscription.copy()
id1 = client.post_subscription(sub)
sub_first_version = client.get_subscription(id1)
sub.description = "This subscription shall not pass"
id2 = client.post_subscription(sub, update=False)
self.assertEqual(id1, id2)
sub_second_version = client.get_subscription(id2)
self.assertEqual(sub_first_version.description,
sub_second_version.description)
id2 = client.post_subscription(sub, update=True)
self.assertEqual(id1, id2)
sub_second_version = client.get_subscription(id2)
self.assertNotEqual(sub_first_version.description,
sub_second_version.description)
# test that duplicate prevention does not prevent to much
sub2 = self.subscription.copy()
sub2.description = "Take this subscription to Fiware"
sub2.subject.entities[0] = {
"idPattern": ".*",
"type": "Building"
}
id3 = client.post_subscription(sub2)
self.assertNotEqual(id1, id3)
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL,
iota_url=settings.IOTA_JSON_URL)
def test_subscription_set_status(self):
"""
Test subscription operations of context broker client
"""
sub = self.subscription.copy(
update={'expires': datetime.now() + timedelta(days=1)})
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
sub_id = client.post_subscription(subscription=sub)
sub_res = client.get_subscription(subscription_id=sub_id)
self.assertEqual(sub_res.status, Status.ACTIVE)
sub_inactive = sub_res.copy(update={'status': Status.INACTIVE})
client.update_subscription(subscription=sub_inactive)
sub_res_inactive = client.get_subscription(subscription_id=sub_id)
self.assertEqual(sub_res_inactive.status, Status.INACTIVE)
sub_active = sub_res_inactive.copy(update={'status': Status.ACTIVE})
client.update_subscription(subscription=sub_active)
sub_res_active = client.get_subscription(subscription_id=sub_id)
self.assertEqual(sub_res_active.status, Status.ACTIVE)
sub_expired = sub_res_active.copy(
update={'expires': datetime.now() - timedelta(days=365)})
client.update_subscription(subscription=sub_expired)
sub_res_expired = client.get_subscription(subscription_id=sub_id)
self.assertEqual(sub_res_expired.status, Status.EXPIRED)
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL,
iota_url=settings.IOTA_JSON_URL)
def test_mqtt_subscriptions(self):
mqtt_url = settings.MQTT_BROKER_URL
mqtt_topic = ''.join([settings.FIWARE_SERVICE,
settings.FIWARE_SERVICEPATH])
notification = self.subscription.notification.copy(
update={'http': None, 'mqtt': Mqtt(url=mqtt_url,
topic=mqtt_topic)})
subscription = self.subscription.copy(
update={'notification': notification,
'description': 'MQTT test subscription',
'expires': None})
entity = ContextEntity(id='myID', type='Room', **self.attr)
self.client.post_entity(entity=entity)
sub_id = self.client.post_subscription(subscription)
sub_message = None
def on_connect(client, userdata, flags, reasonCode, properties=None):
if reasonCode != 0:
logger.error(f"Connection failed with error code: "
f"'{reasonCode}'")
raise ConnectionError
else:
logger.info("Successfully, connected with result code " + str(
reasonCode))
client.subscribe(mqtt_topic)
def on_subscribe(client, userdata, mid, granted_qos, properties=None):
logger.info("Successfully subscribed to with QoS: %s", granted_qos)
def on_message(client, userdata, msg):
logger.info(msg.topic + " " + str(msg.payload))
nonlocal sub_message
sub_message = Message.parse_raw(msg.payload)
def on_disconnect(client, userdata, reasonCode, properties=None):
logger.info("MQTT client disconnected with reasonCode "
+ str(reasonCode))
import paho.mqtt.client as mqtt
mqtt_client = mqtt.Client(userdata=None,
protocol=mqtt.MQTTv5,
transport="tcp")
# add our callbacks to the client
mqtt_client.on_connect = on_connect
mqtt_client.on_subscribe = on_subscribe
mqtt_client.on_message = on_message
mqtt_client.on_disconnect = on_disconnect
# connect to the server
mqtt_url = urlparse(mqtt_url)
mqtt_client.connect(host=mqtt_url.hostname,
port=mqtt_url.port,
keepalive=60,
bind_address="",
bind_port=0,
clean_start=mqtt.MQTT_CLEAN_START_FIRST_ONLY,
properties=None)
# create a non-blocking thread for mqtt communication
mqtt_client.loop_start()
new_value = 50
self.client.update_attribute_value(entity_id=entity.id,
attr_name='temperature',
value=new_value,
entity_type=entity.type)
time.sleep(5)
# test if the subscriptions arrives and the content aligns with updates
self.assertIsNotNone(sub_message)
self.assertEqual(sub_id, sub_message.subscriptionId)
self.assertEqual(new_value, sub_message.data[0].temperature.value)
mqtt_client.loop_stop()
mqtt_client.disconnect()
time.sleep(1)
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL)
def test_batch_operations(self):
"""
Test batch operations of context broker client
"""
with ContextBrokerClient(
url=settings.CB_URL,
fiware_header=self.fiware_header) as client:
entities = [ContextEntity(id=str(i),
type=f'filip:object:TypeA') for i in
range(0, 1000)]
client.update(entities=entities, action_type=ActionType.APPEND)
entities = [ContextEntity(id=str(i),
type=f'filip:object:TypeB') for i in
range(0, 1000)]
client.update(entities=entities, action_type=ActionType.APPEND)
entity = EntityPattern(idPattern=".*", typePattern=".*TypeA$")
query = Query.parse_obj(
{"entities": [entity.dict(exclude_unset=True)]})
self.assertEqual(1000,
len(client.query(query=query,
response_format='keyValues')))
@clean_test(fiware_service=settings.FIWARE_SERVICE,
fiware_servicepath=settings.FIWARE_SERVICEPATH,
cb_url=settings.CB_URL,
iota_url=settings.IOTA_JSON_URL)
def test_command_with_mqtt(self):
"""
Test if a command can be send to a device in FIWARE
To test this a virtual device is created and provisioned to FIWARE and
a hosted MQTT Broker
This test only works if the address of a running MQTT Broker is given in
the environment ('MQTT_BROKER_URL')
The main part of this test was taken out of the iot_mqtt_example, see
there for a complete documentation
"""
mqtt_broker_url = settings.MQTT_BROKER_URL
device_attr1 = DeviceAttribute(name='temperature',
object_id='t',
type="Number",
metadata={
"unit":
{"type": "Unit",
"value": {
"name": {
"type": "Text",
"value": "degree "
"Celsius"
}
}}
})
# creating a static attribute that holds additional information
static_device_attr = StaticDeviceAttribute(name='info',
type="Text",
value="Filip example for "
"virtual IoT device")
# creating a command that the IoT device will liston to
device_command = DeviceCommand(name='heater', type="Boolean")
device = Device(device_id='MyDevice',
entity_name='MyDevice',
entity_type='Thing2',
protocol='IoTA-JSON',
transport='MQTT',
apikey=settings.FIWARE_SERVICEPATH.strip('/'),
attributes=[device_attr1],
static_attributes=[static_device_attr],
commands=[device_command])
device_attr2 = DeviceAttribute(name='humidity',
object_id='h',
type="Number",
metadata={
"unitText":
{"value": "percent",
"type": "Text"}})
device.add_attribute(attribute=device_attr2)
# Send device configuration to FIWARE via the IoT-Agent. We use the
# general ngsiv2 httpClient for this.
service_group = ServiceGroup(
service=self.fiware_header.service,
subservice=self.fiware_header.service_path,
apikey=settings.FIWARE_SERVICEPATH.strip('/'),
resource='/iot/json')
# create the Http client node that once sent the device cannot be posted
# again and you need to use the update command
config = HttpClientConfig(cb_url=settings.CB_URL,
iota_url=settings.IOTA_JSON_URL)
client = HttpClient(fiware_header=self.fiware_header, config=config)
client.iota.post_group(service_group=service_group, update=True)
client.iota.post_device(device=device, update=True)
time.sleep(0.5)
# check if the device is correctly configured. You will notice that
# unfortunately the iot API does not return all the metadata. However,
# it will still appear in the context-entity
device = client.iota.get_device(device_id=device.device_id)
# check if the data entity is created in the context broker
entity = client.cb.get_entity(entity_id=device.device_id,
entity_type=device.entity_type)
# create a mqtt client that we use as representation of an IoT device
# following the official documentation of Paho-MQTT.
# https://www.eclipse.org/paho/index.php?page=clients/python/
# docs/index.php
# The callback for when the mqtt client receives a CONNACK response from
# the server. All callbacks need to have this specific arguments,
# Otherwise the client will not be able to execute them.
def on_connect(client, userdata, flags, reasonCode, properties=None):
client.subscribe(f"/{device.apikey}/{device.device_id}/cmd")
# Callback when the command topic is succesfully subscribed
def on_subscribe(client, userdata, mid, granted_qos, properties=None):
pass
# NOTE: We need to use the apikey of the service-group to send the
# message to the platform
def on_message(client, userdata, msg):
data = json.loads(msg.payload)
res = {k: v for k, v in data.items()}
client.publish(topic=f"/json/{service_group.apikey}"
f"/{device.device_id}/cmdexe",
payload=json.dumps(res))
def on_disconnect(client, userdata, reasonCode, properties=None):
pass
mqtt_client = mqtt.Client(client_id="filip-test",
userdata=None,
protocol=mqtt.MQTTv5,
transport="tcp")
# add our callbacks to the client
mqtt_client.on_connect = on_connect
mqtt_client.on_subscribe = on_subscribe
mqtt_client.on_message = on_message
mqtt_client.on_disconnect = on_disconnect
# extract the form the environment
mqtt_broker_url = urlparse(mqtt_broker_url)
mqtt_client.connect(host=mqtt_broker_url.hostname,
port=mqtt_broker_url.port,
keepalive=60,
bind_address="",
bind_port=0,
clean_start=mqtt.MQTT_CLEAN_START_FIRST_ONLY,
properties=None)
# create a non-blocking thread for mqtt communication
mqtt_client.loop_start()
for attr in device.attributes:
mqtt_client.publish(
topic=f"/json/{service_group.apikey}/{device.device_id}/attrs",
payload=json.dumps({attr.object_id: random.randint(0, 9)}))
time.sleep(5)
entity = client.cb.get_entity(entity_id=device.device_id,
entity_type=device.entity_type)
# create and send a command via the context broker
context_command = NamedCommand(name=device_command.name,
value=False)
client.cb.post_command(entity_id=entity.id,
entity_type=entity.type,
command=context_command)
time.sleep(5)
# check the entity the command attribute should now show OK
entity = client.cb.get_entity(entity_id=device.device_id,
entity_type=device.entity_type)
# The main part of this test, for all this setup was done
self.assertEqual("OK", entity.heater_status.value)
# close the mqtt listening thread
mqtt_client.loop_stop()
# disconnect the mqtt device
mqtt_client.disconnect()
def test_patch_entity(self) -> None:
"""
Test the methode: patch_entity
Returns:
None
"""
# setup test-entity
entity = ContextEntity(id="test_id1", type="test_type1")
attr1 = NamedContextAttribute(name="attr1", value="1")
attr1.metadata["m1"] = \
NamedMetadata(name="meta1", type="metatype", value="2")
attr2 = NamedContextAttribute(name="attr2", value="2")
attr1.metadata["m2"] = \
NamedMetadata(name="meta2", type="metatype", value="3")
entity.add_attributes([attr1, attr2])
# sub-Test1: Post new
self.client.patch_entity(entity=entity)
self.assertEqual(entity,
self.client.get_entity(entity_id=entity.id))
self.tearDown()
# sub-Test2: ID/type of old_entity changed
self.client.post_entity(entity=entity)
test_entity = ContextEntity(id="newID", type="newType")
test_entity.add_attributes([attr1, attr2])
self.client.patch_entity(test_entity, old_entity=entity)
self.assertEqual(test_entity,
self.client.get_entity(entity_id=test_entity.id))
self.assertRaises(RequestException, self.client.get_entity,
entity_id=entity.id)
self.tearDown()
# sub-Test3: a non valid old_entity is provided, entity exists
self.client.post_entity(entity=entity)
old_entity = ContextEntity(id="newID", type="newType")
self.client.patch_entity(entity, old_entity=old_entity)
self.assertEqual(entity, self.client.get_entity(entity_id=entity.id))
self.tearDown()
# sub-Test4: no old_entity provided, entity is new
old_entity = ContextEntity(id="newID", type="newType")
self.client.patch_entity(entity, old_entity=old_entity)
self.assertEqual(entity, self.client.get_entity(entity_id=entity.id))
self.tearDown()
# sub-Test5: no old_entity provided, entity is new
old_entity = ContextEntity(id="newID", type="newType")
self.client.patch_entity(entity, old_entity=old_entity)
self.assertEqual(entity, self.client.get_entity(entity_id=entity.id))
self.tearDown()
# sub-Test6: New attr, attr del, and attr changed. No Old_entity given
self.client.post_entity(entity=entity)
test_entity = ContextEntity(id="test_id1", type="test_type1")
attr1_changed = NamedContextAttribute(name="attr1", value="2")
attr1_changed.metadata["m4"] = \
NamedMetadata(name="meta3", type="metatype5", value="4")
attr3 = NamedContextAttribute(name="attr3", value="3")
test_entity.add_attributes([attr1_changed, attr3])
self.client.patch_entity(test_entity)
self.assertEqual(test_entity,
self.client.get_entity(entity_id=entity.id))
self.tearDown()
# sub-Test7: Attr changes, concurrent changes in Fiware,
# old_entity given
self.client.post_entity(entity=entity)
concurrent_entity = ContextEntity(id="test_id1", type="test_type1")
attr1_changed = copy.deepcopy(attr1)
attr1_changed.metadata["m1"].value = "3"
attr1_changed.value = "4"
concurrent_entity.add_attributes([attr1_changed, attr2])
self.client.patch_entity(concurrent_entity)
user_entity = copy.deepcopy(entity)
attr3 = NamedContextAttribute(name="attr3", value="3")
user_entity.add_attributes([attr3])
self.client.patch_entity(user_entity, old_entity=entity)
result_entity = concurrent_entity
result_entity.add_attributes([attr2, attr3])
self.assertEqual(result_entity,
self.client.get_entity(entity_id=entity.id))
self.tearDown()
def tearDown(self) -> None:
"""
Cleanup test server
"""
self.client.close()
clear_all(fiware_header=self.fiware_header,
cb_url=settings.CB_URL,
iota_url=settings.IOTA_JSON_URL)
