class TestBulkIngest(IonIntegrationTestCase):
EDA_MOD = 'ion.agents.data.external_dataset_agent'
EDA_CLS = 'ExternalDatasetAgent'
def setUp(self):
# Start container
self._start_container()
self.container.start_rel_from_url('res/deploy/r2deploy.yml')
# Now create client to DataAcquisitionManagementService
self.client = DataAcquisitionManagementServiceClient(node=self.container.node)
self.rrclient = ResourceRegistryServiceClient(node=self.container.node)
self.dataproductclient = DataProductManagementServiceClient(node=self.container.node)
self.dams_client = DataAcquisitionManagementServiceClient(node=self.container.node)
self.pubsub_client = PubsubManagementServiceClient(node=self.container.node)
self.processdispatchclient = ProcessDispatcherServiceClient(node=self.container.node)
self.data_retriever = DataRetrieverServiceClient(node=self.container.node)
self._container_client = ContainerAgentClient(node=self.container.node, name=self.container.name)
# Data async and subscription TODO: Replace with new subscriber
self._finished_count = None
#TODO: Switch to gevent.queue.Queue
self._async_finished_result = AsyncResult()
self._finished_events_received = []
self._finished_event_subscriber = None
self._start_finished_event_subscriber()
self.addCleanup(self._stop_finished_event_subscriber)
self.DVR_CONFIG = {}
self.DVR_CONFIG = {
'dvr_mod' : 'ion.agents.data.handlers.slocum_data_handler',
'dvr_cls' : 'SlocumDataHandler',
}
self._setup_resources()
self.agent_config = {
'driver_config' : self.DVR_CONFIG,
'stream_config' : {},
'agent' : {'resource_id': self.EDA_RESOURCE_ID},
'test_mode' : True
}
datasetagent_instance_obj = IonObject(RT.ExternalDatasetAgentInstance, name='ExternalDatasetAgentInstance1', description='external data agent instance',
handler_module=self.EDA_MOD, handler_class=self.EDA_CLS,
dataset_driver_config=self.DVR_CONFIG, dataset_agent_config=self.agent_config )
self.dataset_agent_instance_id = self.dams_client.create_external_dataset_agent_instance(external_dataset_agent_instance=datasetagent_instance_obj,
external_dataset_agent_id=self.datasetagent_id, external_dataset_id=self.EDA_RESOURCE_ID)
#TG: Setup/configure the granule logger to log granules as they're published
pid = self.dams_client.start_external_dataset_agent_instance(self.dataset_agent_instance_id)
dataset_agent_instance_obj= self.dams_client.read_external_dataset_agent_instance(self.dataset_agent_instance_id)
print 'TestBulkIngest: Dataset agent instance obj: = ', dataset_agent_instance_obj
# Start a resource agent client to talk with the instrument agent.
self._ia_client = ResourceAgentClient('datasetagentclient', name=pid, process=FakeProcess())
log.debug(" test_createTransformsThenActivateInstrument:: got ia client %s", str(self._ia_client))
def create_logger(self, name, stream_id=''):
# logger process
producer_definition = ProcessDefinition(name=name+'_logger')
producer_definition.executable = {
'module':'ion.processes.data.stream_granule_logger',
'class':'StreamGranuleLogger'
}
logger_procdef_id = self.processdispatchclient.create_process_definition(process_definition=producer_definition)
configuration = {
'process':{
'stream_id':stream_id,
}
}
pid = self.processdispatchclient.schedule_process(process_definition_id= logger_procdef_id, configuration=configuration)
return pid
def _start_finished_event_subscriber(self):
def consume_event(*args,**kwargs):
log.debug('EventSubscriber event received: %s', str(args[0]) )
if args[0].description == 'TestingFinished':
log.debug('TestingFinished event received')
self._finished_events_received.append(args[0])
if self._finished_count and self._finished_count == len(self._finished_events_received):
log.debug('Finishing test...')
self._async_finished_result.set(len(self._finished_events_received))
log.debug('Called self._async_finished_result.set({0})'.format(len(self._finished_events_received)))
self._finished_event_subscriber = EventSubscriber(event_type='DeviceEvent', callback=consume_event)
self._finished_event_subscriber.start()
def _stop_finished_event_subscriber(self):
if self._finished_event_subscriber:
self._finished_event_subscriber.stop()
self._finished_event_subscriber = None
def tearDown(self):
pass
@unittest.skip('Update to agent refactor.')
def test_slocum_data_ingest(self):
HIST_CONSTRAINTS_1 = {}
# Test instrument driver execute interface to start and stop streaming mode.
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
cmd = AgentCommand(command='initialize')
retval = self._ia_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.INACTIVE)
cmd = AgentCommand(command='go_active')
retval = self._ia_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command='run')
retval = self._ia_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
# Make sure the polling interval is appropriate for a test
params = {
'POLLING_INTERVAL': 3
}
self._ia_client.set_param(params)
self._finished_count = 1
cmd = AgentCommand(command='acquire_data')
self._ia_client.execute(cmd)
# Assert that data was received
self._async_finished_result.get(timeout=15)
self.assertTrue(len(self._finished_events_received) >= 1)
cmd = AgentCommand(command='reset')
retval = self._ia_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
#todo enable after Luke's mor to retrieve, right now must have the Time axis called 'time'
# replay_granule = self.data_retriever.retrieve_last_data_points(self.dataset_id, 10)
# rdt = RecordDictionaryTool.load_from_granule(replay_granule)
#
# comp = rdt['date_pattern'] == numpy.arange(10) + 10
#
# log.debug("TestBulkIngest: comp: %s", comp)
#
# self.assertTrue(comp.all())
for pid in self.loggerpids:
self.processdispatchclient.cancel_process(pid)
def _setup_resources(self):
self.loggerpids = []
# Create DataProvider
dprov = ExternalDataProvider(institution=Institution(), contact=ContactInformation())
dprov.contact.name = 'Christopher Mueller'
dprov.contact.email = '*****@*****.**'
# Create DataSetModel
dataset_model = ExternalDatasetModel(name='slocum_model')
dataset_model.datset_type = 'SLOCUM'
dataset_model_id = self.dams_client.create_external_dataset_model(dataset_model)
# Create ExternalDataset
ds_name = 'slocum_test_dataset'
dset = ExternalDataset(name=ds_name, dataset_description=DatasetDescription(), update_description=UpdateDescription(), contact=ContactInformation())
dset.dataset_description.parameters['base_url'] = 'test_data/slocum/'
dset.dataset_description.parameters['list_pattern'] = 'ru05-2012-021-0-0-sbd.dat'
dset.dataset_description.parameters['date_pattern'] = '%Y %j'
dset.dataset_description.parameters['date_extraction_pattern'] = 'ru05-([\d]{4})-([\d]{3})-\d-\d-sbd.dat'
dset.dataset_description.parameters['temporal_dimension'] = None
dset.dataset_description.parameters['zonal_dimension'] = None
dset.dataset_description.parameters['meridional_dimension'] = None
dset.dataset_description.parameters['vertical_dimension'] = None
dset.dataset_description.parameters['variables'] = [
'c_wpt_y_lmc',
'sci_water_cond',
'm_y_lmc',
'u_hd_fin_ap_inflection_holdoff',
'sci_m_present_time',
'm_leakdetect_voltage_forward',
'sci_bb3slo_b660_scaled',
'c_science_send_all',
'm_gps_status',
'm_water_vx',
'm_water_vy',
'c_heading',
'sci_fl3slo_chlor_units',
'u_hd_fin_ap_gain',
'm_vacuum',
'u_min_water_depth',
'm_gps_lat',
'm_veh_temp',
'f_fin_offset',
'u_hd_fin_ap_hardover_holdoff',
'c_alt_time',
'm_present_time',
'm_heading',
'sci_bb3slo_b532_scaled',
'sci_fl3slo_cdom_units',
'm_fin',
'x_cycle_overrun_in_ms',
'sci_water_pressure',
'u_hd_fin_ap_igain',
'sci_fl3slo_phyco_units',
'm_battpos',
'sci_bb3slo_b470_scaled',
'm_lat',
'm_gps_lon',
'sci_ctd41cp_timestamp',
'm_pressure',
'c_wpt_x_lmc',
'c_ballast_pumped',
'x_lmc_xy_source',
'm_lon',
'm_avg_speed',
'sci_water_temp',
'u_pitch_ap_gain',
'm_roll',
'm_tot_num_inflections',
'm_x_lmc',
'u_pitch_ap_deadband',
'm_final_water_vy',
'm_final_water_vx',
'm_water_depth',
'm_leakdetect_voltage',
'u_pitch_max_delta_battpos',
'm_coulomb_amphr',
'm_pitch',
]
## Create the external dataset
ds_id = self.dams_client.create_external_dataset(external_dataset=dset, external_dataset_model_id=dataset_model_id)
ext_dprov_id = self.dams_client.create_external_data_provider(external_data_provider=dprov)
# Register the ExternalDataset
dproducer_id = self.dams_client.register_external_data_set(external_dataset_id=ds_id)
## Create the dataset agent
datasetagent_obj = IonObject(RT.ExternalDatasetAgent, name='ExternalDatasetAgent1', description='external data agent', handler_module=self.EDA_MOD, handler_class=self.EDA_CLS )
self.datasetagent_id = self.dams_client.create_external_dataset_agent(external_dataset_agent=datasetagent_obj, external_dataset_model_id=dataset_model_id)
# Generate the data product and associate it to the ExternalDataset
pdict = DatasetManagementService.get_parameter_dictionary_by_name('ctd_parsed_param_dict')
streamdef_id = self.pubsub_client.create_stream_definition(name="temp", parameter_dictionary_id=pdict.identifier)
tdom, sdom = time_series_domain()
tdom = tdom.dump()
sdom = sdom.dump()
dprod = IonObject(RT.DataProduct,
name='slocum_parsed_product',
description='parsed slocum product',
temporal_domain = tdom,
spatial_domain = sdom)
self.dproduct_id = self.dataproductclient.create_data_product(data_product=dprod,
stream_definition_id=streamdef_id)
self.dams_client.assign_data_product(input_resource_id=ds_id, data_product_id=self.dproduct_id)
#save the incoming slocum data
self.dataproductclient.activate_data_product_persistence(self.dproduct_id)
stream_ids, assn = self.rrclient.find_objects(subject=self.dproduct_id, predicate=PRED.hasStream, object_type=RT.Stream, id_only=True)
stream_id = stream_ids[0]
dataset_id, assn = self.rrclient.find_objects(subject=self.dproduct_id, predicate=PRED.hasDataset, object_type=RT.Dataset, id_only=True)
self.dataset_id = dataset_id[0]
pid = self.create_logger('slocum_parsed_product', stream_id )
self.loggerpids.append(pid)
self.DVR_CONFIG['dh_cfg'] = {
'TESTING':True,
'stream_id':stream_id,
'param_dictionary':pdict.dump(),
'data_producer_id':dproducer_id, #CBM: Should this be put in the main body of the config - with mod & cls?
'max_records':20,
}
# Create the logger for receiving publications
#self.create_stream_and_logger(name='slocum',stream_id=stream_id)
# Create agent config.
self.EDA_RESOURCE_ID = ds_id
self.EDA_NAME = ds_name
class TestExternalDatasetAgentMgmt(IonIntegrationTestCase):
# DataHandler config
DVR_CONFIG = {"dvr_mod": "ion.agents.data.handlers.base_data_handler", "dvr_cls": "DummyDataHandler"}
def setUp(self):
# Start container
self._start_container()
self.container.start_rel_from_url("res/deploy/r2deploy.yml")
log.debug("TestExternalDatasetAgentMgmt: started services")
# Now create client to DataProductManagementService
self.rrclient = ResourceRegistryServiceClient(node=self.container.node)
self.damsclient = DataAcquisitionManagementServiceClient(node=self.container.node)
self.pubsubcli = PubsubManagementServiceClient(node=self.container.node)
self.dpclient = DataProductManagementServiceClient(node=self.container.node)
self.datasetclient = DatasetManagementServiceClient(node=self.container.node)
# @unittest.skip('not yet working. fix activate_data_product_persistence()')
# @unittest.skip()
@unittest.skip("not working")
def test_activateDatasetAgent(self):
# Create ExternalDatasetModel
datsetModel_obj = IonObject(
RT.ExternalDatasetModel,
name="ExampleDatasetModel",
description="ExampleDatasetModel",
datset_type="FibSeries",
)
try:
datasetModel_id = self.damsclient.create_external_dataset_model(datsetModel_obj)
except BadRequest as ex:
self.fail("failed to create new ExternalDatasetModel: %s" % ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDatasetModel id = %s", str(datasetModel_id))
# Create ExternalDatasetAgent
datasetAgent_obj = IonObject(
RT.ExternalDatasetAgent,
name="datasetagent007",
description="datasetagent007",
handler_module=EDA_MOD,
handler_class=EDA_CLS,
)
try:
datasetAgent_id = self.damsclient.create_external_dataset_agent(datasetAgent_obj, datasetModel_id)
except BadRequest as ex:
self.fail("failed to create new ExternalDatasetAgent: %s" % ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDatasetAgent id = %s", str(datasetAgent_id))
# Create ExternalDataset
log.debug("TestExternalDatasetAgentMgmt: Create external dataset resource ")
extDataset_obj = IonObject(RT.ExternalDataset, name="ExtDataset", description="ExtDataset")
try:
extDataset_id = self.damsclient.create_external_dataset(extDataset_obj, datasetModel_id)
except BadRequest as ex:
self.fail("failed to create new external dataset resource: %s" % ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDataset id = %s ", str(extDataset_id))
# register the dataset as a data producer
dproducer_id = self.damsclient.register_external_data_set(extDataset_id)
# create a stream definition for the data from the ctd simulator
pdict_id = self.dataset_management.read_parameter_dictionary_by_name("ctd_parsed_param_dict", id_only=True)
ctd_stream_def_id = self.pubsubcli.create_stream_definition(name="SBE37_CDM", parameter_dictionary_id=pdict_id)
log.debug("TestExternalDatasetAgentMgmt: new Stream Definition id = %s", str(ctd_stream_def_id))
log.debug("TestExternalDatasetAgentMgmt: Creating new data product with a stream definition")
dp_obj = IonObject(RT.DataProduct, name="eoi dataset data", description=" stream test")
tdom, sdom = time_series_domain()
sdom = sdom.dump()
tdom = tdom.dump()
dp_obj = IonObject(
RT.DataProduct, name="DP1", description="some new dp", temporal_domain=tdom, spatial_domain=sdom
)
data_product_id1 = self.dpclient.create_data_product(dp_obj, ctd_stream_def_id)
log.debug("TestExternalDatasetAgentMgmt: new dp_id = %s", str(data_product_id1))
self.damsclient.assign_data_product(input_resource_id=extDataset_id, data_product_id=data_product_id1)
# todo fix the problem here....
self.dpclient.activate_data_product_persistence(data_product_id=data_product_id1)
# Retrieve the id of the OUTPUT stream from the out Data Product
stream_ids, _ = self.rrclient.find_objects(data_product_id1, PRED.hasStream, None, True)
log.debug("TestExternalDatasetAgentMgmt: Data product streams1 = %s", str(stream_ids))
stream_id = stream_ids[0]
# Build a taxonomy for the dataset
tx = TaxyTool()
tx.add_taxonomy_set("data", "external_data")
# Augment the DVR_CONFIG with the necessary pieces
self.DVR_CONFIG["dh_cfg"] = {
"TESTING": True,
"stream_id": stream_id, # TODO: This should probably be a 'stream_config' dict with stream_name:stream_id members
"data_producer_id": dproducer_id,
# 'external_dataset_res':extDataset_obj, # Not needed - retrieved by EDA based on resource_id
"taxonomy": tx.dump(), # TODO: Currently does not support sets
"max_records": 4,
}
# Create agent config.
self._stream_config = {}
agent_config = {
"driver_config": self.DVR_CONFIG,
"stream_config": self._stream_config,
"agent": {"resource_id": EDA_RESOURCE_ID},
"test_mode": True,
}
extDatasetAgentInstance_obj = IonObject(
RT.ExternalDatasetAgentInstance,
name="DatasetAgentInstance",
description="DatasetAgentInstance",
dataset_driver_config=self.DVR_CONFIG,
dataset_agent_config=agent_config,
)
extDatasetAgentInstance_id = self.damsclient.create_external_dataset_agent_instance(
external_dataset_agent_instance=extDatasetAgentInstance_obj,
external_dataset_agent_id=datasetAgent_id,
external_dataset_id=extDataset_id,
)
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance obj: = %s", str(extDatasetAgentInstance_obj))
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s", str(extDatasetAgentInstance_id))
# Check that the instance is currently not active
id, active = self.damsclient.retrieve_external_dataset_agent_instance(extDataset_id)
log.debug(
"TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s active 1 = %s ", str(id), str(active)
)
self.damsclient.start_external_dataset_agent_instance(extDatasetAgentInstance_id)
dataset_agent_instance_obj = self.damsclient.read_external_dataset_agent_instance(extDatasetAgentInstance_id)
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance obj: = %s", str(dataset_agent_instance_obj))
# now the instance process should be active
id, active = self.damsclient.retrieve_external_dataset_agent_instance(extDataset_id)
log.debug(
"TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s active 2 = %s ", str(id), str(active)
)
# Start a resource agent client to talk with the instrument agent.
self._dsa_client = ResourceAgentClient(extDataset_id, process=FakeProcess())
print "TestExternalDatasetAgentMgmt: got ia client %s", self._dsa_client
log.debug("TestExternalDatasetAgentMgmt: got dataset client %s", str(self._dsa_client))
# cmd=AgentCommand(command='initialize')
# _ = self._dsa_client.execute_agent(cmd)
#
# cmd = AgentCommand(command='go_active')
# _ = self._dsa_client.execute_agent(cmd)
#
# cmd = AgentCommand(command='run')
# _ = self._dsa_client.execute_agent(cmd)
#
# log.info('Send an unconstrained request for data (\'new data\')')
# cmd = AgentCommand(command='acquire_data')
# self._dsa_client.execute(cmd)
#
# log.info('Send a second unconstrained request for data (\'new data\'), should be rejected')
# cmd = AgentCommand(command='acquire_data')
# self._dsa_client.execute(cmd)
#
# cmd = AgentCommand(command='reset')
# _ = self._dsa_client.execute_agent(cmd)
# cmd = AgentCommand(command='get_current_state')
# retval = self._dsa_client.execute_agent(cmd)
# state = retval.result
# TODO: Think about what we really should be testing at this point
# The following is taken from ion.agents.data.test.test_external_dataset_agent.ExternalDatasetAgentTestBase.test_states()
# TODO: Do we also need to show data retrieval?
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
cmd = AgentCommand(command="initialize")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.INACTIVE)
cmd = AgentCommand(command="go_active")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command="run")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command="pause")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.STOPPED)
cmd = AgentCommand(command="resume")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command="clear")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command="run")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command="pause")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.STOPPED)
cmd = AgentCommand(command="clear")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command="run")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command="reset")
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command="get_current_state")
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
# -------------------------------
# Deactivate InstrumentAgentInstance
# -------------------------------
self.damsclient.stop_external_dataset_agent_instance(extDatasetAgentInstance_id)
def test_dataset_agent_prepare_support(self):
eda_sup = self.damsclient.prepare_external_dataset_agent_support()
eda_obj = IonObject(RT.ExternalDatasetAgent, name="ExternalDatasetAgent")
eda_id = self.damsclient.create_external_dataset_agent(eda_obj)
eda_sup = self.damsclient.prepare_external_dataset_agent_support(external_dataset_agent_id=eda_id)
edai_sup = self.damsclient.prepare_external_dataset_agent_instance_support()
edai_obj = IonObject(RT.ExternalDatasetAgentInstance, name="ExternalDatasetAgentInstance")
edai_id = self.damsclient.create_external_dataset_agent_instance(edai_obj)
edai_sup = self.damsclient.prepare_external_dataset_agent_instance_support(
external_dataset_agent_instance_id=edai_id
)
class TestExternalDatasetAgentMgmt(IonIntegrationTestCase):
# DataHandler config
DVR_CONFIG = {
'dvr_mod': 'ion.agents.data.handlers.base_data_handler',
'dvr_cls': 'DummyDataHandler',
}
def setUp(self):
# Start container
self._start_container()
self.container.start_rel_from_url('res/deploy/r2deploy.yml')
log.debug("TestExternalDatasetAgentMgmt: started services")
# Now create client to DataProductManagementService
self.rrclient = ResourceRegistryServiceClient(node=self.container.node)
self.damsclient = DataAcquisitionManagementServiceClient(
node=self.container.node)
self.pubsubcli = PubsubManagementServiceClient(
node=self.container.node)
self.dpclient = DataProductManagementServiceClient(
node=self.container.node)
self.datasetclient = DatasetManagementServiceClient(
node=self.container.node)
# @unittest.skip('not yet working. fix activate_data_product_persistence()')
#@unittest.skip()
@unittest.skip('not working')
def test_activateDatasetAgent(self):
# Create ExternalDatasetModel
datsetModel_obj = IonObject(RT.ExternalDatasetModel,
name='ExampleDatasetModel',
description="ExampleDatasetModel",
datset_type="FibSeries")
try:
datasetModel_id = self.damsclient.create_external_dataset_model(
datsetModel_obj)
except BadRequest as ex:
self.fail("failed to create new ExternalDatasetModel: %s" % ex)
log.debug(
"TestExternalDatasetAgentMgmt: new ExternalDatasetModel id = %s",
str(datasetModel_id))
# Create ExternalDatasetAgent
datasetAgent_obj = IonObject(RT.ExternalDatasetAgent,
name='datasetagent007',
description="datasetagent007",
handler_module=EDA_MOD,
handler_class=EDA_CLS)
try:
datasetAgent_id = self.damsclient.create_external_dataset_agent(
datasetAgent_obj, datasetModel_id)
except BadRequest as ex:
self.fail("failed to create new ExternalDatasetAgent: %s" % ex)
log.debug(
"TestExternalDatasetAgentMgmt: new ExternalDatasetAgent id = %s",
str(datasetAgent_id))
# Create ExternalDataset
log.debug(
'TestExternalDatasetAgentMgmt: Create external dataset resource ')
extDataset_obj = IonObject(RT.ExternalDataset,
name='ExtDataset',
description="ExtDataset")
try:
extDataset_id = self.damsclient.create_external_dataset(
extDataset_obj, datasetModel_id)
except BadRequest as ex:
self.fail("failed to create new external dataset resource: %s" %
ex)
log.debug(
"TestExternalDatasetAgentMgmt: new ExternalDataset id = %s ",
str(extDataset_id))
#register the dataset as a data producer
dproducer_id = self.damsclient.register_external_data_set(
extDataset_id)
# create a stream definition for the data from the ctd simulator
pdict_id = self.dataset_management.read_parameter_dictionary_by_name(
'ctd_parsed_param_dict', id_only=True)
ctd_stream_def_id = self.pubsubcli.create_stream_definition(
name='SBE37_CDM', parameter_dictionary_id=pdict_id)
log.debug(
"TestExternalDatasetAgentMgmt: new Stream Definition id = %s",
str(ctd_stream_def_id))
log.debug(
"TestExternalDatasetAgentMgmt: Creating new data product with a stream definition"
)
dp_obj = IonObject(RT.DataProduct,
name='eoi dataset data',
description=' stream test')
dp_obj = IonObject(RT.DataProduct,
name='DP1',
description='some new dp')
data_product_id1 = self.dpclient.create_data_product(
dp_obj, ctd_stream_def_id)
log.debug("TestExternalDatasetAgentMgmt: new dp_id = %s",
str(data_product_id1))
self.damsclient.assign_data_product(input_resource_id=extDataset_id,
data_product_id=data_product_id1)
#todo fix the problem here....
self.dpclient.activate_data_product_persistence(
data_product_id=data_product_id1)
# Retrieve the id of the OUTPUT stream from the out Data Product
stream_ids, _ = self.rrclient.find_objects(data_product_id1,
PRED.hasStream, None, True)
log.debug("TestExternalDatasetAgentMgmt: Data product streams1 = %s",
str(stream_ids))
stream_id = stream_ids[0]
# Build a taxonomy for the dataset
tx = TaxyTool()
tx.add_taxonomy_set('data', 'external_data')
# Augment the DVR_CONFIG with the necessary pieces
self.DVR_CONFIG['dh_cfg'] = {
'TESTING': True,
'stream_id':
stream_id, #TODO: This should probably be a 'stream_config' dict with stream_name:stream_id members
'data_producer_id': dproducer_id,
# 'external_dataset_res':extDataset_obj, # Not needed - retrieved by EDA based on resource_id
'taxonomy': tx.dump(), #TODO: Currently does not support sets
'max_records': 4,
}
# Create agent config.
self._stream_config = {}
agent_config = {
'driver_config': self.DVR_CONFIG,
'stream_config': self._stream_config,
'agent': {
'resource_id': EDA_RESOURCE_ID
},
'test_mode': True
}
extDatasetAgentInstance_obj = IonObject(
RT.ExternalDatasetAgentInstance,
name='DatasetAgentInstance',
description="DatasetAgentInstance",
dataset_driver_config=self.DVR_CONFIG,
dataset_agent_config=agent_config)
extDatasetAgentInstance_id = self.damsclient.create_external_dataset_agent_instance(
external_dataset_agent_instance=extDatasetAgentInstance_obj,
external_dataset_agent_id=datasetAgent_id,
external_dataset_id=extDataset_id)
log.debug(
"TestExternalDatasetAgentMgmt: Dataset agent instance obj: = %s",
str(extDatasetAgentInstance_obj))
log.debug(
"TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s",
str(extDatasetAgentInstance_id))
#Check that the instance is currently not active
id, active = self.damsclient.retrieve_external_dataset_agent_instance(
extDataset_id)
log.debug(
"TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s active 1 = %s ",
str(id), str(active))
self.damsclient.start_external_dataset_agent_instance(
extDatasetAgentInstance_id)
dataset_agent_instance_obj = self.damsclient.read_external_dataset_agent_instance(
extDatasetAgentInstance_id)
log.debug(
"TestExternalDatasetAgentMgmt: Dataset agent instance obj: = %s",
str(dataset_agent_instance_obj))
# now the instance process should be active
id, active = self.damsclient.retrieve_external_dataset_agent_instance(
extDataset_id)
log.debug(
"TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s active 2 = %s ",
str(id), str(active))
# Start a resource agent client to talk with the instrument agent.
self._dsa_client = ResourceAgentClient(extDataset_id,
process=FakeProcess())
print 'TestExternalDatasetAgentMgmt: got ia client %s', self._dsa_client
log.debug("TestExternalDatasetAgentMgmt: got dataset client %s",
str(self._dsa_client))
# cmd=AgentCommand(command='initialize')
# _ = self._dsa_client.execute_agent(cmd)
#
# cmd = AgentCommand(command='go_active')
# _ = self._dsa_client.execute_agent(cmd)
#
# cmd = AgentCommand(command='run')
# _ = self._dsa_client.execute_agent(cmd)
#
# log.info('Send an unconstrained request for data (\'new data\')')
# cmd = AgentCommand(command='acquire_data')
# self._dsa_client.execute(cmd)
#
# log.info('Send a second unconstrained request for data (\'new data\'), should be rejected')
# cmd = AgentCommand(command='acquire_data')
# self._dsa_client.execute(cmd)
#
# cmd = AgentCommand(command='reset')
# _ = self._dsa_client.execute_agent(cmd)
# cmd = AgentCommand(command='get_current_state')
# retval = self._dsa_client.execute_agent(cmd)
# state = retval.result
# TODO: Think about what we really should be testing at this point
# The following is taken from ion.agents.data.test.test_external_dataset_agent.ExternalDatasetAgentTestBase.test_states()
# TODO: Do we also need to show data retrieval?
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
cmd = AgentCommand(command='initialize')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.INACTIVE)
cmd = AgentCommand(command='go_active')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command='run')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command='pause')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.STOPPED)
cmd = AgentCommand(command='resume')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command='clear')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command='run')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command='pause')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.STOPPED)
cmd = AgentCommand(command='clear')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command='run')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command='reset')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
#-------------------------------
# Deactivate InstrumentAgentInstance
#-------------------------------
self.damsclient.stop_external_dataset_agent_instance(
extDatasetAgentInstance_id)
def test_dataset_agent_prepare_support(self):
eda_sup = self.damsclient.prepare_external_dataset_agent_support()
eda_obj = IonObject(RT.ExternalDatasetAgent,
name="ExternalDatasetAgent")
eda_id = self.damsclient.create_external_dataset_agent(eda_obj)
eda_sup = self.damsclient.prepare_external_dataset_agent_support(
external_dataset_agent_id=eda_id)
edai_sup = self.damsclient.prepare_external_dataset_agent_instance_support(
)
edai_obj = IonObject(RT.ExternalDatasetAgentInstance,
name="ExternalDatasetAgentInstance")
edai_id = self.damsclient.create_external_dataset_agent_instance(
edai_obj)
edai_sup = self.damsclient.prepare_external_dataset_agent_instance_support(
external_dataset_agent_instance_id=edai_id)
class TestBulkIngest(IonIntegrationTestCase):
EDA_MOD = 'ion.agents.data.external_dataset_agent'
EDA_CLS = 'ExternalDatasetAgent'
def setUp(self):
# Start container
self._start_container()
self.container.start_rel_from_url('res/deploy/r2deploy.yml')
# Now create client to DataAcquisitionManagementService
self.client = DataAcquisitionManagementServiceClient(node=self.container.node)
self.rrclient = ResourceRegistryServiceClient(node=self.container.node)
self.dataproductclient = DataProductManagementServiceClient(node=self.container.node)
self.dams_client = DataAcquisitionManagementServiceClient(node=self.container.node)
self.pubsub_client = PubsubManagementServiceClient(node=self.container.node)
self.processdispatchclient = ProcessDispatcherServiceClient(node=self.container.node)
self.data_retriever = DataRetrieverServiceClient(node=self.container.node)
self._container_client = ContainerAgentClient(node=self.container.node, name=self.container.name)
# Data async and subscription TODO: Replace with new subscriber
self._finished_count = None
#TODO: Switch to gevent.queue.Queue
self._async_finished_result = AsyncResult()
self._finished_events_received = []
self._finished_event_subscriber = None
self._start_finished_event_subscriber()
self.addCleanup(self._stop_finished_event_subscriber)
self.DVR_CONFIG = {}
self.DVR_CONFIG = {
'dvr_mod' : 'ion.agents.data.handlers.slocum_data_handler',
'dvr_cls' : 'SlocumDataHandler',
}
self._setup_resources()
self.agent_config = {
'driver_config' : self.DVR_CONFIG,
'stream_config' : {},
'agent' : {'resource_id': self.EDA_RESOURCE_ID},
'test_mode' : True
}
datasetagent_instance_obj = IonObject(RT.ExternalDatasetAgentInstance, name='ExternalDatasetAgentInstance1', description='external data agent instance',
handler_module=self.EDA_MOD, handler_class=self.EDA_CLS,
dataset_driver_config=self.DVR_CONFIG, dataset_agent_config=self.agent_config )
self.dataset_agent_instance_id = self.dams_client.create_external_dataset_agent_instance(external_dataset_agent_instance=datasetagent_instance_obj,
external_dataset_agent_id=self.datasetagent_id, external_dataset_id=self.EDA_RESOURCE_ID)
#TG: Setup/configure the granule logger to log granules as they're published
pid = self.dams_client.start_external_dataset_agent_instance(self.dataset_agent_instance_id)
dataset_agent_instance_obj= self.dams_client.read_external_dataset_agent_instance(self.dataset_agent_instance_id)
print 'TestBulkIngest: Dataset agent instance obj: = ', dataset_agent_instance_obj
# Start a resource agent client to talk with the instrument agent.
self._ia_client = ResourceAgentClient('datasetagentclient', name=pid, process=FakeProcess())
log.debug(" test_createTransformsThenActivateInstrument:: got ia client %s", str(self._ia_client))
def create_logger(self, name, stream_id=''):
# logger process
producer_definition = ProcessDefinition(name=name+'_logger')
producer_definition.executable = {
'module':'ion.processes.data.stream_granule_logger',
'class':'StreamGranuleLogger'
}
logger_procdef_id = self.processdispatchclient.create_process_definition(process_definition=producer_definition)
configuration = {
'process':{
'stream_id':stream_id,
}
}
pid = self.processdispatchclient.schedule_process(process_definition_id= logger_procdef_id, configuration=configuration)
return pid
def _start_finished_event_subscriber(self):
def consume_event(*args,**kwargs):
log.debug('EventSubscriber event received: %s', str(args[0]) )
if args[0].description == 'TestingFinished':
log.debug('TestingFinished event received')
self._finished_events_received.append(args[0])
if self._finished_count and self._finished_count == len(self._finished_events_received):
log.debug('Finishing test...')
self._async_finished_result.set(len(self._finished_events_received))
log.debug('Called self._async_finished_result.set({0})'.format(len(self._finished_events_received)))
self._finished_event_subscriber = EventSubscriber(event_type='DeviceEvent', callback=consume_event)
self._finished_event_subscriber.start()
def _stop_finished_event_subscriber(self):
if self._finished_event_subscriber:
self._finished_event_subscriber.stop()
self._finished_event_subscriber = None
def tearDown(self):
pass
@unittest.skip('Update to agent refactor.')
def test_slocum_data_ingest(self):
HIST_CONSTRAINTS_1 = {}
# Test instrument driver execute interface to start and stop streaming mode.
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
cmd = AgentCommand(command='initialize')
retval = self._ia_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.INACTIVE)
cmd = AgentCommand(command='go_active')
retval = self._ia_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command='run')
retval = self._ia_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
# Make sure the polling interval is appropriate for a test
params = {
'POLLING_INTERVAL': 3
}
self._ia_client.set_param(params)
self._finished_count = 1
cmd = AgentCommand(command='acquire_data')
self._ia_client.execute(cmd)
# Assert that data was received
self._async_finished_result.get(timeout=15)
self.assertTrue(len(self._finished_events_received) >= 1)
cmd = AgentCommand(command='reset')
retval = self._ia_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._ia_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
#todo enable after Luke's mor to retrieve, right now must have the Time axis called 'time'
# replay_granule = self.data_retriever.retrieve_last_data_points(self.dataset_id, 10)
# rdt = RecordDictionaryTool.load_from_granule(replay_granule)
#
# comp = rdt['date_pattern'] == numpy.arange(10) + 10
#
# log.debug("TestBulkIngest: comp: %s", comp)
#
# self.assertTrue(comp.all())
for pid in self.loggerpids:
self.processdispatchclient.cancel_process(pid)
def _setup_resources(self):
self.loggerpids = []
# Create DataProvider
dprov = ExternalDataProvider(institution=Institution(), contact=ContactInformation())
dprov.contact.name = 'Christopher Mueller'
dprov.contact.email = '*****@*****.**'
# Create DataSetModel
dataset_model = ExternalDatasetModel(name='slocum_model')
dataset_model.datset_type = 'SLOCUM'
dataset_model_id = self.dams_client.create_external_dataset_model(dataset_model)
# Create ExternalDataset
ds_name = 'slocum_test_dataset'
dset = ExternalDataset(name=ds_name, dataset_description=DatasetDescription(), update_description=UpdateDescription(), contact=ContactInformation())
dset.dataset_description.parameters['base_url'] = 'test_data/slocum/'
dset.dataset_description.parameters['list_pattern'] = 'ru05-2012-021-0-0-sbd.dat'
dset.dataset_description.parameters['date_pattern'] = '%Y %j'
dset.dataset_description.parameters['date_extraction_pattern'] = 'ru05-([\d]{4})-([\d]{3})-\d-\d-sbd.dat'
dset.dataset_description.parameters['temporal_dimension'] = None
dset.dataset_description.parameters['zonal_dimension'] = None
dset.dataset_description.parameters['meridional_dimension'] = None
dset.dataset_description.parameters['vertical_dimension'] = None
dset.dataset_description.parameters['variables'] = [
'c_wpt_y_lmc',
'sci_water_cond',
'm_y_lmc',
'u_hd_fin_ap_inflection_holdoff',
'sci_m_present_time',
'm_leakdetect_voltage_forward',
'sci_bb3slo_b660_scaled',
'c_science_send_all',
'm_gps_status',
'm_water_vx',
'm_water_vy',
'c_heading',
'sci_fl3slo_chlor_units',
'u_hd_fin_ap_gain',
'm_vacuum',
'u_min_water_depth',
'm_gps_lat',
'm_veh_temp',
'f_fin_offset',
'u_hd_fin_ap_hardover_holdoff',
'c_alt_time',
'm_present_time',
'm_heading',
'sci_bb3slo_b532_scaled',
'sci_fl3slo_cdom_units',
'm_fin',
'x_cycle_overrun_in_ms',
'sci_water_pressure',
'u_hd_fin_ap_igain',
'sci_fl3slo_phyco_units',
'm_battpos',
'sci_bb3slo_b470_scaled',
'm_lat',
'm_gps_lon',
'sci_ctd41cp_timestamp',
'm_pressure',
'c_wpt_x_lmc',
'c_ballast_pumped',
'x_lmc_xy_source',
'm_lon',
'm_avg_speed',
'sci_water_temp',
'u_pitch_ap_gain',
'm_roll',
'm_tot_num_inflections',
'm_x_lmc',
'u_pitch_ap_deadband',
'm_final_water_vy',
'm_final_water_vx',
'm_water_depth',
'm_leakdetect_voltage',
'u_pitch_max_delta_battpos',
'm_coulomb_amphr',
'm_pitch',
]
## Create the external dataset
ds_id = self.dams_client.create_external_dataset(external_dataset=dset, external_dataset_model_id=dataset_model_id)
ext_dprov_id = self.dams_client.create_external_data_provider(external_data_provider=dprov)
# Register the ExternalDataset
dproducer_id = self.dams_client.register_external_data_set(external_dataset_id=ds_id)
## Create the dataset agent
datasetagent_obj = IonObject(RT.ExternalDatasetAgent, name='ExternalDatasetAgent1', description='external data agent', handler_module=self.EDA_MOD, handler_class=self.EDA_CLS )
self.datasetagent_id = self.dams_client.create_external_dataset_agent(external_dataset_agent=datasetagent_obj, external_dataset_model_id=dataset_model_id)
# Generate the data product and associate it to the ExternalDataset
pdict = DatasetManagementService.get_parameter_dictionary_by_name('ctd_parsed_param_dict')
streamdef_id = self.pubsub_client.create_stream_definition(name="temp", parameter_dictionary_id=pdict.identifier)
tdom, sdom = time_series_domain()
tdom = tdom.dump()
sdom = sdom.dump()
dprod = IonObject(RT.DataProduct,
name='slocum_parsed_product',
description='parsed slocum product',
temporal_domain = tdom,
spatial_domain = sdom)
self.dproduct_id = self.dataproductclient.create_data_product(data_product=dprod,
stream_definition_id=streamdef_id)
self.dams_client.assign_data_product(input_resource_id=ds_id, data_product_id=self.dproduct_id)
#save the incoming slocum data
self.dataproductclient.activate_data_product_persistence(self.dproduct_id)
self.addCleanup(self.dataproductclient.suspend_data_product_persistence, self.dproduct_id)
stream_ids, assn = self.rrclient.find_objects(subject=self.dproduct_id, predicate=PRED.hasStream, object_type=RT.Stream, id_only=True)
stream_id = stream_ids[0]
dataset_id, assn = self.rrclient.find_objects(subject=self.dproduct_id, predicate=PRED.hasDataset, object_type=RT.Dataset, id_only=True)
self.dataset_id = dataset_id[0]
pid = self.create_logger('slocum_parsed_product', stream_id )
self.loggerpids.append(pid)
self.DVR_CONFIG['dh_cfg'] = {
'TESTING':True,
'stream_id':stream_id,
'param_dictionary':pdict.dump(),
'data_producer_id':dproducer_id, #CBM: Should this be put in the main body of the config - with mod & cls?
'max_records':20,
}
# Create the logger for receiving publications
#self.create_stream_and_logger(name='slocum',stream_id=stream_id)
# Create agent config.
self.EDA_RESOURCE_ID = ds_id
self.EDA_NAME = ds_name
class TestExternalDatasetAgentMgmt(IonIntegrationTestCase):
def setUp(self):
# Start container
self._start_container()
self.container.start_rel_from_url('res/deploy/r2deploy.yml')
log.debug("TestExternalDatasetAgentMgmt: started services")
# Now create client to DataProductManagementService
self.rrclient = ResourceRegistryServiceClient(node=self.container.node)
self.damsclient = DataAcquisitionManagementServiceClient(node=self.container.node)
self.pubsubcli = PubsubManagementServiceClient(node=self.container.node)
self.ingestclient = IngestionManagementServiceClient(node=self.container.node)
self.dpclient = DataProductManagementServiceClient(node=self.container.node)
self.datasetclient = DatasetManagementServiceClient(node=self.container.node)
def test_activateDatasetAgent(self):
# Create ExternalDatasetModel
datsetModel_obj = IonObject(RT.ExternalDatasetModel, name='ExampleDatasetModel', description="ExampleDatasetModel", datset_type="FibSeries" )
try:
datasetModel_id = self.damsclient.create_external_dataset_model(datsetModel_obj)
except BadRequest as ex:
self.fail("failed to create new ExternalDatasetModel: %s" %ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDatasetModel id = %s", str(datasetModel_id) )
# Create ExternalDatasetAgent
datasetAgent_obj = IonObject(RT.ExternalDatasetAgent, name='datasetagent007', description="datasetagent007", handler_module="ion.agents.eoi.external_dataset_agent", handler_class="ExternalDatasetAgent" )
try:
datasetAgent_id = self.damsclient.create_external_dataset_agent(datasetAgent_obj, datasetModel_id)
except BadRequest as ex:
self.fail("failed to create new ExternalDatasetAgent: %s" %ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDatasetAgent id = %s", str(datasetAgent_id) )
# Create ExternalDataset
log.debug('TestExternalDatasetAgentMgmt: Create external dataset resource ')
extDataset_obj = IonObject(RT.ExternalDataset, name='ExtDataset', description="ExtDataset" )
try:
extDataset_id = self.damsclient.create_external_dataset(extDataset_obj, datasetModel_id)
except BadRequest as ex:
self.fail("failed to create new external dataset resource: %s" %ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDataset id = %s ", str(extDataset_id))
#register the dataset as a data producer
self.damsclient.register_external_data_set(extDataset_id)
# Create agent config.
self._stream_config = {}
agent_config = {
'driver_config' : DVR_CONFIG,
'stream_config' : self._stream_config,
'agent' : {'resource_id': EDA_RESOURCE_ID},
'test_mode' : True
}
extDatasetAgentInstance_obj = IonObject(RT.ExternalDatasetAgentInstance, name='DatasetAgentInstance', description="DatasetAgentInstance", dataset_driver_config = DVR_CONFIG, dataset_agent_config = agent_config)
extDatasetAgentInstance_id = self.damsclient.create_external_dataset_agent_instance(external_dataset_agent_instance=extDatasetAgentInstance_obj, external_dataset_agent_id=datasetAgent_id, external_dataset_id=extDataset_id)
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance obj: = %s", str(extDatasetAgentInstance_obj) )
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s", str(extDatasetAgentInstance_id) )
# create a stream definition for the data from the ctd simulator
ctd_stream_def = SBE37_CDM_stream_definition()
ctd_stream_def_id = self.pubsubcli.create_stream_definition(container=ctd_stream_def)
log.debug("TestExternalDatasetAgentMgmt: new Stream Definition id = %s", str(ctd_stream_def_id))
log.debug("TestExternalDatasetAgentMgmt: Creating new data product with a stream definition")
dp_obj = IonObject(RT.DataProduct,name='eoi dataset data',description=' stream test')
try:
data_product_id1 = self.dpclient.create_data_product(dp_obj, ctd_stream_def_id)
except BadRequest as ex:
self.fail("failed to create new data product: %s" %ex)
log.debug("TestExternalDatasetAgentMgmt: new dp_id = %s", str(data_product_id1) )
self.damsclient.assign_data_product(input_resource_id=extDataset_id, data_product_id=data_product_id1)
self.dpclient.activate_data_product_persistence(data_product_id=data_product_id1, persist_data=True, persist_metadata=True)
# Retrieve the id of the OUTPUT stream from the out Data Product
stream_ids, _ = self.rrclient.find_objects(data_product_id1, PRED.hasStream, None, True)
log.debug("TestExternalDatasetAgentMgmt: Data product streams1 = %s", str(stream_ids) )
self.damsclient.start_external_dataset_agent_instance(extDatasetAgentInstance_id)
dataset_agent_instance_obj= self.damsclient.read_external_dataset_agent_instance(extDatasetAgentInstance_id)
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance obj: = %s", str(dataset_agent_instance_obj) )
# Start a resource agent client to talk with the instrument agent.
self._dsa_client = ResourceAgentClient(extDataset_id, process=FakeProcess())
print 'activate_instrument: got ia client %s', self._dsa_client
log.debug("test_activateInstrument: got dataset client %s", str(self._dsa_client))
cmd=AgentCommand(command='initialize')
_ = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='go_active')
_ = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='run')
_ = self._dsa_client.execute_agent(cmd)
log.info('Send an unconstrained request for data (\'new data\')')
config={'stream_id':'first_new','TESTING':True}
cmd = AgentCommand(command='acquire_data', args=[config])
self._dsa_client.execute(cmd)
log.info('Send a second unconstrained request for data (\'new data\'), should be rejected')
config={'stream_id':'second_new','TESTING':True}
cmd = AgentCommand(command='acquire_data', args=[config])
self._dsa_client.execute(cmd)
cmd = AgentCommand(command='reset')
_ = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
#-------------------------------
# Deactivate InstrumentAgentInstance
#-------------------------------
self.damsclient.stop_external_dataset_agent_instance(extDatasetAgentInstance_id)
class TestExternalDatasetAgentMgmt(IonIntegrationTestCase):
# DataHandler config
DVR_CONFIG = {
'dvr_mod' : 'ion.agents.data.handlers.base_data_handler',
'dvr_cls' : 'DummyDataHandler',
}
def setUp(self):
# Start container
self._start_container()
self.container.start_rel_from_url('res/deploy/r2deploy.yml')
log.debug("TestExternalDatasetAgentMgmt: started services")
# Now create client to DataProductManagementService
self.rrclient = ResourceRegistryServiceClient(node=self.container.node)
self.damsclient = DataAcquisitionManagementServiceClient(node=self.container.node)
self.pubsubcli = PubsubManagementServiceClient(node=self.container.node)
self.ingestclient = IngestionManagementServiceClient(node=self.container.node)
self.dpclient = DataProductManagementServiceClient(node=self.container.node)
self.datasetclient = DatasetManagementServiceClient(node=self.container.node)
def test_activateDatasetAgent(self):
# Create ExternalDatasetModel
datsetModel_obj = IonObject(RT.ExternalDatasetModel, name='ExampleDatasetModel', description="ExampleDatasetModel", datset_type="FibSeries" )
try:
datasetModel_id = self.damsclient.create_external_dataset_model(datsetModel_obj)
except BadRequest as ex:
self.fail("failed to create new ExternalDatasetModel: %s" %ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDatasetModel id = %s", str(datasetModel_id) )
# Create ExternalDatasetAgent
datasetAgent_obj = IonObject(RT.ExternalDatasetAgent, name='datasetagent007', description="datasetagent007", handler_module=EDA_MOD, handler_class=EDA_CLS )
try:
datasetAgent_id = self.damsclient.create_external_dataset_agent(datasetAgent_obj, datasetModel_id)
except BadRequest as ex:
self.fail("failed to create new ExternalDatasetAgent: %s" %ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDatasetAgent id = %s", str(datasetAgent_id) )
# Create ExternalDataset
log.debug('TestExternalDatasetAgentMgmt: Create external dataset resource ')
extDataset_obj = IonObject(RT.ExternalDataset, name='ExtDataset', description="ExtDataset" )
try:
extDataset_id = self.damsclient.create_external_dataset(extDataset_obj, datasetModel_id)
except BadRequest as ex:
self.fail("failed to create new external dataset resource: %s" %ex)
log.debug("TestExternalDatasetAgentMgmt: new ExternalDataset id = %s ", str(extDataset_id))
#register the dataset as a data producer
dproducer_id = self.damsclient.register_external_data_set(extDataset_id)
# create a stream definition for the data from the ctd simulator
ctd_stream_def = SBE37_CDM_stream_definition()
ctd_stream_def_id = self.pubsubcli.create_stream_definition(container=ctd_stream_def)
log.debug("TestExternalDatasetAgentMgmt: new Stream Definition id = %s", str(ctd_stream_def_id))
log.debug("TestExternalDatasetAgentMgmt: Creating new data product with a stream definition")
dp_obj = IonObject(RT.DataProduct,name='eoi dataset data',description=' stream test')
try:
data_product_id1 = self.dpclient.create_data_product(dp_obj, ctd_stream_def_id)
except BadRequest as ex:
self.fail("failed to create new data product: %s" %ex)
log.debug("TestExternalDatasetAgentMgmt: new dp_id = %s", str(data_product_id1) )
self.damsclient.assign_data_product(input_resource_id=extDataset_id, data_product_id=data_product_id1)
self.dpclient.activate_data_product_persistence(data_product_id=data_product_id1, persist_data=True, persist_metadata=True)
# Retrieve the id of the OUTPUT stream from the out Data Product
stream_ids, _ = self.rrclient.find_objects(data_product_id1, PRED.hasStream, None, True)
log.debug("TestExternalDatasetAgentMgmt: Data product streams1 = %s", str(stream_ids) )
stream_id = stream_ids[0]
# Build a taxonomy for the dataset
tx = TaxyTool()
tx.add_taxonomy_set('data', 'external_data')
# Augment the DVR_CONFIG with the necessary pieces
self.DVR_CONFIG['dh_cfg'] = {
'TESTING':True,
'stream_id':stream_id,#TODO: This should probably be a 'stream_config' dict with stream_name:stream_id members
'data_producer_id':dproducer_id,
# 'external_dataset_res':extDataset_obj, # Not needed - retrieved by EDA based on resource_id
'taxonomy':tx.dump(), #TODO: Currently does not support sets
'max_records':4,
}
# Create agent config.
self._stream_config = {}
agent_config = {
'driver_config' : self.DVR_CONFIG,
'stream_config' : self._stream_config,
'agent' : {'resource_id': EDA_RESOURCE_ID},
'test_mode' : True
}
extDatasetAgentInstance_obj = IonObject(RT.ExternalDatasetAgentInstance, name='DatasetAgentInstance', description="DatasetAgentInstance", dataset_driver_config = self.DVR_CONFIG, dataset_agent_config = agent_config)
extDatasetAgentInstance_id = self.damsclient.create_external_dataset_agent_instance(external_dataset_agent_instance=extDatasetAgentInstance_obj, external_dataset_agent_id=datasetAgent_id, external_dataset_id=extDataset_id)
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance obj: = %s", str(extDatasetAgentInstance_obj) )
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s", str(extDatasetAgentInstance_id) )
#Check that the instance is currently not active
id, active = self.damsclient.retrieve_external_dataset_agent_instance(extDataset_id)
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s active 1 = %s ", str(id), str(active) )
self.damsclient.start_external_dataset_agent_instance(extDatasetAgentInstance_id)
dataset_agent_instance_obj= self.damsclient.read_external_dataset_agent_instance(extDatasetAgentInstance_id)
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance obj: = %s", str(dataset_agent_instance_obj) )
# now the instance process should be active
id, active = self.damsclient.retrieve_external_dataset_agent_instance(extDataset_id)
log.debug("TestExternalDatasetAgentMgmt: Dataset agent instance id: = %s active 2 = %s ", str(id), str(active) )
# Start a resource agent client to talk with the instrument agent.
self._dsa_client = ResourceAgentClient(extDataset_id, process=FakeProcess())
print 'TestExternalDatasetAgentMgmt: got ia client %s', self._dsa_client
log.debug("TestExternalDatasetAgentMgmt: got dataset client %s", str(self._dsa_client))
# cmd=AgentCommand(command='initialize')
# _ = self._dsa_client.execute_agent(cmd)
#
# cmd = AgentCommand(command='go_active')
# _ = self._dsa_client.execute_agent(cmd)
#
# cmd = AgentCommand(command='run')
# _ = self._dsa_client.execute_agent(cmd)
#
# log.info('Send an unconstrained request for data (\'new data\')')
# cmd = AgentCommand(command='acquire_data')
# self._dsa_client.execute(cmd)
#
# log.info('Send a second unconstrained request for data (\'new data\'), should be rejected')
# cmd = AgentCommand(command='acquire_data')
# self._dsa_client.execute(cmd)
#
# cmd = AgentCommand(command='reset')
# _ = self._dsa_client.execute_agent(cmd)
# cmd = AgentCommand(command='get_current_state')
# retval = self._dsa_client.execute_agent(cmd)
# state = retval.result
# TODO: Think about what we really should be testing at this point
# The following is taken from ion.agents.data.test.test_external_dataset_agent.ExternalDatasetAgentTestBase.test_states()
# TODO: Do we also need to show data retrieval?
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
cmd = AgentCommand(command='initialize')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.INACTIVE)
cmd = AgentCommand(command='go_active')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command='run')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command='pause')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.STOPPED)
cmd = AgentCommand(command='resume')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command='clear')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command='run')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command='pause')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.STOPPED)
cmd = AgentCommand(command='clear')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.IDLE)
cmd = AgentCommand(command='run')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.OBSERVATORY)
cmd = AgentCommand(command='reset')
retval = self._dsa_client.execute_agent(cmd)
cmd = AgentCommand(command='get_current_state')
retval = self._dsa_client.execute_agent(cmd)
state = retval.result
self.assertEqual(state, InstrumentAgentState.UNINITIALIZED)
#-------------------------------
# Deactivate InstrumentAgentInstance
#-------------------------------
self.damsclient.stop_external_dataset_agent_instance(extDatasetAgentInstance_id)
