def test_visual_transform(self):
input_data_product_id = self.ctd_plain_input_data_product()
output_data_product_id = self.google_dt_data_product()
dpd = DataProcessDefinition(name='visual transform')
dpd.data_process_type = DataProcessTypeEnum.TRANSFORM
dpd.module = 'ion.processes.data.transforms.viz.google_dt'
dpd.class_name = 'VizTransformGoogleDT'
#--------------------------------------------------------------------------------
# Walk before we base jump
#--------------------------------------------------------------------------------
data_process_definition_id = self.data_process_management.create_data_process_definition(dpd)
self.addCleanup(self.data_process_management.delete_data_process_definition, data_process_definition_id)
data_process_id = self.data_process_management.create_data_process2(data_process_definition_id=data_process_definition_id, in_data_product_ids=[input_data_product_id], out_data_product_ids=[output_data_product_id])
self.addCleanup(self.data_process_management.delete_data_process2,data_process_id)
self.data_process_management.activate_data_process2(data_process_id)
self.addCleanup(self.data_process_management.deactivate_data_process2, data_process_id)
validated = Event()
def validation(msg, route, stream_id):
rdt = RecordDictionaryTool.load_from_granule(msg)
self.assertTrue(rdt['google_dt_components'] is not None)
validated.set()
self.setup_subscriber(output_data_product_id, callback=validation)
self.publish_to_plain_data_product(input_data_product_id)
self.assertTrue(validated.wait(10))
def test_older_transform(self):
input_data_product_id = self.ctd_plain_input_data_product()
conductivity_data_product_id = self.make_data_product('ctd_parsed_param_dict', 'conductivity_product', ['time', 'conductivity'])
conductivity_stream_def_id = self.get_named_stream_def('conductivity_product stream_def')
temperature_data_product_id = self.make_data_product('ctd_parsed_param_dict', 'temperature_product', ['time', 'temp'])
temperature_stream_def_id = self.get_named_stream_def('temperature_product stream_def')
pressure_data_product_id = self.make_data_product('ctd_parsed_param_dict', 'pressure_product', ['time', 'pressure'])
pressure_stream_def_id = self.get_named_stream_def('pressure_product stream_def')
dpd = DataProcessDefinition(name='ctdL0')
dpd.data_process_type = DataProcessTypeEnum.TRANSFORM
dpd.module = 'ion.processes.data.transforms.ctd.ctd_L0_all'
dpd.class_name = 'ctd_L0_all'
data_process_definition_id = self.data_process_management.create_data_process_definition(dpd)
self.addCleanup(self.data_process_management.delete_data_process_definition, data_process_definition_id)
self.data_process_management.assign_stream_definition_to_data_process_definition(conductivity_stream_def_id, data_process_definition_id, binding='conductivity')
self.data_process_management.assign_stream_definition_to_data_process_definition(temperature_stream_def_id, data_process_definition_id, binding='temperature')
self.data_process_management.assign_stream_definition_to_data_process_definition(pressure_stream_def_id, data_process_definition_id, binding='pressure')
data_process_id = self.data_process_management.create_data_process2(data_process_definition_id=data_process_definition_id, in_data_product_ids=[input_data_product_id], out_data_product_ids=[conductivity_data_product_id, temperature_data_product_id, pressure_data_product_id])
self.addCleanup(self.data_process_management.delete_data_process2, data_process_id)
self.data_process_management.activate_data_process2(data_process_id)
self.addCleanup(self.data_process_management.deactivate_data_process2, data_process_id)
conductivity_validated = Event()
def validate_conductivity(msg, route, stream_id):
rdt = RecordDictionaryTool.load_from_granule(msg)
np.testing.assert_array_almost_equal(rdt['conductivity'], np.array([4.2914]))
conductivity_validated.set()
self.setup_subscriber(conductivity_data_product_id, callback=validate_conductivity)
temperature_validated = Event()
def validate_temperature(msg, route, stream_id):
rdt = RecordDictionaryTool.load_from_granule(msg)
np.testing.assert_array_almost_equal(rdt['temp'], np.array([20.0]))
temperature_validated.set()
self.setup_subscriber(temperature_data_product_id, callback=validate_temperature)
pressure_validated = Event()
def validate_pressure(msg, route, stream_id):
rdt = RecordDictionaryTool.load_from_granule(msg)
np.testing.assert_array_almost_equal(rdt['pressure'], np.array([3.068]))
pressure_validated.set()
self.setup_subscriber(pressure_data_product_id, callback=validate_pressure)
self.publish_to_plain_data_product(input_data_product_id)
self.assertTrue(conductivity_validated.wait(10))
self.assertTrue(temperature_validated.wait(10))
self.assertTrue(pressure_validated.wait(10))