def test_read_polarisation_data_and_type_from_db(self):
#create a muck parmdb
parmdb = WritableParmDB("parmdb")
parmdb.names = ["1:1:Real:name1",
"1:1:Real:name2",
"1:1:Real:name3",
"1:1:Real:name4",
"Gain:1:1:Real:test",
"Gain:1:1:Imag:test",
"Gain:0:0:Real:test",
"Gain:0:0:Imag:test"]
station = "test"
#create sut
GainOutlierDetection = GainOutlierCorrectionWrapper()
(retrieved_data, type_pair) = GainOutlierDetection._read_polarisation_data_and_type_from_db(parmdb,
station)
#validate output!!
value_dict = {"values":[[1., 1., 1., 1., 100., 100.], [1., 1., 1., 1., 100., 100.]],
'freqs':[2],
'freqwidths':[2],
'times':[2],
'timewidths':[2]}
goal_retrieved_data = {'1:1': [value_dict, value_dict],
'0:0': [value_dict, value_dict]}
self.assertTrue(retrieved_data == goal_retrieved_data,
"Incorrect data retrieved from the parmdb: {0}".format(
retrieved_data))
goal_type_pair = ['Imag', 'Real']
self.assertTrue(type_pair == goal_type_pair,
"Incorrect data retrieved from the parmdb: {0}".format(
retrieved_data))
def test_read_polarisation_data_and_type_from_db(self):
#create a muck parmdb
parmdb = WritableParmDB("parmdb")
parmdb.names = ["1:1:Real:name1",
"1:1:Real:name2",
"1:1:Real:name3",
"1:1:Real:name4",
"Gain:1:1:Real:test",
"Gain:1:1:Imag:test",
"Gain:0:0:Real:test",
"Gain:0:0:Imag:test"]
station = "test"
#create sut
GainOutlierDetection = GainOutlierCorrectionWrapper()
(retrieved_data, type_pair) = GainOutlierDetection._read_polarisation_data_and_type_from_db(parmdb,
station)
#validate output!!
value_dict = {"values":[[1., 1., 1., 1., 100., 100.], [1., 1., 1., 1., 100., 100.]],
'freqs':[2],
'freqwidths':[2],
'times':[2],
'timewidths':[2]}
goal_retrieved_data = {'1:1': [value_dict, value_dict],
'0:0': [value_dict, value_dict]}
self.assertTrue(retrieved_data == goal_retrieved_data,
"Incorrect data retrieved from the parmdb: {0}".format(
retrieved_data))
goal_type_pair = ['Imag', 'Real']
self.assertTrue(type_pair == goal_type_pair,
"Incorrect data retrieved from the parmdb: {0}".format(
retrieved_data))
def test_read_polarisation_data_and_type_from_db_invalid_type_pair(self):
#create a muck parmdb
parmdb = WritableParmDB("parmdb")
parmdb.names = [
"1:1:Real:name1", "1:1:Real:name2", "1:1:Real:name3",
"1:1:Real:name4", "Gain:1:1:Real:test", "Gain:1:1:Imag:test",
"Gain:0:0:incorrect_type:test", "Gain:0:0:Imag:test"
]
station = "test"
GainOutlierDetection = GainOutlierCorrectionWrapper()
# unknown datatype should throw an exception
self.assertRaises(
PipelineRecipeFailed,
GainOutlierDetection._read_polarisation_data_and_type_from_db,
parmdb, station)
def test_read_polarisation_data_and_type_from_db_invalid_type_pair(self):
#create a muck parmdb
parmdb = WritableParmDB("parmdb")
parmdb.names = ["1:1:Real:name1",
"1:1:Real:name2",
"1:1:Real:name3",
"1:1:Real:name4",
"Gain:1:1:Real:test",
"Gain:1:1:Imag:test",
"Gain:0:0:incorrect_type:test",
"Gain:0:0:Imag:test"]
station = "test"
GainOutlierDetection = GainOutlierCorrectionWrapper()
# unknown datatype should throw an exception
self.assertRaises(PipelineRecipeFailed, GainOutlierDetection._read_polarisation_data_and_type_from_db,
parmdb, station)