def setUp(self):
self._dataset = DummyCleanDataset()
self._sensitivity_measure = DummySensitivity()
self._usability_cost_measure = DummyUsabilityCostMeasure()
self._sensitivity_threshold = SENSITIVITY_THRESHOLD
self._trace_path = TRACE_FILENAME
self._expected_trace_path = EXPECTED_TRACE_PATH
self._exploration = ConditionalEntropy(
self._sensitivity_measure, self._usability_cost_measure,
self._dataset, self._sensitivity_threshold)
params.set('Multiprocessing', 'explorations', 'false')
def setUp(self):
# If we use the modin engine, we ignore the multiprocessing test as it
# is incompatible with modin
if params.get('DataAnalysis', 'engine') == 'modin.pandas':
self.skipTest()
self._dataset = DummyCleanDataset()
self._sensitivity_measure = DummySensitivity()
self._usability_cost_measure = DummyUsabilityCostMeasure()
self._sensitivity_threshold = SENSITIVITY_THRESHOLD
self._trace_path = TRACE_FILENAME
self._expected_trace_path = EXPECTED_TRACE_PATH
self._exploration = ConditionalEntropy(
self._sensitivity_measure, self._usability_cost_measure,
self._dataset, self._sensitivity_threshold)
params.set('Multiprocessing', 'explorations', 'true')
def setUp(self):
self._dataset = DummyCleanDataset()
self._sensitivity_measure = DummySensitivity()
self._usability_cost_measure = DummyUsabilityCostMeasure()
self._sensitivity_threshold = SENSITIVITY_THRESHOLD
self._trace_path = TRACE_FILENAME
self._expected_trace_path = EXPECTED_TRACE_PATH_SINGLEPATH_PRUNING_ON
self._explored_paths = 1
self._pruning = PRUNING_ON
self._exploration = FPSelect(self._sensitivity_measure,
self._usability_cost_measure,
self._dataset,
self._sensitivity_threshold,
explored_paths=self._explored_paths,
pruning=self._pruning)
params.set('Multiprocessing', 'explorations', 'false')
def setUp(self):
# If we use the modin engine, we ignore the multiprocessing test as it
# is incompatible with modin
if params.get('DataAnalysis', 'engine') == 'modin.pandas':
self.skipTest()
self._dataset = DummyCleanDataset()
self._sensitivity_measure = DummySensitivity()
self._usability_cost_measure = DummyUsabilityCostMeasure()
self._sensitivity_threshold = SENSITIVITY_THRESHOLD
self._trace_path = TRACE_FILENAME
self._expected_trace_path = EXPECTED_TRACE_PATH_MULTIPATH_PRUNING_OFF
self._pruning = PRUNING_OFF
self._explored_paths = MULTI_EXPLR_PATHS
self._exploration = FPSelect(self._sensitivity_measure,
self._usability_cost_measure,
self._dataset,
self._sensitivity_threshold,
explored_paths=self._explored_paths,
pruning=self._pruning)
params.set('Multiprocessing', 'explorations', 'true')