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Copy pathmapping_test.py
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51 lines (39 loc) · 1.77 KB
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import unittest
from windml.datasets.nrel import NREL
from windml.mapping.power_mapping import PowerMapping
from windml.mapping.power_diff_mapping import PowerDiffMapping
class TestMapping(unittest.TestCase):
@classmethod
def setUpClass(cls):
ds = NREL()
cls.turbine = ds.get_turbine(NREL.park_id['tehachapi'], 2004, 2005)
cls.windpark = ds.get_windpark(NREL.park_id['tehachapi'], 3, 2004, 2005)
cls.pmapping = PowerMapping()
cls.pdmapping = PowerDiffMapping()
def test_power_get_features_turbine(self):
X = self.pmapping.get_features_turbine(self.turbine, 3, 3)
assert(X[0][2] == X[1][1])
assert(X[0][1] == X[1][0])
def test_power_get_labels_turbine(self):
Y = self.pmapping.get_labels_turbine(self.turbine, 3, 3)
assert(len(Y) == 105259)
def test_power_get_features_park(self):
X = self.pmapping.get_features_park(self.windpark, 3, 3)
assert(X.shape == (105259, 21))
def test_power_get_labels_park(self):
Y = self.pmapping.get_labels_park(self.windpark, 3, 3)
assert(len(Y) == 105259)
def test_power_diff_mapping_get_features_turbine(self):
X = self.pdmapping.get_features_turbine(self.turbine, 3, 3)
assert(X.shape == (105259, 5))
def test_power_diff_mapping_get_labels_turbine(self):
Y = self.pdmapping.get_labels_turbine(self.turbine, 3, 3)
assert(len(Y) == 105259)
def test_power_diff_mapping_get_features_park(self):
X = self.pdmapping.get_features_park(self.windpark, 3, 3)
assert(X.shape == (105259, 35))
def test_power_get_labels_park(self):
Y = self.pdmapping.get_labels_park(self.windpark, 3, 3)
assert(len(Y) == 105259)
if __name__ == '__main__':
unittest.main()