def test_dataqc_stuckvaluetest_random(self):
max = int(1e6)
a = np.random.random_sample(max)*(20-10)+10 # Random values between 10 & 20
# Get a random range, set them to the same value
si = np.random.randint(0,max-20,1)
sl = slice(si, si+20)
a[sl] = a[si]
out = qcfunc.dataqc_stuckvaluetest(a, 0.1, num=10)
# Make sure the expected failures are 0
self.assertTrue((out[sl] == 0).all())
# Delete the indices and make sure everything that's left is 1
self.assertTrue((np.delete(out, sl) == 1).all())
def test_dataqc_stuckvaluetest_random(self):
max = int(1e6)
a = np.random.random_sample(max)*(20-10)+10 # Random values between 10 & 20
# Get a random range, set them to the same value
si = np.random.randint(0,max-20,1)[0]
sl = slice(si, si+20)
a[sl] = a[si]
out = qcfunc.dataqc_stuckvaluetest(a, 0.1, num=10)
# Make sure the expected failures are 0
self.assertTrue((out[sl] == 0).all())
# Delete the indices and make sure everything that's left is 1
self.assertTrue((np.delete(out, sl) == 1).all())
def test_dataqc_stuckvaluetest(self):
"""
Test of the Stuck Value Test function.
Test values based on those defined in DPS:
OOI (2012). Data Product Specification for Stuck Value Test. Document
Control Number 1341-10007. https://alfresco.oceanobservatories.org/
(See: Company Home >> OOI >> Controlled >> 1000 System Level >>
1341-10007_Data_Product_SPEC_TRNDTST_OOI.pdf)
Implemented by Christopher Wingard, April 2013
"""
x = [4.83, 1.40, 3.33, 3.33, 3.33, 3.33, 4.09, 2.97, 2.85, 3.67]
reso = 0.001
num = 4
out = [1, 1, 0, 0, 0, 0, 1, 1, 1, 1]
got = qcfunc.dataqc_stuckvaluetest(x, reso, num)
np.testing.assert_array_equal(got,out)
def test_dataqc_stuckvaluetest(self):
"""
Test of the Stuck Value Test function.
Test values based on those defined in DPS:
OOI (2012). Data Product Specification for Stuck Value Test. Document
Control Number 1341-10007. https://alfresco.oceanobservatories.org/
(See: Company Home >> OOI >> Controlled >> 1000 System Level >>
1341-10007_Data_Product_SPEC_TRNDTST_OOI.pdf)
Implemented by Christopher Wingard, April 2013
"""
x = [4.83, 1.40, 3.33, 3.33, 3.33, 3.33, 4.09, 2.97, 2.85, 3.67]
reso = 0.001
num = 4
out = [1, 1, 0, 0, 0, 0, 1, 1, 1, 1]
got = qcfunc.dataqc_stuckvaluetest(x, reso, num)
np.testing.assert_array_equal(got,out)
