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December 15, 2017 23:35
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Debugging broken tests can be very tricky
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Can you spot a problem in the code? | |
np.testing.assert_almost_equal(A, B, decimal=7) | |
Error log: | |
------------------------------------------------------------------------------- | |
AssertionError: | |
Arrays are not almost equal to 7 decimals | |
(mismatch 18.75%) | |
x: array([[ -3.7830681e-01, 9.2375589e-01, -5.9657533e-02, 0.0000000e+00], | |
[ -4.5748650e-01, -2.4260328e-01, -8.5548218e-01, 0.0000000e+00], | |
[ -8.0472981e-01, -2.9634221e-01, 5.1438432e-01, 0.0000000e+00], | |
[ -2.1066381e+05, 3.0747290e+05, -6.3619737e+06, 1.0000000e+00]]) | |
y: array([[ -3.7830681e-01, 9.2375589e-01, -5.9657533e-02, 0.0000000e+00], | |
[ -4.5748650e-01, -2.4260328e-01, -8.5548218e-01, 0.0000000e+00], | |
[ -8.0472981e-01, -2.9634221e-01, 5.1438432e-01, 0.0000000e+00], | |
[ -2.1066381e+05, 3.0747290e+05, -6.3619737e+06, 1.0000000e+00]]) | |
------------------------------------------------------------------------------- | |
What about now? | |
np.set_printoptions(suppress=True) | |
np.testing.assert_almost_equal(A, B, decimal=7) | |
Error log: | |
------------------------------------------------------------------------------- | |
AssertionError: | |
Arrays are not almost equal to 7 decimals | |
(mismatch 18.75%) | |
x: array([[ -0.3783068, 0.9237559, -0.0596575, 0. ], | |
[ -0.4574865, -0.2426033, -0.8554822, 0. ], | |
[ -0.8047298, -0.2963422, 0.5143843, 0. ], | |
[ -210663.8053348, 307472.8990574, -6361973.6501733, 1. ]]) | |
y: array([[ -0.3783068, 0.9237559, -0.0596575, 0. ], | |
[ -0.4574865, -0.2426033, -0.8554822, 0. ], | |
[ -0.8047298, -0.2963422, 0.5143843, 0. ], | |
[ -210663.805 , 307472.899 , -6361973.65 , 1. ]]) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Can you spot a problem in the code? | |
np.testing.assert_almost_equal(A, B, decimal=7) | |
Error log: | |
------------------------------------------------------------------------------- | |
AssertionError: | |
Arrays are not almost equal to 7 decimals | |
(mismatch 18.75%) | |
x: array([[ -3.7830681e-01, 9.2375589e-01, -5.9657533e-02, 0.0000000e+00], | |
[ -4.5748650e-01, -2.4260328e-01, -8.5548218e-01, 0.0000000e+00], | |
[ -8.0472981e-01, -2.9634221e-01, 5.1438432e-01, 0.0000000e+00], | |
[ -2.1066381e+05, 3.0747290e+05, -6.3619737e+06, 1.0000000e+00]]) | |
y: array([[ -3.7830681e-01, 9.2375589e-01, -5.9657533e-02, 0.0000000e+00], | |
[ -4.5748650e-01, -2.4260328e-01, -8.5548218e-01, 0.0000000e+00], | |
[ -8.0472981e-01, -2.9634221e-01, 5.1438432e-01, 0.0000000e+00], | |
[ -2.1066381e+05, 3.0747290e+05, -6.3619737e+06, 1.0000000e+00]]) | |
-------------------------------------------------------------------------------- | |
The answer https://goo.gl/z6dY5H |
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