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authorThomas Albers Raviola <thomas@thomaslabs.org>2024-05-14 11:13:31 +0200
committerThomas Albers Raviola <thomas@thomaslabs.org>2024-05-14 11:13:31 +0200
commit45aaf49cb3fe07b006316bacac1318f07a08cc19 (patch)
tree97c07e83ff6847eb6a2c93dcf841e2c4c33e8b9f /test_solvers.py
* Initial commit
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+#!/usr/bin/env python3
+"""Contains routines to test the solvers module"""
+
+import numpy as np
+from numpy.typing import NDArray
+import solvers
+
+
+def main() -> None:
+ """Main testing function."""
+
+ print("\nTest elimination")
+ test_elimination_3()
+ print("\nTest pivot")
+ test_pivot_3()
+ print("\nTest linear dependency")
+ test_lindep_3()
+
+
+def test_elimination_3() -> None:
+ """Tests elimination with 3 variables."""
+ aa = np.array([[2.0, 4.0, 4.0], [5.0, 4.0, 2.0], [1.0, 2.0, -1.0]], dtype=np.float_)
+ bb = np.array([1.0, 4.0, 2.0], dtype=np.float_)
+ xx_expected = np.array([0.666666666666667, 0.416666666666667, -0.5], dtype=np.float_)
+ xx_gauss = solvers.gaussian_eliminate(aa, bb)
+ _check_result(xx_expected, xx_gauss)
+
+
+def test_pivot_3() -> None:
+ """Tests a solution with 3 variables, where pivot is necessary."""
+ aa = np.array([[2.0, 4.0, 4.0], [1.0, 2.0, -1.0], [5.0, 4.0, 2.0]])
+ bb = np.array([1.0, 2.0, 4.0])
+ xx_expected = np.array([0.666666666666667, 0.416666666666667, -0.5])
+ xx_gauss = solvers.gaussian_eliminate(aa, bb)
+ _check_result(xx_expected, xx_gauss)
+
+
+def test_lindep_3() -> None:
+ """Tests a linearly dependent system wit three variables."""
+ aa = np.array([[1.0, 2.0, 3.0], [4.0, 5.0, 6.0], [7.0, 8.0, 9.0]])
+ bb = np.array([1.0, 2.0, 3.0])
+ xx_expected = None
+ xx_gauss = solvers.gaussian_eliminate(aa, bb)
+ _check_result(xx_expected, xx_gauss)
+
+
+def _check_result(expected: NDArray[np.float_] | None, obtained: NDArray[np.float_] | None) -> None:
+ """Checks results by printing expected and obtained one."""
+ print("Expected:", expected)
+ print("Obtained:", obtained)
+
+
+if __name__ == "__main__":
+ main()