Tasks 1-6 of the summer practice 2025#2
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Leoni-inoeL wants to merge 5 commits into4sunshine:mainfrom
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… enforced. The problem with cylindrical coordinates was fixed.
…ose to borders of the cube. All warnings were fixed.
4sunshine
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Jul 18, 2025
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| b_mean, indices = calculate_b_mean(data, coordinates, center, radius) | ||
| rotation_matrix, B_n = create_local_frame(b_mean) | ||
| b_local = np.apply_along_axis(transform_field, 3, data, rotation_matrix) |
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It is better to apply_along_axis when there are no other ways.
You can try options like:
reshape B:
‘Nx Ny Nz 3 -> -1, 3
B@rotation.T
-1, 3 -> Nx Ny Nz 3
‘
Or you can also try np.einsum
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| def calculate_b_mean(data_, coordinates_, center_, radius_): | ||
| squared_dist = np.sum((coordinates_ - np.array(center_)) ** 2, axis=-1) | ||
| mask = np.array(squared_dist <= radius_**2) |
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This already should be a np.array, no need to convert again
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This code corresponds to the given tasks of the summer practice and can be used to analyze the magnetic field of the Sun.