<filename>tests/unit_tests/olio/test_fine_coarse.py
# tests for resqpy.olio.fine_coarse class and functions

import numpy as np
import pytest
from numpy.testing import assert_array_almost_equal

import resqpy.olio.fine_coarse as rqfc


def test_fine_coarse():

    fc1 = rqfc.FineCoarse((3, 4, 5), (3, 4, 5))
    assert fc1 is not None
    fc1.set_all_ratios_constant()
    fc1.assert_valid()
    assert fc1.ratios((2, 2, 2)) == (1, 1, 1)

    fc2 = rqfc.FineCoarse((9, 16, 10), (3, 4, 5))
    assert fc2 is not None
    fc2.set_all_ratios_constant()
    fc2.set_all_proprtions_equal()
    fc2.assert_valid()
    assert fc2.ratios((2, 2, 2)) == (3, 4, 2)

    assert fc2.coarse_for_fine_kji0((5, 5, 5)) == (1, 1, 2)
    assert fc2.coarse_for_fine_axial(1, 13) == 3
    assert fc2.fine_base_for_coarse_axial(0, 1) == 3
    assert fc2.fine_base_for_coarse((2, 2, 2)) == (6, 8, 4)
    assert np.all(fc2.fine_box_for_coarse((1, 2, 3)) == np.array([[3, 8, 6], [5, 11, 7]], dtype = int))

    assert_array_almost_equal(fc2.proportion(1, 1), (0.25, 0.25, 0.25, 0.25))
    assert_array_almost_equal(fc2.interpolation(1, 1), (0.0, 0.25, 0.5, 0.75))

    # todo: several more methods to test


def test_fine_coarse_functions():

    assert rqfc.axis_for_letter('k') == 0
    assert rqfc.axis_for_letter('J') == 1
    assert rqfc.axis_for_letter('i') == 2
    assert rqfc.letter_for_axis(0) == 'K'
    assert rqfc.letter_for_axis(2) == 'I'

    fct = rqfc.tartan_refinement(coarse_extent_kji = (5, 7, 7),
                                 coarse_fovea_box = np.array([[0, 2, 2], [1, 4, 4]], dtype = int),
                                 fovea_ratios_kji = (3, 3, 4),
                                 decay_rates_kji = (1, 1, 1),
                                 decay_mode = 'linear')
    assert fct is not None
    fct.assert_valid()

    assert fct.coarse_extent_kji == (5, 7, 7)
    assert fct.fine_extent_kji == (10, 15, 22)
    assert np.all(fct.coarse_for_fine_axial_vector(0) == (0, 0, 0, 1, 1, 1, 2, 2, 3, 4))
    for const in fct.constant_ratios:
        assert const is None
    assert np.all(fct.vector_ratios[1] == (1, 2, 3, 3, 3, 2, 1))
    assert np.all(fct.vector_ratios[2] == (2, 3, 4, 4, 4, 3, 2))

    # todo: add test of tartan refinement in exponential mode

<filename>tests/unit_tests/olio/test_fine_coarse.py
# tests for resqpy.olio.fine_coarse class and functions

import numpy as np
import pytest
from numpy.testing import assert_array_almost_equal

import resqpy.olio.fine_coarse as rqfc


def test_fine_coarse():

    fc1 = rqfc.FineCoarse((3, 4, 5), (3, 4, 5))
    assert fc1 is not None
    fc1.set_all_ratios_constant()
    fc1.assert_valid()
    assert fc1.ratios((2, 2, 2)) == (1, 1, 1)

    fc2 = rqfc.FineCoarse((9, 16, 10), (3, 4, 5))
    assert fc2 is not None
    fc2.set_all_ratios_constant()
    fc2.set_all_proprtions_equal()
    fc2.assert_valid()
    assert fc2.ratios((2, 2, 2)) == (3, 4, 2)

    assert fc2.coarse_for_fine_kji0((5, 5, 5)) == (1, 1, 2)
    assert fc2.coarse_for_fine_axial(1, 13) == 3
    assert fc2.fine_base_for_coarse_axial(0, 1) == 3
    assert fc2.fine_base_for_coarse((2, 2, 2)) == (6, 8, 4)
    assert np.all(fc2.fine_box_for_coarse((1, 2, 3)) == np.array([[3, 8, 6], [5, 11, 7]], dtype = int))

    assert_array_almost_equal(fc2.proportion(1, 1), (0.25, 0.25, 0.25, 0.25))
    assert_array_almost_equal(fc2.interpolation(1, 1), (0.0, 0.25, 0.5, 0.75))

    # todo: several more methods to test


def test_fine_coarse_functions():

    assert rqfc.axis_for_letter('k') == 0
    assert rqfc.axis_for_letter('J') == 1
    assert rqfc.axis_for_letter('i') == 2
    assert rqfc.letter_for_axis(0) == 'K'
    assert rqfc.letter_for_axis(2) == 'I'

    fct = rqfc.tartan_refinement(coarse_extent_kji = (5, 7, 7),
                                 coarse_fovea_box = np.array([[0, 2, 2], [1, 4, 4]], dtype = int),
                                 fovea_ratios_kji = (3, 3, 4),
                                 decay_rates_kji = (1, 1, 1),
                                 decay_mode = 'linear')
    assert fct is not None
    fct.assert_valid()

    assert fct.coarse_extent_kji == (5, 7, 7)
    assert fct.fine_extent_kji == (10, 15, 22)
    assert np.all(fct.coarse_for_fine_axial_vector(0) == (0, 0, 0, 1, 1, 1, 2, 2, 3, 4))
    for const in fct.constant_ratios:
        assert const is None
    assert np.all(fct.vector_ratios[1] == (1, 2, 3, 3, 3, 2, 1))
    assert np.all(fct.vector_ratios[2] == (2, 3, 4, 4, 4, 3, 2))

    # todo: add test of tartan refinement in exponential mode

# tests for resqpy.olio.fine_coarse class and functions # todo: several more methods to test # todo: add test of tartan refinement in exponential mode