Esempio n. 1
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class SlurryMaterialUnitTester(unittest.TestCase):
    """
    Tester for the auxi.modelling.process.materials.slurry.Material class.
    """

    def setUp(self):
        self.material = Material(
            "material",
            os.path.join(slurry.DEFAULT_DATA_PATH,
                         r"psdslurrymaterial.test.materiala.txt"))

    def test_constructor(self):
        self.assertEqual(self.material.name, "material")
        self.assertEqual(len(self.material.size_classes), 10)
        self.assertEqual(self.material.size_class_count, 10)
        self.assertEqual(len(self.material.assays), 5)

    def test_get_size_class_index(self):
        self.assertEqual(self.material.get_size_class_index(307.2E-3), 0)
        self.assertEqual(self.material.get_size_class_index(38.4E-3), 2)
        self.assertEqual(self.material.get_size_class_index(600.0E-6), 6)
        self.assertEqual(self.material.get_size_class_index(0.0E0), 9)

    def test_create_empty_assay(self):
        empty_assay = self.material.create_empty_assay()
        self.assertEqual(len(empty_assay), 10)
        self.assertEqual(empty_assay.sum(), 0.0)

    def test_add_assay(self):
        new_assay = self.material.create_empty_assay()
        new_assay[0] = 0.5
        new_assay[2] = 0.5
        self.material.add_assay("new_assay", 0.3, 0.05, new_assay)
        self.assertTrue(
            numpy.all(self.material.assays["new_assay"] == new_assay))
        self.assertEqual(self.material.solid_densities["new_assay"], 0.3)
        self.assertEqual(self.material.H2O_fractions["new_assay"], 0.05)

    def test_get_assay_total(self):
        self.assertEqual(self.material.get_assay_total("DryFeedA"),
                         1.0000000000000002)
        self.assertEqual(self.material.get_assay_total("DryMillCharge"),
                         0.99)

    def test_create_package(self):
        package = self.material.create_package("DryFeedA", 123.456, True)
        self.assertAlmostEqual(package.get_mass(), 123.45599999999999,
                               places=10)
Esempio n. 2
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class SlurryMaterialUnitTester(unittest.TestCase):
    """
    Tester for the auxi.modelling.process.materials.slurry.Material class.
    """

    def setUp(self):
        self.material = Material(
            "material",
            os.path.join(slurry.DEFAULT_DATA_PATH,
                         r"psdslurrymaterial.test.materiala.txt"))

    def test_constructor(self):
        self.assertEqual(self.material.name, "material")
        self.assertEqual(len(self.material.size_classes), 10)
        self.assertEqual(self.material.size_class_count, 10)
        self.assertEqual(len(self.material.assays), 5)

    def test_get_size_class_index(self):
        self.assertEqual(self.material.get_size_class_index(307.2E-3), 0)
        self.assertEqual(self.material.get_size_class_index(38.4E-3), 2)
        self.assertEqual(self.material.get_size_class_index(600.0E-6), 6)
        self.assertEqual(self.material.get_size_class_index(0.0E0), 9)

    def test_create_empty_assay(self):
        empty_assay = self.material.create_empty_assay()
        self.assertEqual(len(empty_assay), 10)
        self.assertEqual(empty_assay.sum(), 0.0)

    def test_add_assay(self):
        new_assay = self.material.create_empty_assay()
        new_assay[0] = 0.5
        new_assay[2] = 0.5
        self.material.add_assay("new_assay", 0.3, 0.05, new_assay)
        self.assertTrue(
            numpy.all(self.material.assays["new_assay"] == new_assay))
        self.assertEqual(self.material.solid_densities["new_assay"], 0.3)
        self.assertEqual(self.material.H2O_fractions["new_assay"], 0.05)

    def test_get_assay_total(self):
        self.assertEqual(self.material.get_assay_total("DryFeedA"),
                         1.0000000000000002)
        self.assertEqual(self.material.get_assay_total("DryMillCharge"),
                         0.99)

    def test_create_package(self):
        package = self.material.create_package("DryFeedA", 123.456, True)
        self.assertAlmostEqual(package.get_mass(), 123.45599999999999,
                               places=10)
Esempio n. 3
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class SlurryMaterialPackageUnitTester(unittest.TestCase):

    def setUp(self):
        self.materiala = Material(
            "materiala",
            os.path.join(slurry.DEFAULT_DATA_PATH,
                         r"psdslurrymaterial.test.materiala.txt"))
        self.materiala_package_a = self.materiala.create_package("DryFeedA",
                                                                 1234.5, True)
        self.materiala_package_b = self.materiala.create_package(
            "DryMillCharge",
            2345.6, True)

    def test_constructor(self):
        size_class_masses = self.materiala.assays["DryFeedA"] * 123.4 / \
                          self.materiala.assays["DryFeedA"].sum()
        package = MaterialPackage(self.materiala, 0.3, 0.05, size_class_masses)
        self.assertEqual(package.material, self.materiala)
        self.assertAlmostEqual(package.get_mass(), 123.45, places=10)
        self.assertEqual(package.solid_density, 0.3)
        self.assertEqual(package.H2O_mass, 0.05)
        self.assertTrue(numpy.all(package.size_class_masses ==
                                  size_class_masses))

    def test___str__(self):
        self.assertGreater(len(self.materiala_package_a.__str__()), 0)

    def test_add_operator_1(self):
        """
        other = MaterialPackage
        Test whether the add operator calculates the resulting package
        correctly.
        """

        package_a_plus_b = self.materiala_package_a + self.materiala_package_b

        self.assertAlmostEqual(self.materiala_package_a.get_mass(), 1234.5)

        self.assertAlmostEqual(self.materiala_package_b.get_mass(),
                               2345.5999999999995)

        self.assertAlmostEqual(package_a_plus_b.get_mass(), 3580.0999999999999)

    # def test_add_operator_2(self):
        # mix_package = self.mix.create_package(None, 0.0)
        # mix_package = mix_package + self.materiala_package_a
        # mix_package = mix_package + self.reductant_package_a

        # self.assertEqual(mix_package.get_mass(),
        #                  self.materiala_package_a.get_mass() +
        #                  self.reductant_package_a.get_mass())

        # self.assertRaises(Exception, self.add_incompatible_packages)

    # def add_incompatible_packages(self):
        # result = self.materiala_package_a + self.reductant_package_a
        # result = result * 1.0

    def test_add_operator_3(self):
        """
        other = tuple (size_class, mass)
        Test whether the add operator calculates the resulting package
        correctly. Results were checked against FactSage results. They are not
        exactly the same, since the magnetic and other non-cp contributions are
        omitted by the thermo module.
        """

        packageAplus75micron = self.materiala_package_a + (75.0E-6, 123.4)

        self.assertAlmostEqual(packageAplus75micron.get_mass(),
                               1357.8999999999999)

    def test_extract_1(self):
        temp_package_a = self.materiala_package_a.clone()
        mass = 432.1
        diff_package = temp_package_a.extract(mass)

        self.assertAlmostEqual(temp_package_a.get_mass(),
                               self.materiala_package_a.get_mass() - mass)

        self.assertAlmostEqual(diff_package.get_mass(), mass)

    def test_subtract_operator_2(self):
        temp_package_a = self.materiala_package_a.clone()
        size_class = 4.8E-3
        mass = 123.4
        diff_package = temp_package_a.extract((size_class, mass))

        self.assertAlmostEqual(
            temp_package_a.get_mass(),
            self.materiala_package_a.get_mass() - mass)
        self.assertAlmostEqual(
            temp_package_a.get_size_class_mass(size_class),
            self.materiala_package_a.get_size_class_mass(size_class) - mass)

        self.assertAlmostEqual(diff_package.get_mass(), mass)
        self.assertAlmostEqual(
            diff_package.get_size_class_mass(size_class),
            mass)

    def test_subtract_operator_3(self):
        temp_package_a = self.materiala_package_a.clone()
        size_class = 4.8E-3
        mass = temp_package_a.get_size_class_mass(size_class)
        diff_package = temp_package_a.extract(str(size_class))

        self.assertAlmostEqual(
            temp_package_a.get_mass(),
            self.materiala_package_a.get_mass() - mass)
        self.assertAlmostEqual(
            temp_package_a.get_size_class_mass(size_class),
            self.materiala_package_a.get_size_class_mass(size_class) -
            mass)

        self.assertAlmostEqual(diff_package.get_mass(), mass)
        self.assertAlmostEqual(
            diff_package.get_size_class_mass(size_class),
            mass)

    def test_multiply_operator(self):
        temp_package_a = self.materiala_package_a.clone()

        mul_package_1 = temp_package_a * 0.0
        self.assertEqual(mul_package_1.get_mass(), 0.0)
        self.assertTrue(numpy.all(mul_package_1.size_class_masses ==
                                  temp_package_a.size_class_masses * 0.0))

        mul_package_2 = temp_package_a * 1.0
        self.assertEqual(mul_package_2.get_mass(), temp_package_a.get_mass())
        self.assertTrue(numpy.all(mul_package_2.size_class_masses ==
                                  temp_package_a.size_class_masses))

        mul_package_2 = temp_package_a * 123.4
        self.assertAlmostEqual(
            mul_package_2.get_mass(),
            temp_package_a.get_mass() * 123.4)
        self.assertTrue(numpy.all(mul_package_2.size_class_masses ==
                                  temp_package_a.size_class_masses * 123.4))

    def test_clone(self):
        clone = self.materiala_package_a.clone()

        self.assertEqual(clone.get_mass(), self.materiala_package_a.get_mass())
        self.assertTrue(numpy.all(clone.size_class_masses ==
                                  self.materiala_package_a.size_class_masses))

    def test_get_mass(self):
        self.assertAlmostEqual(self.materiala_package_a.get_mass(), 1234.5)
        self.assertAlmostEqual(
            self.materiala_package_b.get_mass(),
            2345.5999999999995)

    def test_get_assay(self):
        self.assertTrue(
            numpy.all(self.materiala_package_a.get_assay() -
                      self.materiala.assays["DryFeedA"] /
                      self.materiala.assays["DryFeedA"].sum() < 1.0E-16))
        self.assertTrue(
            numpy.all(self.materiala_package_a.get_assay() -
                      self.materiala.assays["DryFeedA"] /
                      self.materiala.assays["DryFeedA"].sum() > -1.0E-16))

    def test_get_size_class_mass(self):
        assay = "DryFeedA"
        size_class = 4.8E-3
        for size_class in self.materiala.size_classes:
            index = self.materiala.get_size_class_index(size_class)
            mass = 1234.5 * self.materiala.assays[assay][index] / \
                self.materiala.get_assay_total(assay)
            self.assertEqual(
                self.materiala_package_a.get_size_class_mass(size_class),
                mass)
Esempio n. 4
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class SlurryMaterialPackageUnitTester(unittest.TestCase):

    def setUp(self):
        self.materiala = Material(
            "materiala",
            os.path.join(slurry.DEFAULT_DATA_PATH,
                         r"psdslurrymaterial.test.materiala.txt"))
        self.materiala_package_a = self.materiala.create_package("DryFeedA",
                                                                 1234.5, True)
        self.materiala_package_b = self.materiala.create_package(
            "DryMillCharge",
            2345.6, True)

    def test_constructor(self):
        size_class_masses = self.materiala.assays["DryFeedA"] * 123.4 / \
                          self.materiala.assays["DryFeedA"].sum()
        package = MaterialPackage(self.materiala, 0.3, 0.05, size_class_masses)
        self.assertEqual(package.material, self.materiala)
        self.assertAlmostEqual(package.get_mass(), 123.45, places=10)
        self.assertEqual(package.solid_density, 0.3)
        self.assertEqual(package.H2O_mass, 0.05)
        self.assertTrue(numpy.all(package.size_class_masses ==
                                  size_class_masses))

    def test___str__(self):
        self.assertGreater(len(self.materiala_package_a.__str__()), 0)

    def test_add_operator_1(self):
        """
        other = MaterialPackage
        Test whether the add operator calculates the resulting package
        correctly.
        """

        package_a_plus_b = self.materiala_package_a + self.materiala_package_b

        self.assertAlmostEqual(self.materiala_package_a.get_mass(), 1234.5)

        self.assertAlmostEqual(self.materiala_package_b.get_mass(),
                               2345.5999999999995)

        self.assertAlmostEqual(package_a_plus_b.get_mass(), 3580.0999999999999)

    # def test_add_operator_2(self):
        # mix_package = self.mix.create_package(None, 0.0)
        # mix_package = mix_package + self.materiala_package_a
        # mix_package = mix_package + self.reductant_package_a

        # self.assertEqual(mix_package.get_mass(),
        #                  self.materiala_package_a.get_mass() +
        #                  self.reductant_package_a.get_mass())

        # self.assertRaises(Exception, self.add_incompatible_packages)

    # def add_incompatible_packages(self):
        # result = self.materiala_package_a + self.reductant_package_a
        # result = result * 1.0

    def test_add_operator_3(self):
        """
        other = tuple (size_class, mass)
        Test whether the add operator calculates the resulting package
        correctly. Results were checked against FactSage results. They are not
        exactly the same, since the magnetic and other non-cp contributions are
        omitted by the thermo module.
        """

        packageAplus75micron = self.materiala_package_a + (75.0E-6, 123.4)

        self.assertAlmostEqual(packageAplus75micron.get_mass(),
                               1357.8999999999999)

    def test_extract_1(self):
        temp_package_a = self.materiala_package_a.clone()
        mass = 432.1
        diff_package = temp_package_a.extract(mass)

        self.assertAlmostEqual(temp_package_a.get_mass(),
                               self.materiala_package_a.get_mass() - mass)

        self.assertAlmostEqual(diff_package.get_mass(), mass)

    def test_subtract_operator_2(self):
        temp_package_a = self.materiala_package_a.clone()
        size_class = 4.8E-3
        mass = 123.4
        diff_package = temp_package_a.extract((size_class, mass))

        self.assertAlmostEqual(
            temp_package_a.get_mass(),
            self.materiala_package_a.get_mass() - mass)
        self.assertAlmostEqual(
            temp_package_a.get_size_class_mass(size_class),
            self.materiala_package_a.get_size_class_mass(size_class) - mass)

        self.assertAlmostEqual(diff_package.get_mass(), mass)
        self.assertAlmostEqual(
            diff_package.get_size_class_mass(size_class),
            mass)

    def test_subtract_operator_3(self):
        temp_package_a = self.materiala_package_a.clone()
        size_class = 4.8E-3
        mass = temp_package_a.get_size_class_mass(size_class)
        diff_package = temp_package_a.extract(str(size_class))

        self.assertAlmostEqual(
            temp_package_a.get_mass(),
            self.materiala_package_a.get_mass() - mass)
        self.assertAlmostEqual(
            temp_package_a.get_size_class_mass(size_class),
            self.materiala_package_a.get_size_class_mass(size_class) -
            mass)

        self.assertAlmostEqual(diff_package.get_mass(), mass)
        self.assertAlmostEqual(
            diff_package.get_size_class_mass(size_class),
            mass)

    def test_multiply_operator(self):
        temp_package_a = self.materiala_package_a.clone()

        mul_package_1 = temp_package_a * 0.0
        self.assertEqual(mul_package_1.get_mass(), 0.0)
        self.assertTrue(numpy.all(mul_package_1.size_class_masses ==
                                  temp_package_a.size_class_masses * 0.0))

        mul_package_2 = temp_package_a * 1.0
        self.assertEqual(mul_package_2.get_mass(), temp_package_a.get_mass())
        self.assertTrue(numpy.all(mul_package_2.size_class_masses ==
                                  temp_package_a.size_class_masses))

        mul_package_2 = temp_package_a * 123.4
        self.assertAlmostEqual(
            mul_package_2.get_mass(),
            temp_package_a.get_mass() * 123.4)
        self.assertTrue(numpy.all(mul_package_2.size_class_masses ==
                                  temp_package_a.size_class_masses * 123.4))

    def test_clone(self):
        clone = self.materiala_package_a.clone()

        self.assertEqual(clone.get_mass(), self.materiala_package_a.get_mass())
        self.assertTrue(numpy.all(clone.size_class_masses ==
                                  self.materiala_package_a.size_class_masses))

    def test_get_mass(self):
        self.assertAlmostEqual(self.materiala_package_a.get_mass(), 1234.5)
        self.assertAlmostEqual(
            self.materiala_package_b.get_mass(),
            2345.5999999999995)

    def test_get_assay(self):
        self.assertTrue(
            numpy.all(self.materiala_package_a.get_assay() -
                      self.materiala.assays["DryFeedA"] /
                      self.materiala.assays["DryFeedA"].sum() < 1.0E-16))
        self.assertTrue(
            numpy.all(self.materiala_package_a.get_assay() -
                      self.materiala.assays["DryFeedA"] /
                      self.materiala.assays["DryFeedA"].sum() > -1.0E-16))

    def test_get_size_class_mass(self):
        assay = "DryFeedA"
        size_class = 4.8E-3
        for size_class in self.materiala.size_classes:
            index = self.materiala.get_size_class_index(size_class)
            mass = 1234.5 * self.materiala.assays[assay][index] / \
                self.materiala.get_assay_total(assay)
            self.assertEqual(
                self.materiala_package_a.get_size_class_mass(size_class),
                mass)