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How to use _check method in tempest

Best Python code snippet using tempest_python

einsum_op_test.py

Source:einsum_op_test.py

...30from tensorflow.python.ops import variables31from tensorflow.python.platform import benchmark32from tensorflow.python.platform import test33class EinsumOpTest(test.TestCase):34  def _check(self, s, *input_shapes, **kwargs):35    dtype = kwargs.pop('dtype', np.float32)36    r = np.random.RandomState(0)37    inputs = []38    for shape in input_shapes:39      arr = np.array(r.randn(*shape)).astype(dtype)40      if dtype == np.complex64 or dtype == np.complex128:41        arr += 1j * np.array(r.randn(*shape)).astype(dtype)42      inputs.append(arr)43    input_tensors = [constant_op.constant(x, shape=x.shape) for x in inputs]44    a = np.einsum(s, *inputs)45    b = self.evaluate(gen_linalg_ops.einsum(input_tensors, s))46    self.assertAllClose(a, b, atol=1e-4, rtol=1e-4)47  def testUnary(self):48    self._check('->', ())49    self._check('ab->', (3, 3))50    self._check('ab->ab', (3, 3))51    self._check('abc->b', (3, 4, 5))52    self._check('abc->ca', (3, 4, 5))53    self._check('abc->cab', (3, 4, 5))54  def testUnaryWithRepeatedLabels(self):55    self._check('aa->', (3, 3))56    self._check('aa->a', (3, 3))57    self._check('aaa->', (3, 3, 3))58    self._check('aaa->a', (3, 3, 3))59    self._check('aab->a', (3, 3, 4))60    self._check('aabcc->a', (3, 3, 5, 4, 4))61    self._check('aabcc->ac', (3, 3, 5, 4, 4))62    self._check('aabcd->ad', (3, 3, 5, 4, 4))63  def testUnaryEllipsis(self):64    # Unary cases with ellipsis.65    # Edge cases.66    self._check('...->...', ())67    self._check('...->', ())68    self._check('->...', ())69    # Tests from dask70    self._check('a...a->a...', (2, 2))71    self._check('a...a->', (2, 2))72    self._check('a...a->...', (2, 5, 1, 2))73    self._check('a...a->a...', (2, 1, 2))74    self._check('a...a->a...', (2, 3, 4, 5, 2))75    # Regular cases.76    self._check('...ijk->...ki', (3, 4, 5))77    self._check('...ijk->...ki', (1, 3, 4, 5))78    self._check('...ijk->...ki', (2, 2, 3, 4, 5))79    # Repeated indices.80    self._check('i...ii->...i', (3, 2, 3, 3))81  def testBinarySimple(self):82    # Binary cases in XLA mode must have either (a) each index appearing exactly83    # once in both the inputs (batch or contraction index), or (b) appearing84    # exactly once in an input and in the output (free index).85    self._check(',->', (), ())86    self._check('a,a->', (3,), (3,))87    self._check('a,a->a', (3,), (3,))88    self._check('ab,b->a', (3, 4), (4,))89    self._check('ab,ab->', (3, 4), (3, 4))90    self._check('ab,bc->ac', (3, 4), (4, 5))91    self._check('nij,jk->nik', (5, 2, 3), (3, 4))92    self._check('abc,bad->abcd', (1, 2, 3), (2, 1, 4))93    # Based on https://github.com/google/jax/issues/37#issuecomment-44857218794    self._check('sa,shb->shab', (2, 1), (2, 3, 4))95  def testReducedIndices(self):96    self._check('ba,b->', (3, 2), (3,))97    self._check('ab,ab->', (3, 4), (3, 4))98    self._check('abce,badf->abcd', (1, 2, 3, 4), (2, 1, 4, 3))99  def testRepeatedIndices(self):100    # Repeated indices.101    self._check('ijj,k->ik', (2, 3, 3), (4,))102    self._check('aba,a->b', (3, 4, 3), (3,))103    # From https://github.com/dask/dask/pull/3412#discussion_r182413444104    self._check('aab,bc->ac', (2, 2, 3), (3, 4))105    self._check('aab,bcc->ac', (2, 2, 3), (3, 4, 4))106  def testEllipsis(self):107    # Batch matmul with ellipsis but without broadcasting.108    self._check('...mk,...kn->...mn', (5, 1, 2, 3), (5, 1, 3, 4))109    # Empty batch dimensions.110    self._check('...mk,...kn->...mn', (2, 3), (3, 4))111    # Tensor contraction with transpose.112    self._check('...ija,aijb...->ba...ij', (1, 2, 2, 3, 1), (1, 2, 3, 4, 1, 2))113    # Output subscripts may omit ellipsis when batch shape is empty.114    self._check('...mk,...kn->mn', (2, 3), (3, 4))115    self._check('...mk,kn->mn', (2, 3), (3, 4))116    self._check('mk,...kn->mn', (2, 3), (3, 4))117  def testBroadcasting(self):118    # Batch matmul with broadcasting.119    self._check('...ij,...jk->...ik', (1, 2, 3), (3, 5))120    self._check('...ij,...jk->...ik', (2, 3), (1, 3, 5))121    self._check('...ij,...jk->...ik', (5, 2, 3), (3, 5))122    self._check('...ij,...jk->...ik', (2, 3), (5, 3, 5))123    self._check('...ij,...jk->...ik', (3, 1, 2, 3), (1, 1, 7, 3, 5))124    self._check('i...j,j...k->...ik', (2, 1, 3, 1, 3), (3, 1, 7, 5))125    # Following 2 from https://stackoverflow.com/a/19203475/1611416126    self._check('...abc,...abcd->...d', (1, 1, 2, 3, 4), (5, 2, 3, 4, 6))127    self._check('ab...,b->ab...', (2, 3, 1, 1, 5), (3,))128    self._check('i...j,j...k->i...k', (3, 1, 2, 2), (2, 2, 3, 1, 4))129  def testBroadcastingWithRepeatedIndices(self):130    # Broadcasting with repeated indices.131    self._check('ij,jk...k->i...', (3, 2), (2, 4, 1, 4))132    self._check('ij,jk...k->...i', (3, 2), (2, 4, 5, 4))133    self._check('ijj,jk...k->i...', (3, 2, 2), (2, 4, 1, 4))134    self._check('i...jj,jk...k->i...', (3, 3, 1, 2, 2), (2, 4, 1, 5, 4))135  def testDtypes(self):136    bfloat16 = dtypes.bfloat16.as_numpy_dtype137    def check(dtype):138      r = np.random.RandomState(0)139      equation = 'ij,jk->ik'140      input_shapes = [(2, 2), (2, 2)]141      inputs = []142      for shape in input_shapes:143        arr = np.array(r.randn(*shape)).astype(dtype)144        if dtype == np.complex64 or dtype == np.complex128:145          arr += 1j * np.array(r.randn(*shape)).astype(dtype)146        inputs.append(arr)147      input_tensors = [constant_op.constant(x) for x in inputs]148      if dtype == bfloat16:...

test_medical_uom.py

Source:test_medical_uom.py

1# Copyright 2021 Creu Blanca2# License AGPL-3.0 or later (http://www.gnu.org/licenses/agpl).3from odoo.tests.common import TransactionCase4class TestMedicalUom(TransactionCase):5    def _check(self, origin, destiny, original_qty, expected_qty):6        base_uom = self.env.ref("medical_diagnostic_report.%s" % origin)7        compute_uom = self.env.ref("medical_diagnostic_report.%s" % destiny)8        self.assertAlmostEqual(9            base_uom._compute_quantity(original_qty, compute_uom),10            expected_qty,11            places=2,12        )13    def test_rate(self):14        self._check("uom_rate", "uom_percentage", 1, 100)15        self._check("uom_percentage", "uom_rate", 200, 2)16    def test_density(self):17        self._check("uom_gram_liter", "uom_gram_deciliter", 10, 1)18        self._check("uom_gram_deciliter", "uom_gram_liter", 2, 20)19        self._check("uom_gram_liter", "uom_milligram_deciliter", 1, 100)20        self._check("uom_milligram_deciliter", "uom_gram_liter", 100, 1)21        self._check("uom_gram_deciliter", "uom_milligram_deciliter", 1, 1000)22        self._check("uom_milligram_deciliter", "uom_gram_deciliter", 2000, 2)23        self._check("uom_gram_liter", "uom_milligram_liter", 1, 1000)24        self._check("uom_milligram_liter", "uom_gram_liter", 2000, 2)25    def test_concentration(self):26        self._check(27            "uom_million_micro_liter", "uom_ten_thousand_micro_liter", 1, 10028        )29        self._check(30            "uom_ten_thousand_micro_liter", "uom_million_micro_liter", 200, 231        )32        self._check(33            "uom_million_micro_liter", "uom_thousand_micro_liter", 1, 100034        )35        self._check(36            "uom_thousand_micro_liter", "uom_million_micro_liter", 2000, 237        )38        self._check(39            "uom_million_micro_liter", "uom_hundred_micro_liter", 1, 1000040        )41        self._check(42            "uom_hundred_micro_liter", "uom_million_micro_liter", 20000, 243        )44        self._check(45            "uom_ten_thousand_micro_liter", "uom_thousand_micro_liter", 1, 1046        )47        self._check(48            "uom_thousand_micro_liter", "uom_ten_thousand_micro_liter", 20, 249        )50        self._check(51            "uom_ten_thousand_micro_liter", "uom_hundred_micro_liter", 1, 10052        )53        self._check(54            "uom_hundred_micro_liter", "uom_ten_thousand_micro_liter", 200, 255        )56        self._check(57            "uom_thousand_micro_liter", "uom_hundred_micro_liter", 1, 1058        )59        self._check(60            "uom_hundred_micro_liter", "uom_thousand_micro_liter", 20, 261        )62    def test_concentration_water(self):63        self._check("uom_litre_litre", "uom_millilitre_litre", 1, 1000)64        self._check("uom_millilitre_litre", "uom_litre_litre", 2000, 2)65    def test_concentration_molar(self):66        self._check("uom_mol_litre", "uom_millimol_litre", 1, 1000)67        self._check("uom_millimol_litre", "uom_mol_litre", 2000, 2)68    def test_mol(self):69        self._check("uom_mol", "uom_femto_mol", 0.001, 1000000000000)70        self._check("uom_femto_mol", "uom_mol", 2000000000000000, 2)71        self._check("uom_mol", "uom_atto_mol", 0.000001, 1000000000000)72        self._check("uom_atto_mol", "uom_mol", 2000000000000000000, 2)73        self._check("uom_femto_mol", "uom_atto_mol", 1, 1000)74        self._check("uom_atto_mol", "uom_femto_mol", 2000, 2)75    def test_time_month_year(self):76        self._check("uom_hour", "uom_day", 24, 1)77        self._check("uom_day", "uom_hour", 2, 48)78        self._check("uom_hour", "uom_week", 168, 1)79        self._check("uom_week", "uom_hour", 2, 336)80        self._check("uom_day", "uom_week", 7, 1)81        self._check("uom_week", "uom_day", 2, 14)82    def test_time_hour_day_week(self):83        self._check("uom_month", "uom_year", 12, 1)84        self._check("uom_year", "uom_month", 1, 12)85    def test_femto_litre(self):86        base_uom = self.env.ref("uom.product_uom_litre")87        compute_uom = self.env.ref("medical_diagnostic_report.uom_femto_litre")88        self.assertAlmostEqual(89            base_uom._compute_quantity(0.001, compute_uom),90            1000000000000,91            places=2,92        )93        base_uom = self.env.ref("medical_diagnostic_report.uom_femto_litre")94        compute_uom = self.env.ref("uom.product_uom_litre")95        self.assertAlmostEqual(96            base_uom._compute_quantity(2000000000000000, compute_uom),97            2,98            places=2,...

decorator_utils_test.py

Source:decorator_utils_test.py

...31  def test_function(self):32    self.assertEqual("_test_function",33                     decorator_utils.get_qualified_name(_test_function))34class AddNoticeToDocstringTest(test.TestCase):35  def _check(self, doc, expected):36    self.assertEqual(37        decorator_utils.add_notice_to_docstring(38            doc=doc,39            instructions="Instructions",40            no_doc_str="Nothing here",41            suffix_str="(suffix)",42            notice=["Go away"]),43        expected)44  def test_regular(self):45    expected = (46        "Brief (suffix)\n\nWarning: Go away\nInstructions\n\nDocstring\n\n"47        "Args:\n  arg1: desc")48    # No indent for main docstring49    self._check("Brief\n\nDocstring\n\nArgs:\n  arg1: desc", expected)50    # 2 space indent for main docstring, blank lines not indented51    self._check("Brief\n\n  Docstring\n\n  Args:\n    arg1: desc", expected)52    # 2 space indent for main docstring, blank lines indented as well.53    self._check("Brief\n  \n  Docstring\n  \n  Args:\n    arg1: desc", expected)54    # No indent for main docstring, first line blank.55    self._check("\n  Brief\n  \n  Docstring\n  \n  Args:\n    arg1: desc",56                expected)57    # 2 space indent, first line blank.58    self._check("\n  Brief\n  \n  Docstring\n  \n  Args:\n    arg1: desc",59                expected)60  def test_brief_only(self):61    expected = "Brief (suffix)\n\nWarning: Go away\nInstructions"62    self._check("Brief", expected)63    self._check("Brief\n", expected)64    self._check("Brief\n  ", expected)65    self._check("\nBrief\n  ", expected)66    self._check("\n  Brief\n  ", expected)67  def test_no_docstring(self):68    expected = "Nothing here\n\nWarning: Go away\nInstructions"69    self._check(None, expected)70    self._check("", expected)71  def test_no_empty_line(self):72    expected = "Brief (suffix)\n\nWarning: Go away\nInstructions\n\nDocstring"73    # No second line indent74    self._check("Brief\nDocstring", expected)75    # 2 space second line indent76    self._check("Brief\n  Docstring", expected)77    # No second line indent, first line blank78    self._check("\nBrief\nDocstring", expected)79    # 2 space second line indent, first line blank80    self._check("\n  Brief\n  Docstring", expected)81class ValidateCallableTest(test.TestCase):82  def test_function(self):83    decorator_utils.validate_callable(_test_function, "test")84  def test_method(self):85    decorator_utils.validate_callable(self.test_method, "test")86  def test_callable(self):87    class TestClass(object):88      def __call__(self):89        pass90    decorator_utils.validate_callable(TestClass(), "test")91  def test_partial(self):92    partial = functools.partial(_test_function, unused_arg=7)93    decorator_utils.validate_callable(partial, "test")94  def test_fail_non_callable(self):...

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