How to use _check method in pytest-django

Best Python code snippet using pytest-django_python

einsum_op_test.py

Source:einsum_op_test.py Github

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...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:...

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test_medical_uom.py

Source:test_medical_uom.py Github

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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,...

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decorator_utils_test.py

Source:decorator_utils_test.py Github

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...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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