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How to use assertGreaterEqual method in autotest
Best Python code snippet using autotest_python
Tests.py
Source:Tests.py 
...12 self.true2 = torch.normal(0, 1.0, (2*n, d))13 self.pred1pt = torch.normal(0,1.0,(1,d))14 def test_ddks(self):15 xdks = ddks.methods.ddKS()16 self.assertGreaterEqual(1.0, xdks(self.pred,self.true))17 def test_vdks(self):18 xdks = ddks.methods.vdKS()19 self.assertGreaterEqual(1.0, xdks(self.pred,self.true))20 def test_rdks(self):21 xdks = ddks.methods.rdKS()22 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))23 def test_ddks_diffpt(self):24 xdks = ddks.methods.ddKS()25 self.assertGreaterEqual(1.0, xdks(self.pred,self.true2))26 def test_vdks_diffpt(self):27 xdks = ddks.methods.vdKS()28 self.assertGreaterEqual(1.0, xdks(self.pred,self.true2))29 def test_rdks_diffpt(self):30 xdks = ddks.methods.rdKS()31 self.assertGreaterEqual(1.0, xdks(self.pred, self.true2))32 def test_ddks_onept(self):33 xdks = ddks.methods.ddKS()34 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))35 def test_vdks_onept(self):36 xdks = ddks.methods.vdKS()37 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))38 def test_rdks_onept(self):39 xdks = ddks.methods.rdKS()40 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))41 def test_ddks_diffptrev(self):42 xdks = ddks.methods.ddKS()43 self.assertGreaterEqual(1.0, xdks(self.true2,self.pred))44 def test_vdks_diffptrev(self):45 xdks = ddks.methods.vdKS()46 self.assertGreaterEqual(1.0, xdks(self.true2,self.pred))47 def test_rdks_diffptrev(self):48 xdks = ddks.methods.rdKS()49 self.assertGreaterEqual(1.0, xdks(self.true2, self.pred))50 def test_ddks_oneptrev(self):51 xdks = ddks.methods.ddKS()52 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))53 def test_vdks_oneptrev(self):54 xdks = ddks.methods.vdKS()55 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))56 def test_rdks_oneptrev(self):57 xdks = ddks.methods.rdKS()58 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))59 def test_permute_d_diff(self):60 xdks = ddks.methods.ddKS()61 p, _, _ = xdks.permute(pred=self.pred, true=self.true2, J=100)62 self.assertGreaterEqual(1.0, p)63 def test_permute_v_diff(self):64 xdks = ddks.methods.vdKS()65 p, _, _ = xdks.permute(pred=self.pred, true=self.true2, J=100)66 self.assertGreaterEqual(1.0, p)67 def test_permute_r_diff(self):68 xdks = ddks.methods.rdKS()69 p, _, _ = xdks.permute(pred=self.pred, true=self.true2, J=100)70 self.assertGreaterEqual(1.0, p)71 def test_permute_d_1pt(self):72 xdks = ddks.methods.ddKS()73 p, _, _ = xdks.permute(pred=self.pred1pt, true=self.true, J=100)74 self.assertGreaterEqual(1.0, p)75 def test_permute_v_1pt(self):76 xdks = ddks.methods.vdKS()77 p, _, _ = xdks.permute(pred=self.pred1pt, true=self.true, J=100)78 self.assertGreaterEqual(1.0, p)79 def test_permute_r_1pt(self):80 xdks = ddks.methods.rdKS()81 p, _, _ = xdks.permute(pred=self.pred1pt, true=self.true, J=100)82 self.assertGreaterEqual(1.0, p)83class MethodTests2D(unittest.TestCase):84 def setUp(self) -> None:85 d = 286 n = 1087 self.pred = torch.normal(0,1.0,(n,d))88 self.true = torch.normal(0, 1.0, (n, d))89 self.true2 = torch.normal(0, 1.0, (2 * n, d))90 self.pred1pt = torch.normal(0, 1.0, (1, d))91 def test_ddks(self):92 xdks = ddks.methods.ddKS()93 self.assertGreaterEqual(1.0, xdks(self.pred,self.true))94 def test_vdks(self):95 xdks = ddks.methods.vdKS()96 self.assertGreaterEqual(1.0, xdks(self.pred,self.true))97 def test_rdks(self):98 xdks = ddks.methods.rdKS()99 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))100 def test_ddks_diffpt(self):101 xdks = ddks.methods.ddKS()102 self.assertGreaterEqual(1.0, xdks(self.pred,self.true2))103 def test_vdks_diffpt(self):104 xdks = ddks.methods.vdKS()105 self.assertGreaterEqual(1.0, xdks(self.pred,self.true2))106 def test_rdks_diffpt(self):107 xdks = ddks.methods.rdKS()108 self.assertGreaterEqual(1.0, xdks(self.pred, self.true2))109 def test_ddks_onept(self):110 xdks = ddks.methods.ddKS()111 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))112 def test_vdks_onept(self):113 xdks = ddks.methods.vdKS()114 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))115 def test_rdks_onept(self):116 xdks = ddks.methods.rdKS()117 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))118 def test_ddks_diffptrev(self):119 xdks = ddks.methods.ddKS()120 self.assertGreaterEqual(1.0, xdks(self.true2,self.pred))121 def test_vdks_diffptrev(self):122 xdks = ddks.methods.vdKS()123 self.assertGreaterEqual(1.0, xdks(self.true2,self.pred))124 def test_rdks_diffptrev(self):125 xdks = ddks.methods.rdKS()126 self.assertGreaterEqual(1.0, xdks(self.true2, self.pred))127 def test_ddks_oneptrev(self):128 xdks = ddks.methods.ddKS()129 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))130 def test_vdks_oneptrev(self):131 xdks = ddks.methods.vdKS()132 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))133 def test_rdks_oneptrev(self):134 xdks = ddks.methods.rdKS()135 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))136 def test_permute_d_diff(self):137 xdks = ddks.methods.ddKS()138 p,_,_= xdks.permute(pred=self.pred, true=self.true2,J=100)139 self.assertGreaterEqual(1.0, p)140 def test_permute_v_diff(self):141 xdks = ddks.methods.vdKS()142 p,_,_= xdks.permute(pred=self.pred, true=self.true2,J=100)143 self.assertGreaterEqual(1.0, p)144 def test_permute_r_diff(self):145 xdks = ddks.methods.rdKS()146 p,_,_= xdks.permute(pred=self.pred, true=self.true2,J=100)147 self.assertGreaterEqual(1.0, p)148 def test_permute_d_1pt(self):149 xdks = ddks.methods.ddKS()150 p,_,_= xdks.permute(pred=self.pred1pt, true=self.true,J=100)151 self.assertGreaterEqual(1.0, p)152 def test_permute_v_1pt(self):153 xdks = ddks.methods.vdKS()154 p,_,_= xdks.permute(pred=self.pred1pt, true=self.true,J=100)155 self.assertGreaterEqual(1.0, p)156 def test_permute_r_1pt(self):157 xdks = ddks.methods.rdKS()158 p,_,_= xdks.permute(pred=self.pred1pt, true=self.true,J=100)159 self.assertGreaterEqual(1.0, p)160class MethodTests3D(unittest.TestCase):161 def setUp(self) -> None:162 d = 3163 n = 10164 self.pred = torch.normal(0, 1.0, (n, d))165 self.true = torch.normal(0, 1.0, (n, d))166 self.true2 = torch.normal(0, 1.0, (2 * n, d))167 self.pred1pt = torch.normal(0, 1.0, (1, d))168 self.data1 = [[0,0,0],[0,.1,0], [0,.2,0], [0,.3,0]]169 def test_ddks(self):170 xdks = ddks.methods.ddKS()171 self.assertGreaterEqual(1.0, xdks(self.pred,self.true))172 def test_vdks(self):173 xdks = ddks.methods.vdKS()174 self.assertGreaterEqual(1.0, xdks(self.pred,self.true))175 def test_rdks(self):176 xdks = ddks.methods.rdKS()177 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))178 def test_permute_d(self):179 xdks = ddks.methods.ddKS()180 p,_,_= xdks.permute(pred=self.pred, true=self.true,J=100)181 self.assertGreaterEqual(1.0, p)182 def test_permute_v(self):183 xdks = ddks.methods.vdKS()184 p,_,_= xdks.permute(pred=self.pred, true=self.true,J=100)185 self.assertGreaterEqual(1.0, p)186 def test_permute_r(self):187 xdks = ddks.methods.rdKS()188 p,_,_= xdks.permute(pred=self.pred, true=self.true,J=100)189 self.assertGreaterEqual(1.0, p)190 def test_ddks_diffpt(self):191 xdks = ddks.methods.ddKS()192 self.assertGreaterEqual(1.0, xdks(self.pred,self.true2))193 def test_vdks_diffpt(self):194 xdks = ddks.methods.vdKS()195 self.assertGreaterEqual(1.0, xdks(self.pred,self.true2))196 def test_rdks_diffpt(self):197 xdks = ddks.methods.rdKS()198 self.assertGreaterEqual(1.0, xdks(self.pred, self.true2))199 def test_ddks_onept(self):200 xdks = ddks.methods.ddKS()201 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))202 def test_vdks_onept(self):203 xdks = ddks.methods.vdKS()204 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))205 def test_rdks_onept(self):206 xdks = ddks.methods.rdKS()207 self.assertGreaterEqual(1.0, xdks(self.pred1pt, self.true))208 def test_ddks_diffptrev(self):209 xdks = ddks.methods.ddKS()210 self.assertGreaterEqual(1.0, xdks(self.true2,self.pred))211 def test_vdks_diffptrev(self):212 xdks = ddks.methods.vdKS()213 self.assertGreaterEqual(1.0, xdks(self.true2,self.pred))214 def test_rdks_diffptrev(self):215 xdks = ddks.methods.rdKS()216 self.assertGreaterEqual(1.0, xdks(self.true2, self.pred))217 def test_ddks_oneptrev(self):218 xdks = ddks.methods.ddKS()219 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))220 def test_vdks_oneptrev(self):221 xdks = ddks.methods.vdKS()222 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))223 def test_rdks_oneptrev(self):224 xdks = ddks.methods.rdKS()225 self.assertGreaterEqual(1.0, xdks(self.true,self.pred1pt))226 def test_permute_d_diff(self):227 xdks = ddks.methods.ddKS()228 p,_,_= xdks.permute(pred=self.pred, true=self.true2,J=100)229 self.assertGreaterEqual(1.0, p)230 def test_permute_v_diff(self):231 xdks = ddks.methods.vdKS()232 p,_,_= xdks.permute(pred=self.pred, true=self.true2,J=100)233 self.assertGreaterEqual(1.0, p)234 def test_permute_r_diff(self):235 xdks = ddks.methods.rdKS()236 p,_,_= xdks.permute(pred=self.pred, true=self.true2,J=100)237 self.assertGreaterEqual(1.0, p)238 def test_permute_d_1pt(self):239 xdks = ddks.methods.ddKS()240 p,_,_= xdks.permute(pred=self.pred1pt, true=self.true,J=100)241 self.assertGreaterEqual(1.0, p)242 def test_permute_v_1pt(self):243 xdks = ddks.methods.vdKS()244 p,_,_= xdks.permute(pred=self.pred1pt, true=self.true,J=100)245 self.assertGreaterEqual(1.0, p)246 def test_permute_r_1pt(self):247 xdks = ddks.methods.rdKS()248 p,_,_= xdks.permute(pred=self.pred1pt, true=self.true,J=100)249 self.assertGreaterEqual(1.0, p)250class ddKSTest(unittest.TestCase):251 def setUp(self) -> None:252 d = 3253 n = 10254 self.pred = torch.normal(0, 1.0, (n, d))255 self.true = torch.normal(0, 1.0, (n, d))256 def test_soft(self):257 xdks = ddks.methods.ddKS(soft=True)258 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))259 def test_norm(self):260 xdks = ddks.methods.ddKS(norm=True)261 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))262 def test_oneway(self):263 xdks = ddks.methods.ddKS(oneway=False)264 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))265 def test_subsample(self):266 xdks = ddks.methods.ddKS(method='subsample')267 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))268 def test_linear(self):269 xdks = ddks.methods.ddKS(method='linear')270 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))271class rdKSTest(unittest.TestCase):272 def setUp(self) -> None:273 d = 3274 n = 10275 self.pred = torch.normal(0, 1.0, (n, d))276 self.true = torch.normal(0, 1.0, (n, d))277 def test_norm(self):278 xdks = ddks.methods.rdKS(norm=True)279 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))280class VoxelTests(unittest.TestCase):281 def setUp(self) -> None:282 d = 3283 n = 10284 self.pred = torch.normal(0, 1.0, (n, d))285 self.true = torch.normal(0, 1.0, (n, d))286 def test_numVox(self):287 numVox = torch.tensor([4,2,1])288 xdks = ddks.methods.vdKS(numVoxel=numVox)289 self.assertGreaterEqual(1.0, xdks(self.pred, self.true))290if __name__ == '__main__':...
test_listener.py
Source:test_listener.py
...46 batchInfosCompleted = batch_collector.batchInfosCompleted47 streamingStartedTime = batch_collector.streamingStartedTime48 self.wait_for(batchInfosCompleted, 4)49 self.assertEqual(len(streamingStartedTime), 1)50 self.assertGreaterEqual(len(batchInfosSubmitted), 4)51 for info in batchInfosSubmitted:52 self.assertGreaterEqual(info.batchTime().milliseconds(), 0)53 self.assertGreaterEqual(info.submissionTime(), 0)54 for streamId in info.streamIdToInputInfo():55 streamInputInfo = info.streamIdToInputInfo()[streamId]56 self.assertGreaterEqual(streamInputInfo.inputStreamId(), 0)57 self.assertGreaterEqual(streamInputInfo.numRecords, 0)58 for key in streamInputInfo.metadata():59 self.assertIsNotNone(streamInputInfo.metadata()[key])60 self.assertIsNotNone(streamInputInfo.metadataDescription())61 for outputOpId in info.outputOperationInfos():62 outputInfo = info.outputOperationInfos()[outputOpId]63 self.assertGreaterEqual(outputInfo.batchTime().milliseconds(), 0)64 self.assertGreaterEqual(outputInfo.id(), 0)65 self.assertIsNotNone(outputInfo.name())66 self.assertIsNotNone(outputInfo.description())67 self.assertGreaterEqual(outputInfo.startTime(), -1)68 self.assertGreaterEqual(outputInfo.endTime(), -1)69 self.assertIsNone(outputInfo.failureReason())70 self.assertEqual(info.schedulingDelay(), -1)71 self.assertEqual(info.processingDelay(), -1)72 self.assertEqual(info.totalDelay(), -1)73 self.assertEqual(info.numRecords(), 0)74 self.assertGreaterEqual(len(batchInfosStarted), 4)75 for info in batchInfosStarted:76 self.assertGreaterEqual(info.batchTime().milliseconds(), 0)77 self.assertGreaterEqual(info.submissionTime(), 0)78 for streamId in info.streamIdToInputInfo():79 streamInputInfo = info.streamIdToInputInfo()[streamId]80 self.assertGreaterEqual(streamInputInfo.inputStreamId(), 0)81 self.assertGreaterEqual(streamInputInfo.numRecords, 0)82 for key in streamInputInfo.metadata():83 self.assertIsNotNone(streamInputInfo.metadata()[key])84 self.assertIsNotNone(streamInputInfo.metadataDescription())85 for outputOpId in info.outputOperationInfos():86 outputInfo = info.outputOperationInfos()[outputOpId]87 self.assertGreaterEqual(outputInfo.batchTime().milliseconds(), 0)88 self.assertGreaterEqual(outputInfo.id(), 0)89 self.assertIsNotNone(outputInfo.name())90 self.assertIsNotNone(outputInfo.description())91 self.assertGreaterEqual(outputInfo.startTime(), -1)92 self.assertGreaterEqual(outputInfo.endTime(), -1)93 self.assertIsNone(outputInfo.failureReason())94 self.assertGreaterEqual(info.schedulingDelay(), 0)95 self.assertEqual(info.processingDelay(), -1)96 self.assertEqual(info.totalDelay(), -1)97 self.assertEqual(info.numRecords(), 0)98 self.assertGreaterEqual(len(batchInfosCompleted), 4)99 for info in batchInfosCompleted:100 self.assertGreaterEqual(info.batchTime().milliseconds(), 0)101 self.assertGreaterEqual(info.submissionTime(), 0)102 for streamId in info.streamIdToInputInfo():103 streamInputInfo = info.streamIdToInputInfo()[streamId]104 self.assertGreaterEqual(streamInputInfo.inputStreamId(), 0)105 self.assertGreaterEqual(streamInputInfo.numRecords, 0)106 for key in streamInputInfo.metadata():107 self.assertIsNotNone(streamInputInfo.metadata()[key])108 self.assertIsNotNone(streamInputInfo.metadataDescription())109 for outputOpId in info.outputOperationInfos():110 outputInfo = info.outputOperationInfos()[outputOpId]111 self.assertGreaterEqual(outputInfo.batchTime().milliseconds(), 0)112 self.assertGreaterEqual(outputInfo.id(), 0)113 self.assertIsNotNone(outputInfo.name())114 self.assertIsNotNone(outputInfo.description())115 self.assertGreaterEqual(outputInfo.startTime(), 0)116 self.assertGreaterEqual(outputInfo.endTime(), 0)117 self.assertIsNone(outputInfo.failureReason())118 self.assertGreaterEqual(info.schedulingDelay(), 0)119 self.assertGreaterEqual(info.processingDelay(), 0)120 self.assertGreaterEqual(info.totalDelay(), 0)121 self.assertEqual(info.numRecords(), 0)122if __name__ == "__main__":123 import unittest124 from pyspark.streaming.tests.test_listener import *125 try:126 import xmlrunner127 testRunner = xmlrunner.XMLTestRunner(output='target/test-reports', verbosity=2)128 except ImportError:129 testRunner = None...
test_core_resources.py
Source:test_core_resources.py
...44 self.assertRaises(ValueError, Image.core.set_alignment, -1)45 self.assertRaises(ValueError, Image.core.set_alignment, 3)46 def test_get_block_size(self):47 block_size = Image.core.get_block_size()48 self.assertGreaterEqual(block_size, 4096)49 def test_set_block_size(self):50 for i in [4096, 2*4096, 3*4096]:51 Image.core.set_block_size(i)52 block_size = Image.core.get_block_size()53 self.assertEqual(block_size, i)54 # Try to construct new image55 Image.new('RGB', (10, 10))56 self.assertRaises(ValueError, Image.core.set_block_size, 0)57 self.assertRaises(ValueError, Image.core.set_block_size, -1)58 self.assertRaises(ValueError, Image.core.set_block_size, 4000)59 def test_set_block_size_stats(self):60 Image.core.reset_stats()61 Image.core.set_blocks_max(0)62 Image.core.set_block_size(4096)63 Image.new('RGB', (256, 256))64 stats = Image.core.get_stats()65 self.assertGreaterEqual(stats['new_count'], 1)66 self.assertGreaterEqual(stats['allocated_blocks'], 64)67 if not is_pypy:68 self.assertGreaterEqual(stats['freed_blocks'], 64)69 def test_get_blocks_max(self):70 blocks_max = Image.core.get_blocks_max()71 self.assertGreaterEqual(blocks_max, 0)72 def test_set_blocks_max(self):73 for i in [0, 1, 10]:74 Image.core.set_blocks_max(i)75 blocks_max = Image.core.get_blocks_max()76 self.assertEqual(blocks_max, i)77 # Try to construct new image78 Image.new('RGB', (10, 10))79 self.assertRaises(ValueError, Image.core.set_blocks_max, -1)80 @unittest.skipIf(is_pypy, "images are not collected")81 def test_set_blocks_max_stats(self):82 Image.core.reset_stats()83 Image.core.set_blocks_max(128)84 Image.core.set_block_size(4096)85 Image.new('RGB', (256, 256))86 Image.new('RGB', (256, 256))87 stats = Image.core.get_stats()88 self.assertGreaterEqual(stats['new_count'], 2)89 self.assertGreaterEqual(stats['allocated_blocks'], 64)90 self.assertGreaterEqual(stats['reused_blocks'], 64)91 self.assertEqual(stats['freed_blocks'], 0)92 self.assertEqual(stats['blocks_cached'], 64)93 @unittest.skipIf(is_pypy, "images are not collected")94 def test_clear_cache_stats(self):95 Image.core.reset_stats()96 Image.core.clear_cache()97 Image.core.set_blocks_max(128)98 Image.core.set_block_size(4096)99 Image.new('RGB', (256, 256))100 Image.new('RGB', (256, 256))101 # Keep 16 blocks in cache102 Image.core.clear_cache(16)103 stats = Image.core.get_stats()104 self.assertGreaterEqual(stats['new_count'], 2)105 self.assertGreaterEqual(stats['allocated_blocks'], 64)106 self.assertGreaterEqual(stats['reused_blocks'], 64)107 self.assertGreaterEqual(stats['freed_blocks'], 48)108 self.assertEqual(stats['blocks_cached'], 16)109 def test_large_images(self):110 Image.core.reset_stats()111 Image.core.set_blocks_max(0)112 Image.core.set_block_size(4096)113 Image.new('RGB', (2048, 16))114 Image.core.clear_cache()115 stats = Image.core.get_stats()116 self.assertGreaterEqual(stats['new_count'], 1)117 self.assertGreaterEqual(stats['allocated_blocks'], 16)118 self.assertGreaterEqual(stats['reused_blocks'], 0)119 self.assertEqual(stats['blocks_cached'], 0)120 if not is_pypy:121 self.assertGreaterEqual(stats['freed_blocks'], 16)122class TestEnvVars(PillowTestCase):123 def tearDown(self):124 # Restore default values125 Image.core.set_alignment(1)126 Image.core.set_block_size(1024*1024)127 Image.core.set_blocks_max(0)128 Image.core.clear_cache()129 def test_units(self):130 Image._apply_env_variables({'PILLOW_BLOCKS_MAX': '2K'})131 self.assertEqual(Image.core.get_blocks_max(), 2*1024)132 Image._apply_env_variables({'PILLOW_BLOCK_SIZE': '2m'})133 self.assertEqual(Image.core.get_block_size(), 2*1024*1024)134 def test_warnings(self):135 self.assert_warning(...
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