コード例 #1
0
 def testInputParserErrorWrongName(self):
   x0 = np.array([[1], [2]])
   x1 = np.array(range(5))
   input_path = os.path.join(test.get_temp_dir(), 'input.npz')
   np.savez(input_path, a=x0, b=x1)
   input_str = 'x=' + input_path + '[c]'
   with self.assertRaises(RuntimeError):
     saved_model_cli.load_inputs_from_input_arg_string(input_str, '', '')
コード例 #2
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 def testInputParserNPZ(self):
   x0 = np.array([[1], [2]])
   input_path = os.path.join(test.get_temp_dir(), 'input.npz')
   np.savez(input_path, a=x0)
   input_str = 'x=' + input_path + '[a],y=' + input_path
   feed_dict = saved_model_cli.load_inputs_from_input_arg_string(input_str)
   self.assertTrue(np.all(feed_dict['x'] == x0))
   self.assertTrue(np.all(feed_dict['y'] == x0))
コード例 #3
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 def testInputParserBothDuplicate(self):
   x0 = np.array([[1], [2]])
   input_path = os.path.join(test.get_temp_dir(), 'input.npz')
   np.savez(input_path, a=x0)
   x1 = np.ones([2, 10])
   input_str = 'x0=' + input_path + '[a]'
   input_expr_str = 'x0=np.ones([2,10])'
   feed_dict = saved_model_cli.load_inputs_from_input_arg_string(
       input_str, input_expr_str, '')
   self.assertTrue(np.all(feed_dict['x0'] == x1))
コード例 #4
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 def testInputParserQuoteAndWhitespace(self):
   x0 = np.array([[1], [2]])
   x1 = np.array(range(6)).reshape(2, 3)
   input0_path = os.path.join(test.get_temp_dir(), 'input0.npy')
   input1_path = os.path.join(test.get_temp_dir(), 'input1.npy')
   np.save(input0_path, x0)
   np.save(input1_path, x1)
   input_str = '"x0=' + input0_path + '[x0] , x1 = ' + input1_path + '"'
   feed_dict = saved_model_cli.load_inputs_from_input_arg_string(input_str)
   self.assertTrue(np.all(feed_dict['x0'] == x0))
   self.assertTrue(np.all(feed_dict['x1'] == x1))
コード例 #5
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 def testInputParserPythonExpression(self):
   x1 = np.ones([2, 10])
   x2 = np.array([[1], [2], [3]])
   x3 = np.mgrid[0:5, 0:5]
   x4 = [[3], [4]]
   input_expr_str = ('x1=np.ones([2,10]);x2=np.array([[1],[2],[3]]);'
                     'x3=np.mgrid[0:5,0:5];x4=[[3],[4]]')
   feed_dict = saved_model_cli.load_inputs_from_input_arg_string(
       '', input_expr_str, '')
   self.assertTrue(np.all(feed_dict['x1'] == x1))
   self.assertTrue(np.all(feed_dict['x2'] == x2))
   self.assertTrue(np.all(feed_dict['x3'] == x3))
   self.assertTrue(np.all(feed_dict['x4'] == x4))
コード例 #6
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 def testInputParserPickle(self):
   pkl0 = {'a': 5, 'b': np.array(range(4))}
   pkl1 = np.array([1])
   pkl2 = np.array([[1], [3]])
   input_path0 = os.path.join(test.get_temp_dir(), 'pickle0.pkl')
   input_path1 = os.path.join(test.get_temp_dir(), 'pickle1.pkl')
   input_path2 = os.path.join(test.get_temp_dir(), 'pickle2.pkl')
   with open(input_path0, 'wb') as f:
     pickle.dump(pkl0, f)
   with open(input_path1, 'wb') as f:
     pickle.dump(pkl1, f)
   with open(input_path2, 'wb') as f:
     pickle.dump(pkl2, f)
   input_str = 'x=' + input_path0 + '[b],y=' + input_path1 + '[c],'
   input_str += 'z=' + input_path2
   feed_dict = saved_model_cli.load_inputs_from_input_arg_string(input_str)
   self.assertTrue(np.all(feed_dict['x'] == pkl0['b']))
   self.assertTrue(np.all(feed_dict['y'] == pkl1))
   self.assertTrue(np.all(feed_dict['z'] == pkl2))
コード例 #7
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 def testInputParserPickle(self):
   pkl0 = {'a': 5, 'b': np.array(range(4))}
   pkl1 = np.array([1])
   pkl2 = np.array([[1], [3]])
   input_path0 = os.path.join(test.get_temp_dir(), 'pickle0.pkl')
   input_path1 = os.path.join(test.get_temp_dir(), 'pickle1.pkl')
   input_path2 = os.path.join(test.get_temp_dir(), 'pickle2.pkl')
   with open(input_path0, 'wb') as f:
     pickle.dump(pkl0, f)
   with open(input_path1, 'wb') as f:
     pickle.dump(pkl1, f)
   with open(input_path2, 'wb') as f:
     pickle.dump(pkl2, f)
   input_str = 'x=' + input_path0 + '[b];y=' + input_path1 + '[c];'
   input_str += 'z=' + input_path2
   feed_dict = saved_model_cli.load_inputs_from_input_arg_string(
       input_str, '', '')
   self.assertTrue(np.all(feed_dict['x'] == pkl0['b']))
   self.assertTrue(np.all(feed_dict['y'] == pkl1))
   self.assertTrue(np.all(feed_dict['z'] == pkl2))