92 lines
3.9 KiB
Python
92 lines
3.9 KiB
Python
"""
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Copyright (C) 2018-2020 Intel Corporation
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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"""
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import unittest
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from unittest.mock import patch
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from mo.front.mxnet.loader import load_symbol_nodes, parse_input_model
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class MockSymbolLoadObj():
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def tojson(self):
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pass
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class TestLoader(unittest.TestCase):
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@patch('json.load')
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@patch('json.loads')
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@patch('os.path.isfile')
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@patch('mxnet.symbol.load')
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def test_load_symbol_nodes(self, mock_symbol_load, mock_isfile, mock_json_loads, mock_json_load):
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mock_isfile.return_value = True
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mock_json_load.return_value = {'nodes': ''}
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mock_json_loads.return_value = {'nodes': {'node1': 1}}
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mock_symbol_load_obj = MockSymbolLoadObj()
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mock_symbol_load.return_value = mock_symbol_load_obj
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with patch('mo.front.mxnet.loader.open') as mock_open:
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self.assertEqual({'node1': 1}, load_symbol_nodes("model_name", legacy_mxnet_model=True))
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@patch('json.load')
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@patch('json.loads')
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@patch('os.path.isfile')
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@patch('mxnet.symbol.load')
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def test_load_symbol_with_custom_nodes(self, mock_symbol_load, mock_isfile, mock_json_loads, mock_json_load):
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mock_isfile.return_value = True
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mock_json_load.return_value = {'nodes': [{'op': 'custom_op'}, {'op': 'custom_op'}]}
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mock_json_loads.return_value = {'nodes': {'node1': 1}}
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mock_symbol_load_obj = MockSymbolLoadObj()
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mock_symbol_load.return_value = mock_symbol_load_obj
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with patch('mo.front.mxnet.loader.open') as mock_open:
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list_nodes = load_symbol_nodes("model_name", legacy_mxnet_model=False)
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self.assertEqual(2, len(list_nodes))
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for node in list_nodes:
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self.assertEqual({'op': 'custom_op'}, node)
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def test_parse_input_model(self):
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input_model = '/model-optimizer-mxnet/data/nd/vgg19-0015.params'
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model_name, iteration_number = parse_input_model(input_model)
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self.assertEqual(model_name, '/model-optimizer-mxnet/data/nd/vgg19')
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self.assertEqual(iteration_number, 15)
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@patch('json.load')
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@patch('json.loads')
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@patch('os.path.isfile')
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@patch('mxnet.symbol.load')
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def test_load_symbol_nodes_with_json_and_lagacy_mode(self, mock_symbol_load, mock_isfile, mock_json_loads, mock_json_load):
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mock_isfile.return_value = True
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mock_json_load.return_value = {'nodes': ''}
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mock_json_loads.return_value = {'nodes': {'node1': 1}}
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mock_symbol_load_obj = MockSymbolLoadObj()
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mock_symbol_load.return_value = mock_symbol_load_obj
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with patch('mo.front.mxnet.loader.open') as mock_open:
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self.assertEqual({'node1': 1}, load_symbol_nodes("model_name", input_symbol="some-symbol.json", legacy_mxnet_model=True))
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@patch('json.load')
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@patch('json.loads')
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@patch('os.path.isfile')
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@patch('mxnet.symbol.load')
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def test_load_symbol_nodes_with_json(self, mock_symbol_load, mock_isfile, mock_json_loads, mock_json_load):
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mock_isfile.return_value = True
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#json.load
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mock_json_load.return_value = {'nodes': {'node1': 1}}
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mock_json_loads.return_value = {'nodes': ''}
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mock_symbol_load_obj = MockSymbolLoadObj()
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mock_symbol_load.return_value = mock_symbol_load_obj
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with patch('mo.front.mxnet.loader.open') as mock_open:
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self.assertEqual({'node1': 1}, load_symbol_nodes("model_name", input_symbol="some-symbol.json", legacy_mxnet_model=False))
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