def test_load_symbol_nodes(self, mock_symbol_load, mock_isfile,
mock_json_loads, mock_json_load):
mock_isfile.return_value = True
mock_json_load.return_value = {'nodes': ''}
mock_json_loads.return_value = {'nodes': {'node1': 1}}
mock_symbol_load_obj = MockSymbolLoadObj()
mock_symbol_load.return_value = mock_symbol_load_obj
with patch('mo.front.mxnet.loader.open') as mock_open:
self.assertEqual({'node1': 1},
load_symbol_nodes("model_name", True))
def test_load_symbol_nodes_with_json(self, mock_symbol_load, mock_isfile,
mock_json_loads, mock_json_load):
mock_isfile.return_value = True
#json.load
mock_json_load.return_value = {'nodes': {'node1': 1}}
mock_json_loads.return_value = {'nodes': ''}
mock_symbol_load_obj = MockSymbolLoadObj()
mock_symbol_load.return_value = mock_symbol_load_obj
with patch('mo.front.mxnet.loader.open') as mock_open:
self.assertEqual({'node1': 1},
load_symbol_nodes("model_name",
input_symbol="some-symbol.json",
legacy_mxnet_model=False))
def test_load_symbol_with_custom_nodes(self, mock_symbol_load, mock_isfile,
mock_json_loads, mock_json_load):
mock_isfile.return_value = True
mock_json_load.return_value = {
'nodes': [{
'op': 'custom_op'
}, {
'op': 'custom_op'
}]
}
mock_json_loads.return_value = {'nodes': {'node1': 1}}
mock_symbol_load_obj = MockSymbolLoadObj()
mock_symbol_load.return_value = mock_symbol_load_obj
with patch('mo.front.mxnet.loader.open') as mock_open:
list_nodes = load_symbol_nodes("model_name", False)
self.assertEqual(2, len(list_nodes))
for node in list_nodes:
self.assertEqual({'op': 'custom_op'}, node)