restricting modify non_Parameter class members

mindspore/ccsrc/pipeline/parse/parse.cc

@@ -1175,11 +1175,11 @@ void Parser::HandleAssignClassMember(const FunctionBlockPtr &block, const py::ob
   auto filename = location[0].cast<std::string>();
   auto line_no = location[1].cast<int>();
   // Now only support the self.xxx = yyy, where self.xxx must be a defined Parameter type
-  if (!py::hasattr(ast()->obj(), attr_name.c_str())) {
+  if (!py::hasattr(ast()->obj(), common::SafeCStr(attr_name))) {
     MS_EXCEPTION(TypeError) << "'" << var_name << "' should be a Parameter, but not defined, at " << filename << ":"
                             << line_no;
   }
-  auto obj = ast()->obj().attr(attr_name.c_str());
+  auto obj = ast()->obj().attr(common::SafeCStr(attr_name));
   auto obj_type = obj.attr("__class__").attr("__name__");
   if (!py::hasattr(obj, "__parameter__")) {
     MS_EXCEPTION(TypeError) << "'" << var_name << "' should be a Parameter, but got '"
@@ -1205,8 +1205,18 @@ void Parser::HandleAssignSubscript(const FunctionBlockPtr &block, const py::obje
   // getitem apply should return the sequence data structure itself
   std::string var_name = "";
   if (ast_->IsClassMember(value_obj)) {
-    var_name = "self.";
+    std::string attr_name = value_obj.attr("attr").cast<std::string>();
-    (void)var_name.append(value_obj.attr("attr").cast<std::string>());
+    var_name = "self." + attr_name;
+    if (!py::hasattr(ast()->obj(), common::SafeCStr(attr_name))) {
+      MS_EXCEPTION(TypeError) << "'" << var_name << "' was not defined in the class '__init__' function.";
+    }
+    auto obj = ast()->obj().attr(common::SafeCStr(attr_name));
+    auto obj_type = obj.attr("__class__").attr("__name__");
+    if (!py::hasattr(obj, "__parameter__")) {
+      MS_EXCEPTION(TypeError) << "'" << var_name << "' should be a Parameter, but got '"
+                              << py::str(obj).cast<std::string>() << "' with type '"
+                              << py::str(obj_type).cast<std::string>() << "'.";
+    }
   } else {
     var_name = value_obj.attr("id").cast<std::string>();
   }
@@ -1231,7 +1241,7 @@ void Parser::WriteAssignVars(const FunctionBlockPtr &block, const py::object &ta
   }
 }
 
-// process a assign statement , such as a =b,  a,b = tup
+// process a assign statement, such as a =b,  a,b = tup
 FunctionBlockPtr Parser::ParseAssign(const FunctionBlockPtr &block, const py::object &node) {
   MS_LOG(DEBUG) << "Process ast assgin";
   py::object value_object = python_adapter::GetPyObjAttr(node, "value");

tests/ut/python/dtype/test_dictionary.py

@@ -17,6 +17,7 @@
 @Desc   : test_dictionary
 """
 import numpy as np
+import pytest
 
 from mindspore import Tensor, context
 from mindspore.nn import Cell
@@ -89,7 +90,9 @@ def test_dict_set_or_get_item():
             return ret
 
     net = DictNet()
-    assert net() == (88, 99, 4, 5, 6)
+    with pytest.raises(TypeError) as ex:
+        net()
+    assert "'self.dict_' should be a Parameter" in str(ex.value)
 
 
 def test_dict_set_or_get_item_2():
@@ -135,7 +138,9 @@ def test_dict_set_or_get_item_3():
             return self.dict_["x"]
 
     net = DictNet()
-    assert net() == Tensor(np.ones([4, 2, 3], np.float32))
+    with pytest.raises(TypeError) as ex:
+        net()
+    assert "'self.dict_' should be a Parameter" in str(ex.value)
 
 
 def test_dict_set_item():

tests/ut/python/dtype/test_list.py

@@ -15,6 +15,7 @@
 import functools
 import numpy as np
 
+import pytest
 import mindspore.nn as nn
 import mindspore.context as context
 from mindspore import Tensor
@@ -24,6 +25,7 @@ from tests.mindspore_test_framework.mindspore_test import mindspore_test
 from tests.mindspore_test_framework.pipeline.forward.compile_forward \
     import pipeline_for_compile_forward_ge_graph_for_case_by_case_config
 
+context.set_context(mode=context.GRAPH_MODE)
 
 def test_list_equal():
     class Net(nn.Cell):
@@ -109,7 +111,7 @@ def test_list_append():
     assert net(x, y) == y
 
 
-def test_list_append_2():
+def test_class_member_list_append():
     class Net(nn.Cell):
         def __init__(self, z: list):
             super(Net, self).__init__()
@@ -129,7 +131,45 @@ def test_list_append_2():
     y = Tensor(np.zeros([3, 4, 5], np.int32))
     z = [[1, 2], 3]
     net = Net(z)
-    assert net(x, y) == x
+    with pytest.raises(TypeError) as ex:
+        net(x, y)
+    assert "'self.z' should be a Parameter, but got '[[1, 2], 3]' with type 'list'." in str(ex.value)
+
+
+def test_class_member_not_defined():
+    class Net(nn.Cell):
+        def __init__(self, z: list):
+            super(Net, self).__init__()
+            self.z = z
+
+        def construct(self, x, y):
+            self.x[0] = 9
+            return self.x
+
+    z = [[1, 2], 3]
+    net = Net(z)
+    with pytest.raises(TypeError) as ex:
+        net()
+    assert "'self.x' was not defined in the class '__init__' function." in str(ex.value)
+
+
+def test_change_list_element():
+    class Net(nn.Cell):
+        def __init__(self, z: list):
+            super(Net, self).__init__()
+            self.z = z
+
+        def construct(self, x, y):
+            self.z[0] = x
+            return self.z[0]
+
+    x = Tensor(np.ones([6, 8, 10], np.int32))
+    y = Tensor(np.zeros([3, 4, 5], np.int32))
+    z = [[1, 2], 3]
+    net = Net(z)
+    with pytest.raises(TypeError) as ex:
+        net(x, y)
+    assert "'self.z' should be a Parameter, but got '[[1, 2], 3]' with type 'list'." in str(ex.value)
 
 
 class ListOperate(nn.Cell):