File indexing completed on 2025-09-17 09:03:58
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0005 #pragma once
0006
0007 #include <stdexcept>
0008 #include <string>
0009 #include <unordered_map>
0010 #include <unordered_set>
0011 #include <utility>
0012
0013 #include "onnx/defs/function.h"
0014 #include "onnx/defs/schema.h"
0015 #include "onnx/onnx-data_pb.h"
0016 #include "onnx/onnx-operators_pb.h"
0017 #include "onnx/onnx_pb.h"
0018 #include "onnx/string_utils.h"
0019
0020 namespace ONNX_NAMESPACE {
0021 namespace checker {
0022 class ValidationError final : public std::runtime_error {
0023 public:
0024 using std::runtime_error::runtime_error;
0025 const char* what() const noexcept override {
0026 if (!expanded_message_.empty()) {
0027 return expanded_message_.c_str();
0028 }
0029 return std::runtime_error::what();
0030 }
0031 void AppendContext(const std::string& context) {
0032 expanded_message_ = ONNX_NAMESPACE::MakeString(std::runtime_error::what(), "\n\n==> Context: ", context);
0033 }
0034
0035 private:
0036 std::string expanded_message_;
0037 };
0038
0039 #define fail_check(...) \
0040 ONNX_THROW_EX(ONNX_NAMESPACE::checker::ValidationError(ONNX_NAMESPACE::MakeString(__VA_ARGS__)));
0041
0042 class CheckerContext final {
0043 public:
0044 int get_ir_version() const {
0045 return ir_version_;
0046 }
0047 void set_ir_version(int v) {
0048 ir_version_ = v;
0049 }
0050 const std::unordered_map<std::string, int>& get_opset_imports() const {
0051 return opset_imports_;
0052 }
0053 void set_opset_imports(std::unordered_map<std::string, int> imps) {
0054 opset_imports_ = std::move(imps);
0055 }
0056 bool is_main_graph() const {
0057 return is_main_graph_;
0058 }
0059 void set_is_main_graph(bool is_main_graph) {
0060 is_main_graph_ = is_main_graph;
0061 }
0062
0063 void set_schema_registry(const ISchemaRegistry* schema_registry) {
0064 schema_registry_ = schema_registry;
0065 }
0066
0067 const ISchemaRegistry* get_schema_registry() const {
0068 return schema_registry_;
0069 }
0070
0071 void set_model_dir(const std::string& model_dir) {
0072 model_dir_ = model_dir;
0073 }
0074
0075 std::string get_model_dir() const {
0076 return model_dir_;
0077 }
0078
0079 bool skip_opset_compatibility_check() const {
0080 return skip_opset_compatibility_check_;
0081 }
0082
0083 void set_skip_opset_compatibility_check(bool value) {
0084 skip_opset_compatibility_check_ = value;
0085 }
0086
0087 bool check_custom_domain() const {
0088 return check_custom_domain_;
0089 }
0090
0091 void set_check_custom_domain(bool value) {
0092 check_custom_domain_ = value;
0093 }
0094
0095 explicit CheckerContext() : ir_version_(-1) {}
0096
0097 private:
0098 int ir_version_;
0099 std::unordered_map<std::string, int> opset_imports_;
0100 bool is_main_graph_ = true;
0101 const ISchemaRegistry* schema_registry_ = OpSchemaRegistry::Instance();
0102 std::string model_dir_;
0103 bool skip_opset_compatibility_check_ = false;
0104 bool check_custom_domain_ = false;
0105 };
0106
0107 class LexicalScopeContext final {
0108 public:
0109 LexicalScopeContext() = default;
0110
0111
0112
0113
0114
0115
0116
0117 LexicalScopeContext(const LexicalScopeContext& parent_context) : parent_context_{&parent_context} {}
0118 LexicalScopeContext& operator=(const LexicalScopeContext& parent_context) {
0119 parent_context_ = &parent_context;
0120 return *this;
0121 }
0122
0123 void add(const std::string& name) {
0124 output_names.insert(name);
0125 }
0126
0127 bool this_graph_has(const std::string& name) const {
0128 return output_names.find(name) != output_names.cend();
0129 }
0130
0131 bool this_or_ancestor_graph_has(const std::string& name) const {
0132 return this_graph_has(name) || (parent_context_ && parent_context_->this_or_ancestor_graph_has(name));
0133 }
0134
0135
0136
0137 std::unordered_set<std::string> output_names;
0138
0139 private:
0140 const LexicalScopeContext* parent_context_{nullptr};
0141 };
0142
0143 using IR_VERSION_TYPE = decltype(Version::IR_VERSION);
0144 void check_value_info(const ValueInfoProto& value_info, const CheckerContext&);
0145 void check_tensor(const TensorProto& tensor, const CheckerContext&);
0146 void check_sparse_tensor(const SparseTensorProto& sparse_tensor, const CheckerContext&);
0147 void check_sequence(const SequenceProto& sequence, const CheckerContext&);
0148 void check_map(const MapProto& map, const CheckerContext&);
0149 void check_optional(const OptionalProto& opt, const CheckerContext&);
0150 void check_attribute(const AttributeProto& attr, const CheckerContext&, const LexicalScopeContext&);
0151 void check_node(const NodeProto& node, const CheckerContext&, const LexicalScopeContext&);
0152 void check_graph(const GraphProto& graph, const CheckerContext&, const LexicalScopeContext&);
0153 void check_function(const FunctionProto& function, const CheckerContext&, const LexicalScopeContext&);
0154
0155
0156
0157
0158 void check_opset_compatibility(
0159 const NodeProto& node,
0160 const CheckerContext& ctx,
0161 const std::unordered_map<std::string, int>& func_opset_imports,
0162 const std::unordered_map<std::string, int>& model_opset_imports);
0163
0164
0165 void check_model_local_functions(
0166 const ModelProto& model,
0167 const CheckerContext& ctx,
0168 const LexicalScopeContext& parent_lex);
0169
0170 void check_model(
0171 const ModelProto& model,
0172 bool full_check = false,
0173 bool skip_opset_compatibility_check = false,
0174 bool check_custom_domain = false);
0175 void check_model(
0176 const std::string& model_path,
0177 bool full_check = false,
0178 bool skip_opset_compatibility_check = false,
0179 bool check_custom_domain = false);
0180 std::string resolve_external_data_location(
0181 const std::string& base_dir,
0182 const std::string& location,
0183 const std::string& tensor_name);
0184 bool check_is_experimental_op(const NodeProto& node);
0185
0186 }
0187 }