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| // Copyright (c) ONNX Project Contributors | |
| // | |
| // SPDX-License-Identifier: Apache-2.0 | |
| namespace ONNX_NAMESPACE { | |
| namespace checker { | |
| // std::string member means copy may throw when allocation fails | |
| // NOLINTNEXTLINE(bugprone-exception-copy-constructor-throws) | |
| class ValidationError final : public std::runtime_error { | |
| public: | |
| using std::runtime_error::runtime_error; | |
| const char* what() const noexcept override { | |
| if (!expanded_message_.empty()) { | |
| return expanded_message_.c_str(); | |
| } | |
| return std::runtime_error::what(); | |
| } | |
| void AppendContext(const std::string& context) { | |
| expanded_message_ = ONNX_NAMESPACE::MakeString(std::runtime_error::what(), "\n\n==> Context: ", context); | |
| } | |
| private: | |
| std::string expanded_message_; | |
| }; | |
| class CheckerContext final { | |
| public: | |
| int get_ir_version() const { | |
| return ir_version_; | |
| } | |
| void set_ir_version(int v) { | |
| ir_version_ = v; | |
| } | |
| const std::unordered_map<std::string, int>& get_opset_imports() const { | |
| return opset_imports_; | |
| } | |
| void set_opset_imports(std::unordered_map<std::string, int> imps) { | |
| opset_imports_ = std::move(imps); | |
| } | |
| bool is_main_graph() const { | |
| return is_main_graph_; | |
| } | |
| void set_is_main_graph(bool is_main_graph) { | |
| is_main_graph_ = is_main_graph; | |
| } | |
| void set_schema_registry(const ISchemaRegistry* schema_registry) { | |
| schema_registry_ = schema_registry; | |
| } | |
| const ISchemaRegistry* get_schema_registry() const { | |
| return schema_registry_; | |
| } | |
| void set_model_dir(const std::string& model_dir) { | |
| model_dir_ = model_dir; | |
| } | |
| std::string get_model_dir() const { | |
| return model_dir_; | |
| } | |
| bool skip_opset_compatibility_check() const { | |
| return skip_opset_compatibility_check_; | |
| } | |
| void set_skip_opset_compatibility_check(bool value) { | |
| skip_opset_compatibility_check_ = value; | |
| } | |
| bool check_custom_domain() const { | |
| return check_custom_domain_; | |
| } | |
| void set_check_custom_domain(bool value) { | |
| check_custom_domain_ = value; | |
| } | |
| explicit CheckerContext() = default; | |
| private: | |
| int ir_version_{-1}; | |
| std::unordered_map<std::string, int> opset_imports_; | |
| bool is_main_graph_ = true; | |
| const ISchemaRegistry* schema_registry_ = OpSchemaRegistry::Instance(); | |
| std::string model_dir_; | |
| bool skip_opset_compatibility_check_ = false; | |
| bool check_custom_domain_ = false; | |
| }; | |
| class LexicalScopeContext final { | |
| public: | |
| LexicalScopeContext() = default; | |
| ~LexicalScopeContext() = default; | |
| // Construct an instance with the lexical scope from the parent graph to allow | |
| // lookup of names from that scope via this_or_ancestor_graph_has. | |
| // The caller must ensure parent_context remains valid for the entire lifetime | |
| // of the new instance. Alternatively, if that cannot be guaranteed, create an | |
| // instance with the default constructor and populate output_names with the | |
| // values from the parent scope so the values are copied instead. | |
| LexicalScopeContext(const LexicalScopeContext& parent_context) : parent_context_{&parent_context} {} | |
| LexicalScopeContext& operator=(const LexicalScopeContext& parent_context) { | |
| if (this == &parent_context) { | |
| return *this; | |
| } | |
| parent_context_ = &parent_context; | |
| return *this; | |
| } | |
| LexicalScopeContext(LexicalScopeContext&&) = delete; | |
| LexicalScopeContext& operator=(LexicalScopeContext&&) = delete; | |
| void add(const std::string& name) { | |
| output_names.insert(name); | |
| } | |
| bool this_graph_has(const std::string& name) const { | |
| return output_names.count(name) > 0; | |
| } | |
| bool this_or_ancestor_graph_has(const std::string& name) const { | |
| return this_graph_has(name) || (parent_context_ && parent_context_->this_or_ancestor_graph_has(name)); | |
| } | |
| // public for backwards compatibility. please prefer the public interface of | |
| // this class over directly changing output_names | |
| std::unordered_set<std::string> output_names; | |
| private: | |
| const LexicalScopeContext* parent_context_{nullptr}; | |
| }; | |
| using IR_VERSION_TYPE = decltype(Version::IR_VERSION); | |
| void check_value_info(const ValueInfoProto& value_info, const CheckerContext& /*ctx*/); | |
| void check_tensor(const TensorProto& tensor, const CheckerContext& /*ctx*/); | |
| void check_sparse_tensor(const SparseTensorProto& sparse_tensor, const CheckerContext& /*ctx*/); | |
| void check_sequence(const SequenceProto& sequence, const CheckerContext& /*ctx*/); | |
| void check_map(const MapProto& map, const CheckerContext& /*ctx*/); | |
| void check_optional(const OptionalProto& opt, const CheckerContext& /*ctx*/); | |
| void check_attribute(const AttributeProto& attr, const CheckerContext& /*ctx*/, const LexicalScopeContext& /*lex_ctx*/); | |
| void check_node(const NodeProto& node, const CheckerContext& /*ctx*/, const LexicalScopeContext& /*lex_ctx*/); | |
| void check_graph(const GraphProto& graph, const CheckerContext& /*ctx*/, const LexicalScopeContext& /*parent_lex*/); | |
| void check_function( | |
| const FunctionProto& function, | |
| const CheckerContext& /*ctx*/, | |
| const LexicalScopeContext& /*parent_lex*/); | |
| // Check schema compatibility for 2 opset versions for a given node. | |
| // Checks whether the schema for 2 versions is same, this is true when the opschema | |
| // does not change between versions. | |
| ONNX_API void check_opset_compatibility( | |
| const NodeProto& node, | |
| const CheckerContext& ctx, | |
| const std::unordered_map<std::string, int>& func_opset_imports, | |
| const std::unordered_map<std::string, int>& model_opset_imports); | |
| // Checks all model local functions present in ModelProto | |
| ONNX_API void | |
| check_model_local_functions(const ModelProto& model, const CheckerContext& ctx, const LexicalScopeContext& parent_lex); | |
| // Checks for cycles in model-local function call graph. | |
| // Throws ValidationError if any function directly or indirectly references itself. | |
| ONNX_API void check_function_call_cycles(const ModelProto& model); | |
| ONNX_API void check_model( | |
| const ModelProto& model, | |
| bool full_check = false, | |
| bool skip_opset_compatibility_check = false, | |
| bool check_custom_domain = false); | |
| ONNX_API void check_model( | |
| const std::string& model_path, | |
| bool full_check = false, | |
| bool skip_opset_compatibility_check = false, | |
| bool check_custom_domain = false); | |
| std::filesystem::path resolve_external_data_location( | |
| const std::string& base_dir, | |
| const std::string& location, | |
| const std::string& tensor_name); | |
| // Returns a CRT file descriptor on all platforms. | |
| // The caller owns the fd and must close it. | |
| int64_t open_external_data( | |
| const std::string& base_dir, | |
| const std::string& location, | |
| const std::string& tensor_name, | |
| bool read_only); | |
| ONNX_API bool check_is_experimental_op(const NodeProto& node); | |
| } // namespace checker | |
| } // namespace ONNX_NAMESPACE | |