#pragma once #include #include #include #include namespace torch::autograd { struct PyAnomalyMetadata : public AnomalyMetadata { static constexpr const char* ANOMALY_TRACE_KEY = "traceback_"; static constexpr const char* ANOMALY_PARENT_KEY = "parent_"; PyAnomalyMetadata() { pybind11::gil_scoped_acquire gil; // NOLINTNEXTLINE(cppcoreguidelines-prefer-member-initializer) dict_ = PyDict_New(); } ~PyAnomalyMetadata() override { // If python is already dead, leak the wrapped python objects if (Py_IsInitialized()) { pybind11::gil_scoped_acquire gil; Py_DECREF(dict_); } } void store_stack() override; void print_stack(const std::string& current_node_name) override; void assign_parent(const std::shared_ptr& parent_node) override; PyObject* dict() { return dict_; } private: PyObject* dict_{nullptr}; }; void _print_stack( PyObject* trace_stack, const std::string& current_node_name, bool is_parent); } // namespace torch::autograd