#ifndef C10_UTIL_EXCEPTION_H_ #define C10_UTIL_EXCEPTION_H_ #include "c10/macros/Macros.h" #include "c10/util/StringUtil.h" #include "c10/util/Deprecated.h" #include #include #include #include #include #include #if defined(_MSC_VER) && _MSC_VER <= 1900 #define __func__ __FUNCTION__ #endif namespace c10 { /// The primary ATen error class. /// Provides a complete error message with source location information via /// `what()`, and a more concise message via `what_without_backtrace()`. /// Don't throw this directly; use TORCH_CHECK/TORCH_INTERNAL_ASSERT instead. /// /// NB: c10::Error is handled specially by the default torch to suppress the /// backtrace, see torch/csrc/Exceptions.h class C10_API Error : public std::exception { std::vector msg_stack_; std::string backtrace_; // These two are derived fields from msg_stack_ and backtrace_, but we need // fields for the strings so that we can return a const char* (as the // signature of std::exception requires). std::string msg_; std::string msg_without_backtrace_; // This is a little debugging trick: you can stash a relevant pointer // in caller, and then when you catch the exception, you can compare // against pointers you have on hand to get more information about // where the exception came from. In Caffe2, this is used to figure // out which operator raised an exception. const void* caller_; public: Error( const std::string& msg, const std::string& backtrace, const void* caller = nullptr); Error(SourceLocation source_location, const std::string& msg); Error( const char* file, const uint32_t line, const char* condition, const std::string& msg, const std::string& backtrace, const void* caller = nullptr); void AppendMessage(const std::string& msg); // Compute the full message from msg_ and msg_without_backtrace_ // TODO: Maybe this should be private std::string msg() const; std::string msg_without_backtrace() const; const std::vector& msg_stack() const { return msg_stack_; } /// Returns the complete error message, including the source location. const char* what() const noexcept override { return msg_.c_str(); } const void* caller() const noexcept { return caller_; } /// Returns only the error message string, without source location. const char* what_without_backtrace() const noexcept { return msg_without_backtrace_.c_str(); } }; class C10_API Warning { using handler_t = void (*)(const SourceLocation& source_location, const char* msg); public: /// Issue a warning with a given message. Dispatched to the current /// warning handler. static void warn(SourceLocation source_location, std::string msg); /// Sets the global warning handler. This is not thread-safe, so it should /// generally be called once during initialization. static void set_warning_handler(handler_t handler); /// The default warning handler. Prints the message to stderr. static void print_warning( const SourceLocation& source_location, const char* msg); private: static handler_t warning_handler_; }; // Used in ATen for out-of-bound indices that can reasonably only be detected // lazily inside a kernel (See: advanced indexing). These turn into // IndexError when they cross to Python. class C10_API IndexError : public Error { using Error::Error; }; // A utility function to return an exception std::string by prepending its // exception type before its what() content C10_API std::string GetExceptionString(const std::exception& e); namespace detail { // Return x if it is non-empty; otherwise return y. inline std::string if_empty_then(std::string x, std::string y) { if (x.empty()) { return y; } else { return x; } } } } // namespace c10 // Private helper macro for implementing TORCH_INTERNAL_ASSERT and TORCH_CHECK // // Note: In the debug build With MSVC, __LINE__ might be of long type (a.k.a int32_t), // which is different from the definition of `SourceLocation` that requires // unsigned int (a.k.a uint32_t) and may cause a compile error with the message: // error C2397: conversion from 'long' to 'uint32_t' requires a narrowing conversion // Here the static cast is used to pass the build. // if this is used inside a lambda the __func__ macro expands to operator(), // which isn't very useful, but hard to fix in a macro so suppressing the warning. #define C10_THROW_ERROR(err_type, msg) \ throw ::c10::err_type({__func__, __FILE__, static_cast(__LINE__)}, msg) // Private helper macro for workaround MSVC misexpansion of nested macro // invocations involving __VA_ARGS__. See // https://stackoverflow.com/questions/5134523/msvc-doesnt-expand-va-args-correctly #define C10_EXPAND_MSVC_WORKAROUND(x) x // On nvcc, C10_UNLIKELY thwarts missing return statement analysis. In cases // where the unlikely expression may be a constant, use this macro to ensure // return statement analysis keeps working (at the cost of not getting the // likely/unlikely annotation on nvcc). https://github.com/pytorch/pytorch/issues/21418 // // Currently, this is only used in the error reporting macros below. If you // want to use it more generally, move me to Macros.h // // TODO: Brian Vaughan observed that we might be able to get this to work on nvcc // by writing some sort of C++ overload that distinguishes constexpr inputs // from non-constexpr. Since there isn't any evidence that losing C10_UNLIKELY // in nvcc is causing us perf problems, this is not yet implemented, but this // might be an interesting piece of C++ code for an intrepid bootcamper to // write. #if defined(__CUDACC__) #define C10_UNLIKELY_OR_CONST(e) e #else #define C10_UNLIKELY_OR_CONST(e) C10_UNLIKELY(e) #endif // ---------------------------------------------------------------------------- // Error reporting macros // ---------------------------------------------------------------------------- // A utility macro to provide assert()-like functionality; that is, enforcement // of internal invariants in code. It supports an arbitrary number of extra // arguments (evaluated only on failure), which will be printed in the assert // failure message using operator<< (this is useful to print some variables // which may be useful for debugging.) // // Usage: // TORCH_INTERNAL_ASSERT(should_be_true); // TORCH_INTERNAL_ASSERT(x == 0, "x = ", x); // // Assuming no bugs in PyTorch, the conditions tested by this macro should // always be true; e.g., it should be possible to disable all of these // conditions without changing observable user behavior. If you would like to // do error reporting for user input, please use TORCH_CHECK instead. // // NOTE: It is SAFE to use this macro in production code; on failure, this // simply raises an exception, it does NOT unceremoniously quit the process // (unlike assert()). // #ifdef C10_MOBILE #define TORCH_INTERNAL_ASSERT(cond, ...) \ if (C10_UNLIKELY_OR_CONST(!(cond))) { \ C10_THROW_ERROR(Error, \ #cond " INTERNAL ASSERT FAILED at" \ __FILE__ \ ); \ } #else #define TORCH_INTERNAL_ASSERT(cond, ...) \ if (C10_UNLIKELY_OR_CONST(!(cond))) { \ C10_THROW_ERROR(Error, ::c10::str( \ #cond " INTERNAL ASSERT FAILED at ", \ __FILE__, \ ":", \ __LINE__, \ ", please report a bug to PyTorch. ", \ ::c10::str(__VA_ARGS__) \ )); \ } #endif // A utility macro to make it easier to test for error conditions from user // input. Like TORCH_INTERNAL_ASSERT, it supports an arbitrary number of extra // arguments (evaluated only on failure), which will be printed in the error // message using operator<< (e.g., you can pass any object which has // operator<< defined. Most objects in PyTorch have these definitions!) // // Usage: // TORCH_CHECK(should_be_true); // A default error message will be provided // // in this case; but we recommend writing an // // explicit error message, as it is more // // user friendly. // TORCH_CHECK(x == 0, "Expected x to be 0, but got ", x); // // On failure, this macro will raise an exception. If this exception propagates // to Python, it will convert into a Python RuntimeError. // // NOTE: It is SAFE to use this macro in production code; on failure, this // simply raises an exception, it does NOT unceremoniously quit the process // (unlike CHECK() from glog.) // #ifdef C10_MOBILE #define TORCH_CHECK(cond, ...) \ if (C10_UNLIKELY_OR_CONST(!(cond))) { \ C10_THROW_ERROR(Error, \ #cond " CHECK FAILED at " \ __FILE__ \ ); \ } #else #define TORCH_CHECK(cond, ...) \ if (C10_UNLIKELY_OR_CONST(!(cond))) { \ C10_THROW_ERROR(Error, \ ::c10::detail::if_empty_then( \ ::c10::str(__VA_ARGS__), \ "Expected " #cond " to be true, but got false. " \ "(Could this error message be improved? If so, " \ "please report an enhancement request to PyTorch.)" \ ) \ ); \ } #endif // TODO: We're going to get a lot of similar looking string literals // this way; check if this actually affects binary size. // Like TORCH_CHECK, but raises IndexErrors instead of Errors. #ifdef C10_MOBILE #define TORCH_CHECK_INDEX(cond, ...) \ if (C10_UNLIKELY_OR_CONST(!(cond))) { \ C10_THROW_ERROR(Error, \ #cond " INDEX CHECK FAILED at " \ __FILE__ \ ); \ } #else #define TORCH_CHECK_INDEX(cond, ...) \ if (C10_UNLIKELY_OR_CONST(!(cond))) { \ C10_THROW_ERROR(IndexError, \ ::c10::detail::if_empty_then( \ ::c10::str(__VA_ARGS__), \ "Expected " #cond " to be true, but got false. " \ "(Could this error message be improved? If so, " \ "please report an enhancement request to PyTorch.)" \ ) \ ); \ } #endif // Report a warning to the user. Accepts an arbitrary number of extra // arguments which are concatenated into the warning message using operator<< // #define TORCH_WARN(...) \ ::c10::Warning::warn({__func__, __FILE__, static_cast(__LINE__)}, ::c10::str(__VA_ARGS__)) // Report a warning to the user only once. Accepts an arbitrary number of extra // arguments which are concatenated into the warning message using operator<< // #define TORCH_WARN_ONCE(...) \ C10_UNUSED static const auto C10_ANONYMOUS_VARIABLE(torch_warn_once_) = [&] { \ ::c10::Warning::warn({__func__, __FILE__, static_cast(__LINE__)}, ::c10::str(__VA_ARGS__)); \ return true; \ }() // ---------------------------------------------------------------------------- // Deprecated macros // ---------------------------------------------------------------------------- namespace c10 { namespace detail { /* // Deprecation disabled until we fix sites in our codebase C10_DEPRECATED_MESSAGE("AT_ERROR(msg) is deprecated, use TORCH_CHECK(false, msg) instead.") */ inline void deprecated_AT_ERROR() {} /* // Deprecation disabled until we fix sites in our codebase C10_DEPRECATED_MESSAGE("AT_INDEX_ERROR(msg) is deprecated, use TORCH_CHECK_INDEX(false, msg) instead.") */ inline void deprecated_AT_INDEX_ERROR() {} /* // Deprecation disabled until we fix sites in our codebase C10_DEPRECATED_MESSAGE("AT_WARN is deprecated, use TORCH_WARN instead.") */ inline void deprecated_AT_WARN() {} C10_DEPRECATED_MESSAGE("AT_CHECK is deprecated, use TORCH_CHECK instead.") inline void deprecated_AT_CHECK() {} /* // Deprecation disabled until we fix sites in our codebase C10_DEPRECATED_MESSAGE("AT_ASSERT is deprecated, if you mean to indicate an internal invariant failure, use " \ "TORCH_INTERNAL_ASSERT instead; if you mean to do user error checking, use " \ "TORCH_CHECK. See https://github.com/pytorch/pytorch/issues/20287 for more details.") */ inline void deprecated_AT_ASSERT() {} /* // Deprecation disabled until we fix sites in our codebase C10_DEPRECATED_MESSAGE("AT_ASSERTM is deprecated, if you mean to indicate an internal invariant failure, use " \ "TORCH_INTERNAL_ASSERT instead; if you mean to do user error checking, use " \ "TORCH_CHECK. See https://github.com/pytorch/pytorch/issues/20287 for more details.") */ inline void deprecated_AT_ASSERTM() {} }} // namespace c10::detail // Deprecated alias; this alias was deprecated because it wasn't clear to // people that you should use a macro with AT_ prefix inside the torch/csrc // directory. Use TORCH_CHECK instead. #define AT_CHECK(...) \ do { \ ::c10::detail::deprecated_AT_CHECK(); \ C10_EXPAND_MSVC_WORKAROUND(TORCH_CHECK(__VA_ARGS__)); \ } while (false) // Deprecated alias; this alias was deprecated because people kept mistakenly // using it for user error checking. Use TORCH_INTERNAL_ASSERT or TORCH_CHECK // instead. See https://github.com/pytorch/pytorch/issues/20287 for more details. #define AT_ASSERT(...) \ do { \ ::c10::detail::deprecated_AT_ASSERT(); \ C10_EXPAND_MSVC_WORKAROUND(TORCH_INTERNAL_ASSERT(__VA_ARGS__)); \ } while (false) // Deprecated alias, like AT_ASSERT. The new TORCH_INTERNAL_ASSERT macro supports // both 0-ary and variadic calls, so having a separate message-accepting macro // is not necessary. // // NB: we MUST include cond explicitly here, as MSVC will miscompile the macro // expansion, shunting all of __VA_ARGS__ to cond. An alternate workaround // can be seen at // https://stackoverflow.com/questions/5134523/msvc-doesnt-expand-va-args-correctly #define AT_ASSERTM(cond, ...) \ do { \ ::c10::detail::deprecated_AT_ASSERTM(); \ C10_EXPAND_MSVC_WORKAROUND(TORCH_INTERNAL_ASSERT(cond, __VA_ARGS__)); \ } while (false) // Deprecated alias; this alias was deprecated because it represents extra API // surface that makes it hard for people to understand what macro to use. // Use TORCH_CHECK(false, ...) or TORCH_INTERNAL_ASSERT(false, ...) to // unconditionally fail at a line of code. #define AT_ERROR(...) \ do { \ ::c10::detail::deprecated_AT_ERROR(); \ C10_EXPAND_MSVC_WORKAROUND(TORCH_CHECK(false, ::c10::str(__VA_ARGS__))); \ } while (false) // Deprecated alias; this alias was deprecated for consistency with TORCH_CHECK. #define AT_INDEX_ERROR(...) \ do { \ ::c10::detail::deprecated_AT_INDEX_ERROR(); \ C10_EXPAND_MSVC_WORKAROUND(TORCH_CHECK_INDEX(false, ::c10::str(__VA_ARGS__))); \ } while (false) // Deprecated alias; this alias was deprecated because it wasn't clear to // people that you should use a macro with AT_ prefix inside the torch/csrc // directory. Use TORCH_WARN instead. #define AT_WARN(...) \ do { \ ::c10::detail::deprecated_AT_WARN(); \ C10_EXPAND_MSVC_WORKAROUND(TORCH_WARN(__VA_ARGS__)); \ } while (false) #endif // C10_UTIL_EXCEPTION_H_