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gcc backend (initial pass) via libgccjit - #239

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SamuelMarks wants to merge 4 commits into
edgcpp:mainfrom
SamuelMarks:gcc_backend

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@SamuelMarks

@SamuelMarks SamuelMarks commented Oct 7, 2026 •

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NOTE: this is not intended to be merged; just trying to start a conversation…


PR: Native GCC (libgccjit) Backend (gcc_gen_be) with Modular Subsystems & Universal Error Percolation

Overview

This pull request introduces a native, direct code-generation backend into the Edison Design Group (EDG) C++ front end (cpfe) powered by libgccjit (gcc_gen_be).

Historically, EDG lowers its Intermediate Language (IL) into C or C++ source code (c_gen_be, cp_gen_be) or delegates IL structures to proprietary code generators. This PR establishes a direct lowering pipeline from EDG's lowered Intermediate Language directly to libgccjit IR. This enables cpfe to directly emit machine code artifacts—including object files (.o), assembly listings (.s), dynamic shared libraries (.so, .dylib, .dll), and executables—without requiring secondary textual compiler invocations.

Across the commits comprising this branch, the backend is architected into 10 decoupled, testable subsystems with comprehensive CLI options, full CMake/CTest/CPack integration, dynamic loader support across POSIX and Windows, robust coverage verification tooling, and strict error code percolation with universal noexcept guarantees.


Commit History & Branch Evolution

The branch consists of three cohesive, sequential commits:

  1. cc0d088356 GCC [libgccjit] backend (initial pass):
    • Established the baseline gcc_gen_be architecture, hooking into src/cfe.c, src/cmd_line.[ch], and src/host_envir.h.
    • Introduced CMake detection via cmake/FindLibGCCJIT.cmake and cross-platform CPack packaging.
    • Implemented initial end-to-end IL lowering across scalar/aggregate types, declarations, control flow (conditionals, loops, switch tables, inline assembly), and expression trees.
  2. 533a5b95ac Modularize GCC backend into dedicated subsystems and expand CLI options:
    • Decomposed the monolithic implementation into 10 dedicated compilation units (gcc_gen_be_*.c and matching headers).
    • Introduced centralized error handling (gcc_gen_be_error.h) with typed error codes (gcc_gen_be_error_t), error stringification, and GCC_GEN_BE_NODISCARD / GCC_GEN_BE_CHECK error propagation macros.
    • Expanded driver CLI options in src/cmd_line.[ch] for backend optimization levels (-O0 through -O3, -Os, -Ofast), debug generation (-g), position-independent code (-fPIC, -fPIE), and JIT intermediate representation dumping (--fdump-tree-all, --fdump-tree-gimple).
    • Expanded the test suite under tests/gcc_be/ with targeted test suites and modernized check_coverage.py to evaluate line and branch coverage across all backend compilation units.
  3. 516331dafa Enforce universal error codes, percolation, and noexcept across GCC backend:
    • Enforced strict error handling invariants and non-discardable return codes across all backend APIs:
      • Folded GCC_GEN_BE_NODISCARD directly into the typedef enum GCC_GEN_BE_NODISCARD { ... } gcc_gen_be_error_t; definition to guarantee compiler-enforced return value verification across all translation units.
      • Defined GCC_GEN_BE_NOEXCEPT macro (noexcept when compiled in C++ mode) and annotated all backend function declarations and definitions.
      • Converted all computed values and JIT references to pointer out-parameters (**out_ctx, **out_block, **out_lval, **out_rval, **out_type, etc.), making gcc_gen_be_error_t the universal return type across the entire backend.
      • Refactored gcc_gen_be_error_string() to populate a const char **out_str out-parameter and return gcc_gen_be_error_t.
      • Added GCC_GEN_BE_ERROR_COMPILATION_FAILED to distinguish JIT compilation errors from internal compiler faults.
      • Converted driver entry points gcc_gen_be() and back_end() to return gcc_gen_be_error_t.
      • Strictly percolated all fallible operations (cache lookups/inserts/clears, type lowering, expression lowering, location queries, memory allocations) via GCC_GEN_BE_CHECK(), eliminating silent fallbacks and ignored return values.
      • Ensured zero C++ exceptions (throw, try, catch) within the backend implementation.

Architectural Highlights

1. Decoupled Subsystem Architecture

The backend is cleanly partitioned into 10 dedicated subsystems under src/:

src/
├── gcc_gen_be_error.[ch]       # Status codes, nodiscard enums, noexcept, error strings
├── gcc_gen_be_context.[ch]     # Context lifecycle, control stacks, driver options
├── gcc_gen_be_cache.[ch]       # Hash-map memoization for AST -> JIT objects
├── gcc_gen_be_lib_loader.[ch]  # Dynamic library loader (POSIX dlopen & Windows Win32)
├── gcc_gen_be_location.[ch]    # Source position mapping to gcc_jit_location*
├── gcc_gen_be_type.[ch]        # Type system lowering (scalars, aggregates, funcs)
├── gcc_gen_be_decl.[ch]        # Declarations, globals, locals, params, linkage
├── gcc_gen_be_expr.[ch]        # Expression lowering (rvalues, lvalues, ops, calls)
├── gcc_gen_be_stmt.[ch]        # Statement lowering, CFG blocks, branches, asm
└── gcc_gen_be_main.[ch]        # Driver entry points (gcc_gen_be, back_end)
Subsystem Header / Source Key Responsibilities
Error Handling gcc_gen_be_error.[ch] Defines gcc_gen_be_error_t status codes, GCC_GEN_BE_NODISCARD attribute, GCC_GEN_BE_CHECK macro, and gcc_gen_be_error_string().
Context & State gcc_gen_be_context.[ch] Manages JIT context lifecycle (gcc_gen_be_init, gcc_gen_be_cleanup), active blocks, break/continue/switch exit stacks, cleanup stacks, and driver options.
Memoization & Cache gcc_gen_be_cache.[ch] Fast hash-map memoization structures mapping EDG AST pointers (a_type_ptr, a_variable_ptr, a_routine_ptr, a_label_ptr, a_field_ptr) to JIT equivalents.
Dynamic Library Loader gcc_gen_be_lib_loader.[ch] Cross-platform runtime loader handling dynamic symbol resolution (dlopen on POSIX, LoadLibraryA/GetProcAddress on Windows with function wrappers) to avoid hard link dependencies where appropriate.
Location Tracking gcc_gen_be_location.[ch] Translates EDG sequence numbers (conv_seq_to_file_and_line) from expressions and statements into gcc_jit_location* records for debug info and diagnostics.
Type Lowering gcc_gen_be_type.[ch] Translates scalar types, pointers, arrays, aggregate structs/classes/unions (with cycle detection via opaque forward declarations), bitfields, and routine signatures.
Declaration Lowering gcc_gen_be_decl.[ch] Lowers global variables, local variables, parameters, linkage classification (INTERNAL, EXPORTED, IMPORTED), dynamic static initializers (__edg_global_init).
Expression Lowering gcc_gen_be_expr.[ch] Lowers expressions to gcc_jit_rvalue* and gcc_jit_lvalue*: constants, arithmetic/bitwise/logical operations, comparisons, casts, assignments, calls, and builtins.
Statement & CFG Lowering gcc_gen_be_stmt.[ch] Builds basic blocks and control-flow graphs for blocks, expressions, conditionals (if, constexpr if, if consteval), multi-way switch tables, loops (while, do-while, for), gotos, and extended inline asm.
Main Driver gcc_gen_be_main.[ch] Orchestrates the top-level backend entry point (gcc_gen_be(), back_end()), visits the primary scope, compiles to target files, and handles backend error reporting.

2. Strict Error Handling & Percolation Model

To ensure industrial robustness and satisfy zero-exception runtime mandates:

  1. Inherited Nodiscard on Error Enum:
    GCC_GEN_BE_NODISCARD is attached directly to the gcc_gen_be_error_t definition:
    typedef enum GCC_GEN_BE_NODISCARD {
        GCC_GEN_BE_SUCCESS = 0,
        GCC_GEN_BE_ERROR_OOM,
        GCC_GEN_BE_ERROR_UNSUPPORTED,
        GCC_GEN_BE_ERROR_LIBGCCJIT_LOAD_FAILED,
        GCC_GEN_BE_ERROR_LIBGCCJIT_SYMBOL_MISSING,
        GCC_GEN_BE_ERROR_INVALID_ARGUMENT,
        GCC_GEN_BE_ERROR_INTERNAL,
        GCC_GEN_BE_ERROR_UNHANDLED_TYPE,
        GCC_GEN_BE_ERROR_UNHANDLED_EXPR,
        GCC_GEN_BE_ERROR_UNHANDLED_STMT,
        GCC_GEN_BE_ERROR_UNHANDLED_DECL,
        GCC_GEN_BE_ERROR_NULL_POINTER,
        GCC_GEN_BE_ERROR_TYPE_MISMATCH,
        GCC_GEN_BE_ERROR_EH_FAILURE,
        GCC_GEN_BE_ERROR_COMPILATION_FAILED
    } gcc_gen_be_error_t;
    Any call to a function returning gcc_gen_be_error_t triggers a compile error if the return value is not captured or verified.
  2. Universal Out-Parameters:
    All backend functions return gcc_gen_be_error_t. Computed handles (gcc_jit_context*, gcc_jit_block*, gcc_jit_type*, gcc_jit_lvalue*, gcc_jit_rvalue*, gcc_jit_function*, gcc_jit_location*) are returned exclusively through validated out-parameters.
  3. Strict Error Percolation:
    The GCC_GEN_BE_CHECK(expr) macro immediately returns any non-success error code up the call stack:
    #define GCC_GEN_BE_CHECK(expr) 
        do { 
            gcc_gen_be_error_t _err = (expr); 
            if (_err != GCC_GEN_BE_SUCCESS) { 
                return _err; 
            } 
        } while (0)
    No errors are swallowed, no (void) casts are used to discard returns, and all fallback paths cleanly return descriptive error codes.
  4. Universal noexcept Annotation:
    All backend functions are decorated with GCC_GEN_BE_NOEXCEPT (resolving to noexcept in C++), guaranteeing zero exception overhead and compile-time exception specification conformance.

3. Frontend Integration & CLI Switches

  • Minimal Core Footprint: Core EDG files (src/cfe.c, src/cmd_line.[ch], src/host_envir.h) guard backend hooks behind #if BACK_END_IS_GCC_GEN_BE, keeping modifications to existing code minimal.
  • Output Target Selection: The -o command-line option sets gcc_be_output_file_name. The backend inspects the file extension to determine the artifact kind:
    • .o: GCC_JIT_OUTPUT_KIND_OBJECT_FILE
    • .s: GCC_JIT_OUTPUT_KIND_ASSEMBLER
    • .so / .dylib / .dll: GCC_JIT_OUTPUT_KIND_DYNAMIC_LIBRARY
    • executable binary otherwise.
  • Optimization & Debug Flags: Added CLI option descriptors in src/cmd_line.c and flags in src/cmd_line.h:
    • Optimization levels: --O0, --O1, --O2, --O3, --Os, --Ofast
    • Debugging: -g
    • Code generation flags: -fPIC, -fPIE
    • IR Dumps: --fdump-tree-all (GCC_JIT_BOOL_OPTION_DUMP_INITIAL_TREE), --fdump-tree-gimple (GCC_JIT_BOOL_OPTION_DUMP_GIMPLE)

4. Build, Packaging & Platform Support

  • cmake/FindLibGCCJIT.cmake:
    • Probes system directories across Linux (multiarch paths /usr/lib/x86_64-linux-gnu, /usr/lib/aarch64-linux-gnu), macOS (Homebrew /opt/homebrew, MacPorts /opt/local), FreeBSD (/usr/local), and Windows (MinGW-w64, MSYS2).
    • Creates imported target LibGCCJIT::LibGCCJIT.
    • Probes header libgccjit.h for feature availability macros (LIBGCCJIT_HAVE_gcc_jit_context_add_command_line_option, LIBGCCJIT_HAVE_gcc_jit_context_add_driver_option, LIBGCCJIT_HAVE_gcc_jit_context_new_bitcast, LIBGCCJIT_HAVE_gcc_jit_context_new_rvalue_from_vector, LIBGCCJIT_HAVE_gcc_jit_version).
  • Dynamic Loader Support:
    • Windows: Fully implements dynamic loading via LoadLibraryA("libgccjit.dll") and GetProcAddress, binding 50+ JIT function pointers with type-safe wrapper macros.
    • POSIX: Supports both runtime linking and dynamic loading.
  • Cross-Platform RPATH & Linking:
    • Automatically sets CMAKE_INSTALL_RPATH to $ORIGIN/../lib on Linux and FreeBSD, and @executable_path/../lib;@rpath on macOS.
    • Configures /DELAYLOAD:libgccjit.dll for MSVC builds.
  • Multi-Platform CPack Packaging:
    • Linux Debian / Ubuntu: .deb package with package dependency on libgccjit0 (>= 10.0.0) | libgccjit-10-dev | libgccjit-11-dev | libgccjit-12-dev | libgccjit-13-dev | libgccjit-14-dev.
    • Linux Red Hat / Fedora: .rpm package with libgccjit requirement.
    • FreeBSD: .txz package configured under category devel.
    • macOS: .dmg (DragNDrop) and .tar.gz packages.
    • Windows: .zip and .msi (WiX) installer packages.

5. Verification, CTest & Coverage Tooling

  • CTest Integration: Registered test fixtures under tests/gcc_be/CMakeLists.txt executing the compiler with --gcc_gen_be across 12 targeted fixtures:
    • test_scalars.c: Fundamental scalar types (void, bool, signed/unsigned int8..128, float, double, long double).
    • test_types.c: Pointers, multi-dimensional arrays, VLAs, function pointers, qualifiers.
    • test_expr_ops.c: Unary, binary, relational, bitwise, shift, assignment, and comma operators.
    • test_short_circuit.c: Short-circuit boolean && and || control flow lowering.
    • test_control_flow.c: Loops (while, do-while, for), if/else, switch/case/default, goto, labels.
    • test_functions.c: Function declarations, parameters, direct calls, indirect calls, variadics.
    • test_aggregates.c: Structs, unions, bitfields, anonymous aggregates, recursive/self-referential structs.
    • test_cpp_classes.cpp: C++ classes, member methods, constructors, destructors, this pointer adjustments.
    • test_virtual.cpp: Virtual method dispatch, virtual function tables (vptr/vtbl).
    • test_eh.cpp: C++ exception handling (try, catch, throw).
    • test_inline_asm.c: Basic and extended inline assembly with operands, constraints, and clobbers.
    • test_edge_cases.c: Fallback paths, defensive branches, null checks, and error logging branches.
  • Automated Coverage Enforcement:
    • Source instrumentation with -fprofile-arcs -ftest-coverage / --coverage.
    • Coverage verification script tests/gcc_be/check_coverage.py parsing gcov branch and line statistics across all gcc_gen_be_*.c compilation units to enforce coverage metrics.

Detailed File-by-File Audit

File Status Lines Changed Description
CMakeLists.txt Modified +39 Adds cmake/ to module path; defines EDG_ENABLE_GCC_BACKEND option; enables testing (CTest); includes tests/gcc_be; configures multi-platform CPack packaging.
cmake/FindLibGCCJIT.cmake Added +68 Locates libgccjit headers and libraries across platforms; defines LibGCCJIT::LibGCCJIT target; checks feature availability macros.
src/CMakeLists.txt Modified +49 Conditionally compiles all gcc_gen_be_*.c units; defines BACK_END_IS_GCC_GEN_BE=1; links LibGCCJIT::LibGCCJIT; configures platform RPATHs, MSVC delay load, and coverage flags.
src/cfe.c Modified +9, -2 Adds conditional includes for backend headers; triggers gcc_gen_be_early_init() in cfe_main.
src/cmd_line.c Modified +35 Registers option descriptions and command-line parsing for -O0..-O3, -Os, -Ofast, -g, -fPIC, -fPIE, dump flags, and output file capturing.
src/cmd_line.h Modified +27, -5 Declares option kind enums and thread-local configuration variables (gcc_be_output_file_name, gcc_be_opt_level, gcc_be_debug_info, gcc_be_fPIC, etc.).
src/host_envir.h Modified +17, -3 Defines default BACK_END_IS_GCC_GEN_BE 0; clears BACK_END_IS_C_GEN_BE when enabled; validates DO_IL_LOWERING requirement.
src/gcc_gen_be_error.h Added +127 Defines gcc_gen_be_error_t with GCC_GEN_BE_NODISCARD, GCC_GEN_BE_NOEXCEPT, GCC_GEN_BE_CHECK(expr), and gcc_gen_be_error_string().
src/gcc_gen_be_error.c Added +80 Implements error stringification with null safety and bounds checking.
src/gcc_gen_be_context.h Added +148 Declares context getters/setters with out-parameters, gcc_gen_be_context_t structure, and lifecycle functions.
src/gcc_gen_be_context.c Added +177 Implements context lifecycle, dynamic control stack reallocation, and CLI option application.
src/gcc_gen_be_cache.h Added +86 Declares hash-map cache types and lookup/insert/clear functions with noexcept and error codes.
src/gcc_gen_be_cache.c Added +111 Implements chained hash table memoization with OOM protection.
src/gcc_gen_be_lib_loader.h Added +163 Declares dynamic loader APIs and function pointer typedefs/wrappers for Windows.
src/gcc_gen_be_lib_loader.c Added +192 Implements Windows LoadLibraryA/GetProcAddress dynamic resolution and POSIX loader hooks.
src/gcc_gen_be_location.h Added +58 Declares source position and AST node location translation functions.
src/gcc_gen_be_location.c Added +92 Maps EDG sequence numbers to gcc_jit_location*.
src/gcc_gen_be_type.h Added +40 Declares gcc_gen_be_lower_type() with noexcept and pointer out-parameter.
src/gcc_gen_be_type.c Added +294 Implements exhaustive lowering for scalars, enums, pointers, arrays, structs, bitfields, unions, and function types with cycle detection.
src/gcc_gen_be_decl.h Added +58 Declares variable and routine declaration lowering, and global ctor block getter.
src/gcc_gen_be_decl.c Added +278 Lowers globals, locals, parameters, linkages, static initializers, and dynamic initializers into __edg_global_init.
src/gcc_gen_be_expr.h Added +50 Declares gcc_gen_be_lower_expr_lvalue() and gcc_gen_be_lower_expr_rvalue().
src/gcc_gen_be_expr.c Added +698 Lowers expressions: literals, unary/binary ops, comparisons, short-circuit logic, assignments, member accesses, calls, casts, and builtins.
src/gcc_gen_be_stmt.h Added +61 Declares statement lowering, label blocks, and switch case blocks.
src/gcc_gen_be_stmt.c Added +598 Lowers statements: blocks, conditionals, switch tables, while/do-while/for loops, gotos, returns, and inline assembly.
src/gcc_gen_be_main.h Added +44 Declares backend entry points gcc_gen_be() and back_end() returning gcc_gen_be_error_t.
src/gcc_gen_be_main.c Added +155 Implements driver entry point, top-level AST traversal, file output generation, and diagnostic reporting.
tests/gcc_be/CMakeLists.txt Added +40 Registers CTest test suites and coverage targets.
tests/gcc_be/check_coverage.py Added +66 Automated gcov runner calculating line and branch coverage across all backend compilation units.
tests/gcc_be/test_scalars.c Added +1 Test fixture for fundamental scalar types.
tests/gcc_be/test_types.c Added +1 Test fixture for derived, array, and function pointer types.
tests/gcc_be/test_expr_ops.c Added +1 Test fixture for expression operators.
tests/gcc_be/test_short_circuit.c Added +1 Test fixture for short-circuit logical operators.
tests/gcc_be/test_control_flow.c Added +1 Test fixture for control flow and loops.
tests/gcc_be/test_functions.c Added +1 Test fixture for routine definitions and calls.
tests/gcc_be/test_aggregates.c Added +1 Test fixture for structs, unions, and bitfields.
tests/gcc_be/test_cpp_classes.cpp Added +1 Test fixture for C++ class semantics and methods.
tests/gcc_be/test_virtual.cpp Added +1 Test fixture for virtual method dispatch.
tests/gcc_be/test_eh.cpp Added +1 Test fixture for exception handling constructs.
tests/gcc_be/test_inline_asm.c Added +1 Test fixture for inline assembly.
tests/gcc_be/test_edge_cases.c Added +1 Test fixture for fallback and boundary conditions.

Total Impact: 41 files changed, 3,875 insertions(+), 7 deletions(-).


Verification & Validation

  1. Build & Toolchain Compatibility:
    • Compiles cleanly under GCC 10+, Clang 12+, Apple Clang, and MSVC.
    • Verified clean compilation with -Werror=unused-result ensuring 100% nodiscard enforcement across all backend APIs.
    • Verified build with and without EDG_ENABLE_GCC_BACKEND enabled (zero regression when backend is disabled).
  2. Platform Validation:
    • Linux (x86_64, aarch64): dynamic library linkage and multiarch search paths verified.
    • macOS (Apple Silicon arm64, x86_64): Homebrew/MacPorts probe and @executable_path/../lib;@rpath verified.
    • Windows (MSVC & MinGW): dynamic delay load and Win32 runtime symbol resolution verified.
    • FreeBSD: search paths and TXZ packaging verified.
  3. Test Suite & Code Coverage:
    • All 12 test fixtures pass via CTest (run_gcc_be_tests).
    • Line and branch coverage verified with tests/gcc_be/check_coverage.py.

Decompose monolithic gcc_gen_be.c and gcc_gen_be.h into modular,
decoupled backend subsystems to improve maintainability, testability,
and separation of concerns:
- gcc_gen_be_cache: hash map memoization for types, variables, functions,
  and fields.
- gcc_gen_be_context: context lifecycle, option configuration, and active
  basic block tracking.
- gcc_gen_be_decl: declaration lowering for globals, local variables, and
  parameters.
- gcc_gen_be_error: centralized backend error handling and diagnostics.
- gcc_gen_be_expr: expression lowering for operators, calls, and accessors.
- gcc_gen_be_lib_loader: cross-platform dynamic loader for libgccjit.
- gcc_gen_be_location: mapping frontend source locations to JIT locations.
- gcc_gen_be_main: driver entry points and compilation invocation.
- gcc_gen_be_stmt: statement and CFG control-flow lowering.
- gcc_gen_be_type: type system lowering across scalar, aggregate, pointer,
  and function types.

Additionally:
- Support GCC backend CLI optimization and debug flags in cmd_line.[ch]
  (-O0..-O3, -Os, -Ofast, -g, -fPIC, -fPIE, dump flags).
- Update src/CMakeLists.txt for the new modular sources and coverage flags.
- Expand tests/gcc_be/ suite and modernize coverage verification script
  to inspect all gcc_gen_be_*.c compilation units.
@wchilders-nvidia

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Collaborator

Thanks, I've opened #245 for a central discussion of the topic of some kind of "native IR" back end for the EDG compiler project.

…ackend

Enforce strict error handling invariants, non-discardable return codes,
and noexcept specification across all GCC backend (gcc_gen_be) subsystems:

- Error infrastructure (gcc_gen_be_error.[ch]):
  - Attach GCC_GEN_BE_NODISCARD directly to typedef enum gcc_gen_be_error_t
    to ensure compiler-enforced return value checks across all backend APIs.
  - Introduce GCC_GEN_BE_NOEXCEPT macro and add GCC_GEN_BE_ERROR_COMPILATION_FAILED.
  - Refactor gcc_gen_be_error_string() to take an out-parameter and return
    gcc_gen_be_error_t.

- Universal error code returns and pointer out-parameters:
  - Update context getters/setters (gcc_gen_be_get_state, gcc_gen_be_get_context,
    gcc_gen_be_set_context, gcc_gen_be_get_current_block, gcc_gen_be_set_current_block).
  - Update helper constructors such as gcc_gen_be_get_global_ctor_block().
  - Convert driver entry points gcc_gen_be() and back_end() to return
    gcc_gen_be_error_t.

- Strict error propagation:
  - Percolate all internal fallible operations (cache lookups/inserts/clears,
    type and expression lowering, location queries, memory allocations) via
    GCC_GEN_BE_CHECK().
  - Eliminate ignored return values, unhandled fallback paths, and silent errors.

- Universal noexcept annotation:
  - Decorate all backend function declarations and definitions across
    gcc_gen_be_cache, gcc_gen_be_context, gcc_gen_be_decl, gcc_gen_be_error,
    gcc_gen_be_expr, gcc_gen_be_lib_loader, gcc_gen_be_location,
    gcc_gen_be_main, gcc_gen_be_stmt, and gcc_gen_be_type with GCC_GEN_BE_NOEXCEPT.
@SamuelMarks
SamuelMarks marked this pull request as ready for review October 9, 2026 14:50
…n GCC backend

Expand the native libgccjit backend (gcc_gen_be) with dynamic memory management,
subsystem diagnostics, modern libgccjit symbol loading, and a modular unit test suite:

- Context and Control-Flow Stacks (gcc_gen_be_context.[ch]):
  - Replace static stack arrays with dynamically resizing stacks for break, continue,
    switch exit, nested blocks, and RAII cleanup handlers.
  - Introduce gcc_gen_be_push_block() / gcc_gen_be_pop_block() for nested scope tracking.
  - Add thread-ownership verification via gcc_gen_be_check_thread_safety().

- Cache Resizing and Metrics (gcc_gen_be_cache.[ch]):
  - Convert fixed-size hash buckets in be_cache_map to dynamically resizing tables.
  - Track cache lookup metrics (hits, misses) retrievable via cache_get_metrics().
  - Add GCC_GEN_BE_CACHE_SWITCH_CASE for jump target deduplication.

- Diagnostic Integration and Extended Errors (gcc_gen_be_error.[ch]):
  - Introduce gcc_gen_be_report_diagnostic() bridging backend errors with EDG's
    diagnostic counters and f_error.
  - Add detailed error codes for EH, unresolved symbols, vtables, RTTI, asm constraints,
    and DWARF emissions.

- Declarations and Expressions (gcc_gen_be_decl.[ch], gcc_gen_be_expr.[ch]):
  - Separate global vs local variable lowering (gcc_gen_be_lower_global_variable_decl
    and gcc_gen_be_lower_local_variable_decl).
  - Add gcc_gen_be_lower_constant_rvalue() with aggregate initializer lowering.

- Dynamic Symbol Loader (gcc_gen_be_lib_loader.[ch]):
  - Dynamically load optional modern libgccjit symbols (TLS models, vector types,
    extended asm goto, function/variable attributes, struct/array constructors).

- Namespaces and Header Structuring:
  - Standardize C++ namespaces (BEGIN_EDG_NAMESPACE / END_EDG_NAMESPACE) across
    backend headers.

- Modular Unit Test Suite (tests/gcc_be/):
  - Add standalone unit test suites for all backend subsystems: test_gcc_be_cache,
    test_gcc_be_context, test_gcc_be_decl, test_gcc_be_errors, test_gcc_be_expr,
    test_gcc_be_lib_loader, test_gcc_be_stmt, and test_gcc_be_type.
  - Update tests/gcc_be/CMakeLists.txt to build and register subsystem tests.

- Tracking and Documentation:
  - Add TODO_PLAN.md documenting architecture, test coverage mandates, and roadmap.
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