core/irrt: add c-string utils

`cargo test -F test` would compile `nac3core/irrt/irrt_test.cpp`
targetted to the host machine (it gets to use `std`) and run the
test executable.

flake.nix

@@ -13,6 +13,7 @@
           ''
           mkdir -p $out/bin
           ln -s ${pkgs.llvmPackages_14.clang-unwrapped}/bin/clang $out/bin/clang-irrt
+          ln -s ${pkgs.llvmPackages_14.clang}/bin/clang $out/bin/clang-irrt-test
           ln -s ${pkgs.llvmPackages_14.llvm.out}/bin/llvm-as $out/bin/llvm-as-irrt
           '';
         nac3artiq = pkgs.python3Packages.toPythonModule (
@@ -23,6 +24,7 @@
             cargoLock = {
               lockFile = ./Cargo.lock;
             };
+            cargoTestFlags = [ "--features" "test" ];
             passthru.cargoLock = cargoLock;
             nativeBuildInputs = [ pkgs.python3 pkgs.llvmPackages_14.clang llvm-tools-irrt pkgs.llvmPackages_14.llvm.out llvm-nac3 ];
             buildInputs = [ pkgs.python3 llvm-nac3 ];

nac3core/Cargo.toml

@@ -1,3 +1,6 @@
+[features]
+test = []
+
 [package]
 name = "nac3core"
 version = "0.1.0"

nac3core/build.rs

@@ -3,20 +3,34 @@ use std::{
     env,
     fs::File,
     io::Write,
-    path::Path,
+    path::{Path, PathBuf},
     process::{Command, Stdio},
 };
 
-fn main() {
+const CMD_IRRT_CLANG: &str = "clang-irrt";
-    const FILE: &str = "src/codegen/irrt/irrt.cpp";
+const CMD_IRRT_CLANG_TEST: &str = "clang-irrt-test";
+const CMD_IRRT_LLVM_AS: &str = "llvm-as-irrt";
+
+fn get_out_dir() -> PathBuf {
+    PathBuf::from(env::var("OUT_DIR").unwrap())
+}
+
+fn get_irrt_dir() -> &'static Path {
+    Path::new("irrt")
+}
+
+/// Compile `irrt.cpp` for use in `src/codegen`
+fn compile_irrt_cpp() {
+    let out_dir = get_out_dir();
+    let irrt_dir = get_irrt_dir();
 
     /*
      * HACK: Sadly, clang doesn't let us emit generic LLVM bitcode.
      * Compiling for WASM32 and filtering the output with regex is the closest we can get.
      */
+    let irrt_cpp_path = irrt_dir.join("irrt.cpp");
     let flags: &[&str] = &[
         "--target=wasm32",
-        FILE,
         "-x",
         "c++",
         "-fno-discard-value-names",
@@ -31,15 +45,19 @@ fn main() {
         "-S",
         "-Wall",
         "-Wextra",
+        "-Werror=return-type",
         "-o",
         "-",
+        "-I",
+        irrt_dir.to_str().unwrap(),
+        irrt_cpp_path.to_str().unwrap(),
     ];
 
-    println!("cargo:rerun-if-changed={FILE}");
+    // Tell Cargo to rerun if any file under `irrt_dir` (recursive) changes
-    let out_dir = env::var("OUT_DIR").unwrap();
+    println!("cargo:rerun-if-changed={}", irrt_dir.to_str().unwrap());
-    let out_path = Path::new(&out_dir);
 
-    let output = Command::new("clang-irrt")
+    // Compile IRRT and capture the LLVM IR output
+    let output = Command::new(CMD_IRRT_CLANG)
         .args(flags)
         .output()
         .map(|o| {
@@ -52,7 +70,17 @@ fn main() {
     let output = std::str::from_utf8(&output.stdout).unwrap().replace("\r\n", "\n");
     let mut filtered_output = String::with_capacity(output.len());
 
-    let regex_filter = Regex::new(r"(?ms:^define.*?\}$)|(?m:^declare.*?$)").unwrap();
+    // Filter out irrelevant IR
+    //
+    // Regex:
+    // - `(?ms:^define.*?\}$)` captures LLVM `define` blocks
+    // - `(?m:^declare.*?$)` captures LLVM `declare` lines
+    // - `(?m:^%.+?=\s*type\s*\{.+?\}$)` captures LLVM `type` declarations
+    // - `(?m:^@.+?=.+$)` captures global constants
+    let regex_filter = Regex::new(
+        r"(?ms:^define.*?\}$)|(?m:^declare.*?$)|(?m:^%.+?=\s*type\s*\{.+?\}$)|(?m:^@.+?=.+$)",
+    )
+    .unwrap();
     for f in regex_filter.captures_iter(&output) {
         assert_eq!(f.len(), 1);
         filtered_output.push_str(&f[0]);
@@ -63,20 +91,71 @@ fn main() {
         .unwrap()
         .replace_all(&filtered_output, "");
 
-    println!("cargo:rerun-if-env-changed=DEBUG_DUMP_IRRT");
+    // For debugging
-    if env::var("DEBUG_DUMP_IRRT").is_ok() {
+    // Doing `DEBUG_DUMP_IRRT=1 cargo build -p nac3core` dumps the LLVM IR generated
-        let mut file = File::create(out_path.join("irrt.ll")).unwrap();
+    const DEBUG_DUMP_IRRT: &str = "DEBUG_DUMP_IRRT";
+    println!("cargo:rerun-if-env-changed={DEBUG_DUMP_IRRT}");
+    if env::var(DEBUG_DUMP_IRRT).is_ok() {
+        let mut file = File::create(out_dir.join("irrt.ll")).unwrap();
         file.write_all(output.as_bytes()).unwrap();
-        let mut file = File::create(out_path.join("irrt-filtered.ll")).unwrap();
+
+        let mut file = File::create(out_dir.join("irrt-filtered.ll")).unwrap();
         file.write_all(filtered_output.as_bytes()).unwrap();
     }
 
-    let mut llvm_as = Command::new("llvm-as-irrt")
+    // Assemble the emitted and filtered IR to .bc
+    // That .bc will be integrated into nac3core's codegen
+    let mut llvm_as = Command::new(CMD_IRRT_LLVM_AS)
         .stdin(Stdio::piped())
         .arg("-o")
-        .arg(out_path.join("irrt.bc"))
+        .arg(out_dir.join("irrt.bc"))
         .spawn()
         .unwrap();
     llvm_as.stdin.as_mut().unwrap().write_all(filtered_output.as_bytes()).unwrap();
     assert!(llvm_as.wait().unwrap().success());
 }
+
+/// Compile `irrt_test.cpp` for testing
+fn compile_irrt_test_cpp() {
+    let out_dir = get_out_dir();
+    let irrt_dir = get_irrt_dir();
+
+    let exe_path = out_dir.join("irrt_test.out"); // Output path of the compiled test executable
+    let irrt_test_cpp_path = irrt_dir.join("irrt_test.cpp");
+    let flags: &[&str] = &[
+        irrt_test_cpp_path.to_str().unwrap(),
+        "-x",
+        "c++",
+        "-I",
+        irrt_dir.to_str().unwrap(),
+        "-g",
+        "-fno-discard-value-names",
+        "-O0",
+        "-Wall",
+        "-Wextra",
+        "-Werror=return-type",
+        "-lm", // for `tgamma()`, `lgamma()`
+        "-o",
+        exe_path.to_str().unwrap(),
+    ];
+
+    Command::new(CMD_IRRT_CLANG_TEST)
+        .args(flags)
+        .output()
+        .map(|o| {
+            assert!(o.status.success(), "{}", std::str::from_utf8(&o.stderr).unwrap());
+            o
+        })
+        .unwrap();
+    println!("cargo:rerun-if-changed={}", irrt_dir.to_str().unwrap());
+}
+
+fn main() {
+    compile_irrt_cpp();
+
+    // https://github.com/rust-lang/cargo/issues/2549
+    // `cargo test -F test` to also build `irrt_test.cpp
+    if cfg!(feature = "test") {
+        compile_irrt_test_cpp();
+    }
+}

nac3core/irrt/irrt.cpp

@@ -0,0 +1,9 @@
+#define IRRT_DEFINE_TYPEDEF_INTS
+#include <irrt_everything.hpp>
+
+/*
+    All IRRT implementations.
+
+    We don't have any pre-compiled objects, so we are writing all implementations in headers and
+    concatenate them with `#include` into one massive source file that contains all the IRRT stuff.
+*/

nac3core/irrt/irrt/core.hpp

@@ -1,27 +1,17 @@
-using int8_t = _BitInt(8);
+#pragma once
-using uint8_t = unsigned _BitInt(8);
+
-using int32_t = _BitInt(32);
+#include <irrt/int_defs.hpp>
-using uint32_t = unsigned _BitInt(32);
+#include <irrt/utils.hpp>
-using int64_t = _BitInt(64);
-using uint64_t = unsigned _BitInt(64);
 
 // NDArray indices are always `uint32_t`.
 using NDIndex = uint32_t;
-// The type of an index or a value describing the length of a range/slice is always `int32_t`.
+// The type of an index or a value describing the length of a
+// range/slice is always `int32_t`.
 using SliceIndex = int32_t;
 
 namespace {
-template <typename T>
+// adapted from GNU Scientific Library:
-const T& max(const T& a, const T& b) {
+// https://git.savannah.gnu.org/cgit/gsl.git/tree/sys/pow_int.c
-    return a > b ? a : b;
-}
-
-template <typename T>
-const T& min(const T& a, const T& b) {
-    return a > b ? b : a;
-}
-
-// adapted from GNU Scientific Library: https://git.savannah.gnu.org/cgit/gsl.git/tree/sys/pow_int.c
 // need to make sure `exp >= 0` before calling this function
 template <typename T>
 T __nac3_int_exp_impl(T base, T exp) {
@@ -38,12 +28,7 @@ T __nac3_int_exp_impl(T base, T exp) {
 }
 
 template <typename SizeT>
-SizeT __nac3_ndarray_calc_size_impl(
+SizeT __nac3_ndarray_calc_size_impl(const SizeT* list_data, SizeT list_len, SizeT begin_idx, SizeT end_idx) {
-    const SizeT* list_data,
-    SizeT list_len,
-    SizeT begin_idx,
-    SizeT end_idx
-) {
     __builtin_assume(end_idx <= list_len);
 
     SizeT num_elems = 1;
@@ -56,12 +41,7 @@ SizeT __nac3_ndarray_calc_size_impl(
 }
 
 template <typename SizeT>
-void __nac3_ndarray_calc_nd_indices_impl(
+void __nac3_ndarray_calc_nd_indices_impl(SizeT index, const SizeT* dims, SizeT num_dims, NDIndex* idxs) {
-    SizeT index,
-    const SizeT* dims,
-    SizeT num_dims,
-    NDIndex* idxs
-) {
     SizeT stride = 1;
     for (SizeT dim = 0; dim < num_dims; dim++) {
         SizeT i = num_dims - dim - 1;
@@ -72,13 +52,8 @@ void __nac3_ndarray_calc_nd_indices_impl(
 }
 
 template <typename SizeT>
-SizeT __nac3_ndarray_flatten_index_impl(
+SizeT __nac3_ndarray_flatten_index_impl(const SizeT* dims, SizeT num_dims, const NDIndex* indices, SizeT num_indices) {
-    const SizeT* dims,
+    SizeT idx    = 0;
-    SizeT num_dims,
-    const NDIndex* indices,
-    SizeT num_indices
-) {
-    SizeT idx = 0;
     SizeT stride = 1;
     for (SizeT i = 0; i < num_dims; ++i) {
         SizeT ri = num_dims - i - 1;
@@ -94,17 +69,14 @@ SizeT __nac3_ndarray_flatten_index_impl(
 
 template <typename SizeT>
 void __nac3_ndarray_calc_broadcast_impl(
-    const SizeT* lhs_dims,
+    const SizeT* lhs_dims, SizeT lhs_ndims, const SizeT* rhs_dims, SizeT rhs_ndims, SizeT* out_dims
-    SizeT lhs_ndims,
-    const SizeT* rhs_dims,
-    SizeT rhs_ndims,
-    SizeT* out_dims
 ) {
     SizeT max_ndims = lhs_ndims > rhs_ndims ? lhs_ndims : rhs_ndims;
 
     for (SizeT i = 0; i < max_ndims; ++i) {
         const SizeT* lhs_dim_sz = i < lhs_ndims ? &lhs_dims[lhs_ndims - i - 1] : nullptr;
         const SizeT* rhs_dim_sz = i < rhs_ndims ? &rhs_dims[rhs_ndims - i - 1] : nullptr;
+
         SizeT* out_dim = &out_dims[max_ndims - i - 1];
 
         if (lhs_dim_sz == nullptr) {
@@ -125,28 +97,25 @@ void __nac3_ndarray_calc_broadcast_impl(
 
 template <typename SizeT>
 void __nac3_ndarray_calc_broadcast_idx_impl(
-    const SizeT* src_dims,
+    const SizeT* src_dims, SizeT src_ndims, const NDIndex* in_idx, NDIndex* out_idx
-    SizeT src_ndims,
-    const NDIndex* in_idx,
-    NDIndex* out_idx
 ) {
     for (SizeT i = 0; i < src_ndims; ++i) {
-        SizeT src_i = src_ndims - i - 1;
+        SizeT src_i    = src_ndims - i - 1;
         out_idx[src_i] = src_dims[src_i] == 1 ? 0 : in_idx[src_i];
     }
 }
 }  // namespace
 
 extern "C" {
-#define DEF_nac3_int_exp_(T) \
+#define DEF_nac3_int_exp_(T)                   \
-    T __nac3_int_exp_##T(T base, T exp) {\
+    T __nac3_int_exp_##T(T base, T exp) {      \
-        return __nac3_int_exp_impl(base, exp);\
+        return __nac3_int_exp_impl(base, exp); \
     }
 
-DEF_nac3_int_exp_(int32_t)
+DEF_nac3_int_exp_(int32_t);
-DEF_nac3_int_exp_(int64_t)
+DEF_nac3_int_exp_(int64_t);
-DEF_nac3_int_exp_(uint32_t)
+DEF_nac3_int_exp_(uint32_t);
-DEF_nac3_int_exp_(uint64_t)
+DEF_nac3_int_exp_(uint64_t);
 
 SliceIndex __nac3_slice_index_bound(SliceIndex i, const SliceIndex len) {
     if (i < 0) {
@@ -160,11 +129,7 @@ SliceIndex __nac3_slice_index_bound(SliceIndex i, const SliceIndex len) {
     return i;
 }
 
-SliceIndex __nac3_range_slice_len(
+SliceIndex __nac3_range_slice_len(const SliceIndex start, const SliceIndex end, const SliceIndex step) {
-    const SliceIndex start,
-    const SliceIndex end,
-    const SliceIndex step
-) {
     SliceIndex diff = end - start;
     if (diff > 0 && step > 0) {
         return ((diff - 1) / step) + 1;
@@ -180,7 +145,8 @@ SliceIndex __nac3_range_slice_len(
 // - All the index must *not* be out-of-bound or negative,
 // - The end index is *inclusive*,
 // - The length of src and dest slice size should already
-// be checked: if dest.step == 1 then len(src) <= len(dest) else len(src) == len(dest)
+// be checked: if dest.step == 1 then len(src) <= len(dest) else
+// len(src) == len(dest)
 SliceIndex __nac3_list_slice_assign_var_size(
     SliceIndex dest_start,
     SliceIndex dest_end,
@@ -194,18 +160,18 @@ SliceIndex __nac3_list_slice_assign_var_size(
     SliceIndex src_arr_len,
     const SliceIndex size
 ) {
-    /* if dest_arr_len == 0, do nothing since we do not support extending list */
+    /* if dest_arr_len == 0, do nothing since we do not support
-    if (dest_arr_len == 0) return dest_arr_len;
+     * extending list
-    /* if both step is 1, memmove directly, handle the dropping of the list, and shrink size */
+     */
+    if (dest_arr_len == 0)
+        return dest_arr_len;
+    /* if both step is 1, memmove directly, handle the dropping of
+     * the list, and shrink size */
     if (src_step == dest_step && dest_step == 1) {
-        const SliceIndex src_len = (src_end >= src_start) ? (src_end - src_start + 1) : 0;
+        const SliceIndex src_len  = (src_end >= src_start) ? (src_end - src_start + 1) : 0;
         const SliceIndex dest_len = (dest_end >= dest_start) ? (dest_end - dest_start + 1) : 0;
         if (src_len > 0) {
-            __builtin_memmove(
+            __builtin_memmove(dest_arr + dest_start * size, src_arr + src_start * size, src_len * size);
-                dest_arr + dest_start * size,
-                src_arr + src_start * size,
-                src_len * size
-            );
         }
         if (dest_len > 0) {
             /* dropping */
@@ -219,23 +185,17 @@ SliceIndex __nac3_list_slice_assign_var_size(
         return dest_arr_len - (dest_len - src_len);
     }
     /* if two range overlaps, need alloca */
-    uint8_t need_alloca =
+    uint8_t need_alloca = (dest_arr == src_arr)
-        (dest_arr == src_arr)
+        && !(max(dest_start, dest_end) < min(src_start, src_end) || max(src_start, src_end) < min(dest_start, dest_end)
-        && !(
-            max(dest_start, dest_end) < min(src_start, src_end)
-            || max(src_start, src_end) < min(dest_start, dest_end)
         );
     if (need_alloca) {
-        uint8_t* tmp = reinterpret_cast<uint8_t *>(__builtin_alloca(src_arr_len * size));
+        uint8_t* tmp = reinterpret_cast<uint8_t*>(__builtin_alloca(src_arr_len * size));
         __builtin_memcpy(tmp, src_arr, src_arr_len * size);
         src_arr = tmp;
     }
-    SliceIndex src_ind = src_start;
+    SliceIndex src_ind  = src_start;
     SliceIndex dest_ind = dest_start;
-    for (;
+    for (; (src_step > 0) ? (src_ind <= src_end) : (src_ind >= src_end); src_ind += src_step, dest_ind += dest_step) {
-        (src_step > 0) ? (src_ind <= src_end) : (src_ind >= src_end);
-        src_ind += src_step, dest_ind += dest_step
-    ) {
         /* for constant optimization */
         if (size == 1) {
             __builtin_memcpy(dest_arr + dest_ind, src_arr + src_ind, 1);
@@ -244,7 +204,8 @@ SliceIndex __nac3_list_slice_assign_var_size(
         } else if (size == 8) {
             __builtin_memcpy(dest_arr + dest_ind * 8, src_arr + src_ind * 8, 8);
         } else {
-            /* memcpy for var size, cannot overlap after previous alloca */
+            /* memcpy for var size, cannot overlap after previous
+             * alloca */
             __builtin_memcpy(dest_arr + dest_ind * size, src_arr + src_ind * size, size);
         }
     }
@@ -254,7 +215,7 @@ SliceIndex __nac3_list_slice_assign_var_size(
         __builtin_memmove(
             dest_arr + dest_ind * size,
             dest_arr + (dest_end + 1) * size,
-            (dest_arr_len - dest_end - 1) * size
+            (dest_arr_len - dest_end - 1) * size + size + size + size
         );
         return dest_arr_len - (dest_end - dest_ind) - 1;
     }
@@ -320,94 +281,53 @@ double __nac3_j0(double x) {
     return j0(x);
 }
 
-uint32_t __nac3_ndarray_calc_size(
+uint32_t __nac3_ndarray_calc_size(const uint32_t* list_data, uint32_t list_len, uint32_t begin_idx, uint32_t end_idx) {
-    const uint32_t* list_data,
-    uint32_t list_len,
-    uint32_t begin_idx,
-    uint32_t end_idx
-) {
     return __nac3_ndarray_calc_size_impl(list_data, list_len, begin_idx, end_idx);
 }
 
-uint64_t __nac3_ndarray_calc_size64(
+uint64_t
-    const uint64_t* list_data,
+__nac3_ndarray_calc_size64(const uint64_t* list_data, uint64_t list_len, uint64_t begin_idx, uint64_t end_idx) {
-    uint64_t list_len,
-    uint64_t begin_idx,
-    uint64_t end_idx
-) {
     return __nac3_ndarray_calc_size_impl(list_data, list_len, begin_idx, end_idx);
 }
 
-void __nac3_ndarray_calc_nd_indices(
+void __nac3_ndarray_calc_nd_indices(uint32_t index, const uint32_t* dims, uint32_t num_dims, NDIndex* idxs) {
-    uint32_t index,
-    const uint32_t* dims,
-    uint32_t num_dims,
-    NDIndex* idxs
-) {
     __nac3_ndarray_calc_nd_indices_impl(index, dims, num_dims, idxs);
 }
 
-void __nac3_ndarray_calc_nd_indices64(
+void __nac3_ndarray_calc_nd_indices64(uint64_t index, const uint64_t* dims, uint64_t num_dims, NDIndex* idxs) {
-    uint64_t index,
-    const uint64_t* dims,
-    uint64_t num_dims,
-    NDIndex* idxs
-) {
     __nac3_ndarray_calc_nd_indices_impl(index, dims, num_dims, idxs);
 }
 
-uint32_t __nac3_ndarray_flatten_index(
+uint32_t
-    const uint32_t* dims,
+__nac3_ndarray_flatten_index(const uint32_t* dims, uint32_t num_dims, const NDIndex* indices, uint32_t num_indices) {
-    uint32_t num_dims,
-    const NDIndex* indices,
-    uint32_t num_indices
-) {
     return __nac3_ndarray_flatten_index_impl(dims, num_dims, indices, num_indices);
 }
 
-uint64_t __nac3_ndarray_flatten_index64(
+uint64_t
-    const uint64_t* dims,
+__nac3_ndarray_flatten_index64(const uint64_t* dims, uint64_t num_dims, const NDIndex* indices, uint64_t num_indices) {
-    uint64_t num_dims,
-    const NDIndex* indices,
-    uint64_t num_indices
-) {
     return __nac3_ndarray_flatten_index_impl(dims, num_dims, indices, num_indices);
 }
 
 void __nac3_ndarray_calc_broadcast(
-    const uint32_t* lhs_dims,
+    const uint32_t* lhs_dims, uint32_t lhs_ndims, const uint32_t* rhs_dims, uint32_t rhs_ndims, uint32_t* out_dims
-    uint32_t lhs_ndims,
-    const uint32_t* rhs_dims,
-    uint32_t rhs_ndims,
-    uint32_t* out_dims
 ) {
     return __nac3_ndarray_calc_broadcast_impl(lhs_dims, lhs_ndims, rhs_dims, rhs_ndims, out_dims);
 }
 
 void __nac3_ndarray_calc_broadcast64(
-    const uint64_t* lhs_dims,
+    const uint64_t* lhs_dims, uint64_t lhs_ndims, const uint64_t* rhs_dims, uint64_t rhs_ndims, uint64_t* out_dims
-    uint64_t lhs_ndims,
-    const uint64_t* rhs_dims,
-    uint64_t rhs_ndims,
-    uint64_t* out_dims
 ) {
     return __nac3_ndarray_calc_broadcast_impl(lhs_dims, lhs_ndims, rhs_dims, rhs_ndims, out_dims);
 }
 
 void __nac3_ndarray_calc_broadcast_idx(
-    const uint32_t* src_dims,
+    const uint32_t* src_dims, uint32_t src_ndims, const NDIndex* in_idx, NDIndex* out_idx
-    uint32_t src_ndims,
-    const NDIndex* in_idx,
-    NDIndex* out_idx
 ) {
     __nac3_ndarray_calc_broadcast_idx_impl(src_dims, src_ndims, in_idx, out_idx);
 }
 
 void __nac3_ndarray_calc_broadcast_idx64(
-    const uint64_t* src_dims,
+    const uint64_t* src_dims, uint64_t src_ndims, const NDIndex* in_idx, NDIndex* out_idx
-    uint64_t src_ndims,
-    const NDIndex* in_idx,
-    NDIndex* out_idx
 ) {
     __nac3_ndarray_calc_broadcast_idx_impl(src_dims, src_ndims, in_idx, out_idx);
 }

nac3core/irrt/irrt/int_defs.hpp

@@ -0,0 +1,12 @@
+#pragma once
+
+// This is made toggleable since `irrt_test.cpp` itself would include
+// headers that define these typedefs
+#ifdef IRRT_DEFINE_TYPEDEF_INTS
+using int8_t   = _BitInt(8);
+using uint8_t  = unsigned _BitInt(8);
+using int32_t  = _BitInt(32);
+using uint32_t = unsigned _BitInt(32);
+using int64_t  = _BitInt(64);
+using uint64_t = unsigned _BitInt(64);
+#endif

nac3core/irrt/irrt/utils.hpp

@@ -0,0 +1,77 @@
+#pragma once
+
+namespace {
+template <typename T>
+const T& max(const T& a, const T& b) {
+    return a > b ? a : b;
+}
+
+template <typename T>
+const T& min(const T& a, const T& b) {
+    return a > b ? b : a;
+}
+
+template <typename T>
+bool arrays_match(int len, T* as, T* bs) {
+    for (int i = 0; i < len; i++) {
+        if (as[i] != bs[i])
+            return false;
+    }
+    return true;
+}
+
+namespace cstr_utils {
+bool is_empty(const char* str) {
+    return str[0] == '\0';
+}
+
+int8_t compare(const char* a, const char* b) {
+    uint32_t i = 0;
+    while (true) {
+        if (a[i] < b[i]) {
+            return -1;
+        } else if (a[i] > b[i]) {
+            return 1;
+        } else {  // a[i] == b[i]
+            if (a[i] == '\0') {
+                return 0;
+            } else {
+                i++;
+            }
+        }
+    }
+}
+
+int8_t equal(const char* a, const char* b) {
+    return compare(a, b) == 0;
+}
+
+uint32_t length(const char* str) {
+    uint32_t length = 0;
+    while (*str != '\0') {
+        length++;
+        str++;
+    }
+    return length;
+}
+
+bool copy(const char* src, char* dst, uint32_t dst_max_size) {
+    for (uint32_t i = 0; i < dst_max_size; i++) {
+        bool is_last = i + 1 == dst_max_size;
+        if (is_last && src[i] != '\0') {
+            dst[i] = '\0';
+            return false;
+        }
+
+        if (src[i] == '\0') {
+            dst[i] = '\0';
+            return true;
+        }
+
+        dst[i] = src[i];
+    }
+
+    __builtin_unreachable();
+}
+}  // namespace cstr_utils
+}  // namespace

nac3core/irrt/irrt_everything.hpp

@@ -0,0 +1,5 @@
+#pragma once
+
+#include <irrt/core.hpp>
+#include <irrt/int_defs.hpp>
+#include <irrt/utils.hpp>

nac3core/irrt/irrt_test.cpp

@@ -0,0 +1,13 @@
+// This file will be compiled like a real C++ program,
+// and we do have the luxury to use the standard libraries.
+// That is if the nix flakes do not have issues... especially on msys2...
+#include <cstdint>
+#include <cstdio>
+#include <cstdlib>
+
+#include <test/test_core.hpp>
+
+int main() {
+    test::core::run();
+    return 0;
+}

nac3core/irrt/test/includes.hpp

@@ -0,0 +1,12 @@
+#pragma once
+
+#include <cstdint>
+#include <cstdio>
+#include <cstdlib>
+
+#include <test/util.hpp>
+#include <irrt_everything.hpp>
+
+/*
+    Include this header for every test_*.cpp
+*/

nac3core/irrt/test/test_core.hpp

@@ -0,0 +1,16 @@
+#pragma once
+
+#include <test/includes.hpp>
+
+namespace test { namespace core {
+void test_int_exp() {
+    BEGIN_TEST();
+
+    assert_values_match(125, __nac3_int_exp_impl<int32_t>(5, 3));
+    assert_values_match(3125, __nac3_int_exp_impl<int32_t>(5, 5));
+}
+
+void run() {
+    test_int_exp();
+}
+}}  // namespace test::core

nac3core/irrt/test/util.hpp

@@ -0,0 +1,114 @@
+#pragma once
+
+#include <cstdlib>
+#include <cstdio>
+
+template <class T>
+void print_value(const T& value) {}
+
+template <>
+void print_value(const int8_t& value) {
+    printf("%d", value);
+}
+
+template <>
+void print_value(const int32_t& value) {
+    printf("%d", value);
+}
+
+template <>
+void print_value(const uint8_t& value) {
+    printf("%u", value);
+}
+
+template <>
+void print_value(const uint32_t& value) {
+    printf("%u", value);
+}
+
+template <>
+void print_value(const float& value) {
+    printf("%f", value);
+}
+
+template <>
+void print_value(const double& value) {
+    printf("%f", value);
+}
+
+void __begin_test(const char* function_name, const char* file, int line) {
+    printf("######### Running %s @ %s:%d\n", function_name, file, line);
+}
+
+#define BEGIN_TEST() __begin_test(__FUNCTION__, __FILE__, __LINE__)
+
+void test_fail() {
+    printf("[!] Test failed. Exiting with status code 1.\n");
+    exit(1);
+}
+
+template <typename T>
+void debug_print_array(int len, const T* as) {
+    printf("[");
+    for (int i = 0; i < len; i++) {
+        if (i != 0)
+            printf(", ");
+        print_value(as[i]);
+    }
+    printf("]");
+}
+
+void print_assertion_passed(const char* file, int line) {
+    printf("[*] Assertion passed on %s:%d\n", file, line);
+}
+
+void print_assertion_failed(const char* file, int line) {
+    printf("[!] Assertion failed on %s:%d\n", file, line);
+}
+
+void __assert_true(const char* file, int line, bool cond) {
+    if (cond) {
+        print_assertion_passed(file, line);
+    } else {
+        print_assertion_failed(file, line);
+        test_fail();
+    }
+}
+
+#define assert_true(cond) __assert_true(__FILE__, __LINE__, cond)
+
+template <typename T>
+void __assert_arrays_match(const char* file, int line, int len, const T* expected, const T* got) {
+    if (arrays_match(len, expected, got)) {
+        print_assertion_passed(file, line);
+    } else {
+        print_assertion_failed(file, line);
+        printf("Expect = ");
+        debug_print_array(len, expected);
+        printf("\n");
+        printf("   Got = ");
+        debug_print_array(len, got);
+        printf("\n");
+        test_fail();
+    }
+}
+
+#define assert_arrays_match(len, expected, got) __assert_arrays_match(__FILE__, __LINE__, len, expected, got)
+
+template <typename T>
+void __assert_values_match(const char* file, int line, T expected, T got) {
+    if (expected == got) {
+        print_assertion_passed(file, line);
+    } else {
+        print_assertion_failed(file, line);
+        printf("Expect = ");
+        print_value(expected);
+        printf("\n");
+        printf("   Got = ");
+        print_value(got);
+        printf("\n");
+        test_fail();
+    }
+}
+
+#define assert_values_match(expected, got) __assert_values_match(__FILE__, __LINE__, expected, got)

nac3core/src/codegen/irrt/mod.rs

@@ -1,5 +1,7 @@
 use crate::typecheck::typedef::Type;
 
+mod test;
+
 use super::{
     classes::{
         ArrayLikeIndexer, ArrayLikeValue, ArraySliceValue, ListValue, NDArrayValue,

nac3core/src/codegen/irrt/test.rs

@@ -0,0 +1,26 @@
+#[cfg(test)]
+mod tests {
+    use std::{path::Path, process::Command};
+
+    #[test]
+    fn run_irrt_test() {
+        assert!(
+            cfg!(feature = "test"),
+            "Please do `cargo test -F test` to compile `irrt_test.out` and run test"
+        );
+
+        let irrt_test_out_path = Path::new(concat!(env!("OUT_DIR"), "/irrt_test.out"));
+        let output = Command::new(irrt_test_out_path.to_str().unwrap()).output().unwrap();
+
+        if !output.status.success() {
+            eprintln!("irrt_test failed with status {}:", output.status);
+            eprintln!("====== stdout ======");
+            eprintln!("{}", String::from_utf8(output.stdout).unwrap());
+            eprintln!("====== stderr ======");
+            eprintln!("{}", String::from_utf8(output.stderr).unwrap());
+            eprintln!("====================");
+
+            panic!("irrt_test failed");
+        }
+    }
+}

nac3core/src/codegen/mod.rs

@@ -41,6 +41,7 @@ pub mod extern_fns;
 mod generator;
 pub mod irrt;
 pub mod llvm_intrinsics;
+pub mod model;
 pub mod numpy;
 pub mod stmt;
 

nac3core/src/codegen/model/core.rs

@@ -0,0 +1,173 @@
+use inkwell::{
+    context::Context,
+    types::{BasicType, BasicTypeEnum},
+    values::{BasicValue, BasicValueEnum, PointerValue},
+};
+
+use crate::codegen::{CodeGenContext, CodeGenerator};
+
+use super::{slice::ArraySlice, Int, Pointer};
+
+/*
+Explanation on the abstraction:
+
+    In LLVM, there are TYPES and VALUES.
+
+    Inkwell gives us TYPES [`BasicTypeEnum<'ctx>`] and VALUES [`BasicValueEnum<'ctx>`],
+        but by themselves, they lack a lot of Rust compile-time known info.
+
+        e.g., You did `let ptr = builder.build_alloca(my_llvm_ndarray_struct_ty)`,
+        but `ptr` is just a `PointerValue<'ctx>`, almost everything about the
+        underlying `my_llvm_ndarray_struct_ty` is gone.
+
+    The `Model` abstraction is a wrapper around inkwell TYPES and VALUES but with
+        a richer interface.
+
+    `Model<'ctx>` is a wrapper around for an inkwell TYPE:
+        - `NIntModel<Byte>` is a i8.
+        - `NIntModel<Int32>` is a i32.
+        - `NIntModel<Int64>` is a i64.
+        - `IntModel` is a carrier for an inkwell `IntType<'ctx>`,
+              used when the type is dynamic/cannot be specified in Rust compile-time.
+        - `PointerModel<'ctx, E>` is a wrapper for `PointerType<'ctx>`,
+              where `E` is another `Model<'ctx>` that describes the element type of the pointer.
+        - `StructModel<'ctx, NDArray>` is a wrapper for `StructType<'ctx>`,
+              with additional information encoded within `NDArray`. (See `IsStruct<'ctx>`)
+
+    `Model<'ctx>::Value`/`ModelValue<'ctx>` is a wrapper around for an inkwell VALUE:
+        - `NInt<'ctx, T>` is a value of `NIntModel<'ctx, T>`,
+              where `T` could be `Byte`, `Int32`, or `Int64`.
+        - `Pointer<'ctx, E>` is a value of `PointerModel<'ctx, E>`.
+
+    Other interesting utilities:
+        - Given a `Model<'ctx>`, say, `let ndarray_model = StructModel<'ctx, NDArray>`,
+              you are do `ndarray_model.alloca(ctx, "my_ndarray")` to get a `Pointer<'ctx, Struct<'ctx, NDArray>>`,
+              notice that all LLVM type information are preserved.
+        - For a `let my_ndarray = Pointer<'ctx, StructModel<NDArray>>`, you can access a field by doing
+              `my_ndarray.gep(ctx, |f| f.itemsize).load() // or .store()`, and you can chain them
+              together for nested structures.
+
+    A brief summary on the `Model<'ctx>` and `ModelValue<'ctx>` traits:
+        - Model<'ctx>
+            // The associated ModelValue of this Model
+            - type Value: ModelValue<'ctx>
+
+            // Get the LLVM type of this Model
+            - fn get_llvm_type(&self)
+
+            // Check if the input type is equal to the LLVM type of this Model
+            // NOTE: this function is provideed through `CanCheckLLVMType<'ctx>`
+            - fn check_llvm_type(&self, ty) -> Result<(), String>
+
+            // Check if the input value's type is equal to the LLVM type of this Model.
+            //
+            // If so, wrap it with `Self::Value`.
+            - fn review_value<V: BasicType<'ctx>>(&self, val: V) -> Result<Self::Value, String>
+
+        - ModelValue<'ctx>
+            // get the LLVM value of this ModelValue
+            - fn get_llvm_value(&self) -> BasicValueEnum<'ctx>
+*/
+
+/// A value that belongs to/produced by a [`Model<'ctx>`]
+pub trait ModelValue<'ctx>: Clone + Copy {
+    /// Get the LLVM value of this [`ModelValue<'ctx>`]
+    fn get_llvm_value(&self) -> BasicValueEnum<'ctx>;
+}
+
+// NOTE: Should have been within [`Model<'ctx>`],
+// but rust object safety requirements made it necessary to
+// split the trait.
+pub trait CanCheckLLVMType<'ctx> {
+    /// See [`Model::check_llvm_type`]
+    fn check_llvm_type_impl(
+        &self,
+        ctx: &'ctx Context,
+        ty: BasicTypeEnum<'ctx>,
+    ) -> Result<(), String>;
+}
+
+pub trait Model<'ctx>: Clone + Copy + CanCheckLLVMType<'ctx> + Sized {
+    /// The associated [`ModelValue<'ctx>`] of this Model.
+    type Value: ModelValue<'ctx>;
+
+    /// Get the LLVM type of this [`Model<'ctx>`]
+    fn get_llvm_type(&self, ctx: &'ctx Context) -> BasicTypeEnum<'ctx>;
+
+    /// Check if the input type is equal to the LLVM type of this Model.
+    ///
+    /// If it doesn't match, an [`Err`] with a human-readable message is
+    /// thrown explaining *how* it was different. Meant for debugging.
+    fn check_llvm_type<T: BasicType<'ctx>>(&self, ctx: &'ctx Context, ty: T) -> Result<(), String> {
+        self.check_llvm_type_impl(ctx, ty.as_basic_type_enum())
+    }
+
+    /// Check if the input value's type is equal to the LLVM type of this Model
+    /// (using [`Model::check_llvm_type`]).
+    ///
+    /// If so, wrap it with [`Model::Value`].
+    fn review_value<V: BasicValue<'ctx>>(
+        &self,
+        ctx: &'ctx Context,
+        value: V,
+    ) -> Result<Self::Value, String>;
+
+    /// Check if [`Self::Value`] has the correct type described by this [`Model<'ctx>`]
+    fn check_value(&self, ctx: &'ctx Context, value: Self::Value) -> Result<(), String> {
+        self.review_value(ctx, value.get_llvm_value())?;
+        Ok(())
+    }
+
+    /// Build an instruction to allocate a value with the LLVM type of this [`Model<'ctx>`].
+    fn alloca(&self, ctx: &CodeGenContext<'ctx, '_>, name: &str) -> Pointer<'ctx, Self> {
+        Pointer {
+            element: *self,
+            value: ctx.builder.build_alloca(self.get_llvm_type(ctx.ctx), name).unwrap(),
+        }
+    }
+
+    /// Build an instruction to allocate an array of the LLVM type of this [`Model<'ctx>`].
+    fn array_alloca(
+        &self,
+        ctx: &CodeGenContext<'ctx, '_>,
+        count: Int<'ctx>,
+        name: &str,
+    ) -> ArraySlice<'ctx, Self> {
+        ArraySlice {
+            num_elements: count,
+            pointer: Pointer {
+                element: *self,
+                value: ctx
+                    .builder
+                    .build_array_alloca(self.get_llvm_type(ctx.ctx), count.0, name)
+                    .unwrap(),
+            },
+        }
+    }
+
+    /// Do [`CodeGenerator::gen_var_alloc`] with the LLVM type of this [`Model<'ctx>`].
+    fn var_alloc<G: CodeGenerator + ?Sized>(
+        &self,
+        generator: &mut G,
+        ctx: &mut CodeGenContext<'ctx, '_>,
+        name: Option<&str>,
+    ) -> Result<Pointer<'ctx, Self>, String> {
+        let value = generator.gen_var_alloc(ctx, self.get_llvm_type(ctx.ctx), name)?;
+        Ok(Pointer { element: *self, value })
+    }
+
+    /// Do [`CodeGenerator::gen_array_var_alloc`] with the LLVM type of this [`Model<'ctx>`].
+    fn array_var_alloc<G: CodeGenerator + ?Sized>(
+        &self,
+        generator: &mut G,
+        ctx: &mut CodeGenContext<'ctx, '_>,
+        size: Int<'ctx>,
+        name: Option<&'ctx str>,
+    ) -> Result<Pointer<'ctx, Self>, String> {
+        let slice =
+            generator.gen_array_var_alloc(ctx, self.get_llvm_type(ctx.ctx), size.0, name)?;
+        let ptr = PointerValue::from(slice); // TODO: Remove ArraySliceValue
+
+        Ok(Pointer { element: *self, value: ptr })
+    }
+}

nac3core/src/codegen/model/fixed_int.rs

@@ -0,0 +1,156 @@
+use inkwell::{
+    context::Context,
+    types::{BasicType, BasicTypeEnum, IntType},
+    values::{BasicValue, BasicValueEnum, IntValue},
+};
+
+use super::{
+    core::*,
+    int_util::{check_int_llvm_type, review_int_llvm_value},
+    Int, IntModel,
+};
+
+/// A marker trait to mark a singleton struct that describes a particular fixed integer type.
+/// See [`Bool`], [`Byte`], [`Int32`], etc.
+///
+/// The [`Default`] trait is to enable auto-instantiations.
+pub trait NIntKind: Clone + Copy + Default {
+    /// Get the [`IntType<'ctx>`] of this [`NIntKind`].
+    fn get_int_type(ctx: &Context) -> IntType<'_>;
+
+    /// Get the [`IntType<'ctx>`] of this [`NIntKind`].
+    ///
+    /// Compared to using [`NIntKind::get_int_type`], this
+    /// function does not require [`Context`].
+    fn get_bit_width() -> u32;
+}
+
+// Some pre-defined fixed integers
+
+#[derive(Debug, Clone, Copy, Default)]
+pub struct Bool;
+pub type BoolModel = NIntModel<Bool>;
+
+impl NIntKind for Bool {
+    fn get_int_type(ctx: &Context) -> IntType<'_> {
+        ctx.bool_type()
+    }
+
+    fn get_bit_width() -> u32 {
+        1
+    }
+}
+
+#[derive(Debug, Clone, Copy, Default)]
+pub struct Byte;
+pub type ByteModel = NIntModel<Byte>;
+
+impl NIntKind for Byte {
+    fn get_int_type(ctx: &Context) -> IntType<'_> {
+        ctx.i8_type()
+    }
+
+    fn get_bit_width() -> u32 {
+        8
+    }
+}
+
+#[derive(Debug, Clone, Copy, Default)]
+pub struct Int32;
+pub type Int32Model = NIntModel<Int32>;
+
+impl NIntKind for Int32 {
+    fn get_int_type(ctx: &Context) -> IntType<'_> {
+        ctx.i32_type()
+    }
+
+    fn get_bit_width() -> u32 {
+        32
+    }
+}
+
+#[derive(Debug, Clone, Copy, Default)]
+pub struct Int64;
+pub type Int64Model = NIntModel<Int64>;
+
+impl NIntKind for Int64 {
+    fn get_int_type(ctx: &Context) -> IntType<'_> {
+        ctx.i64_type()
+    }
+
+    fn get_bit_width() -> u32 {
+        64
+    }
+}
+
+/// A [`Model`] representing an [`IntType<'ctx>`] of a specified bit width.
+///
+/// Also see [`IntModel`], which is less constrained than [`NIntModel`],
+/// but enables one to handle dynamic [`IntType<'ctx>`] at runtime.
+#[derive(Debug, Clone, Copy, Default)]
+pub struct NIntModel<T: NIntKind>(pub T);
+
+impl<'ctx, T: NIntKind> CanCheckLLVMType<'ctx> for NIntModel<T> {
+    fn check_llvm_type_impl(
+        &self,
+        ctx: &'ctx Context,
+        ty: BasicTypeEnum<'ctx>,
+    ) -> Result<(), String> {
+        check_int_llvm_type(ty, T::get_int_type(ctx))
+    }
+}
+
+impl<'ctx, T: NIntKind> Model<'ctx> for NIntModel<T> {
+    type Value = NInt<'ctx, T>;
+
+    fn get_llvm_type(&self, ctx: &'ctx Context) -> BasicTypeEnum<'ctx> {
+        T::get_int_type(ctx).as_basic_type_enum()
+    }
+
+    fn review_value<V: BasicValue<'ctx>>(
+        &self,
+        ctx: &'ctx Context,
+        value: V,
+    ) -> Result<Self::Value, String> {
+        let value = review_int_llvm_value(value.as_basic_value_enum(), T::get_int_type(ctx))?;
+        Ok(NInt { kind: self.0, value })
+    }
+}
+
+impl<T: NIntKind> NIntModel<T> {
+    /// "Demote" this [`NIntModel<T>`] to an [`IntModel`].
+    ///
+    /// Information about the [`NIntKind`] will be lost.
+    pub fn to_int_model(self, ctx: &Context) -> IntModel<'_> {
+        IntModel(T::get_int_type(ctx))
+    }
+
+    /// Create an unsigned constant of this [`NIntModel`].
+    pub fn constant<'ctx>(&self, ctx: &'ctx Context, value: u64) -> NInt<'ctx, T> {
+        NInt { kind: self.0, value: T::get_int_type(ctx).const_int(value, false) }
+    }
+}
+
+/// A value of [`NIntModel<'ctx>`]
+#[derive(Debug, Clone, Copy)]
+pub struct NInt<'ctx, T: NIntKind> {
+    /// The [`NIntKind`] marker of this [`NInt`]
+    pub kind: T,
+    /// The LLVM value of this [`NInt`].
+    pub value: IntValue<'ctx>,
+}
+
+impl<'ctx, T: NIntKind> ModelValue<'ctx> for NInt<'ctx, T> {
+    fn get_llvm_value(&self) -> BasicValueEnum<'ctx> {
+        self.value.as_basic_value_enum()
+    }
+}
+
+impl<'ctx, T: NIntKind> NInt<'ctx, T> {
+    /// "Demote" this [`NInt<T>`] to an [`Int`].
+    ///
+    /// Information about the [`NIntKind`] will be lost.
+    pub fn to_int(self) -> Int<'ctx> {
+        Int(self.value)
+    }
+}

nac3core/src/codegen/model/function_builder.rs

@@ -0,0 +1,62 @@
+use inkwell::{
+    types::{BasicMetadataTypeEnum, BasicType},
+    values::{AnyValue, BasicMetadataValueEnum, BasicValueEnum},
+};
+
+use crate::codegen::{model::*, CodeGenContext};
+
+// TODO: Variadic argument?
+pub struct FunctionBuilder<'ctx, 'a> {
+    ctx: &'a CodeGenContext<'ctx, 'a>,
+    fn_name: &'a str,
+    arguments: Vec<(BasicMetadataTypeEnum<'ctx>, BasicMetadataValueEnum<'ctx>)>,
+}
+
+impl<'ctx, 'a> FunctionBuilder<'ctx, 'a> {
+    pub fn begin(ctx: &'a CodeGenContext<'ctx, 'a>, fn_name: &'a str) -> Self {
+        FunctionBuilder { ctx, fn_name, arguments: Vec::new() }
+    }
+
+    // NOTE: `_name` is for self-documentation
+    #[must_use]
+    pub fn arg<M: Model<'ctx>>(mut self, _name: &'static str, model: M, value: M::Value) -> Self {
+        model.check_value(self.ctx.ctx, value).unwrap(); // Panics if the passed `value` has the incorrect type.
+
+        self.arguments
+            .push((model.get_llvm_type(self.ctx.ctx).into(), value.get_llvm_value().into()));
+        self
+    }
+
+    pub fn returning<M: Model<'ctx>>(self, name: &'static str, return_model: M) -> M::Value {
+        let (param_tys, param_vals): (Vec<_>, Vec<_>) = self.arguments.into_iter().unzip();
+
+        // Get the LLVM function, create (by declaring) the function if it doesn't exist in `ctx.module`.
+        let function = self.ctx.module.get_function(self.fn_name).unwrap_or_else(|| {
+            let return_type = return_model.get_llvm_type(self.ctx.ctx);
+            let fn_type = return_type.fn_type(&param_tys, false);
+            self.ctx.module.add_function(self.fn_name, fn_type, None)
+        });
+
+        // Build call
+        let ret = self.ctx.builder.build_call(function, &param_vals, name).unwrap();
+
+        // Check the return value/type
+        let Ok(ret) = BasicValueEnum::try_from(ret.as_any_value_enum()) else {
+            panic!("Return type is not a BasicValue");
+        };
+        return_model.review_value(self.ctx.ctx, ret).unwrap()
+    }
+
+    // TODO: Code duplication, but otherwise returning<S: Optic<'ctx>> cannot resolve S if return_optic = None
+    pub fn returning_void(self) {
+        let (param_tys, param_vals): (Vec<_>, Vec<_>) = self.arguments.into_iter().unzip();
+
+        let function = self.ctx.module.get_function(self.fn_name).unwrap_or_else(|| {
+            let return_type = self.ctx.ctx.void_type();
+            let fn_type = return_type.fn_type(&param_tys, false);
+            self.ctx.module.add_function(self.fn_name, fn_type, None)
+        });
+
+        self.ctx.builder.build_call(function, &param_vals, "").unwrap();
+    }
+}

nac3core/src/codegen/model/int.rs

@@ -0,0 +1,83 @@
+use inkwell::{
+    context::Context,
+    types::{BasicType, BasicTypeEnum, IntType},
+    values::{BasicValue, BasicValueEnum, IntValue},
+};
+
+use crate::codegen::{model::int_util::review_int_llvm_value, CodeGenContext};
+
+use super::{core::*, int_util::check_int_llvm_type};
+
+/// A model representing an [`IntType<'ctx>`].
+///
+/// Also see [`NIntModel`], which is more constrained than [`IntModel`]
+/// but provides more type-safe mechanisms and even auto-derivation of [`BasicTypeEnum<'ctx>`]
+/// for creating LLVM structures.
+#[derive(Debug, Clone, Copy)]
+pub struct IntModel<'ctx>(pub IntType<'ctx>);
+
+impl<'ctx> CanCheckLLVMType<'ctx> for IntModel<'ctx> {
+    fn check_llvm_type_impl(
+        &self,
+        _ctx: &'ctx Context,
+        ty: BasicTypeEnum<'ctx>,
+    ) -> Result<(), String> {
+        check_int_llvm_type(ty, self.0)
+    }
+}
+
+impl<'ctx> Model<'ctx> for IntModel<'ctx> {
+    type Value = Int<'ctx>;
+
+    fn get_llvm_type(&self, _ctx: &'ctx Context) -> BasicTypeEnum<'ctx> {
+        self.0.as_basic_type_enum()
+    }
+
+    fn review_value<V: BasicValue<'ctx>>(
+        &self,
+        _ctx: &'ctx Context,
+        value: V,
+    ) -> Result<Self::Value, String> {
+        review_int_llvm_value(value.as_basic_value_enum(), self.0).map(Int)
+    }
+}
+
+impl<'ctx> IntModel<'ctx> {
+    /// Create a constant value that inhabits this [`IntModel<'ctx>`].
+    #[must_use]
+    pub fn constant(&self, value: u64) -> Int<'ctx> {
+        Int(self.0.const_int(value, false))
+    }
+
+    /// Check if `other` is fully compatible with this [`IntModel<'ctx>`].
+    ///
+    /// This simply checks if the underlying [`IntType<'ctx>`] has
+    /// the same number of bits.
+    #[must_use]
+    pub fn same_as(&self, other: IntModel<'ctx>) -> bool {
+        // TODO: or `self.0 == other.0` would also work?
+        self.0.get_bit_width() == other.0.get_bit_width()
+    }
+}
+
+/// An inhabitant of an [`IntModel<'ctx>`]
+#[derive(Debug, Clone, Copy)]
+pub struct Int<'ctx>(pub IntValue<'ctx>);
+
+impl<'ctx> ModelValue<'ctx> for Int<'ctx> {
+    fn get_llvm_value(&self) -> BasicValueEnum<'ctx> {
+        self.0.as_basic_value_enum()
+    }
+}
+
+impl<'ctx> Int<'ctx> {
+    #[must_use]
+    pub fn signed_cast_to_int(
+        self,
+        ctx: &CodeGenContext<'ctx, '_>,
+        target_int: IntModel<'ctx>,
+        name: &str,
+    ) -> Int<'ctx> {
+        Int(ctx.builder.build_int_s_extend_or_bit_cast(self.0, target_int.0, name).unwrap())
+    }
+}

nac3core/src/codegen/model/int_util.rs

@@ -0,0 +1,39 @@
+use inkwell::{
+    types::{BasicType, BasicTypeEnum, IntType},
+    values::{BasicValueEnum, IntValue},
+};
+
+/// Helper function to check if `scrutinee` is the same as `expected_int_type`
+pub fn check_int_llvm_type<'ctx>(
+    ty: BasicTypeEnum<'ctx>,
+    expected_int_type: IntType<'ctx>,
+) -> Result<(), String> {
+    // Check if llvm_type is int type
+    let BasicTypeEnum::IntType(ty) = ty else {
+        return Err(format!("Expecting an int type but got {ty:?}"));
+    };
+
+    // Check bit width
+    if ty.get_bit_width() != expected_int_type.get_bit_width() {
+        return Err(format!(
+            "Expecting an int type of {}-bit(s) but got int type {}-bit(s)",
+            expected_int_type.get_bit_width(),
+            ty.get_bit_width()
+        ));
+    }
+
+    Ok(())
+}
+
+/// Helper function to cast `scrutinee` is into an [`IntValue<'ctx>`].
+/// The LLVM type of `scrutinee` will be checked with [`check_int_llvm_type`].
+pub fn review_int_llvm_value<'ctx>(
+    value: BasicValueEnum<'ctx>,
+    expected_int_type: IntType<'ctx>,
+) -> Result<IntValue<'ctx>, String> {
+    // Check if value is of int type, error if that is anything else
+    check_int_llvm_type(value.get_type().as_basic_type_enum(), expected_int_type)?;
+
+    // Ok, it is must be an int
+    Ok(value.into_int_value())
+}

nac3core/src/codegen/model/mod.rs

@@ -0,0 +1,18 @@
+pub mod core;
+pub mod fixed_int;
+pub mod function_builder;
+pub mod int;
+mod int_util;
+pub mod opaque;
+pub mod pointer;
+pub mod slice;
+pub mod structure;
+
+pub use core::*;
+pub use fixed_int::*;
+pub use function_builder::*;
+pub use int::*;
+pub use opaque::*;
+pub use pointer::*;
+pub use slice::*;
+pub use structure::*;

nac3core/src/codegen/model/opaque.rs

@@ -0,0 +1,57 @@
+use inkwell::{
+    context::Context,
+    types::BasicTypeEnum,
+    values::{BasicValue, BasicValueEnum},
+};
+
+use super::*;
+
+/// A [`Model`] that holds an arbitrary [`BasicTypeEnum`].
+///
+/// Use this and [`Opaque`] when you are dealing with a [`BasicTypeEnum<'ctx>`]
+/// at runtime and there is no way to abstract your implementation
+/// with [`Model`].
+#[derive(Debug, Clone, Copy)]
+pub struct OpaqueModel<'ctx>(pub BasicTypeEnum<'ctx>);
+
+impl<'ctx> CanCheckLLVMType<'ctx> for OpaqueModel<'ctx> {
+    fn check_llvm_type_impl(
+        &self,
+        _ctx: &'ctx Context,
+        ty: BasicTypeEnum<'ctx>,
+    ) -> Result<(), String> {
+        if ty == self.0 {
+            Ok(())
+        } else {
+            Err(format!("Expecting {}, but got {}", self.0, ty))
+        }
+    }
+}
+
+impl<'ctx> Model<'ctx> for OpaqueModel<'ctx> {
+    type Value = Opaque<'ctx>;
+
+    fn get_llvm_type(&self, _ctx: &'ctx Context) -> BasicTypeEnum<'ctx> {
+        self.0
+    }
+
+    fn review_value<V: BasicValue<'ctx>>(
+        &self,
+        ctx: &'ctx Context,
+        value: V,
+    ) -> Result<Self::Value, String> {
+        let value = value.as_basic_value_enum();
+        self.check_llvm_type(ctx, value.get_type())?;
+        Ok(Opaque(value))
+    }
+}
+
+/// A value of [`OpaqueModel`]
+#[derive(Debug, Clone, Copy)]
+pub struct Opaque<'ctx>(pub BasicValueEnum<'ctx>);
+
+impl<'ctx> ModelValue<'ctx> for Opaque<'ctx> {
+    fn get_llvm_value(&self) -> BasicValueEnum<'ctx> {
+        self.0
+    }
+}

nac3core/src/codegen/model/pointer.rs

@@ -0,0 +1,94 @@
+use inkwell::{
+    context::Context,
+    types::{BasicType, BasicTypeEnum},
+    values::{BasicValue, BasicValueEnum, PointerValue},
+    AddressSpace,
+};
+
+use crate::codegen::CodeGenContext;
+
+use super::{core::*, OpaqueModel};
+
+/// A [`Model<'ctx>`] representing an LLVM [`PointerType<'ctx>`]
+/// with *full* information on the element u
+///
+/// [`self.0`] contains [`Model<'ctx>`] that represents the
+/// LLVM type of element of the [`PointerType<'ctx>`] is pointing at
+/// (like `PointerType<'ctx>::get_element_type()`, but abstracted as a [`Model<'ctx>`]).
+#[derive(Debug, Clone, Copy, Default)]
+pub struct PointerModel<E>(pub E);
+
+impl<'ctx, E: Model<'ctx>> CanCheckLLVMType<'ctx> for PointerModel<E> {
+    fn check_llvm_type_impl(
+        &self,
+        ctx: &'ctx Context,
+        ty: BasicTypeEnum<'ctx>,
+    ) -> Result<(), String> {
+        // Check if scrutinee is even a PointerValue
+        let BasicTypeEnum::PointerType(ty) = ty else {
+            return Err(format!("Expecting a pointer value, but got {ty:?}"));
+        };
+
+        // Check the type of what the pointer is pointing at
+        // TODO: This will be deprecated by inkwell > llvm14 because `get_element_type()` will be gone
+        let Ok(element_ty) = BasicTypeEnum::try_from(ty.get_element_type()) else {
+            return Err(format!(
+                "Expecting pointer to point to an inkwell BasicValue, but got {ty:?}"
+            ));
+        };
+
+        self.0.check_llvm_type(ctx, element_ty) // TODO: Include backtrace?
+    }
+}
+
+impl<'ctx, E: Model<'ctx>> Model<'ctx> for PointerModel<E> {
+    type Value = Pointer<'ctx, E>;
+
+    fn get_llvm_type(&self, ctx: &'ctx Context) -> BasicTypeEnum<'ctx> {
+        self.0.get_llvm_type(ctx).ptr_type(AddressSpace::default()).as_basic_type_enum()
+    }
+
+    fn review_value<V: BasicValue<'ctx>>(
+        &self,
+        ctx: &'ctx Context,
+        value: V,
+    ) -> Result<Self::Value, String> {
+        let value = value.as_basic_value_enum();
+
+        self.check_llvm_type(ctx, value.get_type())?;
+
+        // TODO: Check get_element_type(). For inkwell LLVM 14 at least...
+        Ok(Pointer { element: self.0, value: value.into_pointer_value() })
+    }
+}
+
+/// An inhabitant of [`PointerModel<E>`]
+#[derive(Debug, Clone, Copy)]
+pub struct Pointer<'ctx, E: Model<'ctx>> {
+    pub element: E,
+    pub value: PointerValue<'ctx>,
+}
+
+impl<'ctx, E: Model<'ctx>> ModelValue<'ctx> for Pointer<'ctx, E> {
+    fn get_llvm_value(&self) -> BasicValueEnum<'ctx> {
+        self.value.as_basic_value_enum()
+    }
+}
+
+impl<'ctx, E: Model<'ctx>> Pointer<'ctx, E> {
+    /// Build an instruction to store a value into this pointer
+    pub fn store(&self, ctx: &CodeGenContext<'ctx, '_>, val: E::Value) {
+        ctx.builder.build_store(self.value, val.get_llvm_value()).unwrap();
+    }
+
+    /// Build an instruction to load a value from this pointer
+    pub fn load(&self, ctx: &CodeGenContext<'ctx, '_>, name: &str) -> E::Value {
+        let val = ctx.builder.build_load(self.value, name).unwrap();
+        self.element.review_value(ctx.ctx, val).unwrap() // If unwrap() panics, there is a logic error in your code.
+    }
+
+    /// "Demote" the [`Model`] of the thing this pointer is pointing at.
+    pub fn to_opaque(self, ctx: &'ctx Context) -> Pointer<'ctx, OpaqueModel<'ctx>> {
+        Pointer { element: OpaqueModel(self.element.get_llvm_type(ctx)), value: self.value }
+    }
+}

nac3core/src/codegen/model/slice.rs

@@ -0,0 +1,87 @@
+use crate::codegen::{CodeGenContext, CodeGenerator};
+
+use super::{Int, Model, Pointer};
+
+/// An LLVM "slice" - literally just a pointer and a length value.
+/// The pointer points to a location with `num_elements` **contiguously** placed
+/// values of [`E`][`Model<ctx>`] in memory.
+///
+/// NOTE: This is NOT a [`Model`]! This is simply a helper
+/// structure to aggregate a length value and a pointer together.
+pub struct ArraySlice<'ctx, E: Model<'ctx>> {
+    pub pointer: Pointer<'ctx, E>,
+    pub num_elements: Int<'ctx>,
+}
+
+impl<'ctx, E: Model<'ctx>> ArraySlice<'ctx, E> {
+    /// Get the `idx`-nth element of this [`ArraySlice`],
+    /// but doesn't do an assertion to see if `idx` is
+    /// out of bounds or not.
+    ///
+    /// Also see [`ArraySlice::ix`].
+    pub fn ix_unchecked(
+        &self,
+        ctx: &CodeGenContext<'ctx, '_>,
+        idx: Int<'ctx>,
+        name: &str,
+    ) -> Pointer<'ctx, E> {
+        let element_addr =
+            unsafe { ctx.builder.build_in_bounds_gep(self.pointer.value, &[idx.0], name).unwrap() };
+        Pointer { value: element_addr, element: self.pointer.element }
+    }
+
+    /// Call [`ArraySlice::ix_unchecked`], but
+    /// checks if `idx` is in bounds, otherwise
+    /// a runtime `IndexError` will be thrown.
+    pub fn ix<G: CodeGenerator + ?Sized>(
+        &self,
+        generator: &mut G,
+        ctx: &mut CodeGenContext<'ctx, '_>,
+        idx: Int<'ctx>,
+        name: &str,
+    ) -> Pointer<'ctx, E> {
+        let int_type = self.num_elements.0.get_type(); // NOTE: Weird get_type(), see comment under `trait Ixed`
+
+        assert_eq!(int_type.get_bit_width(), idx.0.get_type().get_bit_width()); // Might as well check bit width to catch bugs
+
+        // TODO: SGE or UGE? or make it defined by the implementee?
+
+        // Check `0 <= index`
+        let lower_bounded = ctx
+            .builder
+            .build_int_compare(
+                inkwell::IntPredicate::SLE,
+                int_type.const_zero(),
+                idx.0,
+                "lower_bounded",
+            )
+            .unwrap();
+
+        // Check `index < num_elements`
+        let upper_bounded = ctx
+            .builder
+            .build_int_compare(
+                inkwell::IntPredicate::SLT,
+                idx.0,
+                self.num_elements.0,
+                "upper_bounded",
+            )
+            .unwrap();
+
+        // Compute `0 <= index && index < num_elements`
+        let bounded = ctx.builder.build_and(lower_bounded, upper_bounded, "bounded").unwrap();
+
+        // Assert `bounded`
+        ctx.make_assert(
+            generator,
+            bounded,
+            "0:IndexError",
+            "nac3core LLVM codegen attempting to access out of bounds array index {0}. Must satisfy 0 <= index < {2}",
+            [ Some(idx.0), Some(self.num_elements.0), None],
+            ctx.current_loc
+        );
+
+        // ...and finally do indexing
+        self.ix_unchecked(ctx, idx, name)
+    }
+}

nac3core/src/codegen/model/structure.rs

@@ -0,0 +1,396 @@
+use inkwell::{
+    context::Context,
+    types::{BasicType, BasicTypeEnum, StructType},
+    values::{BasicValue, BasicValueEnum, StructValue},
+};
+use itertools::{izip, Itertools};
+
+use crate::codegen::CodeGenContext;
+
+use super::{core::CanCheckLLVMType, Model, ModelValue, Pointer};
+
+/// An LLVM struct's "field".
+#[derive(Debug, Clone, Copy)]
+pub struct Field<E> {
+    /// The GEP index of the field.
+    pub gep_index: u64,
+
+    /// The name of this field. Generally named
+    /// to how the field is named in ARTIQ or IRRT.
+    ///
+    /// NOTE: This is only used for debugging.
+    pub name: &'static str,
+
+    /// The [`Model`] of the field.
+    pub element: E,
+}
+
+// A helper struct for [`FieldBuilder`]
+struct FieldLLVM<'ctx> {
+    gep_index: u64,
+    name: &'ctx str,
+
+    // Only CanCheckLLVMType is needed, dont use `Model<'ctx>`
+    llvm_type_model: Box<dyn CanCheckLLVMType<'ctx> + 'ctx>,
+    llvm_type: BasicTypeEnum<'ctx>,
+}
+
+/// A helper struct to create [`Field`]-s in [`StructKind::build_fields`].
+///
+/// See [`StructKind`] for more details and see how [`FieldBuilder`] is put
+/// into action.
+pub struct FieldBuilder<'ctx> {
+    /// The [`Context`] this [`FieldBuilder`] is under.
+    ///
+    /// Can be used in [`StructKind::build_fields`].
+    /// See [`StructKind`] for more details and see how [`FieldBuilder`] is put
+    /// into action.
+    pub ctx: &'ctx Context,
+
+    /// An incrementing counter for GEP indices when
+    /// doing [`FieldBuilder::add_field`] or [`FieldBuilder::add_field_auto`].
+    gep_index_counter: u64,
+
+    /// Name of the `struct` this [`FieldBuilder`] is currently
+    /// building.
+    ///
+    /// NOTE: This is only used for debugging.
+    struct_name: &'ctx str,
+
+    /// The fields added so far.
+    fields: Vec<FieldLLVM<'ctx>>,
+}
+
+impl<'ctx> FieldBuilder<'ctx> {
+    #[must_use]
+    pub fn new(ctx: &'ctx Context, struct_name: &'ctx str) -> Self {
+        FieldBuilder { ctx, gep_index_counter: 0, struct_name, fields: Vec::new() }
+    }
+
+    fn next_gep_index(&mut self) -> u64 {
+        let index = self.gep_index_counter;
+        self.gep_index_counter += 1;
+        index
+    }
+
+    /// Add a new field.
+    ///
+    /// - `name`: The name of the field. See [`Field::name`].
+    /// - `element`: The [`Model`] of the type of the field. See [`Field::element`].
+    pub fn add_field<E: Model<'ctx> + 'ctx>(&mut self, name: &'static str, element: E) -> Field<E> {
+        let gep_index = self.next_gep_index();
+
+        self.fields.push(FieldLLVM {
+            gep_index,
+            name,
+            llvm_type: element.get_llvm_type(self.ctx),
+            llvm_type_model: Box::new(element),
+        });
+
+        Field { gep_index, name, element }
+    }
+
+    /// Like [`FieldBuilder::add_field`] but `element` can be **automatically derived**
+    /// if it has the `Default` instance.
+    ///
+    /// Certain [`Model`] has a [`Default`] trait - [`Model`]s that are just singletons,
+    /// By deriving the [`Default`] trait on those [`Model`]s, Rust could automatically
+    /// construct the [`Model`] with [`Default::default`].
+    ///
+    /// This function is equivalent to
+    /// ```ignore
+    /// self.add_field(name, E::default())
+    /// ```
+    pub fn add_field_auto<E: Model<'ctx> + Default + 'ctx>(
+        &mut self,
+        name: &'static str,
+    ) -> Field<E> {
+        self.add_field(name, E::default())
+    }
+}
+
+/// A marker trait to mark singleton struct that
+/// describes a particular LLVM structure.
+///
+/// It is a powerful inkwell abstraction that can reduce
+/// a lot of inkwell boilerplate when dealing with LLVM structs,
+/// `getelementptr`, `load`-ing and `store`-ing fields.
+///
+/// ### Usage
+pub trait StructKind<'ctx>: Clone + Copy {
+    /// The type of the Rust `struct` that holds all the fields of this LLVM struct.
+    type Fields;
+
+    // TODO:
+    /// The name of this [`StructKind`].
+    ///
+    /// The name should be the name of in
+    /// IRRT's `struct` or ARTIQ's definition.
+    fn struct_name(&self) -> &'static str;
+
+    /// Define the [`Field`]s of this [`StructKind`]
+    ///
+    ///
+    /// ### Syntax
+    ///
+    /// Suppose you want to define the following C++ `struct`s in `nac3core`:
+    /// ```cpp
+    /// template <typename SizeT>
+    /// struct Str {
+    ///     uint8_t* content; // NOTE: could be `void *`
+    ///     SizeT length;
+    /// }
+    ///
+    /// template <typename SizeT>
+    /// struct Exception {
+    ///     uint32_t id;
+    ///     Str message;
+    ///     uint64_t param0;
+    ///     uint64_t param1;
+    ///     uint64_t param2;
+    /// }
+    /// ```
+    ///
+    /// You write this in nac3core:
+    /// ```ignore
+    /// struct Str<'ctx> {
+    ///     sizet: IntModel<'ctx>,
+    /// }
+    ///
+    /// struct StrFields<'ctx> {
+    ///     content: Field<PointerModel<ByteModel>>, // equivalent to `NIntModel<Byte>`.
+    ///     length: Field<IntModel<'ctx>>, // `SizeT` is only known in runtime - `CodeGenerator::get_size_type()`.  /// }
+    /// }
+    ///
+    /// impl StructKind<'ctx> for Str<'ctx> {
+    ///     fn struct_name() {
+    ///         "Str"
+    ///     }
+    ///
+    ///     fn build_fields(&self, builder: &mut FieldBuilder<'ctx>) -> Self::Fields {
+    ///         // THE order of `builder.add_field*` is IMPORTANT!!!
+    ///         // so the GEP indices would be correct.
+    ///         StrFields {
+    ///             content: builder.add_field_auto("content"), // `PointerModel<ByteModel>` has `Default` trait.
+    ///             length: builder.add_field("length", IntModel(self.sizet)), // `PointerModel<ByteModel>` has `Default` trait.
+    ///         }
+    ///     }
+    /// }
+    ///
+    /// struct Exception<'ctx> {
+    ///     sizet: IntModel<'ctx>,
+    /// }
+    ///
+    /// struct ExceptionFields<'ctx> {
+    ///     id: Field<NIntModel<Int32>>,
+    ///     message: Field<StructModel<Str>>,
+    ///     param0: Field<NIntModel<Int64>>,
+    ///     param1: Field<NIntModel<Int64>>,
+    ///     param2: Field<NIntModel<Int64>>,
+    /// }
+    ///
+    /// impl StructKind<'ctx> for Exception<'ctx> {
+    ///     fn struct_name() {
+    ///         "Exception"
+    ///     }
+    ///
+    ///     fn build_fields(&self, builder: &mut FieldBuilder<'ctx>) -> Self::Fields {
+    ///         // THE order of `builder.add_field*` is IMPORTANT!!!
+    ///         // so the GEP indices would be correct.
+    ///         ExceptionFields {
+    ///             id: builder.add_field_auto("content"), // `NIntModel<Int32>` has `Default` trait.
+    ///             message: builder.add_field("message", StructModel(Str { sizet: self.sizet })),
+    ///             param0: builder.add_field_auto("param0"), // has `Default` trait
+    ///             param1: builder.add_field_auto("param1"), // has `Default` trait
+    ///             param2: builder.add_field_auto("param2"), // has `Default` trait
+    ///         }
+    ///     }
+    /// }
+    /// ```
+    ///
+    /// Then to `alloca` an `Exception`, do this:
+    /// ```ignore
+    /// let generator: dyn CodeGenerator<'ctx>;
+    /// let ctx: &CodeGenContext<'ctx, '_>;
+    /// let sizet = generator.get_size_type();
+    /// let exn_model = StructModel(Exception { sizet });
+    /// let exn = exn_model.alloca(ctx, "my_exception"); // Every [`Model<'ctx>`] has an `.alloca()` function.
+    /// // exn: Pointer<'ctx, StructModel<Exception>>
+    /// ```
+    ///
+    /// NOTE: In fact, it is possible to define `Str` and `Exception` like this:
+    /// ```ignore
+    /// struct Str<SizeT: NIntModel> {
+    ///     _phantom: PhantomData<SizeT>,
+    /// }
+    ///
+    /// struct Exception<T: NIntModel> {
+    ///     _phantom: PhantomData<SizeT>,
+    /// }
+    /// ```
+    /// But issues arise by you don't know the nac3core
+    /// `CodeGenerator`'s `get_size_type()` before hand.
+    fn build_fields(&self, builder: &mut FieldBuilder<'ctx>) -> Self::Fields;
+}
+
+/// A [`Model<'ctx>`] that represents an LLVM struct.
+///
+/// `self.0` contains a [`IsStruct<'ctx>`] that gives the details of the LLVM struct.
+#[derive(Debug, Clone, Copy, Default)]
+pub struct StructModel<S>(pub S);
+
+impl<'ctx, S: StructKind<'ctx>> CanCheckLLVMType<'ctx> for StructModel<S> {
+    fn check_llvm_type_impl(
+        &self,
+        ctx: &'ctx Context,
+        ty: BasicTypeEnum<'ctx>,
+    ) -> Result<(), String> {
+        // Check if scrutinee is even a struct type
+        let BasicTypeEnum::StructType(ty) = ty else {
+            return Err(format!("Expecting a struct type, but got {ty:?}"));
+        };
+
+        // Ok. now check the struct type thoroughly
+        self.check_struct_type(ctx, ty)
+    }
+}
+
+impl<'ctx, S: StructKind<'ctx>> Model<'ctx> for StructModel<S> {
+    type Value = Struct<'ctx, S>;
+
+    fn get_llvm_type(&self, ctx: &'ctx Context) -> BasicTypeEnum<'ctx> {
+        self.get_struct_type(ctx).as_basic_type_enum()
+    }
+
+    fn review_value<V: BasicValue<'ctx>>(
+        &self,
+        ctx: &'ctx Context,
+        value: V,
+    ) -> Result<Self::Value, String> {
+        let value = value.as_basic_value_enum();
+
+        // Check that `value` is not some bogus values or an incorrect StructValue
+        self.check_llvm_type(ctx, value.get_type())?;
+
+        Ok(Struct { kind: self.0, value: value.into_struct_value() })
+    }
+}
+
+impl<'ctx, S: StructKind<'ctx>> StructModel<S> {
+    /// Get the [`S::Fields`] of this [`StructModel`].
+    pub fn get_fields(&self, ctx: &'ctx Context) -> S::Fields {
+        let mut builder = FieldBuilder::new(ctx, self.0.struct_name());
+        self.0.build_fields(&mut builder)
+    }
+
+    /// Get the LLVM struct type this [`IsStruct<'ctx>`] is representing.
+    pub fn get_struct_type(&self, ctx: &'ctx Context) -> StructType<'ctx> {
+        let mut builder = FieldBuilder::new(ctx, self.0.struct_name());
+        self.0.build_fields(&mut builder); // Self::Fields is discarded
+
+        let field_types = builder.fields.iter().map(|f| f.llvm_type).collect_vec();
+        ctx.struct_type(&field_types, false)
+    }
+
+    /// Check if `scrutinee` matches the [`StructType<'ctx>`] this [`IsStruct<'ctx>`] is representing.
+    pub fn check_struct_type(
+        &self,
+        ctx: &'ctx Context,
+        scrutinee: StructType<'ctx>,
+    ) -> Result<(), String> {
+        // Details about scrutinee
+        let scrutinee_field_types = scrutinee.get_field_types();
+
+        // Details about the defined specifications of this struct
+        // We will access them through builder
+        let mut builder = FieldBuilder::new(ctx, self.0.struct_name());
+        self.0.build_fields(&mut builder);
+
+        // Check # of fields
+        if builder.fields.len() != scrutinee_field_types.len() {
+            return Err(format!(
+                "Expecting struct to have {} field(s), but scrutinee has {} field(s)",
+                builder.fields.len(),
+                scrutinee_field_types.len()
+            ));
+        }
+
+        // Check the types of each field
+        // TODO: Traceback?
+        for (f, scrutinee_field_type) in izip!(builder.fields, scrutinee_field_types) {
+            f.llvm_type_model
+                .check_llvm_type_impl(ctx, scrutinee_field_type.as_basic_type_enum())?;
+        }
+
+        Ok(())
+    }
+}
+
+/// A value of [`StructModel<S>`] of a particular [`StructKind`].
+#[derive(Debug, Clone, Copy)]
+pub struct Struct<'ctx, S> {
+    pub kind: S,
+    pub value: StructValue<'ctx>,
+}
+
+impl<'ctx, S: StructKind<'ctx>> ModelValue<'ctx> for Struct<'ctx, S> {
+    fn get_llvm_value(&self) -> BasicValueEnum<'ctx> {
+        self.value.as_basic_value_enum()
+    }
+}
+
+impl<'ctx, S: StructKind<'ctx>> Pointer<'ctx, StructModel<S>> {
+    /// Build an instruction that does `getelementptr` on an LLVM structure referenced by this pointer.
+    ///
+    /// This provides a nice syntax to chain up `getelementptr` in an intuitive and type-safe way:
+    ///
+    /// ```ignore
+    /// let ctx: &CodeGenContext<'ctx, '_>;
+    /// let ndarray: Pointer<'ctx, StructModel<NpArray<'ctx>>>;
+    /// ndarray.gep(ctx, |f| f.ndims).store();
+    /// ```
+    ///
+    /// You might even write chains `gep`, i.e.,
+    /// ```ignore
+    /// let exn_ptr: Pointer<'ctx, StructModel<Exception>>;
+    /// let value: Int<'ctx>; // Suppose it has the correct inkwell `IntType<'ctx>`.
+    ///
+    /// // To do `exn.message.length = value`:
+    /// let exn_message_ptr = exn_ptr.gep(ctx, |f| f.message);
+    /// let exn_message_length_ptr = exn_message_ptr.gep(ctx, |f| f.length);
+    /// exn_message_length_ptr.store(ctx, my_value);
+    ///
+    /// // or simply:
+    /// exn_ptr
+    ///     .gep(ctx, |f| f.message)
+    ///     .gep(ctx, |f| f.length)
+    ///     .store(ctx, my_value) // Equivalent to `my_struct.thing1.value = my_value`
+    /// ```
+    pub fn gep<E, GetFieldFn>(
+        &self,
+        ctx: &CodeGenContext<'ctx, '_>,
+        get_field: GetFieldFn,
+    ) -> Pointer<'ctx, E>
+    where
+        E: Model<'ctx>,
+        GetFieldFn: FnOnce(S::Fields) -> Field<E>,
+    {
+        let fields = self.element.get_fields(ctx.ctx);
+        let field = get_field(fields);
+
+        // TODO: I think I'm not supposed to *just* use i32 for GEP like that
+        let llvm_i32 = ctx.ctx.i32_type();
+
+        let ptr = unsafe {
+            ctx.builder
+                .build_in_bounds_gep(
+                    self.value,
+                    &[llvm_i32.const_zero(), llvm_i32.const_int(field.gep_index, false)],
+                    field.name,
+                )
+                .unwrap()
+        };
+
+        Pointer { element: field.element, value: ptr }
+    }
+}

nac3core/src/lib.rs

@@ -23,3 +23,4 @@ pub mod codegen;
 pub mod symbol_resolver;
 pub mod toplevel;
 pub mod typecheck;
+pub(crate) mod util;

nac3core/src/toplevel/builtins.rs

@@ -23,6 +23,7 @@ use crate::{
     symbol_resolver::SymbolValue,
     toplevel::{helper::PrimDef, numpy::make_ndarray_ty},
     typecheck::typedef::{into_var_map, iter_type_vars, TypeVar, VarMap},
+    util::SizeVariant,
 };
 
 use super::*;
@@ -278,19 +279,10 @@ pub fn get_builtins(unifier: &mut Unifier, primitives: &PrimitiveStore) -> Built
         .collect()
 }
 
-/// A helper enum used by [`BuiltinBuilder`]
+fn get_size_variant_of_int(size_variant: SizeVariant, primitives: &PrimitiveStore) -> Type {
-#[derive(Clone, Copy)]
+    match size_variant {
-enum SizeVariant {
+        SizeVariant::Bits32 => primitives.int32,
-    Bits32,
+        SizeVariant::Bits64 => primitives.int64,
-    Bits64,
-}
-
-impl SizeVariant {
-    fn of_int(self, primitives: &PrimitiveStore) -> Type {
-        match self {
-            SizeVariant::Bits32 => primitives.int32,
-            SizeVariant::Bits64 => primitives.int64,
-        }
     }
 }
 
@@ -1061,7 +1053,7 @@ impl<'a> BuiltinBuilder<'a> {
         );
 
         // The size variant of the function determines the size of the returned int.
-        let int_sized = size_variant.of_int(self.primitives);
+        let int_sized = get_size_variant_of_int(size_variant, self.primitives);
 
         let ndarray_int_sized =
             make_ndarray_ty(self.unifier, self.primitives, Some(int_sized), Some(common_ndim.ty));
@@ -1086,7 +1078,7 @@ impl<'a> BuiltinBuilder<'a> {
                 let arg_ty = fun.0.args[0].ty;
                 let arg = args[0].1.clone().to_basic_value_enum(ctx, generator, arg_ty)?;
 
-                let ret_elem_ty = size_variant.of_int(&ctx.primitives);
+                let ret_elem_ty = get_size_variant_of_int(size_variant, &ctx.primitives);
                 Ok(Some(builtin_fns::call_round(generator, ctx, (arg_ty, arg), ret_elem_ty)?))
             }),
         )
@@ -1127,7 +1119,7 @@ impl<'a> BuiltinBuilder<'a> {
             make_ndarray_ty(self.unifier, self.primitives, Some(float), Some(common_ndim.ty));
 
         // The size variant of the function determines the type of int returned
-        let int_sized = size_variant.of_int(self.primitives);
+        let int_sized = get_size_variant_of_int(size_variant, self.primitives);
         let ndarray_int_sized =
             make_ndarray_ty(self.unifier, self.primitives, Some(int_sized), Some(common_ndim.ty));
 
@@ -1150,7 +1142,7 @@ impl<'a> BuiltinBuilder<'a> {
                 let arg_ty = fun.0.args[0].ty;
                 let arg = args[0].1.clone().to_basic_value_enum(ctx, generator, arg_ty)?;
 
-                let ret_elem_ty = size_variant.of_int(&ctx.primitives);
+                let ret_elem_ty = get_size_variant_of_int(size_variant, &ctx.primitives);
                 let func = match kind {
                     Kind::Ceil => builtin_fns::call_ceil,
                     Kind::Floor => builtin_fns::call_floor,

nac3core/src/util.rs

@@ -0,0 +1,6 @@
+/// A helper enum used by [`BuiltinBuilder`]
+#[derive(Debug, Clone, Copy, PartialEq, Eq)]
+pub enum SizeVariant {
+    Bits32,
+    Bits64,
+}