meta: Use mold as linker

2024-09-11 16:38:37 +08:00
53 changed files with 687 additions and 1223 deletions
--- a/.cargo/config.toml
+++ b/.cargo/config.toml
@ -0,0 +1,2 @@
 [target.x86_64-unknown-linux-gnu]
 rustflags = ["-C", "link-arg=-fuse-ld=mold"]
--- a/Cargo.lock
+++ b/Cargo.lock
@ -75,33 +75,33 @@ dependencies = [
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@ -109,15 +109,6 @@ version = "2.6.0"
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@ -141,9 +132,9 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
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@ -151,9 +142,9 @@ dependencies = [
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@ -163,14 +154,14 @@ dependencies = [
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@ -197,15 +188,6 @@ dependencies = [
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@ -263,23 +245,30 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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+ "libc",
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+ "redox_users",
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@ -340,16 +329,6 @@ dependencies = [
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@ -385,12 +364,6 @@ dependencies = [
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@ -403,15 +376,6 @@ version = "0.5.0"
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@ -424,12 +388,12 @@ dependencies = [
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@ -454,13 +418,13 @@ dependencies = [
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@ -498,45 +471,35 @@ version = "1.0.11"
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@ -561,6 +524,16 @@ dependencies = [
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@ -621,7 +594,7 @@ dependencies = [
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@ -644,11 +617,11 @@ name = "nac3core"
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@ -778,7 +748,7 @@ dependencies = [
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@ -1172,7 +1143,7 @@ dependencies = [
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@ -1188,9 +1159,9 @@ dependencies = [
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 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0f2c9fc62d0beef6951ccffd757e241266a2c833136efbe35af6cd2567dca5b"
+checksum = "04cbcdd0c794ebb0d4cf35e88edd2f7d2c4c3e9a5a6dab322839b321c6a87a64"
 dependencies = [
 "cfg-if",
 "fastrand",
@ -1218,12 +1189,13 @@ dependencies = [
 [[package]]
 name = "term"
-version = "1.0.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4df4175de05129f31b80458c6df371a15e7fc3fd367272e6bf938e5c351c7ea0"
+checksum = "c59df8ac95d96ff9bede18eb7300b0fda5e5d8d90960e76f8e14ae765eedbf1f"
 dependencies = [
- "home",
+ "dirs-next",
- "windows-sys 0.52.0",
+ "rustversion",
 "winapi",
 ]
 [[package]]
@ -1241,29 +1213,32 @@ dependencies = [
 [[package]]
 name = "thiserror"
-version = "1.0.64"
+version = "1.0.63"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d50af8abc119fb8bb6dbabcfa89656f46f84aa0ac7688088608076ad2b459a84"
+checksum = "c0342370b38b6a11b6cc11d6a805569958d54cfa061a29969c3b5ce2ea405724"
 dependencies = [
 "thiserror-impl",
 ]
 [[package]]
 name = "thiserror-impl"
-version = "1.0.64"
+version = "1.0.63"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08904e7672f5eb876eaaf87e0ce17857500934f4981c4a0ab2b4aa98baac7fc3"
+checksum = "a4558b58466b9ad7ca0f102865eccc95938dca1a74a856f2b57b6629050da261"
 dependencies = [
 "proc-macro2",
 "quote",
- "syn 2.0.79",
+ "syn 2.0.77",
 ]
 [[package]]
-name = "typenum"
+name = "tiny-keccak"
-version = "1.17.0"
+version = "2.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42ff0bf0c66b8238c6f3b578df37d0b7848e55df8577b3f74f92a69acceeb825"
+checksum = "2c9d3793400a45f954c52e73d068316d76b6f4e36977e3fcebb13a2721e80237"
 dependencies = [
 "crunchy",
 ]
 [[package]]
 name = "unic-char-property"
@ -1319,27 +1294,27 @@ dependencies = [
 [[package]]
 name = "unicode-ident"
-version = "1.0.13"
+version = "1.0.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e91b56cd4cadaeb79bbf1a5645f6b4f8dc5bde8834ad5894a8db35fda9efa1fe"
+checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b"
 [[package]]
 name = "unicode-width"
-version = "0.1.14"
+version = "0.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af"
+checksum = "0336d538f7abc86d282a4189614dfaa90810dfc2c6f6427eaf88e16311dd225d"
 [[package]]
 name = "unicode-xid"
-version = "0.2.6"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
+checksum = "229730647fbc343e3a80e463c1db7f78f3855d3f3739bee0dda773c9a037c90a"
 [[package]]
 name = "unicode_names2"
-version = "1.3.0"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d1673eca9782c84de5f81b82e4109dcfb3611c8ba0d52930ec4a9478f547b2dd"
+checksum = "addeebf294df7922a1164f729fb27ebbbcea99cc32b3bf08afab62757f707677"
 dependencies = [
 "phf",
 "unicode_names2_generator",
@ -1347,9 +1322,9 @@ dependencies = [
 [[package]]
 name = "unicode_names2_generator"
-version = "1.3.0"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b91e5b84611016120197efd7dc93ef76774f4e084cd73c9fb3ea4a86c570c56e"
+checksum = "f444b8bba042fe3c1251ffaca35c603f2dc2ccc08d595c65a8c4f76f3e8426c0"
 dependencies = [
 "getopts",
 "log",
@ -1391,6 +1366,22 @@ version = "0.11.0+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 [[package]]
 name = "winapi"
 version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419"
 dependencies = [
 "winapi-i686-pc-windows-gnu",
 "winapi-x86_64-pc-windows-gnu",
 ]
 [[package]]
 name = "winapi-i686-pc-windows-gnu"
 version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
 [[package]]
 name = "winapi-util"
 version = "0.1.9"
@ -1400,6 +1391,12 @@ dependencies = [
 "windows-sys 0.59.0",
 ]
 [[package]]
 name = "winapi-x86_64-pc-windows-gnu"
 version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 [[package]]
 name = "windows-sys"
 version = "0.52.0"
@ -1509,5 +1506,5 @@ checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
 dependencies = [
 "proc-macro2",
 "quote",
- "syn 2.0.79",
+ "syn 2.0.77",
 ]
--- a/flake.lock
+++ b/flake.lock
@ -2,11 +2,11 @@
  "nodes": {
    "nixpkgs": {
      "locked": {
-        "lastModified": 1727348695,
+        "lastModified": 1725432240,
-        "narHash": "sha256-J+PeFKSDV+pHL7ukkfpVzCOO7mBSrrpJ3svwBFABbhI=",
+        "narHash": "sha256-+yj+xgsfZaErbfYM3T+QvEE2hU7UuE+Jf0fJCJ8uPS0=",
        "owner": "NixOS",
        "repo": "nixpkgs",
-        "rev": "1925c603f17fc89f4c8f6bf6f631a802ad85d784",
+        "rev": "ad416d066ca1222956472ab7d0555a6946746a80",
        "type": "github"
      },
      "original": {
--- a/flake.nix
+++ b/flake.nix
@ -41,9 +41,9 @@
              lockFile = ./Cargo.lock;
            };
            passthru.cargoLock = cargoLock;
-            nativeBuildInputs = [ pkgs.python3 (pkgs.wrapClangMulti pkgs.llvmPackages_14.clang) llvm-tools-irrt pkgs.llvmPackages_14.llvm.out llvm-nac3 ];
+            nativeBuildInputs = [ pkgs.python3 pkgs.mold-wrapped (pkgs.wrapClangMulti pkgs.llvmPackages_14.clang) llvm-tools-irrt pkgs.llvmPackages_14.llvm.out llvm-nac3 ];
-            buildInputs = [ pkgs.python3 llvm-nac3 ];
+            buildInputs = [ pkgs.python3 pkgs.mold-wrapped llvm-nac3 ];
-            checkInputs = [ (pkgs.python3.withPackages(ps: [ ps.numpy ps.scipy ])) ];
+            checkInputs = [ (pkgs.python3.withPackages(ps: [ ps.numpy ps.scipy ])) pkgs.mold-wrapped ];
            checkPhase =
              ''
              echo "Checking nac3standalone demos..."
@ -68,6 +68,7 @@
              mkdir -p $standalone/bin
              cp target/x86_64-unknown-linux-gnu/release/nac3standalone $standalone/bin
              '';
            stdenv = [ pkgs.stdenvAdapters.useMoldLinker pkgs.stdenv ];
          }
        );
        python3-mimalloc = pkgs.python3 // rec {
@ -86,7 +87,7 @@
            src = self;
            inherit (nac3artiq) cargoLock;
            nativeBuildInputs = [ pkgs.python3 packages.x86_64-linux.llvm-tools-irrt llvm-nac3-instrumented ];
-            buildInputs = [ pkgs.python3 llvm-nac3-instrumented ];
+            buildInputs = [ pkgs.python3 pkgs.mold-wrapped llvm-nac3-instrumented ];
            cargoBuildFlags = [ "--package" "nac3artiq" "--features" "init-llvm-profile" ];
            doCheck = false;
            configurePhase =
@ -99,6 +100,7 @@
              mkdir -p $TARGET_DIR
              cp target/x86_64-unknown-linux-gnu/release/libnac3artiq.so $TARGET_DIR/nac3artiq.so
              '';
            stdenv = [ pkgs.stdenvAdapters.useMoldLinker pkgs.stdenv ];
          }
        );
        nac3artiq-profile = pkgs.stdenvNoCC.mkDerivation {
@ -148,7 +150,7 @@
            src = self;
            inherit (nac3artiq) cargoLock;
            nativeBuildInputs = [ pkgs.python3 packages.x86_64-linux.llvm-tools-irrt llvm-nac3-pgo ];
-            buildInputs = [ pkgs.python3 llvm-nac3-pgo ];
+            buildInputs = [ pkgs.python3 pkgs.mold-wrapped llvm-nac3-pgo ];
            cargoBuildFlags = [ "--package" "nac3artiq" ];
            cargoTestFlags = [ "--package" "nac3ast" "--package" "nac3parser" "--package" "nac3core" "--package" "nac3artiq" ];
            installPhase =
@ -157,6 +159,7 @@
              mkdir -p $TARGET_DIR
              cp target/x86_64-unknown-linux-gnu/release/libnac3artiq.so $TARGET_DIR/nac3artiq.so
              '';
            stdenv = [ pkgs.stdenvAdapters.useMoldLinker pkgs.stdenv ];
          }
        );
      };
@ -172,6 +175,7 @@
          packages.x86_64-linux.llvm-tools-irrt
          cargo
          rustc
          mold-wrapped
          # runtime dependencies
          lld_14                           # for running kernels on the host
          (packages.x86_64-linux.python3-mimalloc.withPackages(ps: [ ps.numpy ps.scipy ]))
@ -186,6 +190,7 @@
          export DEMO_LINALG_STUB=${packages.x86_64-linux.demo-linalg-stub}/lib/liblinalg.a
          export DEMO_LINALG_STUB32=${packages.x86_64-linux.demo-linalg-stub32}/lib/liblinalg.a
          '';
        stdenv = [ pkgs.stdenvAdapters.useMoldLinker pkgs.stdenv ];
      };
      devShells.x86_64-linux.msys2 = pkgs.mkShell {
        name = "nac3-dev-shell-msys2";
--- a/nac3artiq/Cargo.toml
+++ b/nac3artiq/Cargo.toml
@ -12,7 +12,7 @@ crate-type = ["cdylib"]
 itertools = "0.13"
 pyo3 = { version = "0.21", features = ["extension-module", "gil-refs"] }
 parking_lot = "0.12"
-tempfile = "3.13"
+tempfile = "3.10"
 nac3core = { path = "../nac3core" }
 nac3ld = { path = "../nac3ld" }
--- a/nac3artiq/demo/min_artiq.py
+++ b/nac3artiq/demo/min_artiq.py
@ -112,15 +112,10 @@ def extern(function):
    register_function(function)
    return function
-
+def rpc(function):
-def rpc(arg=None, flags={}):
+    """Decorates a function declaration defined by the core device runtime."""
-    """Decorates a function or method to be executed on the host interpreter."""
+    register_function(function)
-    if arg is None:
+    return function
        def inner_decorator(function):
            return rpc(function, flags)
        return inner_decorator
    register_function(arg)
    return arg
 def kernel(function_or_method):
    """Decorates a function or method to be executed on the core device."""
--- a/nac3artiq/src/codegen.rs
+++ b/nac3artiq/src/codegen.rs
@ -1,17 +1,3 @@
 use std::{
    collections::{hash_map::DefaultHasher, HashMap},
    hash::{Hash, Hasher},
    iter::once,
    mem,
    sync::Arc,
 };
 use itertools::Itertools;
 use pyo3::{
    types::{PyDict, PyList},
    PyObject, PyResult, Python,
 };
 use nac3core::{
    codegen::{
        classes::{
@ -24,21 +10,38 @@ use nac3core::{
        stmt::{gen_block, gen_for_callback_incrementing, gen_if_callback, gen_with},
        CodeGenContext, CodeGenerator,
    },
    inkwell::{
        context::Context,
        module::Linkage,
        types::{BasicType, IntType},
        values::{BasicValueEnum, IntValue, PointerValue, StructValue},
        AddressSpace, IntPredicate, OptimizationLevel,
    },
    nac3parser::ast::{Expr, ExprKind, Located, Stmt, StmtKind, StrRef},
    symbol_resolver::ValueEnum,
    toplevel::{helper::PrimDef, numpy::unpack_ndarray_var_tys, DefinitionId, GenCall},
    typecheck::typedef::{iter_type_vars, FunSignature, FuncArg, Type, TypeEnum, VarMap},
 };
 use nac3core::nac3parser::ast::{Expr, ExprKind, Located, Stmt, StmtKind, StrRef};
 use nac3core::inkwell::{
    context::Context,
    module::Linkage,
    types::{BasicType, IntType},
    values::{BasicValueEnum, PointerValue, StructValue},
    AddressSpace, IntPredicate, OptimizationLevel,
 };
 use pyo3::{
    types::{PyDict, PyList},
    PyObject, PyResult, Python,
 };
 use crate::{symbol_resolver::InnerResolver, timeline::TimeFns};
 use itertools::Itertools;
 use nac3core::inkwell::values::IntValue;
 use std::{
    collections::{hash_map::DefaultHasher, HashMap},
    hash::{Hash, Hasher},
    iter::once,
    mem,
    sync::Arc,
 };
 /// The parallelism mode within a block.
 #[derive(Copy, Clone, Eq, PartialEq)]
 enum ParallelMode {
@ -512,7 +515,7 @@ fn format_rpc_arg<'ctx>(
            ctx.builder.build_store(arg_slot, arg).unwrap();
            ctx.builder
-                .build_bit_cast(arg_slot, llvm_pi8, "rpc.arg")
+                .build_bitcast(arg_slot, llvm_pi8, "rpc.arg")
                .map(BasicValueEnum::into_pointer_value)
                .unwrap()
        }
@ -659,7 +662,7 @@ fn format_rpc_ret<'ctx>(
                .unwrap();
            let buffer = ctx
                .builder
-                .build_bit_cast(buffer, llvm_pi8, "")
+                .build_bitcast(buffer, llvm_pi8, "")
                .map(BasicValueEnum::into_pointer_value)
                .unwrap();
            let buffer = ArraySliceValue::from_ptr_val(buffer, buffer_size, None);
@ -782,7 +785,7 @@ fn format_rpc_ret<'ctx>(
        _ => {
            let slot = ctx.builder.build_alloca(llvm_ret_ty, "rpc.ret.slot").unwrap();
-            let slotgen = ctx.builder.build_bit_cast(slot, llvm_pi8, "rpc.ret.ptr").unwrap();
+            let slotgen = ctx.builder.build_bitcast(slot, llvm_pi8, "rpc.ret.ptr").unwrap();
            ctx.builder.build_unconditional_branch(head_bb).unwrap();
            ctx.builder.position_at_end(head_bb);
@ -803,7 +806,7 @@ fn format_rpc_ret<'ctx>(
            let alloc_ptr =
                ctx.builder.build_array_alloca(llvm_pi8, alloc_size, "rpc.alloc").unwrap();
            let alloc_ptr =
-                ctx.builder.build_bit_cast(alloc_ptr, llvm_pi8, "rpc.alloc.ptr").unwrap();
+                ctx.builder.build_bitcast(alloc_ptr, llvm_pi8, "rpc.alloc.ptr").unwrap();
            phi.add_incoming(&[(&alloc_ptr, alloc_bb)]);
            ctx.builder.build_unconditional_branch(head_bb).unwrap();
@ -821,7 +824,6 @@ fn rpc_codegen_callback_fn<'ctx>(
    fun: (&FunSignature, DefinitionId),
    args: Vec<(Option<StrRef>, ValueEnum<'ctx>)>,
    generator: &mut dyn CodeGenerator,
    is_async: bool,
 ) -> Result<Option<BasicValueEnum<'ctx>>, String> {
    let int8 = ctx.ctx.i8_type();
    let int32 = ctx.ctx.i32_type();
@ -930,64 +932,35 @@ fn rpc_codegen_callback_fn<'ctx>(
    }
    // call
-    if is_async {
+    let rpc_send = ctx.module.get_function("rpc_send").unwrap_or_else(|| {
-        let rpc_send_async = ctx.module.get_function("rpc_send_async").unwrap_or_else(|| {
+        ctx.module.add_function(
-            ctx.module.add_function(
+            "rpc_send",
-                "rpc_send_async",
+            ctx.ctx.void_type().fn_type(
-                ctx.ctx.void_type().fn_type(
+                &[
-                    &[
+                    int32.into(),
-                        int32.into(),
+                    tag_ptr_type.ptr_type(AddressSpace::default()).into(),
-                        tag_ptr_type.ptr_type(AddressSpace::default()).into(),
+                    ptr_type.ptr_type(AddressSpace::default()).into(),
-                        ptr_type.ptr_type(AddressSpace::default()).into(),
+                ],
-                    ],
+                false,
-                    false,
+            ),
-                ),
+            None,
-                None,
+        )
-            )
+    });
-        });
+    ctx.builder
-        ctx.builder
+        .build_call(rpc_send, &[service_id.into(), tag_ptr.into(), args_ptr.into()], "rpc.send")
-            .build_call(
+        .unwrap();
                rpc_send_async,
                &[service_id.into(), tag_ptr.into(), args_ptr.into()],
                "rpc.send",
            )
            .unwrap();
    } else {
        let rpc_send = ctx.module.get_function("rpc_send").unwrap_or_else(|| {
            ctx.module.add_function(
                "rpc_send",
                ctx.ctx.void_type().fn_type(
                    &[
                        int32.into(),
                        tag_ptr_type.ptr_type(AddressSpace::default()).into(),
                        ptr_type.ptr_type(AddressSpace::default()).into(),
                    ],
                    false,
                ),
                None,
            )
        });
        ctx.builder
            .build_call(rpc_send, &[service_id.into(), tag_ptr.into(), args_ptr.into()], "rpc.send")
            .unwrap();
    }
    // reclaim stack space used by arguments
    call_stackrestore(ctx, stackptr);
-    if is_async {
+    let result = format_rpc_ret(generator, ctx, fun.0.ret);
        // async RPCs do not return any values
        Ok(None)
    } else {
        let result = format_rpc_ret(generator, ctx, fun.0.ret);
-        if !result.is_some_and(|res| res.get_type().is_pointer_type()) {
+    if !result.is_some_and(|res| res.get_type().is_pointer_type()) {
-            // An RPC returning an NDArray would not touch here.
+        // An RPC returning an NDArray would not touch here.
-            call_stackrestore(ctx, stackptr);
+        call_stackrestore(ctx, stackptr);
        }
        Ok(result)
    }
    Ok(result)
 }
 pub fn attributes_writeback(
@ -1082,7 +1055,7 @@ pub fn attributes_writeback(
        let args: Vec<_> =
            values.into_iter().map(|(_, val)| (None, ValueEnum::Dynamic(val))).collect();
        if let Err(e) =
-            rpc_codegen_callback_fn(ctx, None, (&fun, PrimDef::Int32.id()), args, generator, false)
+            rpc_codegen_callback_fn(ctx, None, (&fun, PrimDef::Int32.id()), args, generator)
        {
            return Ok(Err(e));
        }
@ -1092,9 +1065,9 @@ pub fn attributes_writeback(
    Ok(())
 }
-pub fn rpc_codegen_callback(is_async: bool) -> Arc<GenCall> {
+pub fn rpc_codegen_callback() -> Arc<GenCall> {
-    Arc::new(GenCall::new(Box::new(move |ctx, obj, fun, args, generator| {
+    Arc::new(GenCall::new(Box::new(|ctx, obj, fun, args, generator| {
-        rpc_codegen_callback_fn(ctx, obj, fun, args, generator, is_async)
+        rpc_codegen_callback_fn(ctx, obj, fun, args, generator)
    })))
 }
--- a/nac3artiq/src/lib.rs
+++ b/nac3artiq/src/lib.rs
@ -16,53 +16,48 @@
    clippy::wildcard_imports
 )]
-use std::{
+use std::collections::{HashMap, HashSet};
-    collections::{HashMap, HashSet},
+use std::fs;
-    fs,
+use std::io::Write;
-    io::Write,
+use std::process::Command;
-    process::Command,
+use std::rc::Rc;
-    rc::Rc,
+use std::sync::Arc;
    sync::Arc,
 };
 use itertools::Itertools;
-use parking_lot::{Mutex, RwLock};
+use nac3core::codegen::{gen_func_impl, CodeGenLLVMOptions, CodeGenTargetMachineOptions};
-use pyo3::{
+use nac3core::inkwell::{
-    create_exception, exceptions,
+    context::Context,
-    prelude::*,
+    memory_buffer::MemoryBuffer,
-    types::{PyBytes, PyDict, PySet},
+    module::{Linkage, Module},
    passes::PassBuilderOptions,
    support::is_multithreaded,
    targets::*,
    OptimizationLevel,
 };
-use tempfile::{self, TempDir};
+use nac3core::nac3parser::{
    ast::{ExprKind, Stmt, StmtKind, StrRef},
    parser::parse_program,
 };
 use nac3core::toplevel::builtins::get_exn_constructor;
 use nac3core::typecheck::typedef::{into_var_map, TypeEnum, Unifier, VarMap};
 use pyo3::create_exception;
 use pyo3::prelude::*;
 use pyo3::{exceptions, types::PyBytes, types::PyDict, types::PySet};
 use parking_lot::{Mutex, RwLock};
 use nac3core::{
-    codegen::{
+    codegen::irrt::load_irrt,
-        concrete_type::ConcreteTypeStore, gen_func_impl, irrt::load_irrt, CodeGenLLVMOptions,
+    codegen::{concrete_type::ConcreteTypeStore, CodeGenTask, WithCall, WorkerRegistry},
        CodeGenTargetMachineOptions, CodeGenTask, WithCall, WorkerRegistry,
    },
    inkwell::{
        context::Context,
        memory_buffer::MemoryBuffer,
        module::{Linkage, Module},
        passes::PassBuilderOptions,
        support::is_multithreaded,
        targets::*,
        OptimizationLevel,
    },
    nac3parser::{
        ast::{Constant, ExprKind, Located, Stmt, StmtKind, StrRef},
        parser::parse_program,
    },
    symbol_resolver::SymbolResolver,
    toplevel::{
        builtins::get_exn_constructor,
        composer::{BuiltinFuncCreator, BuiltinFuncSpec, ComposerConfig, TopLevelComposer},
        DefinitionId, GenCall, TopLevelDef,
    },
-    typecheck::{
+    typecheck::typedef::{FunSignature, FuncArg},
-        type_inferencer::PrimitiveStore,
+    typecheck::{type_inferencer::PrimitiveStore, typedef::Type},
        typedef::{into_var_map, FunSignature, FuncArg, Type, TypeEnum, Unifier, VarMap},
    },
 };
 use nac3ld::Linker;
 use crate::{
@ -70,13 +65,15 @@ use crate::{
        attributes_writeback, gen_core_log, gen_rtio_log, rpc_codegen_callback, ArtiqCodeGenerator,
    },
    symbol_resolver::{DeferredEvaluationStore, InnerResolver, PythonHelper, Resolver},
    timeline::TimeFns,
 };
 use tempfile::{self, TempDir};
 mod codegen;
 mod symbol_resolver;
 mod timeline;
 use timeline::TimeFns;
 #[derive(PartialEq, Clone, Copy)]
 enum Isa {
    Host,
@ -197,8 +194,10 @@ impl Nac3 {
                    body.retain(|stmt| {
                        if let StmtKind::FunctionDef { ref decorator_list, .. } = stmt.node {
                            decorator_list.iter().any(|decorator| {
-                                if let Some(id) = decorator_id_string(decorator) {
+                                if let ExprKind::Name { id, .. } = decorator.node {
-                                    id == "kernel" || id == "portable" || id == "rpc"
+                                    id.to_string() == "kernel"
                                        || id.to_string() == "portable"
                                        || id.to_string() == "rpc"
                                } else {
                                    false
                                }
@ -211,8 +210,9 @@ impl Nac3 {
                }
                StmtKind::FunctionDef { ref decorator_list, .. } => {
                    decorator_list.iter().any(|decorator| {
-                        if let Some(id) = decorator_id_string(decorator) {
+                        if let ExprKind::Name { id, .. } = decorator.node {
-                            id == "extern" || id == "kernel" || id == "portable" || id == "rpc"
+                            let id = id.to_string();
                            id == "extern" || id == "portable" || id == "kernel" || id == "rpc"
                        } else {
                            false
                        }
@ -478,25 +478,9 @@ impl Nac3 {
            match &stmt.node {
                StmtKind::FunctionDef { decorator_list, .. } => {
-                    if decorator_list
+                    if decorator_list.iter().any(|decorator| matches!(decorator.node, ExprKind::Name { id, .. } if id == "rpc".into())) {
-                        .iter()
+                        store_fun.call1(py, (def_id.0.into_py(py), module.getattr(py, name.to_string().as_str()).unwrap())).unwrap();
-                        .any(|decorator| decorator_id_string(decorator) == Some("rpc".to_string()))
+                        rpc_ids.push((None, def_id));
                    {
                        store_fun
                            .call1(
                                py,
                                (
                                    def_id.0.into_py(py),
                                    module.getattr(py, name.to_string().as_str()).unwrap(),
                                ),
                            )
                            .unwrap();
                        let is_async = decorator_list.iter().any(|decorator| {
                            decorator_get_flags(decorator)
                                .iter()
                                .any(|constant| *constant == Constant::Str("async".into()))
                        });
                        rpc_ids.push((None, def_id, is_async));
                    }
                }
                StmtKind::ClassDef { name, body, .. } => {
@ -504,26 +488,19 @@ impl Nac3 {
                    let class_obj = module.getattr(py, class_name.as_str()).unwrap();
                    for stmt in body {
                        if let StmtKind::FunctionDef { name, decorator_list, .. } = &stmt.node {
-                            if decorator_list.iter().any(|decorator| {
+                            if decorator_list.iter().any(|decorator| matches!(decorator.node, ExprKind::Name { id, .. } if id == "rpc".into())) {
                                decorator_id_string(decorator) == Some("rpc".to_string())
                            }) {
                                let is_async = decorator_list.iter().any(|decorator| {
                                    decorator_get_flags(decorator)
                                        .iter()
                                        .any(|constant| *constant == Constant::Str("async".into()))
                                });
                                if name == &"__init__".into() {
                                    return Err(CompileError::new_err(format!(
                                        "compilation failed\n----------\nThe constructor of class {} should not be decorated with rpc decorator (at {})",
                                        class_name, stmt.location
                                    )));
                                }
-                                rpc_ids.push((Some((class_obj.clone(), *name)), def_id, is_async));
+                                rpc_ids.push((Some((class_obj.clone(), *name)), def_id));
                            }
                        }
                    }
                }
-                _ => (),
+                _ => ()
            }
            let id = *name_to_pyid.get(&name).unwrap();
@ -619,12 +596,13 @@ impl Nac3 {
        let top_level = Arc::new(composer.make_top_level_context());
        {
            let rpc_codegen = rpc_codegen_callback();
            let defs = top_level.definitions.read();
-            for (class_data, id, is_async) in &rpc_ids {
+            for (class_data, id) in &rpc_ids {
                let mut def = defs[id.0].write();
                match &mut *def {
                    TopLevelDef::Function { codegen_callback, .. } => {
-                        *codegen_callback = Some(rpc_codegen_callback(*is_async));
+                        *codegen_callback = Some(rpc_codegen.clone());
                    }
                    TopLevelDef::Class { methods, .. } => {
                        let (class_def, method_name) = class_data.as_ref().unwrap();
@ -635,7 +613,7 @@ impl Nac3 {
                            if let TopLevelDef::Function { codegen_callback, .. } =
                                &mut *defs[id.0].write()
                            {
-                                *codegen_callback = Some(rpc_codegen_callback(*is_async));
+                                *codegen_callback = Some(rpc_codegen.clone());
                                store_fun
                                    .call1(
                                        py,
@ -650,11 +628,6 @@ impl Nac3 {
                            }
                        }
                    }
                    TopLevelDef::Variable { .. } => {
                        return Err(CompileError::new_err(String::from(
                            "Unsupported @rpc annotation on global variable",
                        )))
                    }
                }
            }
        }
@ -871,41 +844,6 @@ impl Nac3 {
    }
 }
 /// Retrieves the Name.id from a decorator, supports decorators with arguments.
 fn decorator_id_string(decorator: &Located<ExprKind>) -> Option<String> {
    if let ExprKind::Name { id, .. } = decorator.node {
        // Bare decorator
        return Some(id.to_string());
    } else if let ExprKind::Call { func, .. } = &decorator.node {
        // Decorators that are calls (e.g. "@rpc()") have Call for the node,
        // need to extract the id from within.
        if let ExprKind::Name { id, .. } = func.node {
            return Some(id.to_string());
        }
    }
    None
 }
 /// Retrieves flags from a decorator, if any.
 fn decorator_get_flags(decorator: &Located<ExprKind>) -> Vec<Constant> {
    let mut flags = vec![];
    if let ExprKind::Call { keywords, .. } = &decorator.node {
        for keyword in keywords {
            if keyword.node.arg != Some("flags".into()) {
                continue;
            }
            if let ExprKind::Set { elts } = &keyword.node.value.node {
                for elt in elts {
                    if let ExprKind::Constant { value, .. } = &elt.node {
                        flags.push(value.clone());
                    }
                }
            }
        }
    }
    flags
 }
 fn link_with_lld(elf_filename: String, obj_filename: String) -> PyResult<()> {
    let linker_args = vec![
        "-shared".to_string(),
--- a/nac3artiq/src/symbol_resolver.rs
+++ b/nac3artiq/src/symbol_resolver.rs
@ -1,30 +1,17 @@
-use std::{
+use crate::PrimitivePythonId;
    collections::{HashMap, HashSet},
    sync::{
        atomic::{AtomicBool, Ordering::Relaxed},
        Arc,
    },
 };
 use itertools::Itertools;
-use parking_lot::RwLock;
+use nac3core::inkwell::{
-use pyo3::{
+    module::Linkage,
-    types::{PyDict, PyTuple},
+    types::{BasicType, BasicTypeEnum},
-    PyAny, PyObject, PyResult, Python,
+    values::BasicValueEnum,
    AddressSpace,
 };
-
+use nac3core::nac3parser::ast::{self, StrRef};
 use nac3core::{
    codegen::{
        classes::{NDArrayType, ProxyType},
        CodeGenContext, CodeGenerator,
    },
    inkwell::{
        module::Linkage,
        types::{BasicType, BasicTypeEnum},
        values::BasicValueEnum,
        AddressSpace,
    },
    nac3parser::ast::{self, StrRef},
    symbol_resolver::{StaticValue, SymbolResolver, SymbolValue, ValueEnum},
    toplevel::{
        helper::PrimDef,
@ -36,8 +23,18 @@ use nac3core::{
        typedef::{into_var_map, iter_type_vars, Type, TypeEnum, TypeVar, Unifier, VarMap},
    },
 };
-
+use parking_lot::RwLock;
-use crate::PrimitivePythonId;
+use pyo3::{
    types::{PyDict, PyTuple},
    PyAny, PyObject, PyResult, Python,
 };
 use std::{
    collections::{HashMap, HashSet},
    sync::{
        atomic::{AtomicBool, Ordering::Relaxed},
        Arc,
    },
 };
 pub enum PrimitiveValue {
    I32(i32),
@ -1470,7 +1467,6 @@ impl SymbolResolver for Resolver {
        &self,
        id: StrRef,
        _: &mut CodeGenContext<'ctx, '_>,
        _: &mut dyn CodeGenerator,
    ) -> Option<ValueEnum<'ctx>> {
        let sym_value = {
            let id_to_val = self.0.id_to_pyval.read();
--- a/nac3artiq/src/timeline.rs
+++ b/nac3artiq/src/timeline.rs
@ -1,11 +1,8 @@
 use itertools::Either;
-
+use nac3core::codegen::CodeGenContext;
-use nac3core::{
+use nac3core::inkwell::{
-    codegen::CodeGenContext,
+    values::{BasicValueEnum, CallSiteValue},
-    inkwell::{
+    AddressSpace, AtomicOrdering,
        values::{BasicValueEnum, CallSiteValue},
        AddressSpace, AtomicOrdering,
    },
 };
 /// Functions for manipulating the timeline.
@ -34,7 +31,7 @@ impl TimeFns for NowPinningTimeFns64 {
            .unwrap_or_else(|| ctx.module.add_global(i64_type, None, "now"));
        let now_hiptr = ctx
            .builder
-            .build_bit_cast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
+            .build_bitcast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
            .map(BasicValueEnum::into_pointer_value)
            .unwrap();
@ -83,7 +80,7 @@ impl TimeFns for NowPinningTimeFns64 {
            .unwrap_or_else(|| ctx.module.add_global(i64_type, None, "now"));
        let now_hiptr = ctx
            .builder
-            .build_bit_cast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
+            .build_bitcast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
            .map(BasicValueEnum::into_pointer_value)
            .unwrap();
@ -112,7 +109,7 @@ impl TimeFns for NowPinningTimeFns64 {
            .unwrap_or_else(|| ctx.module.add_global(i64_type, None, "now"));
        let now_hiptr = ctx
            .builder
-            .build_bit_cast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
+            .build_bitcast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
            .map(BasicValueEnum::into_pointer_value)
            .unwrap();
@ -210,7 +207,7 @@ impl TimeFns for NowPinningTimeFns {
            .unwrap_or_else(|| ctx.module.add_global(i64_type, None, "now"));
        let now_hiptr = ctx
            .builder
-            .build_bit_cast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
+            .build_bitcast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
            .map(BasicValueEnum::into_pointer_value)
            .unwrap();
@ -261,7 +258,7 @@ impl TimeFns for NowPinningTimeFns {
        let time_lo = ctx.builder.build_int_truncate(time, i32_type, "time.lo").unwrap();
        let now_hiptr = ctx
            .builder
-            .build_bit_cast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
+            .build_bitcast(now, i32_type.ptr_type(AddressSpace::default()), "now.hi.addr")
            .map(BasicValueEnum::into_pointer_value)
            .unwrap();
--- a/nac3core/Cargo.toml
+++ b/nac3core/Cargo.toml
@ -10,15 +10,15 @@ no-escape-analysis = []
 [dependencies]
 itertools = "0.13"
 crossbeam = "0.8"
-indexmap = "2.6"
+indexmap = "2.2"
 parking_lot = "0.12"
-rayon = "1.10"
+rayon = "1.8"
 nac3parser = { path = "../nac3parser" }
 strum = "0.26"
 strum_macros = "0.26"
 [dependencies.inkwell]
-version = "0.5"
+version = "0.4"
 default-features = false
 features = ["llvm14-0-prefer-dynamic", "target-x86", "target-arm", "target-riscv", "no-libffi-linking"]
--- a/nac3core/build.rs
+++ b/nac3core/build.rs
@ -1,3 +1,4 @@
 use regex::Regex;
 use std::{
    env,
    fs::File,
@ -6,8 +7,6 @@ use std::{
    process::{Command, Stdio},
 };
 use regex::Regex;
 fn main() {
    let out_dir = env::var("OUT_DIR").unwrap();
    let out_dir = Path::new(&out_dir);
--- a/nac3core/src/codegen/builtin_fns.rs
+++ b/nac3core/src/codegen/builtin_fns.rs
@ -1,30 +1,21 @@
-use inkwell::{
+use inkwell::types::BasicTypeEnum;
-    types::BasicTypeEnum,
+use inkwell::values::{BasicValue, BasicValueEnum, IntValue, PointerValue};
-    values::{BasicValue, BasicValueEnum, IntValue, PointerValue},
+use inkwell::{FloatPredicate, IntPredicate, OptimizationLevel};
    FloatPredicate, IntPredicate, OptimizationLevel,
 };
 use itertools::Itertools;
-use crate::{
+use crate::codegen::classes::{
-    codegen::{
+    ArrayLikeValue, NDArrayValue, ProxyValue, RangeValue, TypedArrayLikeAccessor,
-        classes::{
+    UntypedArrayLikeAccessor, UntypedArrayLikeMutator,
            ArrayLikeValue, NDArrayValue, ProxyValue, RangeValue, TypedArrayLikeAccessor,
            UntypedArrayLikeAccessor, UntypedArrayLikeMutator,
        },
        expr::destructure_range,
        extern_fns, irrt,
        irrt::calculate_len_for_slice_range,
        llvm_intrinsics,
        macros::codegen_unreachable,
        numpy,
        numpy::ndarray_elementwise_unaryop_impl,
        stmt::gen_for_callback_incrementing,
        CodeGenContext, CodeGenerator,
    },
    toplevel::helper::PrimDef,
    toplevel::numpy::unpack_ndarray_var_tys,
    typecheck::typedef::{Type, TypeEnum},
 };
 use crate::codegen::expr::destructure_range;
 use crate::codegen::irrt::calculate_len_for_slice_range;
 use crate::codegen::macros::codegen_unreachable;
 use crate::codegen::numpy::ndarray_elementwise_unaryop_impl;
 use crate::codegen::stmt::gen_for_callback_incrementing;
 use crate::codegen::{extern_fns, irrt, llvm_intrinsics, numpy, CodeGenContext, CodeGenerator};
 use crate::toplevel::helper::PrimDef;
 use crate::toplevel::numpy::unpack_ndarray_var_tys;
 use crate::typecheck::typedef::{Type, TypeEnum};
 /// Shorthand for [`unreachable!()`] when a type of argument is not supported.
 ///
--- a/nac3core/src/codegen/classes.rs
+++ b/nac3core/src/codegen/classes.rs
@ -1,16 +1,17 @@
 use inkwell::{
    context::Context,
    types::{AnyTypeEnum, ArrayType, BasicType, BasicTypeEnum, IntType, PointerType, StructType},
    values::{ArrayValue, BasicValue, BasicValueEnum, IntValue, PointerValue, StructValue},
    AddressSpace, IntPredicate,
 };
 use crate::codegen::{
    irrt::{call_ndarray_calc_size, call_ndarray_flatten_index},
    llvm_intrinsics::call_int_umin,
    stmt::gen_for_callback_incrementing,
    CodeGenContext, CodeGenerator,
 };
 use inkwell::context::Context;
 use inkwell::types::{ArrayType, BasicType, StructType};
 use inkwell::values::{ArrayValue, BasicValue, StructValue};
 use inkwell::{
    types::{AnyTypeEnum, BasicTypeEnum, IntType, PointerType},
    values::{BasicValueEnum, IntValue, PointerValue},
    AddressSpace, IntPredicate,
 };
 /// A LLVM type that is used to represent a non-primitive type in NAC3.
 pub trait ProxyType<'ctx>: Into<Self::Base> {
--- a/nac3core/src/codegen/concrete_type.rs
+++ b/nac3core/src/codegen/concrete_type.rs
@ -1,9 +1,3 @@
 use std::collections::HashMap;
 use indexmap::IndexMap;
 use nac3parser::ast::StrRef;
 use crate::{
    symbol_resolver::SymbolValue,
    toplevel::DefinitionId,
@ -15,6 +9,10 @@ use crate::{
    },
 };
 use indexmap::IndexMap;
 use nac3parser::ast::StrRef;
 use std::collections::HashMap;
 pub struct ConcreteTypeStore {
    store: Vec<ConcreteTypeEnum>,
 }
--- a/nac3core/src/codegen/expr.rs
+++ b/nac3core/src/codegen/expr.rs
@ -1,23 +1,3 @@
 use std::{
    cmp::min,
    collections::HashMap,
    convert::TryInto,
    iter::{once, repeat, repeat_with, zip},
 };
 use inkwell::{
    attributes::{Attribute, AttributeLoc},
    types::{AnyType, BasicType, BasicTypeEnum},
    values::{BasicValueEnum, CallSiteValue, FunctionValue, IntValue, PointerValue, StructValue},
    AddressSpace, IntPredicate, OptimizationLevel,
 };
 use itertools::{chain, izip, Either, Itertools};
 use nac3parser::ast::{
    self, Boolop, Cmpop, Comprehension, Constant, Expr, ExprKind, Location, Operator, StrRef,
    Unaryop,
 };
 use crate::{
    codegen::{
        classes::{
@ -50,6 +30,20 @@ use crate::{
        typedef::{FunSignature, FuncArg, Type, TypeEnum, TypeVarId, Unifier, VarMap},
    },
 };
 use inkwell::{
    attributes::{Attribute, AttributeLoc},
    types::{AnyType, BasicType, BasicTypeEnum},
    values::{BasicValueEnum, CallSiteValue, FunctionValue, IntValue, PointerValue, StructValue},
    AddressSpace, IntPredicate, OptimizationLevel,
 };
 use itertools::{chain, izip, Either, Itertools};
 use nac3parser::ast::{
    self, Boolop, Cmpop, Comprehension, Constant, Expr, ExprKind, Location, Operator, StrRef,
    Unaryop,
 };
 use std::cmp::min;
 use std::iter::{repeat, repeat_with};
 use std::{collections::HashMap, convert::TryInto, iter::once, iter::zip};
 pub fn get_subst_key(
    unifier: &mut Unifier,
@ -557,7 +551,7 @@ impl<'ctx, 'a> CodeGenContext<'ctx, 'a> {
                            && val_ty.get_element_type().is_struct_type()
                    } =>
                {
-                    self.builder.build_bit_cast(*val, arg_ty, "call_arg_cast").unwrap()
+                    self.builder.build_bitcast(*val, arg_ty, "call_arg_cast").unwrap()
                }
                _ => *val,
            })
@ -977,7 +971,6 @@ pub fn gen_call<'ctx, G: CodeGenerator>(
            TopLevelDef::Class { .. } => {
                return Ok(Some(generator.gen_constructor(ctx, fun.0, &def, params)?))
            }
            TopLevelDef::Variable { .. } => unreachable!(),
        }
    }
    .or_else(|_: String| {
@ -2886,7 +2879,7 @@ pub fn gen_expr<'ctx, G: CodeGenerator>(
            Some((_, Some(static_value), _)) => ValueEnum::Static(static_value.clone()),
            None => {
                let resolver = ctx.resolver.clone();
-                resolver.get_symbol_value(*id, ctx, generator).unwrap()
+                resolver.get_symbol_value(*id, ctx).unwrap()
            }
        },
        ExprKind::List { elts, .. } => {
--- a/nac3core/src/codegen/extern_fns.rs
+++ b/nac3core/src/codegen/extern_fns.rs
@ -1,7 +1,5 @@
-use inkwell::{
+use inkwell::attributes::{Attribute, AttributeLoc};
-    attributes::{Attribute, AttributeLoc},
+use inkwell::values::{BasicValueEnum, CallSiteValue, FloatValue, IntValue};
    values::{BasicValueEnum, CallSiteValue, FloatValue, IntValue},
 };
 use itertools::Either;
 use crate::codegen::CodeGenContext;
--- a/nac3core/src/codegen/generator.rs
+++ b/nac3core/src/codegen/generator.rs
@ -1,17 +1,15 @@
 use inkwell::{
    context::Context,
    types::{BasicTypeEnum, IntType},
    values::{BasicValueEnum, IntValue, PointerValue},
 };
 use nac3parser::ast::{Expr, Stmt, StrRef};
 use crate::{
    codegen::{bool_to_i1, bool_to_i8, classes::ArraySliceValue, expr::*, stmt::*, CodeGenContext},
    symbol_resolver::ValueEnum,
    toplevel::{DefinitionId, TopLevelDef},
    typecheck::typedef::{FunSignature, Type},
 };
 use inkwell::{
    context::Context,
    types::{BasicTypeEnum, IntType},
    values::{BasicValueEnum, IntValue, PointerValue},
 };
 use nac3parser::ast::{Expr, Stmt, StrRef};
 pub trait CodeGenerator {
    /// Return the module name for the code generator.
--- a/nac3core/src/codegen/irrt/mod.rs
+++ b/nac3core/src/codegen/irrt/mod.rs
@ -1,15 +1,4 @@
-use inkwell::{
+use crate::{symbol_resolver::SymbolResolver, typecheck::typedef::Type};
    attributes::{Attribute, AttributeLoc},
    context::Context,
    memory_buffer::MemoryBuffer,
    module::Module,
    types::{BasicTypeEnum, IntType},
    values::{BasicValue, BasicValueEnum, CallSiteValue, FloatValue, IntValue},
    AddressSpace, IntPredicate,
 };
 use itertools::Either;
 use nac3parser::ast::Expr;
 use super::{
    classes::{
@ -21,7 +10,17 @@ use super::{
    stmt::gen_for_callback_incrementing,
    CodeGenContext, CodeGenerator,
 };
-use crate::{symbol_resolver::SymbolResolver, typecheck::typedef::Type};
+use inkwell::{
    attributes::{Attribute, AttributeLoc},
    context::Context,
    memory_buffer::MemoryBuffer,
    module::Module,
    types::{BasicTypeEnum, IntType},
    values::{BasicValue, BasicValueEnum, CallSiteValue, FloatValue, IntValue},
    AddressSpace, IntPredicate,
 };
 use itertools::Either;
 use nac3parser::ast::Expr;
 #[must_use]
 pub fn load_irrt<'ctx>(ctx: &'ctx Context, symbol_resolver: &dyn SymbolResolver) -> Module<'ctx> {
--- a/nac3core/src/codegen/llvm_intrinsics.rs
+++ b/nac3core/src/codegen/llvm_intrinsics.rs
@ -1,13 +1,11 @@
 use inkwell::{
    context::Context,
    intrinsics::Intrinsic,
    types::{AnyTypeEnum::IntType, FloatType},
    values::{BasicValueEnum, CallSiteValue, FloatValue, IntValue, PointerValue},
    AddressSpace,
 };
 use itertools::Either;
 use crate::codegen::CodeGenContext;
 use inkwell::context::Context;
 use inkwell::intrinsics::Intrinsic;
 use inkwell::types::AnyTypeEnum::IntType;
 use inkwell::types::FloatType;
 use inkwell::values::{BasicValueEnum, CallSiteValue, FloatValue, IntValue, PointerValue};
 use inkwell::AddressSpace;
 use itertools::Either;
 /// Returns the string representation for the floating-point type `ft` when used in intrinsic
 /// functions.
@ -185,7 +183,7 @@ pub fn call_memcpy_generic<'ctx>(
        dest
    } else {
        ctx.builder
-            .build_bit_cast(dest, llvm_p0i8, "")
+            .build_bitcast(dest, llvm_p0i8, "")
            .map(BasicValueEnum::into_pointer_value)
            .unwrap()
    };
@ -193,7 +191,7 @@ pub fn call_memcpy_generic<'ctx>(
        src
    } else {
        ctx.builder
-            .build_bit_cast(src, llvm_p0i8, "")
+            .build_bitcast(src, llvm_p0i8, "")
            .map(BasicValueEnum::into_pointer_value)
            .unwrap()
    };
--- a/nac3core/src/codegen/mod.rs
+++ b/nac3core/src/codegen/mod.rs
@ -1,12 +1,12 @@
-use std::{
+use crate::{
-    collections::{HashMap, HashSet},
+    codegen::classes::{ListType, NDArrayType, ProxyType, RangeType},
-    sync::{
+    symbol_resolver::{StaticValue, SymbolResolver},
-        atomic::{AtomicBool, Ordering},
+    toplevel::{helper::PrimDef, numpy::unpack_ndarray_var_tys, TopLevelContext, TopLevelDef},
-        Arc,
+    typecheck::{
        type_inferencer::{CodeLocation, PrimitiveStore},
        typedef::{CallId, FuncArg, Type, TypeEnum, Unifier},
    },
    thread,
 };
 use crossbeam::channel::{unbounded, Receiver, Sender};
 use inkwell::{
    attributes::{Attribute, AttributeLoc},
@ -24,19 +24,14 @@ use inkwell::{
    AddressSpace, IntPredicate, OptimizationLevel,
 };
 use itertools::Itertools;
 use parking_lot::{Condvar, Mutex};
 use nac3parser::ast::{Location, Stmt, StrRef};
-
+use parking_lot::{Condvar, Mutex};
-use crate::{
+use std::collections::{HashMap, HashSet};
-    codegen::classes::{ListType, NDArrayType, ProxyType, RangeType},
+use std::sync::{
-    symbol_resolver::{StaticValue, SymbolResolver},
+    atomic::{AtomicBool, Ordering},
-    toplevel::{helper::PrimDef, numpy::unpack_ndarray_var_tys, TopLevelContext, TopLevelDef},
+    Arc,
    typecheck::{
        type_inferencer::{CodeLocation, PrimitiveStore},
        typedef::{CallId, FuncArg, Type, TypeEnum, Unifier},
    },
 };
 use std::thread;
 pub mod builtin_fns;
 pub mod classes;
@ -853,9 +848,10 @@ pub fn gen_func_impl<
    builder.position_at_end(init_bb);
    let body_bb = context.append_basic_block(fn_val, "body");
    // Store non-vararg argument values into local variables
    let mut var_assignment = HashMap::new();
    let offset = u32::from(has_sret);
    // Store non-vararg argument values into local variables
    for (n, arg) in args.iter().enumerate().filter(|(_, arg)| !arg.is_vararg) {
        let param = fn_val.get_nth_param((n as u32) + offset).unwrap();
        let local_type = get_llvm_type(
--- a/nac3core/src/codegen/numpy.rs
+++ b/nac3core/src/codegen/numpy.rs
@ -1,11 +1,3 @@
 use inkwell::{
    types::{AnyTypeEnum, BasicType, BasicTypeEnum, PointerType},
    values::{BasicValue, BasicValueEnum, IntValue, PointerValue},
    AddressSpace, IntPredicate, OptimizationLevel,
 };
 use nac3parser::ast::{Operator, StrRef};
 use crate::{
    codegen::{
        classes::{
@ -35,6 +27,16 @@ use crate::{
        typedef::{FunSignature, Type, TypeEnum},
    },
 };
 use inkwell::{
    types::BasicType,
    values::{BasicValueEnum, IntValue, PointerValue},
    AddressSpace, IntPredicate, OptimizationLevel,
 };
 use inkwell::{
    types::{AnyTypeEnum, BasicTypeEnum, PointerType},
    values::BasicValue,
 };
 use nac3parser::ast::{Operator, StrRef};
 /// Creates an uninitialized `NDArray` instance.
 fn create_ndarray_uninitialized<'ctx, G: CodeGenerator + ?Sized>(
@ -940,7 +942,7 @@ fn call_ndarray_array_impl<'ctx, G: CodeGenerator + ?Sized>(
                        .build_store(
                            lst,
                            ctx.builder
-                                .build_bit_cast(object.as_base_value(), llvm_plist_i8, "")
+                                .build_bitcast(object.as_base_value(), llvm_plist_i8, "")
                                .unwrap(),
                        )
                        .unwrap();
@ -962,7 +964,7 @@ fn call_ndarray_array_impl<'ctx, G: CodeGenerator + ?Sized>(
                                .builder
                                .build_load(lst, "")
                                .map(BasicValueEnum::into_pointer_value)
-                                .map(|v| ctx.builder.build_bit_cast(v, plist_plist_i8, "").unwrap())
+                                .map(|v| ctx.builder.build_bitcast(v, plist_plist_i8, "").unwrap())
                                .map(BasicValueEnum::into_pointer_value)
                                .unwrap();
                            let this_dim = ListValue::from_ptr_val(this_dim, llvm_usize, None);
@ -981,9 +983,7 @@ fn call_ndarray_array_impl<'ctx, G: CodeGenerator + ?Sized>(
                            ctx.builder
                                .build_store(
                                    lst,
-                                    ctx.builder
+                                    ctx.builder.build_bitcast(next_dim, llvm_plist_i8, "").unwrap(),
                                        .build_bit_cast(next_dim, llvm_plist_i8, "")
                                        .unwrap(),
                                )
                                .unwrap();
--- a/nac3core/src/codegen/stmt.rs
+++ b/nac3core/src/codegen/stmt.rs
@ -1,16 +1,3 @@
 use inkwell::{
    attributes::{Attribute, AttributeLoc},
    basic_block::BasicBlock,
    types::{BasicType, BasicTypeEnum},
    values::{BasicValue, BasicValueEnum, FunctionValue, IntValue, PointerValue},
    IntPredicate,
 };
 use itertools::{izip, Itertools};
 use nac3parser::ast::{
    Constant, ExcepthandlerKind, Expr, ExprKind, Location, Stmt, StmtKind, StrRef,
 };
 use super::{
    classes::{ArrayLikeIndexer, ArraySliceValue, ListValue, RangeValue},
    expr::{destructure_range, gen_binop_expr},
@ -27,6 +14,17 @@ use crate::{
        typedef::{iter_type_vars, FunSignature, Type, TypeEnum},
    },
 };
 use inkwell::{
    attributes::{Attribute, AttributeLoc},
    basic_block::BasicBlock,
    types::{BasicType, BasicTypeEnum},
    values::{BasicValue, BasicValueEnum, FunctionValue, IntValue, PointerValue},
    IntPredicate,
 };
 use itertools::{izip, Itertools};
 use nac3parser::ast::{
    Constant, ExcepthandlerKind, Expr, ExprKind, Location, Stmt, StmtKind, StrRef,
 };
 /// See [`CodeGenerator::gen_var_alloc`].
 pub fn gen_var<'ctx>(
@ -1828,37 +1826,6 @@ pub fn gen_stmt<G: CodeGenerator>(
                stmt.location,
            );
        }
        StmtKind::Global { names, .. } => {
            let registered_globals = ctx
                .top_level
                .definitions
                .read()
                .iter()
                .filter_map(|def| {
                    if let TopLevelDef::Variable { simple_name, ty, .. } = &*def.read() {
                        Some((*simple_name, *ty))
                    } else {
                        None
                    }
                })
                .collect_vec();
            for id in names {
                let Some((_, ty)) = registered_globals.iter().find(|(name, _)| name == id) else {
                    return Err(format!("{id} is not a global at {}", stmt.location));
                };
                let resolver = ctx.resolver.clone();
                let ptr = resolver
                    .get_symbol_value(*id, ctx, generator)
                    .map(|val| val.to_basic_value_enum(ctx, generator, *ty))
                    .transpose()?
                    .map(BasicValueEnum::into_pointer_value)
                    .unwrap();
                ctx.var_assignment.insert(*id, (ptr, None, 0));
            }
        }
        _ => unimplemented!(),
    };
    Ok(())
--- a/nac3core/src/codegen/test.rs
+++ b/nac3core/src/codegen/test.rs
@ -1,20 +1,3 @@
 use std::{
    collections::{HashMap, HashSet},
    sync::Arc,
 };
 use indexmap::IndexMap;
 use indoc::indoc;
 use inkwell::{
    targets::{InitializationConfig, Target},
    OptimizationLevel,
 };
 use nac3parser::{
    ast::{fold::Fold, FileName, StrRef},
    parser::parse_program,
 };
 use parking_lot::RwLock;
 use crate::{
    codegen::{
        classes::{ListType, NDArrayType, ProxyType, RangeType},
@ -28,10 +11,24 @@ use crate::{
        DefinitionId, FunInstance, TopLevelContext, TopLevelDef,
    },
    typecheck::{
-        type_inferencer::{FunctionData, IdentifierInfo, Inferencer, PrimitiveStore},
+        type_inferencer::{FunctionData, Inferencer, PrimitiveStore},
        typedef::{FunSignature, FuncArg, Type, TypeEnum, Unifier, VarMap},
    },
 };
 use indexmap::IndexMap;
 use indoc::indoc;
 use inkwell::{
    targets::{InitializationConfig, Target},
    OptimizationLevel,
 };
 use nac3parser::ast::FileName;
 use nac3parser::{
    ast::{fold::Fold, StrRef},
    parser::parse_program,
 };
 use parking_lot::RwLock;
 use std::collections::{HashMap, HashSet};
 use std::sync::Arc;
 struct Resolver {
    id_to_type: HashMap<StrRef, Type>,
@ -67,7 +64,6 @@ impl SymbolResolver for Resolver {
        &self,
        _: StrRef,
        _: &mut CodeGenContext<'ctx, '_>,
        _: &mut dyn CodeGenerator,
    ) -> Option<ValueEnum<'ctx>> {
        unimplemented!()
    }
@ -142,8 +138,7 @@ fn test_primitives() {
    };
    let mut virtual_checks = Vec::new();
    let mut calls = HashMap::new();
-    let mut identifiers: HashMap<_, _> =
+    let mut identifiers: HashSet<_> = ["a".into(), "b".into()].into();
        ["a".into(), "b".into()].map(|id| (id, IdentifierInfo::default())).into();
    let mut inferencer = Inferencer {
        top_level: &top_level,
        function_data: &mut function_data,
@ -322,8 +317,7 @@ fn test_simple_call() {
    };
    let mut virtual_checks = Vec::new();
    let mut calls = HashMap::new();
-    let mut identifiers: HashMap<_, _> =
+    let mut identifiers: HashSet<_> = ["a".into(), "foo".into()].into();
        ["a".into(), "foo".into()].map(|id| (id, IdentifierInfo::default())).into();
    let mut inferencer = Inferencer {
        top_level: &top_level,
        function_data: &mut function_data,
--- a/nac3core/src/symbol_resolver.rs
+++ b/nac3core/src/symbol_resolver.rs
@ -1,15 +1,7 @@
-use std::{
+use std::fmt::Debug;
-    collections::{HashMap, HashSet},
+use std::rc::Rc;
-    fmt::{Debug, Display},
+use std::sync::Arc;
-    rc::Rc,
+use std::{collections::HashMap, collections::HashSet, fmt::Display};
    sync::Arc,
 };
 use inkwell::values::{BasicValueEnum, FloatValue, IntValue, PointerValue, StructValue};
 use itertools::{chain, izip, Itertools};
 use parking_lot::RwLock;
 use nac3parser::ast::{Constant, Expr, Location, StrRef};
 use crate::{
    codegen::{CodeGenContext, CodeGenerator},
@ -19,6 +11,10 @@ use crate::{
        typedef::{Type, TypeEnum, Unifier, VarMap},
    },
 };
 use inkwell::values::{BasicValueEnum, FloatValue, IntValue, PointerValue, StructValue};
 use itertools::{chain, izip, Itertools};
 use nac3parser::ast::{Constant, Expr, Location, StrRef};
 use parking_lot::RwLock;
 #[derive(Clone, PartialEq, Debug)]
 pub enum SymbolValue {
@ -369,7 +365,6 @@ pub trait SymbolResolver {
        &self,
        str: StrRef,
        ctx: &mut CodeGenContext<'ctx, '_>,
        generator: &mut dyn CodeGenerator,
    ) -> Option<ValueEnum<'ctx>>;
    fn get_default_param_value(&self, expr: &Expr) -> Option<SymbolValue>;
--- a/nac3core/src/toplevel/builtins.rs
+++ b/nac3core/src/toplevel/builtins.rs
@ -1,5 +1,6 @@
 use std::iter::once;
 use helper::{debug_assert_prim_is_allowed, make_exception_fields, PrimDefDetails};
 use indexmap::IndexMap;
 use inkwell::{
    attributes::{Attribute, AttributeLoc},
@ -10,10 +11,6 @@ use inkwell::{
 use itertools::Either;
 use strum::IntoEnumIterator;
 use super::{
    helper::{debug_assert_prim_is_allowed, make_exception_fields, PrimDefDetails},
    *,
 };
 use crate::{
    codegen::{
        builtin_fns,
@ -26,6 +23,8 @@ use crate::{
    typecheck::typedef::{into_var_map, iter_type_vars, TypeVar, VarMap},
 };
 use super::*;
 type BuiltinInfo = Vec<(Arc<RwLock<TopLevelDef>>, Option<Stmt>)>;
 pub fn get_exn_constructor(
--- a/nac3core/src/toplevel/composer.rs
+++ b/nac3core/src/toplevel/composer.rs
@ -1,17 +1,17 @@
 use nac3parser::ast::fold::Fold;
 use std::rc::Rc;
 use nac3parser::ast::{fold::Fold, ExprKind};
 use super::*;
 use crate::{
    codegen::{expr::get_subst_key, stmt::exn_constructor},
    symbol_resolver::SymbolValue,
    typecheck::{
-        type_inferencer::{FunctionData, IdentifierInfo, Inferencer},
+        type_inferencer::{FunctionData, Inferencer},
        typedef::{TypeVar, VarMap},
    },
 };
 use super::*;
 pub struct ComposerConfig {
    pub kernel_ann: Option<&'static str>,
    pub kernel_invariant_ann: &'static str,
@ -101,8 +101,7 @@ impl TopLevelComposer {
            .iter()
            .map(|def_ast| match *def_ast.0.read() {
                TopLevelDef::Class { name, .. } => name.to_string(),
-                TopLevelDef::Function { simple_name, .. }
+                TopLevelDef::Function { simple_name, .. } => simple_name.to_string(),
                | TopLevelDef::Variable { simple_name, .. } => simple_name.to_string(),
            })
            .collect_vec();
@ -382,58 +381,8 @@ impl TopLevelComposer {
                ))
            }
            ast::StmtKind::AnnAssign { target, annotation, .. } => {
                let ExprKind::Name { id: name, .. } = target.node else {
                    return Err(format!(
                        "global variable declaration must be an identifier (at {})",
                        ast.location
                    ));
                };
                if self.keyword_list.contains(&name) {
                    return Err(format!(
                        "cannot use keyword `{}` as a class name (at {})",
                        name,
                        ast.location
                    ));
                }
                let global_var_name = if mod_path.is_empty() {
                    name.to_string()
                } else {
                    format!("{mod_path}.{name}")
                };
                if !defined_names.insert(global_var_name.clone()) {
                    return Err(format!(
                        "global variable `{}` defined twice (at {})",
                        global_var_name,
                        ast.location
                    ));
                }
                let ty_to_be_unified = self.unifier.get_dummy_var().ty;
                self.definition_ast_list.push((
                    RwLock::new(Self::make_top_level_variable_def(
                        global_var_name,
                        name,
                        // dummy here, unify with correct type later,
                        ty_to_be_unified,
                        *(annotation.clone()),
                        resolver,
                        Some(ast.location),
                    )).into(),
                    None,
                ));
                Ok((
                    name,
                    DefinitionId(self.definition_ast_list.len() - 1),
                    Some(ty_to_be_unified),
                ))
            }
            _ => Err(format!(
-                "registrations of constructs other than top level classes/functions/variables are not supported (at {})",
+                "registrations of constructs other than top level classes/functions are not supported (at {})",
                ast.location
            )),
        }
@ -447,7 +396,6 @@ impl TopLevelComposer {
        if inference {
            self.analyze_function_instance()?;
        }
        self.analyze_top_level_variables()?;
        Ok(())
    }
@ -552,7 +500,6 @@ impl TopLevelComposer {
            }
            Ok(())
        };
        let mut errors = HashSet::new();
        for (class_def, class_ast) in def_list.iter().skip(self.builtin_num) {
            if class_ast.is_none() {
@ -906,6 +853,7 @@ impl TopLevelComposer {
        let unifier = self.unifier.borrow_mut();
        let primitives_store = &self.primitives_ty;
        let mut errors = HashSet::new();
        let mut analyze = |function_def: &Arc<RwLock<TopLevelDef>>, function_ast: &Option<Stmt>| {
            let mut function_def = function_def.write();
            let function_def = &mut *function_def;
@ -1180,8 +1128,6 @@ impl TopLevelComposer {
            })?;
            Ok(())
        };
        let mut errors = HashSet::new();
        for (function_def, function_ast) in def_list.iter().skip(self.builtin_num) {
            if function_ast.is_none() {
                continue;
@ -1756,6 +1702,7 @@ impl TopLevelComposer {
            }
        }
        let mut errors = HashSet::new();
        let mut analyze = |i, def: &Arc<RwLock<TopLevelDef>>, ast: &Option<Stmt>| {
            let class_def = def.read();
            if let TopLevelDef::Class {
@ -1898,8 +1845,6 @@ impl TopLevelComposer {
            }
            Ok(())
        };
        let mut errors = HashSet::new();
        for (i, (def, ast)) in definition_ast_list.iter().enumerate().skip(self.builtin_num) {
            if ast.is_none() {
                continue;
@ -1949,8 +1894,7 @@ impl TopLevelComposer {
            } = &mut *function_def
            {
                let signature_ty_enum = unifier.get_ty(*signature);
-                let TypeEnum::TFunc(FunSignature { args, ret, vars, .. }) =
+                let TypeEnum::TFunc(FunSignature { args, ret, vars }) = signature_ty_enum.as_ref()
                    signature_ty_enum.as_ref()
                else {
                    unreachable!("must be typeenum::tfunc")
                };
@ -2058,12 +2002,11 @@ impl TopLevelComposer {
                        })
                    };
                    let mut identifiers = {
-                        let mut result = HashMap::new();
+                        let mut result: HashSet<_> = HashSet::new();
                        if self_type.is_some() {
-                            result.insert("self".into(), IdentifierInfo::default());
+                            result.insert("self".into());
                        }
-                        result
+                        result.extend(inst_args.iter().map(|x| x.name));
                            .extend(inst_args.iter().map(|x| (x.name, IdentifierInfo::default())));
                        result
                    };
                    let mut calls: HashMap<CodeLocation, CallId> = HashMap::new();
@ -2114,16 +2057,6 @@ impl TopLevelComposer {
                        instance_to_symbol.insert(String::new(), simple_name.to_string());
                        continue;
                    }
                    if !decorator_list.is_empty() {
                        if let ast::ExprKind::Call { func, .. } = &decorator_list[0].node {
                            if matches!(&func.node,
                                ast::ExprKind::Name{ id, .. } if id == &"rpc".into())
                            {
                                instance_to_symbol.insert(String::new(), simple_name.to_string());
                                continue;
                            }
                        }
                    }
                    let fun_body = body
                        .into_iter()
@ -2228,57 +2161,4 @@ impl TopLevelComposer {
        }
        Ok(())
    }
    /// Step 6. Analyze and populate the types of global variables.
    fn analyze_top_level_variables(&mut self) -> Result<(), HashSet<String>> {
        let def_list = &self.definition_ast_list;
        let temp_def_list = self.extract_def_list();
        let unifier = &mut self.unifier;
        let primitives_store = &self.primitives_ty;
        let mut analyze = |variable_def: &Arc<RwLock<TopLevelDef>>| -> Result<_, HashSet<String>> {
            let variable_def = &mut *variable_def.write();
            let TopLevelDef::Variable { ty: dummy_ty, ty_decl, resolver, loc, .. } = variable_def
            else {
                // not top level variable def, skip
                return Ok(());
            };
            let resolver = &**resolver.as_ref().unwrap();
            let ty_annotation = parse_ast_to_type_annotation_kinds(
                resolver,
                &temp_def_list,
                unifier,
                primitives_store,
                ty_decl,
                HashMap::new(),
            )?;
            let ty_from_ty_annotation = get_type_from_type_annotation_kinds(
                &temp_def_list,
                unifier,
                primitives_store,
                &ty_annotation,
                &mut None,
            )?;
            unifier.unify(*dummy_ty, ty_from_ty_annotation).map_err(|e| {
                HashSet::from([e.at(Some(loc.unwrap())).to_display(unifier).to_string()])
            })?;
            Ok(())
        };
        let mut errors = HashSet::new();
        for (variable_def, _) in def_list.iter().skip(self.builtin_num) {
            if let Err(e) = analyze(variable_def) {
                errors.extend(e);
            }
        }
        if !errors.is_empty() {
            return Err(errors);
        }
        Ok(())
    }
 }
--- a/nac3core/src/toplevel/helper.rs
+++ b/nac3core/src/toplevel/helper.rs
@ -1,17 +1,14 @@
 use std::convert::TryInto;
 use crate::symbol_resolver::SymbolValue;
 use crate::toplevel::numpy::unpack_ndarray_var_tys;
 use crate::typecheck::typedef::{into_var_map, iter_type_vars, Mapping, TypeVarId, VarMap};
 use ast::ExprKind;
 use nac3parser::ast::{Constant, Location};
 use strum::IntoEnumIterator;
 use strum_macros::EnumIter;
 use ast::ExprKind;
 use nac3parser::ast::{Constant, Location};
 use super::*;
 use crate::{
    symbol_resolver::SymbolValue,
    toplevel::numpy::unpack_ndarray_var_tys,
    typecheck::typedef::{into_var_map, iter_type_vars, Mapping, TypeVarId, VarMap},
 };
 /// All primitive types and functions in nac3core.
 #[derive(Clone, Copy, Debug, EnumIter, PartialEq, Eq)]
@ -391,9 +388,6 @@ impl TopLevelDef {
                    r
                }
            ),
            TopLevelDef::Variable { name, ty, .. } => {
                format!("Variable {{ name: {name:?}, ty: {:?} }}", unifier.stringify(*ty),)
            }
        }
    }
 }
@ -595,18 +589,6 @@ impl TopLevelComposer {
        }
    }
    #[must_use]
    pub fn make_top_level_variable_def(
        name: String,
        simple_name: StrRef,
        ty: Type,
        ty_decl: Expr,
        resolver: Option<Arc<dyn SymbolResolver + Send + Sync>>,
        loc: Option<Location>,
    ) -> TopLevelDef {
        TopLevelDef::Variable { name, simple_name, ty, ty_decl, resolver, loc }
    }
    #[must_use]
    pub fn make_class_method_name(mut class_name: String, method_name: &str) -> String {
        class_name.push('.');
--- a/nac3core/src/toplevel/mod.rs
+++ b/nac3core/src/toplevel/mod.rs
@ -6,23 +6,23 @@ use std::{
    sync::Arc,
 };
-use inkwell::values::BasicValueEnum;
+use super::codegen::CodeGenContext;
-use itertools::Itertools;
+use super::typecheck::type_inferencer::PrimitiveStore;
-use parking_lot::RwLock;
+use super::typecheck::typedef::{
-
+    FunSignature, FuncArg, SharedUnifier, Type, TypeEnum, Unifier, VarMap,
-use nac3parser::ast::{self, Expr, Location, Stmt, StrRef};
+};
 use crate::{
-    codegen::{CodeGenContext, CodeGenerator},
+    codegen::CodeGenerator,
    symbol_resolver::{SymbolResolver, ValueEnum},
    typecheck::{
-        type_inferencer::{CodeLocation, PrimitiveStore},
+        type_inferencer::CodeLocation,
-        typedef::{
+        typedef::{CallId, TypeVarId},
            CallId, FunSignature, FuncArg, SharedUnifier, Type, TypeEnum, TypeVarId, Unifier,
            VarMap,
        },
    },
 };
 use inkwell::values::BasicValueEnum;
 use itertools::Itertools;
 use nac3parser::ast::{self, Location, Stmt, StrRef};
 use parking_lot::RwLock;
 #[derive(PartialEq, Eq, PartialOrd, Ord, Clone, Copy, Hash, Debug)]
 pub struct DefinitionId(pub usize);
@ -148,25 +148,6 @@ pub enum TopLevelDef {
        /// Definition location.
        loc: Option<Location>,
    },
    Variable {
        /// Qualified name of the global variable, should be unique globally.
        name: String,
        /// Simple name, the same as in method/function definition.
        simple_name: StrRef,
        /// Type of the global variable.
        ty: Type,
        /// The declared type of the global variable.
        ty_decl: Expr,
        /// Symbol resolver of the module defined the class.
        resolver: Option<Arc<dyn SymbolResolver + Send + Sync>>,
        /// Definition location.
        loc: Option<Location>,
    },
 }
 pub struct TopLevelContext {
--- a/nac3core/src/toplevel/numpy.rs
+++ b/nac3core/src/toplevel/numpy.rs
@ -1,5 +1,3 @@
 use itertools::Itertools;
 use crate::{
    toplevel::helper::PrimDef,
    typecheck::{
@ -7,6 +5,7 @@ use crate::{
        typedef::{Type, TypeEnum, TypeVarId, Unifier, VarMap},
    },
 };
 use itertools::Itertools;
 /// Creates a `ndarray` [`Type`] with the given type arguments.
 ///
--- a/nac3core/src/toplevel/test.rs
+++ b/nac3core/src/toplevel/test.rs
@ -1,24 +1,21 @@
 use std::{collections::HashMap, sync::Arc};
 use indoc::indoc;
 use parking_lot::Mutex;
 use test_case::test_case;
 use nac3parser::{
    ast::{fold::Fold, FileName},
    parser::parse_program,
 };
 use super::*;
 use crate::toplevel::helper::PrimDef;
 use crate::typecheck::typedef::into_var_map;
 use crate::{
    codegen::CodeGenContext,
    symbol_resolver::{SymbolResolver, ValueEnum},
-    toplevel::{helper::PrimDef, DefinitionId},
+    toplevel::DefinitionId,
    typecheck::{
        type_inferencer::PrimitiveStore,
-        typedef::{into_var_map, Type, Unifier},
+        typedef::{Type, Unifier},
    },
 };
 use indoc::indoc;
 use nac3parser::ast::FileName;
 use nac3parser::{ast::fold::Fold, parser::parse_program};
 use parking_lot::Mutex;
 use std::{collections::HashMap, sync::Arc};
 use test_case::test_case;
 struct ResolverInternal {
    id_to_type: Mutex<HashMap<StrRef, Type>>,
@ -65,7 +62,6 @@ impl SymbolResolver for Resolver {
        &self,
        _: StrRef,
        _: &mut CodeGenContext<'ctx, '_>,
        _: &mut dyn CodeGenerator,
    ) -> Option<ValueEnum<'ctx>> {
        unimplemented!()
    }
--- a/nac3core/src/toplevel/type_annotation.rs
+++ b/nac3core/src/toplevel/type_annotation.rs
@ -1,13 +1,9 @@
 use strum::IntoEnumIterator;
 use nac3parser::ast::Constant;
 use super::*;
-use crate::{
+use crate::symbol_resolver::SymbolValue;
-    symbol_resolver::SymbolValue,
+use crate::toplevel::helper::{PrimDef, PrimDefDetails};
-    toplevel::helper::{PrimDef, PrimDefDetails},
+use crate::typecheck::typedef::VarMap;
-    typecheck::typedef::VarMap,
+use nac3parser::ast::Constant;
-};
+use strum::IntoEnumIterator;
 #[derive(Clone, Debug)]
 pub enum TypeAnnotation {
--- a/nac3core/src/typecheck/function_check.rs
+++ b/nac3core/src/typecheck/function_check.rs
@ -1,19 +1,13 @@
-use std::{
+use crate::toplevel::helper::PrimDef;
    collections::{HashMap, HashSet},
    iter::once,
 };
 use super::type_inferencer::Inferencer;
 use super::typedef::{Type, TypeEnum};
 use nac3parser::ast::{
    self, Constant, Expr, ExprKind,
    Operator::{LShift, RShift},
    Stmt, StmtKind, StrRef,
 };
-
+use std::{collections::HashSet, iter::once};
 use super::{
    type_inferencer::{IdentifierInfo, Inferencer},
    typedef::{Type, TypeEnum},
 };
 use crate::toplevel::helper::PrimDef;
 impl<'a> Inferencer<'a> {
    fn should_have_value(&mut self, expr: &Expr<Option<Type>>) -> Result<(), HashSet<String>> {
@ -27,15 +21,15 @@ impl<'a> Inferencer<'a> {
    fn check_pattern(
        &mut self,
        pattern: &Expr<Option<Type>>,
-        defined_identifiers: &mut HashMap<StrRef, IdentifierInfo>,
+        defined_identifiers: &mut HashSet<StrRef>,
    ) -> Result<(), HashSet<String>> {
        match &pattern.node {
            ExprKind::Name { id, .. } if id == &"none".into() => {
                Err(HashSet::from([format!("cannot assign to a `none` (at {})", pattern.location)]))
            }
            ExprKind::Name { id, .. } => {
-                if !defined_identifiers.contains_key(id) {
+                if !defined_identifiers.contains(id) {
-                    defined_identifiers.insert(*id, IdentifierInfo::default());
+                    defined_identifiers.insert(*id);
                }
                self.should_have_value(pattern)?;
                Ok(())
@ -75,7 +69,7 @@ impl<'a> Inferencer<'a> {
    fn check_expr(
        &mut self,
        expr: &Expr<Option<Type>>,
-        defined_identifiers: &mut HashMap<StrRef, IdentifierInfo>,
+        defined_identifiers: &mut HashSet<StrRef>,
    ) -> Result<(), HashSet<String>> {
        // there are some cases where the custom field is None
        if let Some(ty) = &expr.custom {
@ -96,7 +90,7 @@ impl<'a> Inferencer<'a> {
                    return Ok(());
                }
                self.should_have_value(expr)?;
-                if !defined_identifiers.contains_key(id) {
+                if !defined_identifiers.contains(id) {
                    match self.function_data.resolver.get_symbol_type(
                        self.unifier,
                        &self.top_level.definitions.read(),
@ -104,7 +98,7 @@ impl<'a> Inferencer<'a> {
                        *id,
                    ) {
                        Ok(_) => {
-                            self.defined_identifiers.insert(*id, IdentifierInfo::default());
+                            self.defined_identifiers.insert(*id);
                        }
                        Err(e) => {
                            return Err(HashSet::from([format!(
@ -177,7 +171,9 @@ impl<'a> Inferencer<'a> {
                let mut defined_identifiers = defined_identifiers.clone();
                for arg in &args.args {
                    // TODO: should we check the types here?
-                    defined_identifiers.entry(arg.node.arg).or_default();
+                    if !defined_identifiers.contains(&arg.node.arg) {
                        defined_identifiers.insert(arg.node.arg);
                    }
                }
                self.check_expr(body, &mut defined_identifiers)?;
            }
@ -240,7 +236,7 @@ impl<'a> Inferencer<'a> {
    fn check_stmt(
        &mut self,
        stmt: &Stmt<Option<Type>>,
-        defined_identifiers: &mut HashMap<StrRef, IdentifierInfo>,
+        defined_identifiers: &mut HashSet<StrRef>,
    ) -> Result<bool, HashSet<String>> {
        match &stmt.node {
            StmtKind::For { target, iter, body, orelse, .. } => {
@ -266,11 +262,9 @@ impl<'a> Inferencer<'a> {
                let body_returned = self.check_block(body, &mut body_identifiers)?;
                let orelse_returned = self.check_block(orelse, &mut orelse_identifiers)?;
-                for ident in body_identifiers.keys() {
+                for ident in &body_identifiers {
-                    if !defined_identifiers.contains_key(ident)
+                    if !defined_identifiers.contains(ident) && orelse_identifiers.contains(ident) {
-                        && orelse_identifiers.contains_key(ident)
+                        defined_identifiers.insert(*ident);
                    {
                        defined_identifiers.insert(*ident, IdentifierInfo::default());
                    }
                }
                Ok(body_returned && orelse_returned)
@ -301,7 +295,7 @@ impl<'a> Inferencer<'a> {
                    let mut defined_identifiers = defined_identifiers.clone();
                    let ast::ExcepthandlerKind::ExceptHandler { name, body, .. } = &handler.node;
                    if let Some(name) = name {
-                        defined_identifiers.insert(*name, IdentifierInfo::default());
+                        defined_identifiers.insert(*name);
                    }
                    self.check_block(body, &mut defined_identifiers)?;
                }
@ -365,40 +359,6 @@ impl<'a> Inferencer<'a> {
                }
                Ok(true)
            }
            StmtKind::Global { names, .. } => {
                for id in names {
                    if let Some(id_info) = defined_identifiers.get(id) {
                        if !id_info.is_global {
                            return Err(HashSet::from([format!(
                                "name '{id}' is assigned to before global declaration at {}",
                                stmt.location,
                            )]));
                        }
                        continue;
                    }
                    match self.function_data.resolver.get_symbol_type(
                        self.unifier,
                        &self.top_level.definitions.read(),
                        self.primitives,
                        *id,
                    ) {
                        Ok(_) => {
                            self.defined_identifiers
                                .insert(*id, IdentifierInfo { is_global: true });
                        }
                        Err(e) => {
                            return Err(HashSet::from([format!(
                                "type error at identifier `{}` ({}) at {}",
                                id, e, stmt.location
                            )]))
                        }
                    }
                }
                Ok(false)
            }
            // break, raise, etc.
            _ => Ok(false),
        }
@ -407,7 +367,7 @@ impl<'a> Inferencer<'a> {
    pub fn check_block(
        &mut self,
        block: &[Stmt<Option<Type>>],
-        defined_identifiers: &mut HashMap<StrRef, IdentifierInfo>,
+        defined_identifiers: &mut HashSet<StrRef>,
    ) -> Result<bool, HashSet<String>> {
        let mut ret = false;
        for stmt in block {
--- a/nac3core/src/typecheck/magic_methods.rs
+++ b/nac3core/src/typecheck/magic_methods.rs
@ -1,21 +1,17 @@
-use std::{cmp::max, collections::HashMap, rc::Rc};
+use crate::symbol_resolver::SymbolValue;
-
+use crate::toplevel::helper::PrimDef;
-use itertools::{iproduct, Itertools};
+use crate::toplevel::numpy::{make_ndarray_ty, unpack_ndarray_var_tys};
-use strum::IntoEnumIterator;
+use crate::typecheck::{
-
+    type_inferencer::*,
-use nac3parser::ast::{Cmpop, Operator, StrRef, Unaryop};
+    typedef::{FunSignature, FuncArg, Type, TypeEnum, Unifier, VarMap},
 use crate::{
    symbol_resolver::SymbolValue,
    toplevel::{
        helper::PrimDef,
        numpy::{make_ndarray_ty, unpack_ndarray_var_tys},
    },
    typecheck::{
        type_inferencer::*,
        typedef::{FunSignature, FuncArg, Type, TypeEnum, Unifier, VarMap},
    },
 };
 use itertools::{iproduct, Itertools};
 use nac3parser::ast::StrRef;
 use nac3parser::ast::{Cmpop, Operator, Unaryop};
 use std::cmp::max;
 use std::collections::HashMap;
 use std::rc::Rc;
 use strum::IntoEnumIterator;
 /// The variant of a binary operator.
 #[derive(Debug, Clone, Copy, PartialEq, Eq)]
--- a/nac3core/src/typecheck/type_error.rs
+++ b/nac3core/src/typecheck/type_error.rs
@ -1,14 +1,14 @@
-use std::{collections::HashMap, fmt::Display};
+use std::collections::HashMap;
 use std::fmt::Display;
-use itertools::Itertools;
+use crate::typecheck::{magic_methods::HasOpInfo, typedef::TypeEnum};
 use nac3parser::ast::{Cmpop, Location, StrRef};
 use super::{
    magic_methods::Binop,
    typedef::{RecordKey, Type, Unifier},
 };
-use crate::typecheck::{magic_methods::HasOpInfo, typedef::TypeEnum};
+use itertools::Itertools;
 use nac3parser::ast::{Cmpop, Location, StrRef};
 #[derive(Debug, Clone)]
 pub enum TypeErrorKind {
--- a/nac3core/src/typecheck/type_inferencer/mod.rs
+++ b/nac3core/src/typecheck/type_inferencer/mod.rs
@ -1,36 +1,32 @@
-use std::{
+use std::cmp::max;
-    cell::RefCell,
+use std::collections::{HashMap, HashSet};
-    cmp::max,
+use std::convert::{From, TryInto};
-    collections::{HashMap, HashSet},
+use std::iter::once;
-    convert::{From, TryInto},
+use std::{cell::RefCell, sync::Arc};
    iter::once,
    sync::Arc,
 };
 use itertools::{izip, Itertools};
 use nac3parser::ast::{
    self,
    fold::{self, Fold},
    Arguments, Comprehension, ExprContext, ExprKind, Located, Location, StrRef,
 };
 use super::{
    magic_methods::*,
    type_error::{TypeError, TypeErrorKind},
    typedef::{
-        into_var_map, iter_type_vars, Call, CallId, FunSignature, FuncArg, Mapping, OperatorInfo,
+        into_var_map, iter_type_vars, Call, CallId, FunSignature, FuncArg, OperatorInfo,
        RecordField, RecordKey, Type, TypeEnum, TypeVar, Unifier, VarMap,
    },
 };
 use crate::toplevel::type_annotation::TypeAnnotation;
 use crate::{
    symbol_resolver::{SymbolResolver, SymbolValue},
    toplevel::{
        helper::{arraylike_flatten_element_type, arraylike_get_ndims, PrimDef},
        numpy::{make_ndarray_ty, unpack_ndarray_var_tys},
        type_annotation::TypeAnnotation,
        TopLevelContext, TopLevelDef,
    },
    typecheck::typedef::Mapping,
 };
 use itertools::{izip, Itertools};
 use nac3parser::ast::{
    self,
    fold::{self, Fold},
    Arguments, Comprehension, ExprContext, ExprKind, Located, Location, StrRef,
 };
 #[cfg(test)]
@ -88,20 +84,6 @@ impl PrimitiveStore {
    }
 }
 /// Information regarding a defined identifier.
 #[derive(Clone, Copy, Debug, Default)]
 pub struct IdentifierInfo {
    /// Whether this identifier refers to a global variable.
    pub is_global: bool,
 }
 impl IdentifierInfo {
    #[must_use]
    pub fn new() -> IdentifierInfo {
        IdentifierInfo::default()
    }
 }
 pub struct FunctionData {
    pub resolver: Arc<dyn SymbolResolver + Send + Sync>,
    pub return_type: Option<Type>,
@ -110,7 +92,7 @@ pub struct FunctionData {
 pub struct Inferencer<'a> {
    pub top_level: &'a TopLevelContext,
-    pub defined_identifiers: HashMap<StrRef, IdentifierInfo>,
+    pub defined_identifiers: HashSet<StrRef>,
    pub function_data: &'a mut FunctionData,
    pub unifier: &'a mut Unifier,
    pub primitives: &'a PrimitiveStore,
@ -242,7 +224,9 @@ impl<'a> Fold<()> for Inferencer<'a> {
                                handler.location,
                            ));
                            if let Some(name) = name {
-                                self.defined_identifiers.entry(name).or_default();
+                                if !self.defined_identifiers.contains(&name) {
                                    self.defined_identifiers.insert(name);
                                }
                                if let Some(old_typ) = self.variable_mapping.insert(name, typ) {
                                    let loc = handler.location;
                                    self.unifier.unify(old_typ, typ).map_err(|e| {
@ -394,7 +378,6 @@ impl<'a> Fold<()> for Inferencer<'a> {
            | ast::StmtKind::Continue { .. }
            | ast::StmtKind::Expr { .. }
            | ast::StmtKind::For { .. }
            | ast::StmtKind::Global { .. }
            | ast::StmtKind::Pass { .. }
            | ast::StmtKind::Try { .. } => {}
            ast::StmtKind::If { test, .. } | ast::StmtKind::While { test, .. } => {
@ -566,7 +549,7 @@ impl<'a> Fold<()> for Inferencer<'a> {
                        unreachable!("must be tobj")
                    }
                } else {
-                    if !self.defined_identifiers.contains_key(id) {
+                    if !self.defined_identifiers.contains(id) {
                        match self.function_data.resolver.get_symbol_type(
                            self.unifier,
                            &self.top_level.definitions.read(),
@ -574,7 +557,7 @@ impl<'a> Fold<()> for Inferencer<'a> {
                            *id,
                        ) {
                            Ok(_) => {
-                                self.defined_identifiers.insert(*id, IdentifierInfo::default());
+                                self.defined_identifiers.insert(*id);
                            }
                            Err(e) => {
                                return report_error(
@ -639,8 +622,8 @@ impl<'a> Inferencer<'a> {
    fn infer_pattern<T>(&mut self, pattern: &ast::Expr<T>) -> Result<(), InferenceError> {
        match &pattern.node {
            ExprKind::Name { id, .. } => {
-                if !self.defined_identifiers.contains_key(id) {
+                if !self.defined_identifiers.contains(id) {
-                    self.defined_identifiers.insert(*id, IdentifierInfo::default());
+                    self.defined_identifiers.insert(*id);
                }
                Ok(())
            }
@ -749,8 +732,8 @@ impl<'a> Inferencer<'a> {
        let mut defined_identifiers = self.defined_identifiers.clone();
        for arg in &args.args {
            let name = &arg.node.arg;
-            if !defined_identifiers.contains_key(name) {
+            if !defined_identifiers.contains(name) {
-                defined_identifiers.insert(*name, IdentifierInfo::default());
+                defined_identifiers.insert(*name);
            }
        }
        let fn_args: Vec<_> = args
@ -1567,29 +1550,36 @@ impl<'a> Inferencer<'a> {
        }
        // 2-argument ndarray n-dimensional creation functions
        if id == &"np_full".into() && args.len() == 2 {
-            // Parse arguments
+            let ExprKind::List { elts, .. } = &args[0].node else {
-            let shape_expr = args.remove(0);
+                return report_error(
-            let (ndims, shape) =
+                    format!(
-                self.fold_numpy_function_call_shape_argument(*id, 0, shape_expr)?; // Special handling for `shape`
+                        "Expected List literal for first argument of {id}, got {}",
                        args[0].node.name()
                    )
                    .as_str(),
                    args[0].location,
                );
            };
-            let fill_value = self.fold_expr(args.remove(0))?;
+            let ndims = elts.len() as u64;
-            // Build the return type
+            let arg0 = self.fold_expr(args.remove(0))?;
-            let dtype = fill_value.custom.unwrap();
+            let arg1 = self.fold_expr(args.remove(0))?;
            let ty = arg1.custom.unwrap();
            let ndims = self.unifier.get_fresh_literal(vec![SymbolValue::U64(ndims)], None);
-            let ret = make_ndarray_ty(self.unifier, self.primitives, Some(dtype), Some(ndims));
+            let ret = make_ndarray_ty(self.unifier, self.primitives, Some(ty), Some(ndims));
            let custom = self.unifier.add_ty(TypeEnum::TFunc(FunSignature {
                args: vec![
                    FuncArg {
                        name: "shape".into(),
-                        ty: shape.custom.unwrap(),
+                        ty: arg0.custom.unwrap(),
                        default_value: None,
                        is_vararg: false,
                    },
                    FuncArg {
                        name: "fill_value".into(),
-                        ty: fill_value.custom.unwrap(),
+                        ty: arg1.custom.unwrap(),
                        default_value: None,
                        is_vararg: false,
                    },
@ -1607,7 +1597,7 @@ impl<'a> Inferencer<'a> {
                        location: func.location,
                        node: ExprKind::Name { id: *id, ctx: *ctx },
                    }),
-                    args: vec![shape, fill_value],
+                    args: vec![arg0, arg1],
                    keywords: vec![],
                },
            }));
--- a/nac3core/src/typecheck/type_inferencer/test.rs
+++ b/nac3core/src/typecheck/type_inferencer/test.rs
@ -1,19 +1,17 @@
-use std::iter::zip;
+use super::super::{magic_methods::with_fields, typedef::*};
 use indexmap::IndexMap;
 use indoc::indoc;
 use parking_lot::RwLock;
 use test_case::test_case;
 use nac3parser::{ast::FileName, parser::parse_program};
 use super::*;
 use crate::{
-    codegen::{CodeGenContext, CodeGenerator},
+    codegen::CodeGenContext,
    symbol_resolver::ValueEnum,
    toplevel::{helper::PrimDef, DefinitionId, TopLevelDef},
    typecheck::{magic_methods::with_fields, typedef::*},
 };
 use indexmap::IndexMap;
 use indoc::indoc;
 use nac3parser::ast::FileName;
 use nac3parser::parser::parse_program;
 use parking_lot::RwLock;
 use std::iter::zip;
 use test_case::test_case;
 struct Resolver {
    id_to_type: HashMap<StrRef, Type>,
@ -43,7 +41,6 @@ impl SymbolResolver for Resolver {
        &self,
        _: StrRef,
        _: &mut CodeGenContext<'ctx, '_>,
        _: &mut dyn CodeGenerator,
    ) -> Option<ValueEnum<'ctx>> {
        unimplemented!()
    }
@ -520,7 +517,7 @@ impl TestEnvironment {
            primitives: &mut self.primitives,
            virtual_checks: &mut self.virtual_checks,
            calls: &mut self.calls,
-            defined_identifiers: HashMap::default(),
+            defined_identifiers: HashSet::default(),
            in_handler: false,
        }
    }
@ -596,9 +593,8 @@ fn test_basic(source: &str, mapping: &HashMap<&str, &str>, virtuals: &[(&str, &s
    println!("source:\n{source}");
    let mut env = TestEnvironment::new();
    let id_to_name = std::mem::take(&mut env.id_to_name);
-    let mut defined_identifiers: HashMap<_, _> =
+    let mut defined_identifiers: HashSet<_> = env.identifier_mapping.keys().copied().collect();
-        env.identifier_mapping.keys().copied().map(|id| (id, IdentifierInfo::default())).collect();
+    defined_identifiers.insert("virtual".into());
    defined_identifiers.insert("virtual".into(), IdentifierInfo::default());
    let mut inferencer = env.get_inferencer();
    inferencer.defined_identifiers.clone_from(&defined_identifiers);
    let statements = parse_program(source, FileName::default()).unwrap();
@ -743,9 +739,8 @@ fn test_primitive_magic_methods(source: &str, mapping: &HashMap<&str, &str>) {
    println!("source:\n{source}");
    let mut env = TestEnvironment::basic_test_env();
    let id_to_name = std::mem::take(&mut env.id_to_name);
-    let mut defined_identifiers: HashMap<_, _> =
+    let mut defined_identifiers: HashSet<_> = env.identifier_mapping.keys().copied().collect();
-        env.identifier_mapping.keys().copied().map(|id| (id, IdentifierInfo::default())).collect();
+    defined_identifiers.insert("virtual".into());
    defined_identifiers.insert("virtual".into(), IdentifierInfo::default());
    let mut inferencer = env.get_inferencer();
    inferencer.defined_identifiers.clone_from(&defined_identifiers);
    let statements = parse_program(source, FileName::default()).unwrap();
--- a/nac3core/src/typecheck/typedef/mod.rs
+++ b/nac3core/src/typecheck/typedef/mod.rs
@ -1,28 +1,21 @@
-use std::{
+use super::magic_methods::{Binop, HasOpInfo};
-    borrow::Cow,
+use super::type_error::{TypeError, TypeErrorKind};
-    cell::RefCell,
+use super::unification_table::{UnificationKey, UnificationTable};
-    collections::{HashMap, HashSet},
+use crate::symbol_resolver::SymbolValue;
-    fmt::{self, Display},
+use crate::toplevel::helper::PrimDef;
-    iter::{repeat, zip},
+use crate::toplevel::{DefinitionId, TopLevelContext, TopLevelDef};
-    rc::Rc,
+use crate::typecheck::magic_methods::OpInfo;
-    sync::{Arc, Mutex},
+use crate::typecheck::type_inferencer::PrimitiveStore;
 };
 use indexmap::IndexMap;
 use itertools::{repeat_n, Itertools};
 use nac3parser::ast::{Cmpop, Location, StrRef, Unaryop};
-
+use std::cell::RefCell;
-use super::{
+use std::collections::HashMap;
-    magic_methods::{Binop, HasOpInfo},
+use std::fmt::{self, Display};
-    type_error::{TypeError, TypeErrorKind},
+use std::iter::{repeat, zip};
-    unification_table::{UnificationKey, UnificationTable},
+use std::rc::Rc;
-};
+use std::sync::{Arc, Mutex};
-use crate::{
+use std::{borrow::Cow, collections::HashSet};
    symbol_resolver::SymbolValue,
    toplevel::{helper::PrimDef, DefinitionId, TopLevelContext, TopLevelDef},
    typecheck::{magic_methods::OpInfo, type_inferencer::PrimitiveStore},
 };
 #[cfg(test)]
 mod test;
@ -677,8 +670,8 @@ impl Unifier {
        let num_args = posargs.len() + kwargs.len();
        // Now we check the arguments against the parameters,
-        // and depending on what `call_info` is, we might change how `unify_call()` behaves
+        // and depending on what `call_info` is, we might change how the behavior `unify_call()`
-        // to improve user error messages when type checking fails.
+        // in hopes to improve user error messages when type checking fails.
        match operator_info {
            Some(OperatorInfo::IsBinaryOp { self_type, operator }) => {
                // The call is written in the form of (say) `a + b`.
--- a/nac3core/src/typecheck/typedef/test.rs
+++ b/nac3core/src/typecheck/typedef/test.rs
@ -1,12 +1,10 @@
-use std::collections::HashMap;
+use super::super::magic_methods::with_fields;
-
+use super::*;
 use indoc::indoc;
 use itertools::Itertools;
 use std::collections::HashMap;
 use test_case::test_case;
 use super::*;
 use crate::typecheck::magic_methods::with_fields;
 impl Unifier {
    /// Check whether two types are equal.
    fn eq(&mut self, a: Type, b: Type) -> bool {
--- a/nac3ld/src/lib.rs
+++ b/nac3ld/src/lib.rs
@ -21,12 +21,13 @@
    clippy::wildcard_imports
 )]
 use std::{collections::HashMap, mem, ptr, slice, str};
 use byteorder::{ByteOrder, LittleEndian};
 use dwarf::*;
 use elf::*;
 use std::collections::HashMap;
 use std::{mem, ptr, slice, str};
 extern crate byteorder;
 use byteorder::{ByteOrder, LittleEndian};
 mod dwarf;
 mod elf;
--- a/nac3parser/Cargo.toml
+++ b/nac3parser/Cargo.toml
@ -8,15 +8,15 @@ license = "MIT"
 edition = "2021"
 [build-dependencies]
-lalrpop = "0.22"
+lalrpop = "0.20"
 [dependencies]
 nac3ast = { path = "../nac3ast" }
-lalrpop-util = "0.22"
+lalrpop-util = "0.20"
 log = "0.4"
 unic-emoji-char = "0.9"
 unic-ucd-ident  = "0.9"
-unicode_names2 = "1.3"
+unicode_names2 = "1.2"
 phf = { version = "0.11", features = ["macros"] }
 ahash = "0.8"
--- a/nac3parser/src/config_comment_helper.rs
+++ b/nac3parser/src/config_comment_helper.rs
@ -1,10 +1,8 @@
-use crate::{
+use crate::ast::Ident;
-    ast::{Ident, Location},
+use crate::ast::Location;
-    error::*,
+use crate::error::*;
-    token::Tok,
+use crate::token::Tok;
 };
 use lalrpop_util::ParseError;
 use nac3ast::*;
 pub fn make_config_comment(
--- a/nac3parser/src/error.rs
+++ b/nac3parser/src/error.rs
@ -1,11 +1,12 @@
 //! Define internal parse error types
 //! The goal is to provide a matching and a safe error API, maksing errors from LALR
 use std::error::Error;
 use std::fmt;
 use lalrpop_util::ParseError as LalrpopError;
-use crate::{ast::Location, token::Tok};
+use crate::ast::Location;
 use crate::token::Tok;
 use std::error::Error;
 use std::fmt;
 /// Represents an error during lexical scanning.
 #[derive(Debug, PartialEq)]
--- a/nac3parser/src/fstring.rs
+++ b/nac3parser/src/fstring.rs
@ -1,11 +1,12 @@
-use std::{iter, mem, str};
+use std::iter;
 use std::mem;
 use std::str;
 use crate::ast::{Constant, ConversionFlag, Expr, ExprKind, Location};
 use crate::error::{FStringError, FStringErrorType, ParseError};
 use crate::parser::parse_expression;
 use self::FStringErrorType::*;
 use crate::{
    ast::{Constant, ConversionFlag, Expr, ExprKind, Location},
    error::{FStringError, FStringErrorType, ParseError},
    parser::parse_expression,
 };
 struct FStringParser<'a> {
    chars: iter::Peekable<str::Chars<'a>>,
--- a/nac3parser/src/function.rs
+++ b/nac3parser/src/function.rs
@ -1,11 +1,8 @@
 use ahash::RandomState;
 use std::collections::HashSet;
-use ahash::RandomState;
+use crate::ast;
-
+use crate::error::{LexicalError, LexicalErrorType};
 use crate::{
    ast,
    error::{LexicalError, LexicalErrorType},
 };
 pub struct ArgumentList {
    pub args: Vec<ast::Expr>,
--- a/nac3parser/src/lexer.rs
+++ b/nac3parser/src/lexer.rs
@ -1,16 +1,16 @@
 //! This module takes care of lexing python source text.
 //!
 //! This means source code is translated into separate tokens.
 use std::{char, cmp::Ordering, num::IntErrorKind, str::FromStr};
 use unic_emoji_char::is_emoji_presentation;
 use unic_ucd_ident::{is_xid_continue, is_xid_start};
 pub use super::token::Tok;
-use crate::{
+use crate::ast::{FileName, Location};
-    ast::{FileName, Location},
+use crate::error::{LexicalError, LexicalErrorType};
-    error::{LexicalError, LexicalErrorType},
+use std::char;
-};
+use std::cmp::Ordering;
 use std::num::IntErrorKind;
 use std::str::FromStr;
 use unic_emoji_char::is_emoji_presentation;
 use unic_ucd_ident::{is_xid_continue, is_xid_start};
 #[derive(Clone, Copy, PartialEq, Debug, Default)]
 struct IndentationLevel {
--- a/nac3parser/src/parser.rs
+++ b/nac3parser/src/parser.rs
@ -5,16 +5,14 @@
 //! parse a whole program, a single statement, or a single
 //! expression.
 use nac3ast::Location;
 use std::iter;
-use nac3ast::Location;
+use crate::ast::{self, FileName};
-
+use crate::error::ParseError;
 use crate::lexer;
 pub use crate::mode::Mode;
-use crate::{
+use crate::python;
    ast::{self, FileName},
    error::ParseError,
    lexer, python,
 };
 /*
 * Parse python code.
--- a/nac3parser/src/token.rs
+++ b/nac3parser/src/token.rs
@ -1,8 +1,7 @@
 //! Different token definitions.
 //! Loosely based on token.h from CPython source:
 use std::fmt::{self, Write};
 use crate::ast;
 use std::fmt::{self, Write};
 /// Python source code can be tokenized in a sequence of these tokens.
 #[derive(Clone, Debug, PartialEq)]
--- a/nac3standalone/demo/src/globals.py
+++ b/nac3standalone/demo/src/globals.py
@ -1,31 +0,0 @@
@extern
 def output_int32(x: int32):
    ...
@extern
 def output_int64(x: int64):
    ...
 X: int32 = 0
 Y: int64 = int64(1)
 def f():
    global X, Y
    X = 1
    Y = int64(2)
 def run() -> int32:
    global X, Y
    output_int32(X)
    output_int64(Y)
    f()
    output_int32(X)
    output_int64(Y)
    X = 0
    Y = int64(0)
    output_int32(X)
    output_int64(Y)
    return 0
--- a/nac3standalone/demo/src/ndarray.py
+++ b/nac3standalone/demo/src/ndarray.py
@ -114,22 +114,12 @@ def test_ndarray_ones():
    n: ndarray[float, 1] = np_ones([1])
    output_ndarray_float_1(n)
    dim = (1,)
    n_tup: ndarray[float, 1] = np_ones(dim)
    output_ndarray_float_1(n_tup)
 def test_ndarray_full():
    n_float: ndarray[float, 1] = np_full([1], 2.0)
    output_ndarray_float_1(n_float)
    n_i32: ndarray[int32, 1] = np_full([1], 2)
    output_ndarray_int32_1(n_i32)
    dim = (1,)
    n_float_tup: ndarray[float, 1] = np_full(dim, 2.0)
    output_ndarray_float_1(n_float_tup)
    n_i32_tup: ndarray[int32, 1] = np_full(dim, 2)
    output_ndarray_int32_1(n_i32_tup)
 def test_ndarray_eye():
    n: ndarray[float, 2] = np_eye(2)
    output_ndarray_float_2(n)
--- a/nac3standalone/src/basic_symbol_resolver.rs
+++ b/nac3standalone/src/basic_symbol_resolver.rs
@ -1,14 +1,6 @@
-use std::{
+use nac3core::nac3parser::ast::{self, StrRef};
    collections::{HashMap, HashSet},
    sync::Arc,
 };
 use parking_lot::{Mutex, RwLock};
 use nac3core::{
-    codegen::{CodeGenContext, CodeGenerator},
+    codegen::CodeGenContext,
    inkwell::{module::Linkage, values::BasicValue},
    nac3parser::ast::{self, StrRef},
    symbol_resolver::{SymbolResolver, SymbolValue, ValueEnum},
    toplevel::{DefinitionId, TopLevelDef},
    typecheck::{
@ -16,6 +8,9 @@ use nac3core::{
        typedef::{Type, Unifier},
    },
 };
 use parking_lot::{Mutex, RwLock};
 use std::collections::HashSet;
 use std::{collections::HashMap, sync::Arc};
 pub struct ResolverInternal {
    pub id_to_type: Mutex<HashMap<StrRef, Type>>,
@ -50,51 +45,20 @@ impl SymbolResolver for Resolver {
    fn get_symbol_type(
        &self,
-        unifier: &mut Unifier,
+        _: &mut Unifier,
        _: &[Arc<RwLock<TopLevelDef>>],
-        primitives: &PrimitiveStore,
+        _: &PrimitiveStore,
        str: StrRef,
    ) -> Result<Type, String> {
-        self.0
+        self.0.id_to_type.lock().get(&str).copied().ok_or(format!("cannot get type of {str}"))
            .id_to_type
            .lock()
            .get(&str)
            .copied()
            .or_else(|| {
                self.0
                    .module_globals
                    .lock()
                    .get(&str)
                    .cloned()
                    .map(|v| v.get_type(primitives, unifier))
            })
            .ok_or(format!("cannot get type of {str}"))
    }
    fn get_symbol_value<'ctx>(
        &self,
-        str: StrRef,
+        _: StrRef,
-        ctx: &mut CodeGenContext<'ctx, '_>,
+        _: &mut CodeGenContext<'ctx, '_>,
        generator: &mut dyn CodeGenerator,
    ) -> Option<ValueEnum<'ctx>> {
-        self.0.module_globals.lock().get(&str).cloned().map(|v| {
+        unimplemented!()
            ctx.module
                .get_global(&str.to_string())
                .unwrap_or_else(|| {
                    let ty = v.get_type(&ctx.primitives, &mut ctx.unifier);
                    let init_val = ctx.gen_symbol_val(generator, &v, ty);
                    let llvm_ty = init_val.get_type();
                    let global = ctx.module.add_global(llvm_ty, None, &str.to_string());
                    global.set_linkage(Linkage::LinkOnceAny);
                    global.set_initializer(&init_val);
                    global
                })
                .as_basic_value_enum()
                .into()
        })
    }
    fn get_identifier_def(&self, id: StrRef) -> Result<DefinitionId, HashSet<String>> {
--- a/nac3standalone/src/main.rs
+++ b/nac3standalone/src/main.rs
@ -8,30 +8,20 @@
 #![warn(clippy::pedantic)]
 #![allow(clippy::too_many_lines, clippy::wildcard_imports)]
 use std::{
    collections::{HashMap, HashSet},
    fs,
    num::NonZeroUsize,
    path::Path,
    sync::Arc,
 };
 use clap::Parser;
-use parking_lot::{Mutex, RwLock};
+use nac3core::inkwell::{
-
+    memory_buffer::MemoryBuffer, module::Linkage, passes::PassBuilderOptions,
    support::is_multithreaded, targets::*, OptimizationLevel,
 };
 use nac3core::nac3parser::{
    ast::{Constant, Expr, ExprKind, StmtKind, StrRef},
    parser,
 };
 use nac3core::{
    codegen::{
        concrete_type::ConcreteTypeStore, irrt::load_irrt, CodeGenLLVMOptions,
        CodeGenTargetMachineOptions, CodeGenTask, DefaultCodeGenerator, WithCall, WorkerRegistry,
    },
    inkwell::{
        memory_buffer::MemoryBuffer, module::Linkage, passes::PassBuilderOptions,
        support::is_multithreaded, targets::*, OptimizationLevel,
    },
    nac3parser::{
        ast::{Constant, Expr, ExprKind, StmtKind, StrRef},
        parser,
    },
    symbol_resolver::SymbolResolver,
    toplevel::{
        composer::{ComposerConfig, TopLevelComposer},
@ -44,6 +34,10 @@ use nac3core::{
        typedef::{FunSignature, Type, Unifier, VarMap},
    },
 };
 use parking_lot::{Mutex, RwLock};
 use std::collections::HashSet;
 use std::num::NonZeroUsize;
 use std::{collections::HashMap, fs, path::Path, sync::Arc};
 mod basic_symbol_resolver;
 use basic_symbol_resolver::*;
@ -245,34 +239,6 @@ fn handle_assignment_pattern(
    }
 }
 fn handle_global_var(
    target: &Expr,
    value: Option<&Expr>,
    resolver: &(dyn SymbolResolver + Send + Sync),
    internal_resolver: &ResolverInternal,
 ) -> Result<(), String> {
    let ExprKind::Name { id, .. } = target.node else {
        return Err(format!(
            "global variable declaration must be an identifier (at {})",
            target.location,
        ));
    };
    let Some(value) = value else {
        return Err(format!("global variable `{id}` must be initialized in its definition"));
    };
    if let Ok(val) = parse_parameter_default_value(value, resolver) {
        internal_resolver.add_module_global(id, val);
        Ok(())
    } else {
        Err(format!(
            "failed to evaluate this expression `{:?}` as a constant at {}",
            target.node, target.location,
        ))
    }
 }
 fn main() {
    let cli = CommandLineArgs::parse();
    let CommandLineArgs { file_name, threads, opt_level, emit_llvm, triple, mcpu, target_features } =
@ -325,7 +291,8 @@ fn main() {
    let program = match fs::read_to_string(file_name.clone()) {
        Ok(program) => program,
        Err(err) => {
-            panic!("Cannot open input file: {err}");
+            println!("Cannot open input file: {err}");
            return;
        }
    };
@ -367,26 +334,10 @@ fn main() {
                    unifier,
                    primitives,
                ) {
-                    panic!("{err}");
+                    eprintln!("{err}");
                    return;
                }
            }
            StmtKind::AnnAssign { target, value, .. } => {
                if let Err(err) = handle_global_var(
                    target,
                    value.as_ref().map(Box::as_ref),
                    resolver.as_ref(),
                    internal_resolver.as_ref(),
                ) {
                    panic!("{err}");
                }
                let (name, def_id, _) = composer
                    .register_top_level(stmt, Some(resolver.clone()), "__main__", true)
                    .unwrap();
                internal_resolver.add_id_def(name, def_id);
            }
            // allow (and ignore) "from __future__ import annotations"
            StmtKind::ImportFrom { module, names, .. }
                if module == &Some("__future__".into())
--- a/nix/windows/make_msys2_packages.sh
+++ b/nix/windows/make_msys2_packages.sh
@ -10,7 +10,7 @@ curl -L https://repo.msys2.org/msys/x86_64/pacman-mirrors-20240523-1-any.pkg.tar
 curl -L https://raw.githubusercontent.com/msys2/MSYS2-packages/master/pacman/pacman.conf | sed "s|SigLevel    = Required|SigLevel    = Never|g" | sed "s|/etc/pacman.d|$MSYS2DIR/etc/pacman.d|g" > $MSYS2DIR/etc/pacman.conf
 fakeroot pacman --root $MSYS2DIR --config $MSYS2DIR/etc/pacman.conf -Syy
-pacman --root $MSYS2DIR --config $MSYS2DIR/etc/pacman.conf --cachedir $MSYS2DIR/msys/cache -Sp mingw-w64-clang-x86_64-rust mingw-w64-clang-x86_64-cmake mingw-w64-clang-x86_64-ninja mingw-w64-clang-x86_64-python-numpy mingw-w64-clang-x86_64-python-setuptools > $MSYS2DIR/packages.txt
+pacman --root $MSYS2DIR --config $MSYS2DIR/etc/pacman.conf --cachedir $MSYS2DIR/msys/cache -Sp mingw-w64-clang-x86_64-rust mingw-w64-clang-x86_64-cmake mingw-w64-clang-x86_64-ninja mingw-w64-clang-x86_64-python3.12 mingw-w64-clang-x86_64-python-numpy mingw-w64-clang-x86_64-python-setuptools > $MSYS2DIR/packages.txt
 echo "{ pkgs } : [" > msys2_packages.nix
 while read package; do
		`@ -0,0 +1,2 @@`
							`[target.x86_64-unknown-linux-gnu]`
							`rustflags = ["-C", "link-arg=-fuse-ld=mold"]`