Initial commit.

Signed-off-by: Pavel Kirilin <s3riussan@gmail.com>

.github/workflows/CI.yml

@@ -0,0 +1,182 @@
+# This file is autogenerated by maturin v1.14.1
+# To update, run
+#
+#    maturin generate-ci github
+#
+name: CI
+
+on:
+  release:
+    types:
+      - published
+  workflow_dispatch:
+
+permissions:
+  contents: read
+
+jobs:
+  linux:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: ubuntu-22.04
+            target: x86_64
+          - runner: ubuntu-22.04
+            target: x86
+          - runner: ubuntu-22.04
+            target: aarch64
+          - runner: ubuntu-22.04
+            target: armv7
+          - runner: ubuntu-22.04
+            target: s390x
+          - runner: ubuntu-22.04
+            target: ppc64le
+    steps:
+      - uses: actions/checkout@v6
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.x"
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --release --out dist --find-interpreter
+          sccache: ${{ !startsWith(github.ref, 'refs/tags/') }}
+          manylinux: auto
+      - name: Upload wheels
+        uses: actions/upload-artifact@v6
+        with:
+          name: wheels-linux-${{ matrix.platform.target }}
+          path: dist
+
+  musllinux:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: ubuntu-22.04
+            target: x86_64
+          - runner: ubuntu-22.04
+            target: x86
+          - runner: ubuntu-22.04
+            target: aarch64
+          - runner: ubuntu-22.04
+            target: armv7
+    steps:
+      - uses: actions/checkout@v6
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.x"
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --release --out dist --find-interpreter
+          sccache: ${{ !startsWith(github.ref, 'refs/tags/') }}
+          manylinux: musllinux_1_2
+      - name: Upload wheels
+        uses: actions/upload-artifact@v6
+        with:
+          name: wheels-musllinux-${{ matrix.platform.target }}
+          path: dist
+
+  windows:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: windows-latest
+            target: x64
+            python_arch: x64
+          - runner: windows-latest
+            target: x86
+            python_arch: x86
+          - runner: windows-11-arm
+            target: aarch64
+            python_arch: arm64
+    steps:
+      - uses: actions/checkout@v6
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.13"
+          architecture: ${{ matrix.platform.python_arch }}
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --release --out dist --find-interpreter
+          sccache: ${{ !startsWith(github.ref, 'refs/tags/') }}
+      - name: Upload wheels
+        uses: actions/upload-artifact@v6
+        with:
+          name: wheels-windows-${{ matrix.platform.target }}
+          path: dist
+
+  macos:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: macos-15-intel
+            target: x86_64
+          - runner: macos-latest
+            target: aarch64
+    steps:
+      - uses: actions/checkout@v6
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.x"
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --release --out dist --find-interpreter
+          sccache: ${{ !startsWith(github.ref, 'refs/tags/') }}
+      - name: Upload wheels
+        uses: actions/upload-artifact@v6
+        with:
+          name: wheels-macos-${{ matrix.platform.target }}
+          path: dist
+
+  sdist:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v6
+      - name: Build sdist
+        uses: PyO3/maturin-action@v1
+        with:
+          command: sdist
+          args: --out dist
+      - name: Upload sdist
+        uses: actions/upload-artifact@v6
+        with:
+          name: wheels-sdist
+          path: dist
+
+  release:
+    name: Release
+    runs-on: ubuntu-latest
+    if: ${{ startsWith(github.ref, 'refs/tags/') || github.event_name == 'workflow_dispatch' }}
+    needs: [linux, musllinux, windows, macos, sdist]
+    permissions:
+      # Use to sign the release artifacts
+      id-token: write
+      # Used to upload release artifacts
+      contents: write
+      # Used to generate artifact attestation
+      attestations: write
+    steps:
+      - uses: actions/download-artifact@v7
+      - name: Generate artifact attestation
+        uses: actions/attest@v4
+        with:
+          subject-path: "wheels-*/*"
+      - name: Install uv
+        if: ${{ startsWith(github.ref, 'refs/tags/') }}
+        uses: astral-sh/setup-uv@v7
+      - name: Publish to PyPI
+        if: ${{ startsWith(github.ref, 'refs/tags/') }}
+        run: uv publish 'wheels-*/*'
+        env:
+          UV_PUBLISH_TOKEN: ${{ secrets.PYPI_API_TOKEN }}

.gitignore

@@ -0,0 +1,74 @@
+/target
+delete-me-*
+/python/gpu_this/_core/
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+.pytest_cache/
+*.py[cod]
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+.venv/
+env/
+bin/
+build/
+develop-eggs/
+dist/
+eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+include/
+man/
+venv/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+pip-selfcheck.json
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.cache
+nosetests.xml
+coverage.xml
+
+# Translations
+*.mo
+
+# Mr Developer
+.mr.developer.cfg
+.project
+.pydevproject
+
+# Rope
+.ropeproject
+
+# Django stuff:
+*.log
+*.pot
+
+.DS_Store
+
+# Sphinx documentation
+docs/_build/
+
+# PyCharm
+.idea/
+
+# VSCode
+.vscode/
+
+# Pyenv
+.python-version

Cargo.lock

@@ -0,0 +1,354 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 4
+
+[[package]]
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+
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+checksum = "c049c0be4daef0b145cb3555416b3b8ef5b7888a38aea1a3a155801fe7b0810b"
+dependencies = [
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+[[package]]
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+ "ash",
+ "bytes",
+ "log",
+ "pyo3",
+ "pyo3-introspection",
+ "pyo3-log",
+ "rspirv",
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+[[package]]
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+ "serde",
+ "serde_core",
+ "zmij",
+]
+
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+]
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+
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+
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+name = "windows-link"
+version = "0.2.1"
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Cargo.toml

@@ -0,0 +1,31 @@
+[package]
+name = "gpu_this"
+version = "0.1.0"
+edition = "2024"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+[lib]
+crate-type = ["cdylib"]
+name = "_core"
+
+[dependencies]
+ash = "0.38.0"
+bytes = "1.12.0"
+log = "0.4.33"
+pyo3 = { version = "0.29.0", features = ["abi3-py311", "experimental-inspect"] }
+pyo3-introspection = "0.29.0"
+pyo3-log = "0.13.4"
+rspirv = "0.13.0"
+
+[profile.dev]
+opt-level = 0
+lto = "off"
+incremental = true
+
+[profile.release]
+opt-level = 3
+debug = false
+strip = true
+lto = "fat"
+panic = "abort"
+codegen-units = 1

pyproject.toml

@@ -0,0 +1,38 @@
+[project]
+name = "gpu_this"
+requires-python = ">=3.11"
+classifiers = [
+  "Programming Language :: Python :: Implementation :: CPython",
+  "Programming Language :: Python :: Implementation :: PyPy",
+  "Programming Language :: Rust",
+]
+dynamic = ["version"]
+
+[[project.authors]]
+name = "Pavel Kirilin"
+email = "s3riussan@gmail.com"
+
+[dependency-groups]
+dev = [
+  "anyio>=4,<5",
+  "maturin>=1,<2",
+  "maturin-import-hook>=0.3.0",
+  "mypy>=1.19.1,<2",
+  "pre-commit>=4.5.1,<5",
+  "pytest>=9,<10",
+  "pytest-cov>=7,<8",
+  "pytest-xdist>=3,<4",
+]
+
+[build-system]
+requires = ["maturin>=1.14,<2.0"]
+build-backend = "maturin"
+
+[tool.maturin]
+bindings = "pyo3"
+features = ["pyo3/extension-module"]
+module-name = "gpu_this._core"
+python-source = "python"
+
+[tool.uv]
+package = false

python/gpu_this/__init__.py

@@ -0,0 +1,13 @@
+from typing import Callable, ParamSpec, TypeVar
+
+from gpu_this.decor import GPUDecorator
+
+_Params = ParamSpec("_Params")
+_T = TypeVar("_T")
+
+
+def gpu_this(x: int, y: int = 1, z: int = 1):
+    def _decorator(f: Callable[_Params, _T]) -> GPUDecorator[_Params, _T]:
+        return GPUDecorator(f, (x, y, z))
+
+    return _decorator

python/gpu_this/decor.py

@@ -0,0 +1,45 @@
+import dis
+from typing import Callable, Generic, ParamSpec, TypeVar
+
+from gpu_this._core import spv_gen
+from gpu_this.parser import extract_data
+
+
+_Params = ParamSpec("_Params")
+_Return = TypeVar("_Return")
+
+
+class FunctionInfo:
+    operations: list[tuple[str, str]]
+
+
+def _extract_bytecode(func: Callable[_Params, _Return]) -> list[tuple[str, str]]:
+    """Disassemble a function into a list of (op, arg) tuples."""
+    res: list[tuple[str, str]] = []
+    for inst in dis.get_instructions(func):
+        arg = inst.argrepr if inst.opname == "BINARY_OP" else str(inst.argval)
+        res.append((inst.opname, arg))
+        print("---")
+    return res
+
+
+class GPUDecorator(Generic[_Params, _Return]):
+    def __init__(
+        self,
+        func: Callable[_Params, _Return],
+        kernel: tuple[int, int, int],
+    ) -> None:
+        self._func = func
+        self.kernel = kernel
+        self.shader = None
+
+    def __init_subclass__(cls) -> None:
+        print(cls)
+        return super().__init_subclass__()
+
+    def build_shader(self) -> bytes:
+        self.shader = spv_gen(self.kernel, extract_data(self._func))
+        return self.shader
+
+    def dispatch(self) -> _Return:
+        raise NotImplementedError("Not yet.")

python/gpu_this/parser.py

@@ -0,0 +1,114 @@
+from collections import deque
+import dis
+from typing import Any, Callable
+import os
+import uuid
+import sys
+from gpu_this._core import pybytecode
+from gpu_this._core.pybytecode import FuncInput, FunctionDef, Instruction, PossibleConsts
+
+
+def get_name(func: Callable[..., Any]) -> str:
+    fmodule = func.__module__
+    if fmodule == "__main__":
+        fmodule = ".".join(
+            os.path.normpath(sys.argv[0]).removesuffix(".py").split(os.path.sep),
+        )
+    fname = func.__name__
+    if fname == "<lambda>":
+        fname = f"lambda_{uuid.uuid4().hex}"
+    return f"{fmodule}:{fname}"
+
+
+def _add_load_const(value: Any):
+    if isinstance(value, bool):
+        return Instruction.LoadConst(PossibleConsts.Bool(value))
+    elif isinstance(value, int):
+        return Instruction.LoadConst(PossibleConsts.Int(value))
+    elif isinstance(value, float):
+        return Instruction.LoadConst(PossibleConsts.Float(value))
+    elif isinstance(value, str):
+        return Instruction.LoadConst(PossibleConsts.Str(value))
+    elif value is None:
+        return Instruction.LoadConst(PossibleConsts.Null())
+    else:
+        raise ValueError(f"Unsupported value: {value}!")
+
+
+def _parse_function(
+    func: Callable[..., Any],
+    resolve_queue: deque[Callable[..., Any]],
+) -> FunctionDef:
+    instructions: list[Instruction] = []
+    for inst in dis.get_instructions(func):
+        match inst.baseopname:
+            case "BINARY_OP":
+                instructions.append(Instruction.BinOp(inst.argrepr))
+            case "LOAD_FAST":
+                instructions.append(Instruction.LoadFast(inst.argval))
+            case "LOAD_GLOBAL":
+                global_val = func.__globals__.get(inst.argval)
+                if callable(global_val):
+                    resolve_queue.append(global_val)
+                    instructions.append(Instruction.LoadGlobal(get_name(global_val)))
+                else:
+                    instructions.append(_add_load_const(global_val))
+            case "STORE_FAST":
+                instructions.append(Instruction.StoreFast(inst.argval))
+            case "LOAD_CONST":
+                instructions.append(_add_load_const(inst.argval))
+            case "UNARY_NEGATIVE":
+                instructions.append(Instruction.UnaryOp("-"))
+            case "UNARY_NOT":
+                instructions.append(Instruction.UnaryOp("!"))
+            case "COMPARE_OP":
+                instructions.append(Instruction.CompareOp(inst.argval))
+            case "POP_TOP":
+                instructions.append(Instruction.PopTop())
+            case "RETURN_VALUE":
+                instructions.append(Instruction.ReturnValue())
+            case "RESUME":
+                pass
+            case "BINARY_SUBSCR":
+                instructions.append(Instruction.BinarySubscr())
+            case "STORE_SUBSCR":
+                instructions.append(Instruction.StoreSubscr())
+            case "RETURN_CONST":
+                pass
+            case "LOAD_FAST_LOAD_FAST":
+                names = inst.argval
+                instructions.append(Instruction.LoadFastLoadFast((names[0], names[1])))
+            case "COPY":
+                instructions.append(Instruction.Copy(inst.argval))
+            case "SWAP":
+                instructions.append(Instruction.Swap(inst.argval))
+            case _:
+                print(
+                    "UNKNOWN INSTRUCTION:",
+                    ("BASE OPNAME:", inst.baseopname),
+                    ("OPNAME:", inst.opname),
+                    ("JUMPT:", inst.jump_target),
+                    ("ARG:", inst.arg, inst.arg.__class__),
+                    ("ARGVAL:", inst.argval, inst.argval.__class__),
+                    ("ARGREPR:", inst.argrepr, inst.argrepr.__class__),
+                    ("OFFSET:", inst.offset),
+                    sep="\n",
+                )
+    annotations = getattr(func, "__annotations__", {})
+    inputs = [
+        FuncInput(name=name, ty=str(ty))
+        for name, ty in annotations.items()
+    ]
+    return FunctionDef(name=get_name(func), inputs=inputs, instructions=instructions)
+
+
+def extract_data(main_funcion: Callable[..., Any]) -> pybytecode.ShaderInput:
+    to_resolve = deque([main_funcion])
+    functions: list[FunctionDef] = []
+    while to_resolve:
+        func = to_resolve.pop()
+        functions.append(_parse_function(func, to_resolve))
+
+    return pybytecode.ShaderInput(
+        functions=functions, main_function=get_name(main_funcion)
+    )

src/lib.rs

@@ -0,0 +1,23 @@
+mod pybytecode;
+mod spvgen;
+mod utils;
+
+/// A Python module implemented in Rust.
+#[pyo3::pymodule]
+pub mod _core {
+    use crate::utils::py::PyModuleSubmoduleExt;
+    use pyo3::{Bound, PyResult, types::PyModule};
+
+    #[pymodule_export]
+    pub use crate::spvgen::spv_gen;
+
+    #[pymodule_export]
+    pub use crate::pybytecode::pymod;
+
+    #[pymodule_init]
+    pub fn init(m: &Bound<'_, PyModule>) -> PyResult<()> {
+        pyo3_log::init();
+        m.init_submodules()?;
+        Ok(())
+    }
+}

src/pybytecode.rs

@@ -0,0 +1,151 @@
+use pyo3::Py;
+
+#[pyo3::pyclass(frozen)]
+pub struct FuncInput {
+    pub name: String,
+    pub ty: String,
+}
+
+#[pyo3::pymethods]
+impl FuncInput {
+    #[new]
+    pub fn __new__(name: String, ty: String) -> Self {
+        Self { name, ty }
+    }
+}
+
+#[pyo3::pyclass(frozen)]
+pub struct FunctionDef {
+    pub name: String,
+    pub inputs: Vec<Py<FuncInput>>,
+    pub instructions: Vec<Py<Instruction>>,
+}
+
+#[pyo3::pyclass(frozen)]
+pub struct ShaderInput {
+    pub functions: Vec<Py<FunctionDef>>,
+    pub main_function: String,
+}
+
+#[pyo3::pyclass(frozen)]
+pub enum PossibleConsts {
+    Int(i32),
+    Str(String),
+    Float(f32),
+    Null(),
+    Bool(bool),
+}
+
+#[pyo3::pyclass(frozen)]
+pub enum Instruction {
+    LoadFast { name: String },
+    StoreFast { name: String },
+    LoadConst { val: Py<PossibleConsts> },
+    LoadGlobal { name: String },
+    BinOp { op: String },
+    BinarySubscr {},
+    StoreSubscr {},
+    Call {},
+    UnaryOp { op: String },
+    CompareOp { op: String },
+    PopTop {},
+    ReturnValue {},
+    LoadFastLoadFast { names: (String, String) },
+    Copy { n: u32 },
+    Swap { n: u32 },
+}
+
+#[pyo3::pymethods]
+impl FunctionDef {
+    #[new]
+    pub fn __new__(
+        name: String,
+        inputs: Vec<Py<FuncInput>>,
+        instructions: Vec<Py<Instruction>>,
+    ) -> Self {
+        Self { name, inputs, instructions }
+    }
+}
+
+impl PossibleConsts {
+    pub fn int_value(&self) -> Option<i32> {
+        match self {
+            PossibleConsts::Int(v) => Some(*v),
+            _ => None,
+        }
+    }
+    pub fn float_value(&self) -> Option<f32> {
+        match self {
+            PossibleConsts::Float(v) => Some(*v),
+            _ => None,
+        }
+    }
+}
+
+impl Instruction {
+    pub fn op_name(&self) -> &str {
+        match self {
+            Instruction::LoadFast { .. } => "LoadFast",
+            Instruction::StoreFast { .. } => "StoreFast",
+            Instruction::LoadConst { .. } => "LoadConst",
+            Instruction::LoadGlobal { .. } => "LoadGlobal",
+            Instruction::BinOp { .. } => "BinOp",
+            Instruction::BinarySubscr {} => "BinarySubscr",
+            Instruction::StoreSubscr {} => "StoreSubscr",
+            Instruction::Call {} => "Call",
+            Instruction::UnaryOp { .. } => "UnaryOp",
+            Instruction::CompareOp { .. } => "CompareOp",
+            Instruction::PopTop {} => "PopTop",
+            Instruction::ReturnValue {} => "ReturnValue",
+            Instruction::LoadFastLoadFast { .. } => "LoadFastLoadFast",
+            Instruction::Copy { .. } => "Copy",
+            Instruction::Swap { .. } => "Swap",
+        }
+    }
+    pub fn arg(&self) -> Option<String> {
+        match self {
+            Instruction::LoadFast { name } => Some(name.clone()),
+            Instruction::StoreFast { name } => Some(name.clone()),
+            Instruction::LoadGlobal { name } => Some(name.clone()),
+            Instruction::BinOp { op } => Some(op.clone()),
+            Instruction::UnaryOp { op } => Some(op.clone()),
+            Instruction::CompareOp { op } => Some(op.clone()),
+            _ => None,
+        }
+    }
+    pub fn load_fast_names(&self) -> Option<(String, String)> {
+        match self {
+            Instruction::LoadFastLoadFast { names } => Some((names.0.clone(), names.1.clone())),
+            _ => None,
+        }
+    }
+    pub fn copy_n(&self) -> Option<u32> {
+        match self {
+            Instruction::Copy { n } => Some(*n),
+            _ => None,
+        }
+    }
+    pub fn swap_n(&self) -> Option<u32> {
+        match self {
+            Instruction::Swap { n } => Some(*n),
+            _ => None,
+        }
+    }
+}
+
+#[pyo3::pymethods]
+impl ShaderInput {
+    #[new]
+    pub fn new(functions: Vec<Py<FunctionDef>>, main_function: String) -> Self {
+        Self {
+            functions,
+            main_function,
+        }
+    }
+}
+
+#[pyo3::pymodule(submodule, name = "pybytecode")]
+pub mod pymod {
+    #[pymodule_export]
+    use super::{FuncInput, FunctionDef, Instruction, PossibleConsts, ShaderInput};
+}

src/spvgen.rs

@@ -0,0 +1,323 @@
+use pyo3::Py;
+use rspirv::{
+    binary::Assemble,
+    dr::{self, Operand},
+    spirv,
+};
+use std::collections::HashMap;
+
+use crate::pybytecode::{FunctionDef, Instruction, PossibleConsts, ShaderInput};
+
+#[pyo3::pyfunction]
+pub fn spv_gen(kernel: (u32, u32, u32), input: Py<ShaderInput>) -> Vec<u8> {
+    let input = input.get();
+    let main_name = input.main_function.as_str();
+
+    let mut func_map: HashMap<String, &FunctionDef> = HashMap::new();
+    for func in &input.functions {
+        let f = func.get();
+        func_map.insert(f.name.clone(), f);
+    }
+
+    let main_func = func_map.get(main_name).unwrap();
+
+    let mut b = rspirv::dr::Builder::new();
+    b.set_version(1, 3);
+    b.capability(spirv::Capability::Shader);
+    b.memory_model(spirv::AddressingModel::Logical, spirv::MemoryModel::GLSL450);
+
+    let void = b.type_void();
+    let voidf = b.type_function(void, vec![]);
+
+    let int32 = b.type_int(32, 1);
+    let float32 = b.type_float(32, None);
+
+    let mut param_vars: HashMap<String, (u32, u32, u32, bool)> = HashMap::new();
+
+    for (i, param) in main_func.inputs.iter().enumerate() {
+        let p = param.get();
+        let is_array = p.ty.starts_with("list[");
+        let base_type = match p.ty.as_str() {
+            "float" | "list[float]" => float32,
+            "int" | "list[int]" => int32,
+            _ => int32,
+        };
+        let member_type = if is_array {
+            let runtime_array = b.type_runtime_array(base_type);
+            b.decorate(
+                runtime_array,
+                spirv::Decoration::ArrayStride,
+                vec![Operand::LiteralBit32(4)],
+            );
+            runtime_array
+        } else {
+            base_type
+        };
+        let struct_type = b.type_struct(vec![member_type]);
+        b.decorate(struct_type, spirv::Decoration::Block, vec![]);
+        b.member_decorate(
+            struct_type,
+            0,
+            spirv::Decoration::Offset,
+            vec![Operand::LiteralBit32(0)],
+        );
+        let ptr_storage = b.type_pointer(None, spirv::StorageClass::StorageBuffer, struct_type);
+        let input_buf = b.variable(ptr_storage, None, spirv::StorageClass::StorageBuffer, None);
+        b.decorate(
+            input_buf,
+            spirv::Decoration::DescriptorSet,
+            vec![Operand::LiteralBit32(0)],
+        );
+        b.decorate(
+            input_buf,
+            spirv::Decoration::Binding,
+            vec![Operand::LiteralBit32(i as u32)],
+        );
+        param_vars.insert(p.name.clone(), (base_type, ptr_storage, input_buf, is_array));
+    }
+
+    let mainf = b
+        .begin_function(
+            void,
+            None,
+            spirv::FunctionControl::DONT_INLINE | spirv::FunctionControl::CONST,
+            voidf,
+        )
+        .unwrap();
+    b.begin_block(None).unwrap();
+
+    generate_body(
+        &mut b,
+        &main_func.instructions.iter().map(|i| i.get()).collect::<Vec<&Instruction>>(),
+        &param_vars,
+    );
+
+    b.ret().unwrap();
+    b.end_function().unwrap();
+    b.entry_point(
+        spirv::ExecutionModel::GLCompute,
+        mainf,
+        "main",
+        vec![],
+    );
+    b.execution_mode(
+        mainf,
+        spirv::ExecutionMode::LocalSize,
+        vec![kernel.0, kernel.1, kernel.2],
+    );
+    b.module()
+        .assemble()
+        .into_iter()
+        .flat_map(|item| item.to_le_bytes())
+        .collect()
+}
+
+fn make_const(b: &mut rspirv::dr::Builder, type_id: u32, value: u32) -> u32 {
+    let id = b.id();
+    let inst = dr::Instruction::new(
+        spirv::Op::Constant,
+        Some(type_id),
+        Some(id),
+        vec![Operand::LiteralBit32(value)],
+    );
+    b.module_mut().types_global_values.push(inst);
+    id
+}
+
+fn generate_body(
+    b: &mut rspirv::dr::Builder,
+    instrs: &[&Instruction],
+    param_vars: &HashMap<String, (u32, u32, u32, bool)>,
+) {
+    let int32 = b.type_int(32, 1);
+    let float32 = b.type_float(32, None);
+
+    let mut stack: Vec<(u32, u32, Option<(u32, u32)>)> = Vec::new();
+    let mut locals: HashMap<String, (u32, u32)> = HashMap::new();
+    let mut array_refs: HashMap<String, (u32, u32)> = HashMap::new();
+
+    for instr in instrs {
+        match instr {
+            Instruction::LoadConst { val } => {
+                let val = val.get();
+                match val {
+                    PossibleConsts::Int(v) => {
+                        let cid = make_const(b, int32, *v as u32);
+                        stack.push((cid, int32, None));
+                    }
+                    PossibleConsts::Float(v) => {
+                        let cid = make_const(b, float32, v.to_bits());
+                        stack.push((cid, float32, None));
+                    }
+                    PossibleConsts::Bool(v) => {
+                        let cid = make_const(b, int32, if *v { 1 } else { 0 });
+                        stack.push((cid, int32, None));
+                    }
+                    PossibleConsts::Null() => {}
+                    PossibleConsts::Str(_) => {}
+                }
+            }
+            Instruction::LoadFast { name } => {
+                if let Some(&(vid, vtype)) = locals.get(name) {
+                    let aref = array_refs.get(name).copied();
+                    stack.push((vid, vtype, aref));
+                } else if let Some(&(base_type, _ptr_storage, input_buf, is_array)) = param_vars.get(name) {
+                    let zero_const = make_const(b, int32, 0);
+                    let ptr_type = b.type_pointer(None, spirv::StorageClass::StorageBuffer, base_type);
+                    let ptr = b.access_chain(ptr_type, None, input_buf, vec![zero_const]).unwrap();
+                    let loaded = b.load(base_type, None, ptr, None, vec![]).unwrap();
+                    locals.insert(name.clone(), (loaded, base_type));
+                    if is_array {
+                        array_refs.insert(name.clone(), (input_buf, base_type));
+                    }
+                    let aref = if is_array { Some((input_buf, base_type)) } else { None };
+                    stack.push((loaded, base_type, aref));
+                }
+            }
+            Instruction::LoadFastLoadFast { names } => {
+                for name in [&names.0, &names.1] {
+                    if let Some(&(vid, vtype)) = locals.get(name) {
+                        let aref = array_refs.get(name).copied();
+                        stack.push((vid, vtype, aref));
+                    } else if let Some(&(base_type, _ptr_storage, input_buf, is_array)) = param_vars.get(name) {
+                        let zero_const = make_const(b, int32, 0);
+                        let ptr_type = b.type_pointer(None, spirv::StorageClass::StorageBuffer, base_type);
+                        let ptr = b.access_chain(ptr_type, None, input_buf, vec![zero_const]).unwrap();
+                        let loaded = b.load(base_type, None, ptr, None, vec![]).unwrap();
+                        locals.insert(name.clone(), (loaded, base_type));
+                        if is_array {
+                            array_refs.insert(name.clone(), (input_buf, base_type));
+                        }
+                        let aref = if is_array { Some((input_buf, base_type)) } else { None };
+                        stack.push((loaded, base_type, aref));
+                    }
+                }
+            }
+            Instruction::StoreFast { name } => {
+                if let Some((vid, vtype, _aref)) = stack.pop() {
+                    locals.insert(name.clone(), (vid, vtype));
+                    if let Some(&(base_type, _ptr_storage, input_buf, _is_array)) = param_vars.get(name) {
+                        let zero_const = make_const(b, int32, 0);
+                        let ptr_type = b.type_pointer(None, spirv::StorageClass::StorageBuffer, base_type);
+                        let ptr = b.access_chain(ptr_type, None, input_buf, vec![zero_const]).unwrap();
+                        b.store(ptr, vid, None, vec![]).unwrap();
+                    }
+                }
+            }
+            Instruction::BinOp { op } => {
+                if let (Some((rhs, rhs_type, _)), Some((lhs, lhs_type, _))) = (stack.pop(), stack.pop()) {
+                    let (res_type, res) = if rhs_type == float32 || lhs_type == float32 {
+                        match op.as_str() {
+                            "+" | "+=" => (float32, b.f_add(float32, None, lhs, rhs).unwrap()),
+                            "-" | "-=" => (float32, b.f_sub(float32, None, lhs, rhs).unwrap()),
+                            "*" | "*=" => (float32, b.f_mul(float32, None, lhs, rhs).unwrap()),
+                            "/" | "//" | "/=" => (float32, b.f_div(float32, None, lhs, rhs).unwrap()),
+                            "%" | "%=" => (float32, b.f_mod(float32, None, lhs, rhs).unwrap()),
+                            _ => (float32, lhs),
+                        }
+                    } else {
+                        match op.as_str() {
+                            "+" | "+=" => (int32, b.i_add(int32, None, lhs, rhs).unwrap()),
+                            "-" | "-=" => (int32, b.i_sub(int32, None, lhs, rhs).unwrap()),
+                            "*" | "*=" => (int32, b.i_mul(int32, None, lhs, rhs).unwrap()),
+                            "/" | "//" | "/=" => (int32, b.s_div(int32, None, lhs, rhs).unwrap()),
+                            "%" | "%=" => (int32, b.s_rem(int32, None, lhs, rhs).unwrap()),
+                            "**" => (int32, lhs),
+                            _ => (int32, lhs),
+                        }
+                    };
+                    stack.push((res, res_type, None));
+                }
+            }
+            Instruction::UnaryOp { op } => {
+                if let Some((val, vtype, _)) = stack.pop() {
+                    let (res_type, res) = if vtype == float32 {
+                        match op.as_str() {
+                            "-" => (float32, b.f_negate(float32, None, val).unwrap()),
+                            "!" => {
+                                let bool_type = b.type_bool();
+                                let zero = make_const(b, float32, 0.0f32.to_bits());
+                                (bool_type, b.f_ord_equal(bool_type, None, val, zero).unwrap())
+                            }
+                            _ => (vtype, val),
+                        }
+                    } else {
+                        match op.as_str() {
+                            "-" => (int32, b.s_negate(int32, None, val).unwrap()),
+                            "!" => {
+                                let bool_type = b.type_bool();
+                                let zero = make_const(b, int32, 0);
+                                (bool_type, b.i_equal(bool_type, None, val, zero).unwrap())
+                            }
+                            _ => (vtype, val),
+                        }
+                    };
+                    stack.push((res, res_type, None));
+                }
+            }
+            Instruction::CompareOp { op } => {
+                if let (Some((rhs, rhs_type, _)), Some((lhs, lhs_type, _))) = (stack.pop(), stack.pop()) {
+                    let bool_type = b.type_bool();
+                    let (res, res_type) = if rhs_type == float32 || lhs_type == float32 {
+                        match op.as_str() {
+                            "== " | "==" => (b.f_ord_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            "!=" => (b.f_ord_not_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            "<" => (b.f_ord_less_than(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            "<=" => (b.f_ord_less_than_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            ">" => (b.f_ord_greater_than(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            ">=" => (b.f_ord_greater_than_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            _ => (b.f_ord_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                        }
+                    } else {
+                        match op.as_str() {
+                            "== " | "==" => (b.i_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            "!=" => (b.i_not_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            "<" => (b.s_less_than(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            "<=" => (b.s_less_than_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            ">" => (b.s_greater_than(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            ">=" => (b.s_greater_than_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                            _ => (b.i_equal(bool_type, None, lhs, rhs).unwrap(), bool_type),
+                        }
+                    };
+                    stack.push((res, res_type, None));
+                }
+            }
+            Instruction::PopTop {} => {
+                stack.pop();
+            }
+            Instruction::ReturnValue {} => {
+                stack.pop();
+            }
+            Instruction::LoadGlobal { .. } => {}
+            Instruction::BinarySubscr {} => {
+                if let (Some((idx, _, _)), Some((_, base_type, Some((input_buf, _))))) = (stack.pop(), stack.pop()) {
+                    let zero_const = make_const(b, int32, 0);
+                    let ptr_type = b.type_pointer(None, spirv::StorageClass::StorageBuffer, base_type);
+                    let ptr = b.access_chain(ptr_type, None, input_buf, vec![zero_const, idx]).unwrap();
+                    let loaded = b.load(base_type, None, ptr, None, vec![]).unwrap();
+                    stack.push((loaded, base_type, None));
+                }
+            }
+            Instruction::StoreSubscr {} => {
+                if let (Some((idx, _, _)), Some((_, _, Some((input_buf, base_type)))), Some((val, _vtype, _))) = (stack.pop(), stack.pop(), stack.pop()) {
+                    let zero_const = make_const(b, int32, 0);
+                    let ptr_type = b.type_pointer(None, spirv::StorageClass::StorageBuffer, base_type);
+                    let ptr = b.access_chain(ptr_type, None, input_buf, vec![zero_const, idx]).unwrap();
+                    b.store(ptr, val, None, vec![]).unwrap();
+                }
+            }
+            Instruction::Copy { n } => {
+                let n = *n as usize;
+                let len = stack.len();
+                let idx = len - n;
+                stack.push(stack[idx].clone());
+            }
+            Instruction::Swap { n } => {
+                let n = *n as usize;
+                let len = stack.len();
+                stack.swap(len - 1, len - n);
+            }
+            Instruction::Call {} => {}
+        }
+    }
+}

src/utils/mod.rs

@@ -0,0 +1 @@
+pub mod py;

src/utils/py.rs

@@ -0,0 +1,31 @@
+use pyo3::{
+    Bound, PyResult,
+    types::{PyAnyMethods, PyModule, PyModuleMethods},
+};
+
+fn inner_init(module: &Bound<'_, PyModule>, path: &str) -> PyResult<()> {
+    let py = module.py();
+    let sys_modules = py.import("sys")?.getattr("modules")?;
+    for submod_name in module.index()? {
+        let submod_name = submod_name.extract::<String>()?;
+        let submod = module.getattr(&submod_name)?;
+        let modpath = format!("{path}.{submod_name}");
+        if let Ok(submod) = submod.cast::<PyModule>() {
+            inner_init(submod, &modpath)?;
+            sys_modules.set_item(&modpath, submod)?;
+        }
+    }
+    Ok(())
+}
+
+pub trait PyModuleSubmoduleExt {
+    fn init_submodules(&self) -> pyo3::PyResult<()>;
+}
+
+impl PyModuleSubmoduleExt for pyo3::Bound<'_, pyo3::types::PyModule> {
+    fn init_submodules(&self) -> pyo3::PyResult<()> {
+        let mod_path = self.name()?.extract::<String>()?;
+        inner_init(self, &mod_path)?;
+        Ok(())
+    }
+}

uv.lock

@@ -0,0 +1,637 @@
+version = 1
+revision = 3
+requires-python = ">=3.11"
+resolution-markers = [
+    "python_full_version >= '3.15'",
+    "python_full_version < '3.15'",
+]
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+version = "4.14.1"
+source = { registry = "https://pypi.org/simple" }
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+    { name = "idna" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
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