[Wheel] Support pypi build scripts for different python via tox (#93)

* bump version into v0.1.0

* [Enhancement] Add custom develop command for editable installs and update .gitignore

* [Documentation] Update README to include system dependencies installation instructions

* [Build] Update setup.py to support library file copying for both release and develop modes

* [Build] Refactor library file copying logic in setup.py

* [Documentation] Remove unnecessary install section header in Installation.md

* [Build] Add tox configuration and local distribution script for multi-Python version support

* [Build] Improve git submodule update function with better error handling

* [Build] Update LLVM configuration path in ROCm installation script

* [Build] Add .tox/ to .gitignore for tox testing environment

* [Build] Add support for TVM prebuild path configuration in CMakeLists.txt

* [Cleanup] Remove unused TVM runtime error codes header

* [Cleanup] Fix TVM grid constant type reference in CUDA module

* [Cleanup] Remove unused customized_code function from IR module

* [Feature] Add TileLang thread synchronization and storage access analysis passes

* [Build] Reorder DLL search path directories for more flexible library loading

* [Refactor] Improve thread synchronization and library path handling

- Rename ThreadSync and TileLangThreadSync functions in C++ code
- Update Python docstring for ThreadSync with more detailed description
- Reorder library path detection in tilelang environment setup
- Minor comment and code cleanup in CUDA and warp specialization modules

* [Refactor] Improve thread synchronization code style and formatting

- Standardize pointer type spacing in storage_access.h and storage_access.cc
- Update whitespace and indentation in thread_storage_sync.cc
- Reorder include statements in thread_partial_sync.cc
- Minor code formatting improvements across thread synchronization files

* [Refactor] Fix global function registration for ThreadSync

- Correct global function registration to use ThreadSync instead of TileLangThreadSync
- Update TVM global registration to match recent refactoring efforts

* [Refactor] Simplify ThreadSync global function registration

- Remove unnecessary whitespace in global function registration
- Compact the TVM global registration line for ThreadSync

* [Feature] Add WebGPU code generation support in TileLang

- Implement WebGPU code generator (codegen_webgpu.cc and codegen_webgpu.h)
- Add WebGPU target support in lower.py and target.py
- Update CMakeLists.txt to include WebGPU codegen source files
- Introduce WebGPU-specific code generation for WGSL shader language

* [Refactor] Improve WebGPU code generation formatting and readability

- Enhance code formatting in codegen_webgpu.cc and codegen_webgpu.h
- Standardize pointer type spacing and indentation
- Improve line breaks and reduce line length for better readability
- Minor code style improvements in WebGPU code generation

* [Test] Add WebGPU matrix multiplication code generation test

- Implement test_webgpu_codegen.py for WebGPU matrix multiplication
- Add assert_gemm_codegen function to validate WebGPU code generation
- Include basic matrix multiplication kernel test case

* Update README with WebGPU codegen support announcement

* Support multi version pypi package build via tox

README.md

@@ -11,7 +11,7 @@ Tile Language (**tile-lang**) is a concise domain-specific language designed to
 <img src=./images/MatmulExample.png />
 
 ## Latest News
-- 02/15/2025 ✨: Added WebGPU codegen support, see [Pull Request #86](https://github.com/tile-ai/tilelang/pull/86)!
+- 02/15/2025 ✨: Added WebGPU Codegen support, see [Pull Request #86](https://github.com/tile-ai/tilelang/pull/86)!
 - 02/12/2025 ✨: Excited to announce the release of [v0.1.0](https://github.com/tile-ai/tilelang/releases/tag/v0.1.0)!
 - 02/10/2025 🚀: Added debug tools for TileLang—`T.print` for printing variables/buffers ([docs](https://tilelang.tile-ai.cn/tutorials/debug_tools_for_tilelang.html)) and a memory layout plotter ([examples/plot_layout](./examples/plot_layout)).
 - 01/20/2025 ✨: We are excited to announce that tile-lang, a dsl for high performance AI workloads, is now open source and available to the public!

maint/scripts/pypi_distribution_tox.sh

+#!/bin/bash
+
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+
+multi_python_version=("3.8","3.9","3.10" "3.11", "3.12")
+for python_version in "${multi_python_version[@]}"; do
+    echo "Installing Python ${python_version}..."
+    apt-get install -y python${python_version}
+done
+
+pip install -r requirements-build.txt
+
+# if dist and build directories exist, remove them
+if [ -d dist ]; then
+    rm -r dist
+fi
+
+# Build source distribution (disabled for now)
+# python setup.py sdist --formats=gztar,zip
+
+# Build wheels for different Python versions
+echo "Building wheels for multiple Python versions..."
+tox -e py38-pypi,py39-pypi,py310-pypi,py311-pypi,py312-pypi
+
+if [ $? -ne 0 ]; then
+    echo "Error: Failed to build the wheels."
+    exit 1
+else
+    echo "Wheels built successfully."
+fi
\ No newline at end of file

tox.ini

@@ -2,13 +2,20 @@
 envlist = py38,py39,py310,py311,py312
 isolated_build = True
 
-[testenv]
+[testenv:py{38,39,310,311,312}]
 deps =
     wheel
     build
 commands =
     python -m build --wheel -o {toxinidir}/dist
 
+
+[testenv:py{38,39,310,311,312}-pypi]
+setenv =
+    PYPI_BUILD = TRUE
+commands =
+    python setup.py bdist_wheel --plat-name=manylinux1_x86_64
+
 [testenv:py38]
 basepython = python3.8