Add python implementation for wgsl-gen by danielsongmicrosoft · Pull Request #28355 · microsoft/onnxruntime

danielsongmicrosoft · 2026-05-04T23:22:47Z

Description

Replaces the npm-based @fs-eire/wgsl-template Node.js engine used by the WebGPU EP's static build path with an in-tree, stdlib-only Python implementation under wgsl_templates. The dynamic generator path is removed from the build surface - the code logic remains as unreachable and will be removed in a follow-up.

Motivation and Context

The WebGPU EP's WGSL template-to-C++ codegen is currently driven by the @fs-eire/wgsl-template npm package, so any build that touches a .wgsl.template file needs Node.js installed and has to pull the package over the network. This npm package is also no longer maintained.

guschmue · 2026-05-05T17:44:38Z

I think this should move to tools/python/

danielsongmicrosoft · 2026-05-05T22:15:39Z

Did some manual testing for confirmation:

Built ORT with --use_webgpu --wgsl_template static --config RelWithDebInfo
- I believe this exercises the new py tool against all 27 in-tree .wgsl.template files and c++ compiler accepted it
Ran onnxruntime_provider_test.exe with GTX 1060 6GB (what I have on my dev box) for Pad, Transpose, and Conv operator suites.
- 317/318 tests passed, the 1 failure was due to an fp16 compatibility issue with my GPU

danielsongmicrosoft · 2026-05-05T22:16:58Z

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Pull request overview

This PR replaces the WebGPU EP’s npm/Node.js-based WGSL template generator (@fs-eire/wgsl-template) with an in-tree, stdlib-only Python implementation (PASS0 loader / PASS1 parser / PASS2 generator + C++ emitters). It also removes the dynamic WGSL generator option from the supported build surface (leaving the old dynamic path in C++ as unreachable with TODOs), updates CMake/build tooling to invoke the Python CLI, and adds a comprehensive Python unit+fixture test suite (including an in-tree smoke test over the real WebGPU templates).

Changes:

Add a new tools/python/wgsl_template/ package implementing the WGSL template pipeline and static C++ codegen.
Switch WebGPU CMake generation from npm to Python (tools/python/wgsl_gen.py) and remove --wgsl_template build options/plumbing.
Add Python tests + golden fixtures for loader/parser/generator/build behavior and an in-tree template smoke test.

Reviewed changes

Copilot reviewed 145 out of 151 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
tools/python/wgsl_template/types.py	New shared dataclasses for PASS0/1/2 and metadata.
tools/python/wgsl_template/errors.py	New error hierarchy for loader/parser/generator/build.
tools/python/wgsl_template/loader.py	PASS0: directory scanning, path normalization, security checks.
tools/python/wgsl_template/parser.py	PASS1: comment stripping, `#include`, `#define` handling.
tools/python/wgsl_template/code_pattern.py	PASS2 patterns and `#use` pattern registry.
tools/python/wgsl_template/generator.py	PASS2 generator state machine and validation.
tools/python/wgsl_template/code_generator/init.py	Code generator resolver (`static-cpp*`).
tools/python/wgsl_template/code_generator/static_cpp.py	Static C++ and string-table emit implementation.
tools/python/wgsl_template/init.py	Public `build()` orchestrator + safe/idempotent file writes.
tools/python/wgsl_gen.py	CLI entry point used by CMake for template generation.
tools/python/wgsl_template/test/run_tests.py	Aggregated unittest discovery runner.
tools/python/wgsl_template/test/test_loader.py	PASS0-focused unit tests.
tools/python/wgsl_template/test/test_parser.py	PASS1-focused + fixture-driven tests.
tools/python/wgsl_template/test/test_generator.py	PASS2-focused + fixture-driven tests.
tools/python/wgsl_template/test/test_build.py	End-to-end build() tests + fixture runner.
tools/python/wgsl_template/test/test_in_tree_smoke.py	Smoke tests over real in-tree WebGPU templates.
tools/python/wgsl_template/test/testcases/.gitattributes	Enforce LF for golden/expected files.
tools/python/wgsl_template/test/testcases/parser-basic/test-config.json	Parser fixture config.
tools/python/wgsl_template/test/testcases/parser-basic/basic.wgsl.template	Parser fixture input.
tools/python/wgsl_template/test/testcases/parser-basic/basic.wgsl.template.pass1	Parser golden output.
tools/python/wgsl_template/test/testcases/parser-comment-removal/test-config.json	Comment-stripping fixture config.
tools/python/wgsl_template/test/testcases/parser-comment-removal/comments.wgsl.template	Comment-stripping fixture input.
tools/python/wgsl_template/test/testcases/parser-comment-removal/comments.wgsl.template.pass1	Comment-stripping golden output.
tools/python/wgsl_template/test/testcases/parser-empty/test-config.json	Empty-dir parser fixture config.
tools/python/wgsl_template/test/testcases/parser-include-basic/test-config.json	Include fixture config.
tools/python/wgsl_template/test/testcases/parser-include-basic/main.wgsl.template	Include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-basic/main.wgsl.template.pass1	Include golden output.
tools/python/wgsl_template/test/testcases/parser-include-basic/utils.wgsl.template	Included fixture input.
tools/python/wgsl_template/test/testcases/parser-include-basic/utils.wgsl.template.pass1	Included golden output.
tools/python/wgsl_template/test/testcases/parser-include-inside-comment/test-config.json	“Include in comments ignored” fixture config.
tools/python/wgsl_template/test/testcases/parser-include-inside-comment/main.wgsl.template	Fixture input.
tools/python/wgsl_template/test/testcases/parser-include-inside-comment/main.wgsl.template.pass1	Golden output.
tools/python/wgsl_template/test/testcases/parser-include-inside-comment/utils.wgsl.template	Fixture input.
tools/python/wgsl_template/test/testcases/parser-include-inside-comment/utils.wgsl.template.pass1	Golden output.
tools/python/wgsl_template/test/testcases/parser-include-invalid-empty/test-config.json	Invalid-include fixture config.
tools/python/wgsl_template/test/testcases/parser-include-invalid-empty/main.wgsl.template	Invalid-include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-invalid-no-quotes/test-config.json	Invalid-include fixture config.
tools/python/wgsl_template/test/testcases/parser-include-invalid-no-quotes/main.wgsl.template	Invalid-include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-invalid-nonexist/test-config.json	Missing-include fixture config.
tools/python/wgsl_template/test/testcases/parser-include-invalid-nonexist/main.wgsl.template	Missing-include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-invalid-path/test-config.json	Invalid-path include fixture config.
tools/python/wgsl_template/test/testcases/parser-include-invalid-path/main.wgsl.template	Invalid-path include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-invalid-unclosed-quotes/test-config.json	Unclosed-quote include fixture config.
tools/python/wgsl_template/test/testcases/parser-include-invalid-unclosed-quotes/main.wgsl.template	Unclosed-quote include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/test-config.json	Nested-include fixture config.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/main.wgsl.template	Nested-include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/main.wgsl.template.pass1	Nested-include golden output.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/graphics.wgsl.template	Nested-include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/graphics.wgsl.template.pass1	Nested-include golden output.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/math.wgsl.template	Nested-include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/math.wgsl.template.pass1	Nested-include golden output.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/constants.wgsl.template	Nested-include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-multi-layer/constants.wgsl.template.pass1	Nested-include golden output.
tools/python/wgsl_template/test/testcases/parser-include-space-prefix/test-config.json	Leading-space include fixture config.
tools/python/wgsl_template/test/testcases/parser-include-space-prefix/main.wgsl.template	Leading-space include fixture input.
tools/python/wgsl_template/test/testcases/parser-include-space-prefix/main.wgsl.template.pass1	Leading-space include golden output.
tools/python/wgsl_template/test/testcases/parser-include-space-prefix/constants.wgsl.template	Included fixture input.
tools/python/wgsl_template/test/testcases/parser-include-space-prefix/constants.wgsl.template.pass1	Included golden output.
tools/python/wgsl_template/test/testcases/parser-macro-basic/test-config.json	Macro fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-basic/basic.wgsl.template	Macro fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-basic/basic.wgsl.template.pass1	Macro golden output.
tools/python/wgsl_template/test/testcases/parser-macro-chain/test-config.json	Macro chaining fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-chain/chain.wgsl.template	Macro chaining fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-chain/chain.wgsl.template.pass1	Macro chaining golden output.
tools/python/wgsl_template/test/testcases/parser-macro-complex-values/test-config.json	Complex macro value fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-complex-values/complex.wgsl.template	Complex macro value fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-complex-values/complex.wgsl.template.pass1	Complex macro value golden output.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-circular/test-config.json	Circular macro fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-circular/circular.wgsl.template	Circular macro fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-duplicate/test-config.json	Duplicate macro fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-duplicate/duplicate.wgsl.template	Duplicate macro fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-empty-value/test-config.json	Empty macro fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-empty-value/empty.wgsl.template	Empty macro fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-syntax/test-config.json	Invalid macro name fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-syntax/invalid.wgsl.template	Invalid macro name fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-whitespace-value/test-config.json	Whitespace-only macro value fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-invalid-whitespace-value/whitespace.wgsl.template	Whitespace-only macro value fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-name-edge-cases/test-config.json	Macro name edge-cases fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-name-edge-cases/names.wgsl.template	Macro name edge-cases fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-name-edge-cases/names.wgsl.template.pass1	Macro name edge-cases golden output.
tools/python/wgsl_template/test/testcases/parser-macro-space-prefix/test-config.json	Leading-space macro fixture config.
tools/python/wgsl_template/test/testcases/parser-macro-space-prefix/main.wgsl.template	Leading-space macro fixture input.
tools/python/wgsl_template/test/testcases/parser-macro-space-prefix/main.wgsl.template.pass1	Leading-space macro golden output.
tools/python/wgsl_template/test/testcases/parser-subfolder/test-config.json	Subfolder include fixture config.
tools/python/wgsl_template/test/testcases/parser-subfolder/main.wgsl.template	Subfolder fixture input.
tools/python/wgsl_template/test/testcases/parser-subfolder/main.wgsl.template.pass1	Subfolder golden output.
tools/python/wgsl_template/test/testcases/parser-subfolder/shaders/vertex.wgsl.template	Subfolder fixture input.
tools/python/wgsl_template/test/testcases/parser-subfolder/shaders/vertex.wgsl.template.pass1	Subfolder golden output.
tools/python/wgsl_template/test/testcases/parser-subfolder/utils/common.wgsl.template	Subfolder fixture input.
tools/python/wgsl_template/test/testcases/parser-subfolder/utils/common.wgsl.template.pass1	Subfolder golden output.
tools/python/wgsl_template/test/testcases/generator-basic/test-config.json	Generator fixture config.
tools/python/wgsl_template/test/testcases/generator-basic/test.wgsl.template	Generator fixture input.
tools/python/wgsl_template/test/testcases/generator-basic/test.wgsl.template.static-cpp-literal.gen	Generator golden output.
tools/python/wgsl_template/test/testcases/generator-preserve-code-ref/test-config.json	Preserve-code-ref generator fixture config.
tools/python/wgsl_template/test/testcases/generator-preserve-code-ref/test.wgsl.template	Preserve-code-ref fixture input.
tools/python/wgsl_template/test/testcases/generator-preserve-code-ref/test.wgsl.template.static-cpp-literal.gen	Preserve-code-ref golden output.
tools/python/wgsl_template/test/testcases/generator-param-basic/test-config.json	Param substitution generator fixture config.
tools/python/wgsl_template/test/testcases/generator-param-basic/compute-param.wgsl.template	Param substitution fixture input.
tools/python/wgsl_template/test/testcases/generator-param-basic/compute-param.wgsl.template.static-cpp-literal.gen	Param substitution golden output.
tools/python/wgsl_template/test/testcases/generator-param-basic/compute-no-param.wgsl.template	Param substitution fixture input.
tools/python/wgsl_template/test/testcases/generator-param-basic/compute-no-param.wgsl.template.static-cpp-literal.gen	Param substitution golden output.
tools/python/wgsl_template/test/testcases/generator-main/test-config.json	`$MAIN` generator fixture config.
tools/python/wgsl_template/test/testcases/generator-main/main.wgsl.template	`$MAIN` fixture input.
tools/python/wgsl_template/test/testcases/generator-main/main.wgsl.template.static-cpp-literal.gen	`$MAIN` golden output.
tools/python/wgsl_template/test/testcases/generator-main-invalid-unclosed/test-config.json	Unclosed `$MAIN` fixture config.
tools/python/wgsl_template/test/testcases/generator-main-invalid-unclosed/test.wgsl.template	Unclosed `$MAIN` fixture input.
tools/python/wgsl_template/test/testcases/generator-main-invalid-syntax/test-config.json	Invalid `$MAIN` syntax fixture config.
tools/python/wgsl_template/test/testcases/generator-main-invalid-syntax/test.wgsl.template	Invalid `$MAIN` syntax fixture input.
tools/python/wgsl_template/test/testcases/generator-main-invalid-nested/test-config.json	Nested `$MAIN` fixture config.
tools/python/wgsl_template/test/testcases/generator-main-invalid-nested/test.wgsl.template	Nested `$MAIN` fixture input.
tools/python/wgsl_template/test/testcases/generator-main-invalid-multiple/test-config.json	Multiple `$MAIN` fixture config.
tools/python/wgsl_template/test/testcases/generator-main-invalid-multiple/test.wgsl.template	Multiple `$MAIN` fixture input.
tools/python/wgsl_template/test/testcases/generator-example-pad/test-config.json	Complex generator fixture config.
tools/python/wgsl_template/test/testcases/generator-example-pad/pad.wgsl.template	Complex generator fixture input.
tools/python/wgsl_template/test/testcases/generator-example-pad/pad.wgsl.template.static-cpp-literal.gen	Complex generator golden output.
tools/python/wgsl_template/test/testcases/build-basic/test-config.json	Build fixture config.
tools/python/wgsl_template/test/testcases/build-basic/src/shader/triangle.wgsl.template	Build fixture input template.
tools/python/wgsl_template/test/testcases/build-basic/expected/static-cpp/index.h	Build fixture expected header index.
tools/python/wgsl_template/test/testcases/build-basic/expected/static-cpp/index_impl.h	Build fixture expected impl index.
tools/python/wgsl_template/test/testcases/build-basic/expected/static-cpp/string_table.h	Build fixture expected string table.
tools/python/wgsl_template/test/testcases/build-basic/expected/static-cpp/generated/shader/triangle.h	Build fixture expected per-template header.
tools/python/wgsl_template/test/testcases/build-basic/expected/dynamic/templates.js	Legacy expected artifact (not exercised by new harness).
tools/python/wgsl_template/test/testcases/build-example-pad/test-config.json	Build fixture config.
tools/python/wgsl_template/test/testcases/build-example-pad/src/tensor/pad.wgsl.template	Build fixture input template.
tools/python/wgsl_template/test/testcases/build-example-pad/expected/static-cpp-literal/index.h	Build fixture expected header index.
tools/python/wgsl_template/test/testcases/build-example-pad/expected/static-cpp-literal/index_impl.h	Build fixture expected impl index.
tools/python/wgsl_template/test/testcases/build-example-pad/expected/static-cpp-literal/generated/tensor/pad.h	Build fixture expected per-template header.
tools/python/wgsl_template/test/testcases/build-example-pad/expected/dynamic/templates.js	Legacy expected artifact (not exercised by new harness).
tools/python/wgsl_template/test/testcases/build-directories/test-config.json	Multi-source-dir build fixture config.
tools/python/wgsl_template/test/testcases/build-directories/src/common/utils.wgsl.template	Build fixture input template.
tools/python/wgsl_template/test/testcases/build-directories/src/effects/blur.wgsl.template	Build fixture input template.
tools/python/wgsl_template/test/testcases/build-directories/src/effects/lighting.wgsl.template	Build fixture input template.
tools/python/wgsl_template/test/testcases/build-directories/expected/static-cpp/index.h	Build fixture expected header index.
tools/python/wgsl_template/test/testcases/build-directories/expected/static-cpp/index_impl.h	Build fixture expected impl index.
tools/python/wgsl_template/test/testcases/build-directories/expected/static-cpp/string_table.h	Build fixture expected string table.
tools/python/wgsl_template/test/testcases/build-directories/expected/static-cpp/generated/utils.h	Build fixture expected per-template header.
tools/python/wgsl_template/test/testcases/build-directories/expected/static-cpp/generated/@effects/blur.h	Build fixture expected per-template header.
tools/python/wgsl_template/test/testcases/build-directories/expected/static-cpp/generated/@effects/lighting.h	Build fixture expected per-template header.
tools/ci_build/build_args.py	Remove `--wgsl_template` CLI option.
tools/ci_build/build.py	Remove WGSL template generator CMake flag/vcpkg feature plumbing.
cmake/CMakeLists.txt	Remove `onnxruntime_WGSL_TEMPLATE` option.
cmake/onnxruntime_providers_webgpu.cmake	Switch WGSL generation from npm to Python + add ctest hook.
cmake/external/onnxruntime_external_deps.cmake	Note dynamic duktape path is now unreachable.
cmake/deps.txt	Note duktape planned removal once dynamic generator is deleted.
onnxruntime/core/providers/webgpu/wgsl_templates/wgsl_gen.h	Add TODO noting dynamic path now unreachable.
onnxruntime/core/providers/webgpu/wgsl_templates/wgsl_gen.cc	Add TODO noting dynamic path now unreachable.
onnxruntime/core/providers/webgpu/wgsl_templates/README.md	Update docs to Python generator + remove dynamic-mode guidance.
onnxruntime/core/providers/webgpu/wgsl_templates/package.json	Remove Node.js dependency manifest.
onnxruntime/core/providers/webgpu/wgsl_templates/package-lock.json	Remove npm lockfile.
onnxruntime/core/providers/webgpu/wgsl_templates/.gitignore	Remove node_modules ignore.
.github/workflows/windows_webgpu.yml	Remove `wgsl_template` matrix/flag usage.

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danielsongmicrosoft marked this pull request as draft May 4, 2026 23:23

guschmue added the ep:WebGPU ort-web webgpu provider label May 5, 2026

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danielsongmicrosoft force-pushed the user/danielsong/templatelibrarypythonport branch from c6505c0 to d0943f8 Compare June 4, 2026 23:10

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danielsongmicrosoft added 7 commits June 15, 2026 16:48

Initial commit: python port

0b82b42

Move to tools/python/

7efc6c3

Clean ups

848d12c

Remove ref to design

1fc2f40

Remove unreachable code

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Clean up comments

83b20bb

Comment cleanup

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danielsongmicrosoft added 2 commits June 15, 2026 16:48

clarify --generator and --include-prefix help text

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Update lintrunner with new in_tree_golden folder

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danielsongmicrosoft force-pushed the user/danielsong/templatelibrarypythonport branch from dca9d9c to 549a11a Compare June 15, 2026 23:48

Make dummy var

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guschmue enabled auto-merge (squash) June 16, 2026 19:26

guschmue merged commit 9c12e9d into microsoft:main Jun 16, 2026
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BrewTestBot mentioned this pull request Jul 25, 2026

onnxruntime 1.28.0 Homebrew/homebrew-core#295148

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This was referenced Aug 1, 2026

Bump Microsoft.ML.OnnxRuntime.Gpu from 1.24.4 to 1.28.0 trackdubllc/Trackdub#52

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Bump Microsoft.ML.OnnxRuntime.Gpu and Microsoft.ML.OnnxRuntimeGenAI.Cuda trackdubllc/Trackdub#54

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