From 7e8d5da4d63a60b6297c49cfbb74c91af1c4d4dd Mon Sep 17 00:00:00 2001 From: James Logan Date: Mon, 10 Nov 2025 18:11:00 -0500 Subject: [PATCH] Implement PGO for MacOS and Windows (#51) --- .github/workflows/release-python.yml | 222 ++++++++++++++++++++++++--- .github/workflows/test-python.yml | 4 +- .gitignore | 5 +- CHANGELOG.md | 14 ++ Cargo.lock | 2 +- Cargo.toml | 2 +- pyproject.toml | 2 +- scripts/distr_pgo_profile.sh | 3 + scripts/install_llvm.sh | 11 ++ scripts/native_pgo_profile.sh | 3 + scripts/pgo-profiles/pgo.profdata | Bin 1027944 -> 0 bytes uv.lock | 2 +- 12 files changed, 241 insertions(+), 29 deletions(-) create mode 100644 scripts/install_llvm.sh delete mode 100644 scripts/pgo-profiles/pgo.profdata diff --git a/.github/workflows/release-python.yml b/.github/workflows/release-python.yml index b931f66..3ffb6e8 100644 --- a/.github/workflows/release-python.yml +++ b/.github/workflows/release-python.yml @@ -15,7 +15,7 @@ jobs: test_python: uses: ./.github/workflows/test-python.yml - linux: + linux_pgo: runs-on: ${{ matrix.platform.runner }} strategy: matrix: @@ -25,15 +25,80 @@ jobs: # Exclude 32-bit linux due to OOM issues during compilation & no demand # - runner: ubuntu-22.04 # target: x86 - - runner: ubuntu-22.04 + - runner: ubuntu-22.04-arm target: aarch64 + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + architecture: ${{ matrix.platform.target }} + + - name: Install LLVM + run: bash ./scripts/install_llvm.sh + + - name: Clear profiles + run: rm -rf ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles/pgo.profraw + + - name: Instrumented build + uses: PyO3/maturin-action@v1 + with: + target: ${{ matrix.platform.target }} + args: --release --out dist --find-interpreter --verbose -- "-Cprofile-generate=${PWD}/scripts/pgo-profiles/pgo.profraw" + manylinux: auto + + - name: Install instrumented + run: | + # Need recent pip for dep groups + python -m pip install -U pip + + # Try each wheel until we find the right one + for whl in $(find dist/ -type f -name '*.whl'); do + echo "Trying $whl" + if ! python -m pip install "$whl"[pydantic] --group test; then + echo "Failed to install $whl" + else + echo "Installed $whl" + break + fi + done + + - name: Instrumented profile workload + run: | + # Run profile workload + LLVM_PROFILE_FILE=scripts/pgo-profiles/pgo.profraw/pgo-%p-%m.profraw python ./scripts/profile_workload.py + + # Remove instrumented wheel + rm -rf ./dist/ + + # Merge profiles + PROFILES=$(find scripts/pgo-profiles/pgo.profraw -name '*.profraw') + echo "Profiles to merge: $PROFILES" + /usr/lib/llvm-21/bin/llvm-profdata merge -o scripts/pgo-profiles/pgo.profdata $PROFILES + + - name: Build wheels optimized + uses: PyO3/maturin-action@v1 + with: + target: ${{ matrix.platform.target }} + args: --release --out dist --find-interpreter --verbose -- "-Cprofile-use=${{github.workspace}}/scripts/pgo-profiles/pgo.profdata" "-Cllvm-args=-pgo-warn-missing-function" + manylinux: auto + + - name: Upload wheels + uses: actions/upload-artifact@v4 + with: + name: wheels-linux-${{ matrix.platform.target }}-${{ matrix.python-version }} + path: dist + + linux_cross: + runs-on: ${{ matrix.platform.runner }} + strategy: + matrix: + platform: - runner: ubuntu-22.04 target: armv7 - runner: ubuntu-22.04 target: s390x - runner: ubuntu-22.04 target: ppc64le - python-version: ["3.13"] # Using stable abi3 steps: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 @@ -41,9 +106,9 @@ jobs: uses: PyO3/maturin-action@v1 with: target: ${{ matrix.platform.target }} - args: --release --out dist --find-interpreter --verbose -- "-Cprofile-use=${{github.workspace}}/scripts/pgo-profiles/pgo.profdata" "-Cllvm-args=-pgo-warn-missing-function" - # sccache: ${{ !startsWith(github.ref, 'refs/tags/') }} + args: --release --out dist --find-interpreter manylinux: auto + - name: Upload wheels uses: actions/upload-artifact@v4 with: @@ -63,7 +128,6 @@ jobs: target: aarch64 - runner: ubuntu-22.04 target: armv7 - python-version: ["3.13"] # Using stable abi3 steps: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 @@ -71,9 +135,8 @@ jobs: uses: PyO3/maturin-action@v1 with: target: ${{ matrix.platform.target }} - # PGO profile specified in maturin args because passing rustflags wipes out x86_64 instruction sets - args: --release --out dist --find-interpreter --verbose -- "-Cprofile-use=${{github.workspace}}/scripts/pgo-profiles/pgo.profdata" "-Cllvm-args=-pgo-warn-missing-function" - # sccache: ${{ !startsWith(github.ref, 'refs/tags/') }} + args: --release --out dist --find-interpreter --verbose + manylinux: musllinux_1_2 - name: Upload wheels uses: actions/upload-artifact@v4 @@ -81,16 +144,88 @@ jobs: name: wheels-musllinux-${{ matrix.platform.target }}-${{ matrix.python-version }} path: dist - windows: + windows_pgo: runs-on: ${{ matrix.platform.runner }} strategy: matrix: platform: - runner: windows-latest target: x64 + steps: + - uses: actions/checkout@v4 + + # Install Rust and Python separate from maturin and uv actions + # to try to avoid ending up with one or the other end up with + # the 32-bit version + - name: Install Rust toolchain + uses: dtolnay/rust-toolchain@stable + - uses: actions/setup-python@v5 + with: + python-version: "3.12" + + - name: Install LLVM + run: choco install llvm --version="21.1.0" -y; llvm-profdata --version + + - name: Clear profiles + shell: bash + run: rm -rf ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles/pgo.profraw + + - name: Instrumented build + uses: PyO3/maturin-action@v1 + with: + target: ${{ matrix.platform.target }} + args: --release --out dist --verbose -- "-Cprofile-generate=${PWD}/scripts/pgo-profiles/pgo.profraw" + + - name: Install instrumented + shell: bash + run: | + # Need recent pip for dep groups + python -m pip install -U pip + + # Try each wheel until we find the right one + for whl in $(find dist/ -type f -name '*.whl'); do + echo "Trying $whl" + if ! python -m pip install "$whl"[pydantic] --group test; then + echo "Failed to install $whl" + else + echo "Installed $whl" + break + fi + done + + - name: Instrumented profile workload + shell: bash + run: | + # Run profile workload + LLVM_PROFILE_FILE=scripts/pgo-profiles/pgo.profraw/pgo-%p-%m.profraw python ./scripts/profile_workload.py + + # Remove instrumented wheel + rm -rf ./dist/ + + # Merge profiles + PROFILES=$(find scripts/pgo-profiles/pgo.profraw -name '*.profraw') + echo "Profiles to merge: $PROFILES" + llvm-profdata merge -o scripts/pgo-profiles/pgo.profdata $PROFILES + + - name: Build wheels optimized + uses: PyO3/maturin-action@v1 + with: + target: ${{ matrix.platform.target }} + args: --release --out dist --verbose -- "-Cprofile-use=${{github.workspace}}/scripts/pgo-profiles/pgo.profdata" "-Cllvm-args=-pgo-warn-missing-function" + + - name: Upload wheels + uses: actions/upload-artifact@v4 + with: + name: wheels-windows-${{ matrix.platform.target }}-${{ matrix.python-version }} + path: dist + + windows_cross: + runs-on: ${{ matrix.platform.runner }} + strategy: + matrix: + platform: - runner: windows-latest target: x86 - python-version: ["3.13"] # Using stable abi3 steps: - uses: actions/checkout@v4 @@ -102,38 +237,83 @@ jobs: - uses: actions/setup-python@v5 with: architecture: ${{ matrix.platform.target }} - python-version: ${{ matrix.python-version }} + + - name: Build wheels uses: PyO3/maturin-action@v1 with: target: ${{ matrix.platform.target }} - args: --release --out dist --verbose #-- "-Cprofile-use=${{github.workspace}}/scripts/pgo-profiles/pgo.profdata" "-Cllvm-args=-pgo-warn-missing-function" - # sccache: ${{ !startsWith(github.ref, 'refs/tags/') }} + args: --release --out dist --verbose + - name: Upload wheels uses: actions/upload-artifact@v4 with: name: wheels-windows-${{ matrix.platform.target }}-${{ matrix.python-version }} path: dist - macos: + macos_pgo: runs-on: ${{ matrix.platform.runner }} strategy: matrix: platform: - runner: macos-15-intel target: x86_64 - - runner: macos-14 + # macos-15 runner is arm64 + - runner: macos-15 target: aarch64 - python-version: ["3.13"] # Using stable abi3 steps: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 - - name: Build wheels + with: + python-version: "3.12" + + - name: Install LLVM + run: bash ./scripts/install_llvm.sh + + - name: Clear profiles + run: rm -rf ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles/pgo.profraw + + - name: Instrumented build uses: PyO3/maturin-action@v1 with: target: ${{ matrix.platform.target }} - args: --release --out dist --find-interpreter --verbose #-- "-Cprofile-use=${{github.workspace}}/scripts/pgo-profiles/pgo.profdata" "-Cllvm-args=-pgo-warn-missing-function" - # sccache: ${{ !startsWith(github.ref, 'refs/tags/') }} + args: --release --out dist --find-interpreter --verbose -- "-Cprofile-generate=${PWD}/scripts/pgo-profiles/pgo.profraw" + + - name: Install instrumented + run: | + # Need recent pip for dep groups + pip install -U pip + + # Try each wheel until we find the right one + for whl in $(find dist/ -type f -name '*.whl'); do + echo "Trying $whl" + if ! python -m pip install "$whl"[pydantic] --group test; then + echo "Failed to install $whl" + else + echo "Installed $whl" + break + fi + done + + - name: Instrumented profile workload + run: | + # Run profile workload + LLVM_PROFILE_FILE=scripts/pgo-profiles/pgo.profraw/pgo-%p-%m.profraw python ./scripts/profile_workload.py + + # Remove instrumented wheel + rm -rf ./dist/ + + # Merge profiles + PROFILES=$(find scripts/pgo-profiles/pgo.profraw -name '*.profraw') + echo "Profiles to merge: $PROFILES" + $(brew --prefix llvm@21)/bin/llvm-profdata merge -o scripts/pgo-profiles/pgo.profdata $PROFILES + + - name: Build wheels optimized + uses: PyO3/maturin-action@v1 + with: + target: ${{ matrix.platform.target }} + args: --release --out dist --find-interpreter --verbose -- "-Cprofile-use=${{github.workspace}}/scripts/pgo-profiles/pgo.profdata" "-Cllvm-args=-pgo-warn-missing-function" + - name: Upload wheels uses: actions/upload-artifact@v4 with: @@ -159,7 +339,7 @@ jobs: name: Release runs-on: ubuntu-latest # if: ${{ startsWith(github.ref, 'refs/tags/') || github.event_name == 'workflow_dispatch' }} - needs: [test_python, linux, musllinux, windows, macos, sdist] + needs: [test_python, linux_pgo, linux_cross, musllinux, windows_pgo, windows_cross, macos_pgo, sdist] permissions: # Use to sign the release artifacts id-token: write diff --git a/.github/workflows/test-python.yml b/.github/workflows/test-python.yml index 5eb587f..f64fcbd 100644 --- a/.github/workflows/test-python.yml +++ b/.github/workflows/test-python.yml @@ -54,7 +54,7 @@ jobs: # - runner: ubuntu-latest - runner: ubuntu-24.04-arm # aarch64 - runner: macos-15-intel # x86_64 - - runner: macos-14 # aarch64 + - runner: macos-15 # aarch64 steps: - uses: actions/checkout@v3 - name: Install uv @@ -88,7 +88,7 @@ jobs: - name: Profile-Guided Optimization (PGO) shell: bash run: | - sh ./scripts/distr_pgo_install.sh + sh ./scripts/distr_pgo.sh - name: Test (with PGO) run: | diff --git a/.gitignore b/.gitignore index 939a10c..c4be16e 100644 --- a/.gitignore +++ b/.gitignore @@ -74,9 +74,10 @@ docs/_build/ # Extra *.svg -# Unmerged PGO profiles +# PGO profiles *.profraw *native.profdata +*pgo-profiles/ # cargo-semver-checks -semver-checks/ \ No newline at end of file +semver-checks/ diff --git a/CHANGELOG.md b/CHANGELOG.md index 5e67e3c..7ac91e3 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,19 @@ # Changelog +## 0.8.1 2025-11-10 + +### Added + +* Python + * Implement PGO for mac intel/aarch64, linux aarch64, and windows x64 + * Add script for installing llvm on linux and mac to support PGO + +### Changed + +* Python + * Remove stored pgo profiles + * Update PGO scripts + ## 0.8.0 2025-11-08 Support ndarray inputs for python interpn function, require kwargs for most inputs, diff --git a/Cargo.lock b/Cargo.lock index 213ce46..ddd7588 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -221,7 +221,7 @@ checksum = "b248f5224d1d606005e02c97f5aa4e88eeb230488bcc03bc9ca4d7991399f2b5" [[package]] name = "interpn" -version = "0.8.0" +version = "0.8.1" dependencies = [ "criterion", "crunchy", diff --git a/Cargo.toml b/Cargo.toml index 910b212..b37a25a 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "interpn" -version = "0.8.0" +version = "0.8.1" edition = "2024" authors = ["James Logan "] license = "MIT OR Apache-2.0" diff --git a/pyproject.toml b/pyproject.toml index 4ee230d..7137e26 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "maturin" [project] name = "interpn" -version = "0.8.0" +version = "0.8.1" description = "N-dimensional interpolation/extrapolation methods" authors = [{ name = "James Logan", email = "jlogan03@gmail.com" }] readme = "README.md" diff --git a/scripts/distr_pgo_profile.sh b/scripts/distr_pgo_profile.sh index 5b171f6..46323e3 100644 --- a/scripts/distr_pgo_profile.sh +++ b/scripts/distr_pgo_profile.sh @@ -13,6 +13,9 @@ UV_NO_BUILD_CACHE=1 uv run --no-sync maturin build --compatibility pypi --out di # Install instrumented wheel uv pip install $(find dist/ -name '*.whl')[pydantic] --group test --group bench --reinstall +# Clear existing profiles +rm -rf ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles/pgo.profraw + # Run reference workload to generate profile uv run --no-sync ./scripts/profile_workload.py diff --git a/scripts/install_llvm.sh b/scripts/install_llvm.sh new file mode 100644 index 0000000..70dd596 --- /dev/null +++ b/scripts/install_llvm.sh @@ -0,0 +1,11 @@ +#!/bin/bash + +if [[ "$OSTYPE" == "linux-gnu"* ]]; then + curl -fsSL https://apt.llvm.org/llvm.sh | sudo bash -s -- 21 + sudo apt update + sudo apt install llvm-21 +elif [[ "$OSTYPE" == "darwin"* ]]; then + brew install llvm@21 +else + exit 1 +fi \ No newline at end of file diff --git a/scripts/native_pgo_profile.sh b/scripts/native_pgo_profile.sh index b32ceab..5b11cb1 100644 --- a/scripts/native_pgo_profile.sh +++ b/scripts/native_pgo_profile.sh @@ -8,6 +8,9 @@ cargo clean uv cache clean uv run --no-sync maturin develop .[pydantic] --release --verbose -- "-Cprofile-generate=${PWD}/scripts/pgo-profiles/pgo_native.profraw" "-Ctarget-cpu=native" +# Clear existing profiles +rm -rf ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles; mkdir ./scripts/pgo-profiles/pgo.profraw + # Run profile uv run --no-sync ./scripts/profile_workload.py diff --git a/scripts/pgo-profiles/pgo.profdata b/scripts/pgo-profiles/pgo.profdata deleted file mode 100644 index 275404cfff86a8dda1e88e69133fda6497431b83..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1027944 zcmeEv2b@*K`S#fbl%}Aff)x!>Y|H7z3dlt?AVpNHcTZ(kwy{N6D_AiqqQMBUVMjEA 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