refactor: Rewrite optimization engine in Rust using samyama-optimizat…

.github/workflows/publish-python-package.yml

@@ -3,33 +3,54 @@ name: Publish Python Package
 on:
   push:
     tags:
-      - 'v*'  # Trigger on version tag push (e.g., v1.0.0)
+      - 'v*'
 
 jobs:
   build:
-    runs-on: ubuntu-latest
+    name: Build wheels on ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install Rust toolchain
+        uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: stable
+          override: true
 
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: auto
+          args: --release --out dist --manifest-path rust_bindings/Cargo.toml
+          sccache: 'true'
+          manylinux: auto
+
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheels
+          path: dist
+
+  release:
+    name: Release
+    runs-on: ubuntu-latest
+    needs: [build]
     steps:
-    - name: Checkout code
-      uses: actions/checkout@v3
-
-    - name: Set up Python
-      uses: actions/setup-python@v3
-      with:
-        python-version: '3.x'
-
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install setuptools wheel twine
-
-    - name: Build the package
-      run: |
-        python setup.py sdist bdist_wheel
-
-    - name: Publish to PyPI
-      env:
-        TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
-        TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
-      run: |
-        twine upload dist/*
+      - uses: actions/download-artifact@v4
+        with:
+          name: wheels
+          path: dist
+
+      - name: Publish to PyPI
+        uses: PyO3/maturin-action@v1
+        with:
+          command: upload
+          args: --non-interactive --skip-existing dist/*
+        env:
+          MATURIN_PYPI_TOKEN: ${{ secrets.PYPI_API_TOKEN }}

.github/workflows/test.yml

@@ -13,18 +13,34 @@ jobs:
     - name: Checkout code
       uses: actions/checkout@v3
 
+    - name: Set up Rust
+      uses: actions-rs/toolchain@v1
+      with:
+        profile: minimal
+        toolchain: stable
+        override: true
+
     - name: Set up Python
       uses: actions/setup-python@v3
       with:
-        python-version: '3.x'
+        python-version: '3.12'
 
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
         pip install -r requirements.txt
-        pip install pytest
-        pip install -e .
+        pip install pytest maturin
+
+    - name: Build and install Rust extension
+      run: |
+        maturin build --release --out dist
+        pip install dist/*.whl
 
     - name: Run tests
       run: |
+        # Move source out of the way so we test the installed package
+        mkdir _ignore
+        mv rao_algorithms _ignore/
         pytest tests/
+        # Move it back for subsequent steps if any
+        mv _ignore/rao_algorithms .

git_commit_history.csv

@@ -0,0 +1,30 @@
+hash,author,date,message
+17ee7ad8488cdc78e3cf9f05da9004bd05bf8f98,vinod-dega,2025-04-03 17:58:03 +0530,Merge pull request #2 from VaidhyaMegha/feature/repo-governance
+34a72af4d2a2566388d97ffc1dfdfca80cf6a246,Suchethan021,2025-04-03 17:16:57 +0530,added pip install -e . to the dependencies installation in test.yml
+22bfd870dd020a56b5046a241652a4744d07c3af,Suchethan021,2025-04-03 16:48:34 +0530,feat: implement repository governance standards
+45716f2222ae7c991c28d6ee3bb7e6777d8cdecf,Suchethan021,2025-04-01 17:07:53 +0530,Fix Docker build: Install package in development mode before tests
+1579687ab2cf9dc96d1239ebcaa1c23d78a9f7cb,Suchethan021,2025-04-01 16:48:50 +0530,update homepage and CNAME for optimizations.aisdlc.com
+adab529855dd113a225ed9c973e7b5e0d8425e2e,Sandeep Kunkunuru,2025-03-29 19:27:11 +0530,Update release version
+e66519bb41f1aa932a8dea2214b4cff3ef301caf,Sandeep Kunkunuru,2025-03-29 19:25:01 +0530,feat: Add detailed convergence history tracking to all optimization algorithms
+f03c04e2dad1fba799450d195a6af6ef138130d7,Sandeep Kunkunuru,2025-03-29 16:13:13 +0530,Update the release version
+7a574f91711850a6850471c3348455f9889a995f,Sandeep Kunkunuru,2025-03-29 16:11:08 +0530,Updates to docs
+e8b6da7002aa1e9cdb408e8d353df58c8d1b02a8,Sandeep Kunkunuru,2025-03-29 16:02:22 +0530,Publishing app to github pages
+61fbf17babe7c24e4301f384fbb1f04c2eb104d2,Sandeep Kunkunuru,2025-03-29 15:35:03 +0530,Adding frontend to simulate optimization algorithms
+11fe70c30d72b99e3cd8f4b5c12cb859edb2bbc6,Sandeep Kunkunuru,2025-03-26 00:50:15 +0530,docs: add comprehensive documentation for new optimization algorithms
+e0c8475b8ff29f697bdc7f88b753b35a3ea1eb5d,Sandeep Kunkunuru,2025-03-26 00:29:29 +0530,Update package version
+85326a76c46e0f97482e65b2c1b09df12e96e2b9,Sandeep Kunkunuru,2025-03-26 00:25:50 +0530,feat: Implement additional optimization algorithms by Prof. R.V. Rao
+98844b66c824d7e6623391f63bfea87a17dca55d,vinod-dega,2024-10-29 11:54:10 +0530,Add pull_request_template.md
+236866574a09ce219cbe4d3dc446e82f0118f799,Sandeep Kunkunuru,2024-10-02 21:46:19 +0530,Adding more objective functions and test cases
+e133bb549e791a4b126971eb5b1d2a4c59a5f032,Sandeep Kunkunuru,2024-10-02 21:21:45 +0530,Adding reference implementation and saving convergence scores
+b942a20035abf2edca6878df6246907c4905ca86,Sandeep Kunkunuru,2024-10-02 17:12:16 +0530,folder structure has been corrected
+12edfc7b2d922aaa99946687ca029cb92892d03a,Sandeep Kunkunuru,2024-10-02 16:12:08 +0530,Update pypi package page using README.md
+b9e0f9a35142f2099e8a51e30cffa4aeda0f1bdf,Sandeep Kunkunuru,2024-10-02 16:11:48 +0530,Update pypi package page using README.md
+72d8a081a6a7dcd9704e2bb5459687396f7769b1,Sandeep Kunkunuru,2024-10-02 16:10:06 +0530,Update pypi package page using README.md
+146e11f02cd7465670ab097d85eeed76350bd913,Sandeep Kunkunuru,2024-10-02 16:03:29 +0530,rename package
+86a8632ab34eb18340160a454e049ebf410a8a90,Sandeep Kunkunuru,2024-10-02 16:00:17 +0530,Updates
+60dc723c9be590150a50b7f3805cf5aefa428ba4,Sandeep Kunkunuru,2024-10-02 15:52:12 +0530,"Added Dockerfile, tests, and README"
+08476428e141d4571c5c6c9a77b4587a3beb9130,Sandeep Kunkunuru,2024-10-02 14:59:57 +0530,Add github workflows
+fa965b1e81275b12ddb2a92f83d8e9cc76b6f24b,Sandeep Kunkunuru,2024-10-02 14:58:12 +0530,Merge remote-tracking branch 'origin/main'
+aff9a9a1345daa1cf93640de851015ca7be9c1c6,Sandeep Kunkunuru,2024-10-02 14:58:09 +0530,Updates to LICENSE
+fcc4aac272c984eaa46a86da861816a067732953,Sandeep Kunkunuru,2024-10-02 14:55:01 +0530,Initial commit
+0f2b418b2060e45e346ee09cb2b5909f9076ecc7,Sandeep Kunkunuru,2024-10-02 14:53:41 +0530,Initial commit

pyproject.toml

@@ -0,0 +1,30 @@
+[build-system]
+requires = ["maturin>=1.0,<2.0"]
+build-backend = "maturin"
+
+[project]
+name = "rao-algorithms"
+version = "0.8.0"
+description = "High-performance optimization algorithms by Prof. R.V. Rao (Jaya, Rao, TLBO) backed by Rust"
+authors = [
+    { name = "Sandeep Kunkunuru", email = "sandeep.kunkunuru@gmail.com" }
+]
+license = { text = "MIT" }
+readme = "README.md"
+requires-python = ">=3.8"
+dependencies = [
+    "numpy>=1.20",
+]
+classifiers = [
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Rust",
+    "License :: OSI Approved :: MIT License",
+    "Operating System :: OS Independent",
+    "Topic :: Scientific/Engineering :: Mathematics",
+]
+
+[tool.maturin]
+features = ["pyo3/extension-module"]
+module-name = "rao_algorithms.samyama_optimization"
+manifest-path = "rust_bindings/Cargo.toml"
+python-source = "."