Adopt UV in GHA

.github/ISSUE_TEMPLATE/feature-request-template.md

@@ -1,5 +1,5 @@
 ---
-name: Feature Request Template
+name: New Feature Request
 about: This is a template for a Feature Request
 title: "[FEATURE]"
 labels: enhancement

.github/PULL_REQUEST_TEMPLATE.md

@@ -1,24 +1,25 @@
-Before working on a large PR, please check with @koaning or @MBrouns that they agree with the direction of the PR. This discussion should take place in a Github issue before working on the PR, unless it's a minor change like spelling in the docs. 
+Before working on a large PR, please check with @FBruzzesi or @koaning to confirm that they agree with the direction of the PR. This discussion should take place in a [Github issue](https://github.com/koaning/scikit-lego/issues/new/choose) before working on the PR, unless it's a minor change like spelling in the docs. 
 
 # Description
 
 Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context.
 
-Fixes # (issue)
+Fixes #(issue)
 
 ## Type of change
+
 - [ ] Bug fix (non-breaking change which fixes an issue)
 - [ ] New feature (non-breaking change which adds functionality)
 - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
 
 
-# Checklist:
+## Checklist:
 
-- [ ] My code follows the style guidelines (flake8)
+- [ ] My code follows the style guidelines (ruff)
 - [ ] I have commented my code, particularly in hard-to-understand areas
 - [ ] I have made corresponding changes to the documentation (also to the readme.md)
 - [ ] I have added tests that prove my fix is effective or that my feature works
 - [ ] I have added tests to check whether the new feature adheres to the sklearn convention
 - [ ] New and existing unit tests pass locally with my changes
 
-If you feel your PR is ready for a review, ping @koaning or @mbrouns. 
+If you feel your PR is ready for a review, ping @FBruzzesi or @koaning.

.github/workflows/dependencies.yml

@@ -15,33 +15,34 @@ jobs:
       uses: actions/setup-python@v5
       with:
         python-version: "3.10"
+    - name: Install uv
+      run: curl -LsSf https://astral.sh/uv/install.sh | sh
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip setuptools wheel
-        python -m pip install pytest
+        uv pip install pytest setuptools wheel --system
     - name: Run Base Install
       run: |
-        python -m pip install -e .
+        uv pip install -e . --system
     - name: Run Checks
       run: |
         python tests/scripts/check_pip.py missing cvxpy
         python tests/scripts/check_pip.py installed scikit-learn
         python tests/scripts/import_all.py
     - name: Install cvxpy
       run: |
-        python -m pip install -e ".[cvxpy]"
+        uv pip install -e ".[cvxpy]" --system
     - name: Run Checks
       run: |
         python tests/scripts/check_pip.py installed cvxpy scikit-learn
         python tests/scripts/import_all.py
     - name: Install All
       run: |
-        python -m pip install -e ".[all]"
+        uv pip install -e ".[all]" --system
     - name: Run Checks
       run: |
         python tests/scripts/check_pip.py installed cvxpy formulaic scikit-learn umap-learn
     - name: Docs can Build
       run: |
         sudo apt-get update && sudo apt-get install pandoc
-        python -m pip install -e ".[docs]"
+        uv pip install -e ".[docs]" --system
         mkdocs build

.github/workflows/schedule-dependencies.yml

@@ -1,8 +1,10 @@
 name: Cron Test Dependencies
 
 on:
+  workflow_dispatch:
   schedule:
     - cron: "0 0 * * *"
+
 
 jobs:
   cron:
@@ -15,17 +17,22 @@ jobs:
     steps:
     - name: Checkout source code
       uses: actions/checkout@v4
+    - name: Install uv (Unix)
+      if: runner.os != 'Windows'
+      run: curl -LsSf https://astral.sh/uv/install.sh | sh
+    - name: Install uv (Windows)
+      if: runner.os == 'Windows'
+      run: powershell -c "irm https://astral.sh/uv/install.ps1 | iex"
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip
-        python -m pip install wheel
-        pip install ${{ matrix.pre-release-dependencies }} scikit-lego
-        pip freeze
+        uv pip install wheel --system
+        uv pip install ${{ matrix.pre-release-dependencies }} scikit-lego --system
+        uv pip freeze
     - name: Test with pytest
       run: |
-        pip install -e ".[test]"
+        uv pip install -e ".[test]" --system
         make test

.github/workflows/test.yml

@@ -22,14 +22,17 @@ jobs:
     steps:
     - name: Checkout source code
       uses: actions/checkout@v4
+    - name: Install uv (Unix)
+      if: runner.os != 'Windows'
+      run: curl -LsSf https://astral.sh/uv/install.sh | sh
+    - name: Install uv (Windows)
+      if: runner.os == 'Windows'
+      run: powershell -c "irm https://astral.sh/uv/install.ps1 | iex"
     - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip --no-cache-dir
-        python -m pip install -e ".[test]"
+      run: uv pip install -e ".[test]" --system
     - name: Test with pytest
-      run: |
-        make test
+      run: make test