Tidy

.github/workflows/build_wheels.yml

@@ -19,6 +19,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
+        # Check for latest setpup: https://github.com/pypa/cibuildwheel/blob/main/examples/github-with-qemu.yml
         os: [ubuntu-latest, windows-latest, macos-13, macos-14]
         python: [cp310, cp311, cp312] # As of 3/Oct/24 ortools was not compatible with cp313 
         include:
@@ -41,10 +42,10 @@ jobs:
     steps:
       - name: Set up QEMU
         if: matrix.arch == 'aarch64'
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@v3
         with:
           platforms: arm64
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Build and test wheels
         uses: pypa/[email protected] # You may need to update to get latest Python versions
         env:
@@ -58,6 +59,6 @@ jobs:
             # Test
             CIBW_BEFORE_TEST: "pip install --upgrade pip && pip install -r requirements-dev.txt && pip list"
             CIBW_TEST_COMMAND: "pytest {project}/tests"
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         with:
           path: ./wheelhouse/*.whl

README.md

@@ -1,5 +1,5 @@
 [![PyPI](https://img.shields.io/pypi/v/k-means-constrained)](https://pypi.org/project/k-means-constrained/)
-![Python](https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12%20%7C%203.13-blue)
+![Python](https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12-blue)
 [![Build](https://github.com/joshlk/k-means-constrained/actions/workflows/build_wheels.yml/badge.svg)](https://github.com/joshlk/k-means-constrained/actions/workflows/build_wheels.yml)
 [**Documentation**](https://joshlk.github.io/k-means-constrained/)
 
@@ -120,7 +120,7 @@ Below is a runtime comparison between k-means and k-means-constrained whereby th
 
 # Change log
 
-* v0.7.4 compatible with Numpy +v2.1.1. Added Python 3.12 and 3.13 support. Dropped Python 3.8 and 3.9 support (in line with Numpy).
+* v0.7.4 compatible with Numpy +v2.1.1. Added Python 3.12 support and dropped Python 3.8 and 3.9 support (due to Numpy).
 * v0.7.3 compatible with Numpy v1.23.0 to 1.26.4
 
 # Citations

README_dev.md

@@ -24,52 +24,39 @@ pytest
 ```
 
 2. Push changes to GitHub to build it for all platforms (if you get errors check notes above)
-    MacOS isn't tested so download a copy and test locally.
 
 3. Add changes to change log and bump version  (major, minor or patch):
 
 ```shell script
 bump2version patch
 ```
 
-
-
-Push to GitHub to build for many version. The MacOS ARM build isn't automatically tested and so should be tested locally.
-
-# Push to PyPi
-Requires: `pip install twine`
-Don't forget to increment version number
-
-Bump version (major, minor or patch):
-
-
-
-Download distributions (artifacts)
+4. Download distributions (artifacts)
 
 ```shell script
 make download-dists ID=$BUILD_ID
 ```
 
-Upload to test PyPi
+5. Upload to test PyPi
 
 ```shell script
 make check-dist
 make test-pypi
 ```
 
-Activate virtual env (might need to `make venv-create`)
+6. Activate virtual env (might need to `make venv-create`)
 
 ```shell script
 source k-means-env/bin/activate
 ```
 
-Test install (in virtual env. *****Remember to cd out of k-means-constrained folder*****):
+7. Test install (in virtual env. *****Remember to cd out of k-means-constrained folder*****):
 
 ```shell script
 pip install --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple k-means-constrained
 ```
 
-Then push to real PyPI:
+8. Then push to real PyPI:
 
 ```shell script
 make pypi-upload