Fix 3.7 image, add 3.12 image.

.github/workflows/deploy_images.yml

@@ -20,6 +20,7 @@ on:
           - py310
           - py311
           - py311-cuda
+          - py312
           - example
 
       platforms:
@@ -71,7 +72,7 @@ jobs:
           push_image: ${{ github.event.inputs.push_image == 'true' }}
 
   py39:
-    if: ${{ github.event.inputs.specific_job == 'all' || contains(github.event.inputs.specific_job, 'py39') }}
+    if: ${{ github.event.inputs.specific_job == 'all' || contains(github.event.inputs.specific_job, 'py39') || contains(github.event.inputs.specific_job, 'docs') }}
     runs-on: ubuntu-latest
     steps:
       - name: Checkout 🛎️
@@ -166,8 +167,27 @@ jobs:
           tags: cmsml/cmsml:3.11-cuda
           push_image: ${{ github.event.inputs.push_image == 'true' }}
 
+  py312:
+    if: ${{ github.event.inputs.specific_job == 'all' || contains(github.event.inputs.specific_job, 'py312') }}
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout 🛎️
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+
+      - name: Build and deploy image 🐳
+        uses: ./.github/actions/build-image
+        with:
+          dockerhub_username: ${{ secrets.DOCKERHUB_USERNAME }}
+          dockerhub_token: ${{ secrets.DOCKERHUB_TOKEN }}
+          docker_file: docker/Dockerfile_312
+          platforms: ${{ github.event.inputs.platforms }}
+          tags: cmsml/cmsml:3.12
+          push_image: ${{ github.event.inputs.push_image == 'true' }}
+
   docs:
-    if: ${{ github.event.inputs.push_image == 'true' && (github.event.inputs.specific_job == 'all' || contains(github.event.inputs.specific_job, 'example')) }}
+    if: ${{ github.event.inputs.push_image == 'true' && (github.event.inputs.specific_job == 'all' || contains(github.event.inputs.specific_job, 'docs')) }}
     needs: py39
     runs-on: ubuntu-latest
     steps:

.github/workflows/lint_and_test.yml

@@ -31,6 +31,7 @@ jobs:
           - {tag: "3.9", tf: "default"}
           - {tag: "3.10", tf: "default"}
           - {tag: "3.11", tf: "default"}
+          - {tag: "3.12", tf: "default"}
           # scan tf versions
           - {tag: "3.9_base", tf: "2.5.3"}
           - {tag: "3.9_base", tf: "2.6.5"}

README.md

@@ -61,6 +61,7 @@ To use the cmsml package via docker, checkout our [DockerHub](https://hub.docker
 | `cmsml/cmsml:3.10`                                           |      3.10      | latest (~2.16.1) | latest (~2.3.0) |      ✘      |
 | `cmsml/cmsml:3.11`                                           |      3.11      | latest (~2.16.1) | latest (~2.3.0) |      ✘      |
 | `cmsml/cmsml:3.11-cuda`                                      |      3.11      | latest (~2.16.1) | latest (~2.3.0) |      ✔︎      |
+| `cmsml/cmsml:3.12`                                           |      3.12      | latest (~2.16.1) | latest (~2.3.0) |      ✘      |
 
 <!-- marker-after-docker -->
 
@@ -74,7 +75,7 @@ The tests can be triggered with
 pytest -n auto tests
 ```
 
-and in general, they should be run for Python 3.7 to 3.11.
+and in general, they should be run for Python 3.7 to 3.12.
 To run tests in a docker container, do
 
 ```shell

docker/Dockerfile_312

@@ -0,0 +1,37 @@
+FROM python:3.12
+
+# set the workdir
+WORKDIR /root
+
+# minimal software stack
+RUN apt-get update; apt-get clean
+RUN apt-get install -y nano less htop git libhdf5-serial-dev; apt-get clean
+
+# python software stack
+RUN pip install --no-cache-dir --upgrade pip setuptools
+RUN pip install --no-cache-dir --upgrade ipython
+RUN pip install --no-cache-dir numpy
+RUN pip install --no-cache-dir scipy
+RUN pip install --no-cache-dir matplotlib
+RUN pip install --no-cache-dir pandas
+RUN pip install --no-cache-dir numexpr
+RUN pip install --no-cache-dir jupyterlab
+RUN pip install --no-cache-dir notebook
+RUN pip install --no-cache-dir scikit-learn
+RUN pip install --no-cache-dir scikit-optimize
+RUN pip install --no-cache-dir tensorflow
+RUN pip install --no-cache-dir xgboost
+RUN pip install --no-cache-dir scinum
+RUN pip install --no-cache-dir nvidia_smi
+RUN pip install --no-cache-dir py3nvml
+RUN pip install --no-cache-dir torch
+
+# install cmsml from master
+RUN git clone https://github.com/cms-ml/cmsml.git && \
+    cd cmsml && \
+    pip install --no-cache-dir .[dev] && \
+    cd .. && \
+    rm -rf cmsml
+
+# initial command
+CMD ["bash", "-i", "-l"]

requirements_dev.txt

@@ -1,4 +1,5 @@
-flake8~=7.0
+flake8~=7.0.0;python_version>="3.8"
+flake8~=5.0.0;python_version<"3.8"
 flake8-commas~=2.1.0
 flake8-quotes~=3.3.2
 pytest-cov~=5.0.0