Added a learning-loop image build/push (#60)

* add reinforcement_learning manyliux-2_28

* add reinforcement_learning manyliux-2_28

* added manual build starting with reinforcement_learning manyliux-2_28

* added a manual learning-loop image build/push action

.github/workflows/build_deploy_learning_loop.yml

@@ -0,0 +1,25 @@
+name:  Manual build and deploy Learning Loop to DockerHub
+
+on:
+  workflow_dispatch:
+
+jobs:
+  build:
+    name: learning-loop-ubuntu
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        config:
+        - { image_name: learning-loop, dockerfile: ubuntu-build.dockerfile, context: ./learning-loop/ }
+    steps:
+      - uses: actions/checkout@v3
+      - name: Login, build and push image
+        if: success()
+        uses: whoan/docker-build-with-cache-action@v4
+        with:
+          username: "${{ secrets.DOCKER_USERNAME }}"
+          password: "${{ secrets.DOCKER_PASSWORD }}"
+          image_name: "vowpalwabbit/${{matrix.config.image_name}}"
+          dockerfile: "${{matrix.config.dockerfile}}"
+          context: "${{ matrix.config.context }}"
+          push_image_and_stages: true

README.md

@@ -15,7 +15,8 @@ Tags on DockerHub correspond to [tags](https://github.com/VowpalWabbit/docker-im
 | [CentOS 7.6.1810](./vowpal_wabbit/centos7_6_1810-build.Dockerfile) | [vowpalwabbit/centos7_6_1810-build](https://hub.docker.com/r/vowpalwabbit/centos7_6_1810-build)  |  CI |
 | [RL Ubuntu 18.04](./reinforcement_learning/ubuntu1804-build.Dockerfile) | [vowpalwabbit/rl-ubuntu-1804](https://hub.docker.com/r/vowpalwabbit/rl-ubuntu-1804)  |  CI |
 | [RL Python ManyLinux 2010](./reinforcement_learning/manylinux-2010/rlclientlib-manylinux2010-build.Dockerfile) | [vowpalwabbit/rlclientlib-manylinux2010-build](https://hub.docker.com/r/vowpalwabbit/rlclientlib-manylinux2010-build)  |  CI/Python packaging |
-| [RL Python ManyLinux 2_28](./reinforcement_learning/manylinux-2_28/rlclientlib-manylinux-2_28-build.Dockerfile) | [vowpalwabbit/rlclientlib-manylinux-2_28-build](https://hub.docker.com/r/vowpalwabbit/rlclientlib-manylinux-2_28-build)  |  CI/Python packaging |
+| [RL Python ManyLinux 2_28](./reinforcement_learning/manylinux-2_28/rl-manylinux-2_28-build.Dockerfile) | [vowpalwabbit/rl-manylinux-2_28-build](https://hub.docker.com/r/vowpalwabbit/rl-manylinux-2_28-build)  |  CI/Python packaging |
+| [Learning Loop Latest](./learning-loop/ubuntu-build.dockerfile) | [vowpalwabbit/learning-loop](https://hub.docker.com/r/vowpalwabbit/learning-loop)  |  CI |
 
 ## Release steps
 

learning-loop/ubuntu-build.dockerfile

@@ -0,0 +1,55 @@
+# build stage
+FROM ubuntu:jammy AS build
+
+# set environment variables to avoid interaction during package installation
+ENV DEBIAN_FRONTEND=noninteractive
+
+# update the package list and install build dependencies
+RUN apt-get update && apt-get install -y \
+    curl \
+    wget \
+    git \
+    build-essential \
+    cmake \
+    pkg-config \
+    ninja-build \
+    zip \
+    unzip \
+    tar \
+    dotnet-sdk-8.0 \
+    && rm -rf /var/lib/apt/lists/*
+
+# clone the specified repository and build the project
+RUN git clone https://github.com/microsoft/learning-loop.git /tmp/learning-loop
+WORKDIR /tmp/learning-loop
+RUN git submodule update --init --recursive
+RUN mkdir artifacts
+RUN dotnet build ./OnlineTrainerExe/OnlineTrainerExe.csproj -c Release
+RUN dotnet publish ./OnlineTrainerExe/OnlineTrainerExe.csproj -c Release --no-build -o /publish
+
+# final runtime stage
+FROM mcr.microsoft.com/dotnet/runtime:8.0 AS runtime
+
+# set environment variables to avoid interaction during package installation
+ENV DEBIAN_FRONTEND=noninteractive
+
+# install only the necessary runtime dependencies
+RUN apt-get update && apt-get install -y \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# install Azure CLI
+RUN curl -sL https://aka.ms/InstallAzureCLIDeb | bash && rm -rf /var/lib/apt/lists/*
+
+# copy the published output from the build stage
+COPY --from=build /publish /app
+COPY --from=build /tmp/learning-loop/artifacts/rl_sim /app/rl_sim
+
+WORKDIR /app
+
+RUN chmod 555 onlinetrainer.sh
+RUN chmod 555 vw-bin/vw-*
+RUN chmod 555 rl_sim.sh
+RUN chmod 555 rl_sim/rl_sim-*
+
+ENTRYPOINT ["/bin/bash", "start-app.sh"]