name: Register the model for the given pipeline branch # on: # push: # branches: # - "model-**" on: pull_request: types: - closed branches: - "master" permissions: write-all jobs: Register-Major-Model-Dev: if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'major')) }} runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 with: fetch-depth: 0 - name: Install packages to register model run: | pip install --upgrade pip pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt - name: Register Model run: | REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}') git config user.name "Github-Bot" git config user.email "Github-Bot@no-reply.com" # gto register test --repo https://github.com/Hestia-Homes/ML/ # echo "chicken" >> test.md # gto register ${REGISTER_MODEL_NAME} --bump-major # gto assign regression --stage dev # gto show >> Model_Register.md Register-Minor-Model-Dev: if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'minor')) }} runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 with: fetch-depth: 0 - name: Install packages to register model run: | pip install --upgrade pip pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt - name: Register Model run: | REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}') git config user.name "Github-Bot" git config user.email "Github-Bot@no-reply.com" # gto register test --repo https://github.com/Hestia-Homes/ML/ # echo "chicken" >> test.md # gto register ${REGISTER_MODEL_NAME} --bump-minor # gto assign regression --stage dev # gto show >> Model_Register.md Register-Patch-Model-Dev: if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'patch')) }} runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 with: fetch-depth: 0 - name: Install packages to register model run: | pip install --upgrade pip pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt - name: Register Model run: | REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}') git config user.name "Github-Bot" git config user.email "Github-Bot@no-reply.com" # gto register test --repo https://github.com/Hestia-Homes/ML/ # echo "chicken" >> test.md # gto register ${REGISTER_MODEL_NAME} --bump-major # gto assign regression --stage dev # gto show >> Model_Register.md Promote-Artefacts-To-Dev: if: github.event.pull_request.merged == true runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - name: Install packages to retrieve artifacts run: | pip install --upgrade pip pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt - name: Retrieve artifacts (dvc.lock) env: AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }} AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }} run: | cd modules/ml-pipeline/src/pipeline/src dvc pull -r experiments - name: Push artifacts to Dev env: AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }} AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }} run: | cd modules/ml-pipeline/src/pipeline/src dvc push -r dev # Register-New-Model-Dev: # if: github.event.pull_request.merged == true # runs-on: ubuntu-latest # steps: # - uses: actions/checkout@v4 # with: # fetch-depth: 0 # - name: Install packages to register model # env: # AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }} # AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }} # run: | # pip install --upgrade pip # pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt # - name: Register Model # env: # AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }} # AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }} # run: | # # REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}') # REGISTER_MODEL_NAME=$(echo ${{github.ref_name}} | awk -F"-" '{print $1}') # git config user.name "Github-Bot" # git config user.email "Github-Bot@no-reply.com" # # git tag model@v0.0.1 # # git push origin model@v0.0.1 # # gto register test --repo https://github.com/Hestia-Homes/ML/ # # echo "chicken" >> test.md # # gto -v register ${REGISTER_MODEL_NAME} # # gto assign regression --stage dev # # gto show Register-Prediction-Image-Dev: needs: Promote-Artefacts-To-Dev # needs: [Promote-Artefacts-To-Dev, Register-New-Model-Dev] WILL ADD BACK ONCE REGISTER WORKS runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - name: Install packages to retrieve artifacts run: | pip install --upgrade pip pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt - name: Retrieve artifacts (dvc.lock) env: AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }} AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }} run: | cd modules/ml-pipeline/src/pipeline/src dvc pull -r dev - name: Build Prediction docker image (TODO - NEED LAMBDA IMAGE, need to add version from gto registry) run: | cd modules/ml-pipeline/src/pipeline/ REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}') docker build . --file Prediction.Dockerfile --tag ${REGISTER_MODEL_NAME} - name: ECR Login - Dev env: AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }} AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }} run: | echo "LOGIN TO ECR" - name: Push Prediction image to ECR - Dev env: AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }} AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }} run: | echo "PUSH TO ECR"