enforce label

This commit is contained in:
Michael Duong 2023-09-13 22:36:07 +01:00
parent b7749a3f24
commit 02f05a789d

View file

@ -11,72 +11,83 @@ permissions: write-all
jobs:
Verify-Model:
Enforce-label:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Install packages to retrieve artifacts
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
- uses: yogevbd/enforce-label-action@2.1.0
with:
REQUIRED_LABELS_ANY: "major,minorr,patch"
REQUIRED_LABELS_ANY_DESCRIPTION: "Select at least one label ['major','minor','patch']"
BANNED_LABELS: "banned"
- 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
# Verify-Model:
- name: Build Prediction docker Image
run: |
cd modules/ml-pipeline/src/pipeline/
docker build . --file Prediction.Dockerfile --tag prediction_test
# runs-on: ubuntu-latest
- name: Run Prediction docker container
run: |
docker run prediction_test
# steps:
# - uses: actions/checkout@v3
# - name: Install packages to retrieve artifacts
# 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
Trigger-CML:
# - 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
runs-on: ubuntu-latest
# - name: Build Prediction docker Image
# run: |
# cd modules/ml-pipeline/src/pipeline/
# docker build . --file Prediction.Dockerfile --tag prediction_test
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: Run Prediction docker container
# run: |
# docker run prediction_test
- 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
# Trigger-CML:
- uses: actions/setup-python@v4
- uses: iterative/setup-cml@v1
- name: Generate report
env:
AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
cd modules/ml-pipeline/src/pipeline/src
echo "## Model metrics" > report.md
# runs-on: ubuntu-latest
# Compare metrics to master
git fetch --depth=1 origin master:master
dvc metrics diff --md --all master >> report.md
# 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
cml comment create report.md
# - 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
# - uses: actions/setup-python@v4
# - uses: iterative/setup-cml@v1
# - name: Generate report
# env:
# AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
# AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
# REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
# run: |
# cd modules/ml-pipeline/src/pipeline/src
# echo "## Model metrics" > report.md
# # Compare metrics to master
# git fetch --depth=1 origin master:master
# dvc metrics diff --md --all master >> report.md
# cml comment create report.md
# # echo "## Residuals plot from model" >> report.md
# # metrics_location=$(find . -maxdepth 10 -name "residuals.png")