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Added transformation test file #15

Added transformation test file

Added transformation test file #15

name: Model testing
on:
push:
paths: [src/**, scripts/**, services/airflow/dags/**, tests/**, configs/**, .github/**]
pull_request:
jobs:
validate:
runs-on: ubuntu-latest
steps:
#----------------------------------------------
# Check-out repo
#----------------------------------------------
- name: Check out repository
uses: actions/checkout@v4
with:
fetch-tags: true
fetch-depth: 0
#----------------------------------------------
# Set up Python
#----------------------------------------------
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.11'
#----------------------------------------------
# Install Poetry if not cached
#----------------------------------------------
- name: Load cached Poetry installation
id: cached-poetry
uses: actions/cache@v4
with:
path: ~/.local # the path depends on the OS
key: poetry-1.8.3 # increment to reset cache
- name: Install Poetry
if: steps.cached-poetry.outputs.cache-hit != 'true'
uses: snok/install-poetry@v1
with:
version: '1.8.3'
virtualenvs-create: true
virtualenvs-in-project: true
#----------------------------------------------
# Install project dependencies if not cached
#----------------------------------------------
- name: Load cached Poetry dependencies
id: cached-poetry-dependencies
uses: actions/cache@v4
with:
path: .venv
key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
- name: Install Poetry dependencies
if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
run: poetry install --no-interaction --no-root --with dev
#----------------------------------------------
# Run Giskard validation for champion model
#----------------------------------------------
- name: Download sample data
if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
run: poetry run python3 -m src.download_sample
- name: Validate champion model
run: poetry run mlflow run . --env-manager=local -e validate