add Automate model retraining with Amazon SageMaker Pipelines when dr… #46

	name: model-training

	on:
	push:
	# paths:
	# - 'model-cicd-pipeline/**'

	jobs:
	run:
	runs-on: ubuntu-latest
	defaults:
	run:
	working-directory: ./model-cicd-pipeline/model-train-cml-report

	steps:
	- uses: actions/checkout@v2
	- uses: actions/setup-python@v2
	- uses: iterative/setup-cml@v1
	- name: Install packages
	run: \|
	pip install -r requirements.txt
	- name: Train model
	run: \|
	python train.py
	- name: Write CML report
	env:
	REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	echo "# MODEL METRICS" > report.md
	cat metrics.txt >> report.md

	echo "## Data viz" >> report.md
	echo "![feature_importance](./model-cicd-pipeline/model-train-cml-report/feature_importance.png)" >> report.md
	echo "![residuals](./model-cicd-pipeline/model-train-cml-report/residuals.png)" >> report.md

	cml comment create report.md

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