continuous Training #99

	name: continuous Training
	on:
	schedule:
	- cron: '0 /6 * *'
	workflow_dispatch:
	inputs:
	reason:
	descriotion: Why to run this?
	required: false
	default: running CT
	jobs:
	continuos-training:
	runs-on: ubuntu-latest
	steps:
	- name: Checkout repo
	uses: actions/checkout@v2
	- name: Train Model
	env:
	SERVICE_ACCOUNT_KEY: ${{secrets.SERVICE_ACCOUNT_KEY}}
	run: \|
	pip install virtualenv
	virtualenv venv
	source venv/bin/activate
	pip install -r src/requirements.txt
	export GOOGLE_APPLICATION_CREDENTIALS=$(python utilities/setter.py)
	dvc pull model/model.pkl.dvc -r model-tracker
	dvc unprotect model/model.pkl
	dvc repro -f
	echo "Training Competed"
	dvc add model/model.pkl -r model-tracker --to-remote
	dvc push model/model.pkl.dvc -r model-tracker
	- name: Commit .dvc file changes
	run: \|
	git config --local user.email "[email protected]"
	git config --local user.name "github-actions[bot]"
	git add model/model.pkl.dvc
	git commit -m "Updating Model Serialization"
	- uses: ad-m/github-push-action@master
	with:
	github_token: ${{ secrets.GITHUB_TOKEN }}
	branch: ${{ github.ref }}
	- uses: iterative/setup-cml@v2
	- name: Push Metrics
	env:
	REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	cat report.txt >> report.md
	echo "![](./prediction_behavior.png)" >> report.md
	cml comment create report.md

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