Performance monitoring - Alibidetect #67

	name: Performance monitoring - Alibidetect

	on:
	schedule:
	- cron: '0 9 * * 1'

	jobs:
	job1:
	runs-on: windows-latest
	strategy:
	matrix:
	python-version: [3.9]

	steps:
	- name: Checkout Repository
	uses: actions/checkout@v3

	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v3
	with:
	python-version: ${{ matrix.python-version }}

	- name: Install dvc
	run: pip install dvc

	- name: Install dvc s3
	run: pip install dvc-s3

	- name: Dagshub remote 1
	run: dvc remote modify origin --local access_key_id ${{ secrets.ACCESS_KEY_ID_DAGSHUB }}

	- name: Dagshub remote 2
	run: dvc remote modify origin --local secret_access_key ${{ secrets.TOKEN_DAGSHUB }}

	- name: Pull data
	run: dvc pull -r origin

	- name: Install requirements
	run: pip install -r performance_requirements.txt

	- name: Make dataset
	run: python3 src/data/make_dataset.py

	- name: Run outlier detection
	run: python performance_monitoring/outliers_detection.py

	- name: Read drift file
	run: \|
	$drift_content=$(cat performance_monitoring/drift.txt)
	echo "$drift_content"
	Write-Host $drift_content

	- name: Create and build new image
	run: \|
	if ($drift_content -eq "1") {
	docker login -u ${{ secrets.DOCKERHUB_USERNAME }} -p ${{ secrets.DOCKERHUB_TOKEN }}
	docker-compose build
	docker-compose push
	}

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