Update ml_pipeline.yml #2

	name: ML Pipeline

	on:
	push:
	branches:
	- main

	env:
	AWS_REGION: eu-west-2
	AWS_BUCKET_NAME: c2k
	AWS_ROLE: ${{ secrets.AWS_ROLE }}

	jobs:
	train_and_upload:
	name: Train and Upload
	runs-on: ubuntu-latest
	environment: production

	permissions:
	id-token: write
	contents: read

	steps:
	- name: Checkout
	uses: actions/checkout@v4

	- name: configure aws credentials
	uses: aws-actions/configure-aws-credentials@v3
	with:
	role-to-assume: ${{ env.AWS_ROLE }}
	role-session-name: GithubActionsC2KSession
	aws-region: ${{ env.AWS_REGION }}

	- name: Train and Upload to S3
	run: \|
	pip install -r requirements.txt
	python ci_train_and_upload.py

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