Update gh-actions and customize publish script to context #2

	name: Build Cache [using jupyter-book]
	on:
	push:
	branches:
	- main
	jobs:
	deploy-runner:
	runs-on: ubuntu-latest
	steps:
	- uses: iterative/setup-cml@v1
	- uses: actions/checkout@v3
	with:
	ref: ${{ github.event.pull_request.head.sha }}
	- name: Deploy runner on EC2
	env:
	REPO_TOKEN: ${{ secrets.QUANTECON_SERVICES_PAT }}
	AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
	AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
	run: \|
	cml runner launch \
	--cloud=aws \
	--cloud-region=us-west-2 \
	--cloud-type=p3.2xlarge \
	--labels=cml-gpu \
	--cloud-hdd-size=40
	cache:
	needs: deploy-runner
	runs-on: [self-hosted, cml-gpu]
	container:
	image: docker://mmcky/quantecon-lecture-python:cuda-12.1.0-anaconda-2023-09-py311-c
	options: --gpus all
	steps:
	- uses: actions/checkout@v3
	with:
	ref: ${{ github.event.pull_request.head.sha }}
	- name: Check nvidia drivers
	shell: bash -l {0}
	run: \|
	nvidia-smi
	- name: Build HTML
	shell: bash -l {0}
	run: \|
	jb build lectures --path-output ./ -W --keep-going
	- name: Upload Execution Reports
	uses: actions/upload-artifact@v2
	if: failure()
	with:
	name: execution-reports
	path: _build/html/reports
	- name: Upload "_build" folder (cache)
	uses: actions/upload-artifact@v3
	with:
	name: build-cache
	path: _build

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