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This is a terraform script and it includes a python script that we can use to shutdown sagemaker notebook instances using the lambda function with tags. Also, terraform creates a cloudwatch trigger for lambda, and which that time you can assign whenever you want.
The pipeline integrates multiple data sources web-scraped community areas, taxi trip data from the Chicago Open Data API, and weather data from Open-Meteo. It cleans, normalizes, and merges them with Python, loads the processed results to AWS S3 via Lambda, and provides interactive analysis in Jupyter notebooks.