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Ed Crewe: Talk about Cloud Prices at PyConLT 2025

  • Ed Crewe is set to speak at PyConLT 2025, focusing on Cloud Pricing.
  • As a member of the EDB team, he works on the Postgres AI product, operating across AWS, Azure, and GCP.
  • The talk delves into the complexity of cloud pricing, dealing with vast SKU lists.
  • Development of a data pipeline to manage and update service SKUs is discussed.
  • The extraction process aims to efficiently handle the 5 million service SKUs.
  • Implementation details including data scraping, tools like Airflow, and Python code are presented.
  • The scraper class uses abstract base methods for fetching and inserting prices.
  • Use of Postgres Embedded with Go for temporary databases and data retrievals is highlighted.
  • A Click wrapper facilitates tasks like scraping, dumping Postgres files, and running tests.
  • Soda data validation is employed to ensure accuracy and integrity of the scraped data in the pipeline.

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