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Jean-Martin Archer & Michael Petro - Running Apache Airflow at Scale | PyData Global 2022
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Apache Airflow is a foundational component of data platform orchestration at Shopify. In this talk, we'll dive into the many performance and reliability challenges we’ve encountered running Airflow at Shopify’s scale, our custom tooling, and the new multi-instance architecture we rolled out.
PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
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