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Schema changes have a bad reputation of being slow and requiring downtime. This reputation is not entirely deserved: most relational database systems execute the ALTER TABLE statement in a few milliseconds. MySQL is a notable exception — it copies the entire table on ALTER TABLE, which can mean minutes or even hours of downtime when altering a large table — although various tools exist to work around this limitation
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
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