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Any decent textbook on databases would cover most of this, with the possible exception of parsing SQL. It will likely have an in-depth discussion of data structures to reduce disk access.

I strongly recommend you read one such book more or less end-to-end.

HN: As with other areas of computer science, there is often a "canonical" book, like TAOCP or CLRS on algorithms. Is there any such book for databases?



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