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Imagine a situation when you have a table with 2 million rows and you wanted to delete a million rows. These rows are not bunched together. I might want to delete row1, and then row5, and then may be row7. But I want to deletes rows that may have age < 23 What is the best way to go about deleting these rows?

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You will want to delete them in batches. This previous question provides some interesting answers.

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Ismael Ghalimi
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