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If the table myTable contains 100000000 records.
And I execute DELETE FROM myTable; without begin transaction and somethings go wrong, such as server power failure.
Will it delete some of the records?
No, if the DB engine conforms to ACID.
Any single write action is Atomic, whether contained in an explicit transaction or not.
A.k.a. each write action is a self contained transaction.