'What should be the database for storing large lookup tables?

I have a requirement where i need to store a very large lookup(10 million records) file in database

File will look like this

{
"users":["user1","user2","user3","user4"]
}

and this file will also be updated time to time by the admin what should be the database i should choose here



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