Regarding:  "I'm aware of the create table syntax. And according to it I
can declare a column as INTEGER  AUTO_INCREMENT NOT NULL. So I wonder
why this doesn't work (in MySQL it does!)."


To underscore -- the difficulty:

Maybe it was just a typing mistake in your message, but according to
   http://sqlite.org/lang_createtable.html 
The keyword is AUTOINCREMENT and not AUTO_INCREMENT


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