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I want to develop one mysql function that can remove only numeric characters from the string.

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You can write a user defined function, where in you can write your logic of replacement or you can try :

Replace(Replace(Replace(Replace(Replace(Replace(Replace(Replace(Replace(Replace(column,'9',''),'8',''),'7',''),'6',''),'5',''),'4',''),'3',''),'2',''),'1',''),'0','')

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