I wouldn’t worry about storing inch and mm/meters

just store everything is mm, then convert the users inputted measurement to mm before you do searches.

users could also input in inches but the system just converts it mm on form submit.

this standardizes everything and makes the system a lot easier to work with and maintain and reduces fields.

you see this a lot with duration (minutes seconds) - just converted to seconds but displayed and entered differently by the user

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