I would like to dump the Table Structure for my MySQL Database, but none of the data.

The command line option from SSH is: mysql -d -p database_name > file.sql. Where 'database_name' is the name of your database, and 'file.sql' is the name of the file you would like to write the table structure to. You will be prompted you for a password (-p). Normally mysqldump gives you the entire database, with the '-d' option, you need to tell it to not include the data, just the table structure.

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