When application is made by any person to commence any prosecution in the Municipal Court, the Municipal Judge may, in his discretion, before any such proceeding is commenced, require the person making such to give good and sufficient security for costs in the event the prosecution should fail which security shall be given before any proceeding shall be commenced. (Prior Code § 12-38)