It's a common misunderstanding that a judge can dismiss a case at any time for any reason. Only the District Attorney holds this power. The DA can dismiss your case whenever he or she wants and for any reason (typically by entering a nolle pros. or placing the case on the dead docket).
Judges can dismiss cases only for very limited legal reasons, typically at a preliminary hearing or by entering a directed verdict during trial.