Do I need to drain the battery completely before charging?

No, there is no need to drain the battery completely and then charge it completely. Modern lithium batteries used in vehicles benefit most from short partial charging sessions.

Most electric cars let you carry out even short partial charges if the vehicle's battery is not completely drained. The charging time in these cases can even be very short.