How do you say The Spanish Dictonary in Spanish?

"El diccionario de español", "El diccionario del idioma español"

Normally if you were speaking in spanish you wouldn't have to specify that the dictionary is in spanish. It would be assumed that it is a spanish dictionary.

Dictionary=Diccionario