Passion fruit is native to the tropical and sub-tropical areas of South America. However, it is now grown in California, Australia and other places with suitable climates.
Also the name 'passionfruit' is from old Spanish missionaries diaries - they saw the flowers during the church holidays of Lent and Easter, and it reminded them of the passion of Christ.