SAN FRANCISCO, CA - JULY 17:  A sale pending sign is posted in front of a home for sale on July 17, 2014 in San Francisco, California.  According to a report by DataQuick, the median price of new or existing single-family homes and condos reached $1 million. (Photo by Justin Sullivan/Getty Images)