You are the second person to report this problem. If what they are seeing is the same problem:
Both of you should report to:
that there is a problem with the download. But first check that my question is irrelevant as far as where iPhoto is stored. If you have a version of iPhoto older than 9, or installed iPhoto from CD-ROM you may not be able to upgrade it from the App Store.