Could you give a ballpark figure for what you mean by large scale scraping? I've only worked on a couple projects, one was a broad (100K to 500K domains) and shallow (root + 1 level of page depth, also with a low cap on the number of children pages). The other just a single domain but scraping around 50K pages from it.