Write MapReduce in Python

You need to write one or more MapReduces that remove stop words, all words turn into lower case and punctuation marks should be removed. Eventually, you should get files with inverted indexes from the input documents. These indices must be suitable for a query program that issues Boolean search queries and Proximity queries with a set of 3 or less words.