使Python字典可用于所有spark分区

I am trying to develop an algorithm in pyspark for which I am working with linalg.SparseVector class. I need to create a dictionary of key value pairs as input to each SparseVector object. Here the keys have to be integers as they represent integers (in my case representing user ids). I have a separate method that reads the input file and returns a dictionary where each user ID ( string) is mapped to an integer index. When I go through the file again and do a I am trying to develop an algorithm in pyspark