This chapter covered a lot of details on manipulating files from external sources to connecting to resources at a low level. The end result was the ability to identify potential user accounts and validate them. These activities also highlighted the proper use of arguments and options with the argparse library, and where the use of scripts can meet needs that developed tools cannot. All of this has been built to exploit the services, that we will cover in the next chapter.