Once we load the string of log entries, we need to parse these entries to an array of data points in order to display them. We want to parse the plain text log file to an array of JavaScript objects.
In this section, I will show you a convenient way to mix all techniques and to retrieve the best of both worlds. We will implement a preprocessing service component. This uses regular expressions to split the text into an array and D3.js to parse time strings to dates.
Let's look at the structure of the log files again:
66.249.64.121 - - [22/Nov/2014:01:56:00 +0100] "GET /robots.txt HTTP/1.1" 302 507 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" 66.249.64.129 - - [22/Nov/2014:01:56:01 +0100] "GET / HTTP/1.1" 302 487 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)"
From this string, we ultimately want to generate an array of JavaScript objects in the shape of [{ip:...