Vangelis Banos ddcde36982 Increase urllib parse cache size
In python2/3, urllib parse caches in memory URL parsing results to
avoid repeating the process for the same URL. The problem is that the
default in memory cache size is just 20.
https://github.com/python/cpython/blob/3.7/Lib/urllib/parse.py#L80

Since we do a lot of URL parsing, it makes sense to increase cache size.
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