You can try:
sudo apt install --reinstall python-urllib3
I would suspect that something interrupted a previous update/install
run; Marking 'Invalid' as this is not really a python-urllib3 bug, but
something transient to the actual installation.
** Changed in: python-urllib3 (Ubuntu)
Status: New => Invalid
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https://bugs.launchpad.net/bugs/1613138
Title:
package python-urllib3 1.13.1-2ubuntu0.16.04.1 failed to
install/upgrade: package is in a very bad inconsistent state; you
should reinstall it before attempting configuration
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