This change extends setUrlParams when changing a URL by having it
remove the parameters when arrays are empty.

Now it is possible to remove the array parameters of the URL:

https://gitlab.com/test?labels[]=foo&labels[]=bar

By adding `{ labels: [] }`, to obtain:

https://gitlab.com/test