Yes it does affect the charging capacity and speed.
The shorter the better, like what mi power bank use would be sufficient.

It's advisable to use an adaptor with minimum of 2A or 2.1A output to charge your xiaomi.
Else the 1A output will be very slow and might be insufficient current.