I had an instance in Melbourne last year where I grabbed the first taxi I saw then became aware there was a rank.
The drivers started arguing then my driver jumped out and confronted the others.
I wasn't about to add to the street theatre by getting out and trying to remove my bags but I shouted at him to get back in the car, which he eventually did and we went on to the airport in simmering silence.