A spokesperson said: “Lothian adopt a zero-tolerance approach to all instances of antisocial behaviour.
“The safety and wellbeing of our colleagues and customers must be our main priority.”
A road closure has been put in place at the junction of Niddrie Mains Road and Duddingston Park South, and the junction of Niddrie Mains Road and Greendykes Road.
Police said officers were being supported to bring the situation under control.
The disorder broke out just hours before a new law banning the use of fireworks around Bonfire Night in certain parts of the city – including Niddrie – came into force.
The Firework Control Zone will run from 1 to 10 November and anyone setting off a private firework during this period will be committing a criminal offence.
The Scottish government gave local authorities new powers to designate ‘firework control zones’ (FCZs) in 2022 following a major riot in Dundee.
City of Edinburgh Council became the first in Scotland to vote for implementing the measures in August.
It means no fireworks can be set off unless part of a licensed public display.
The council’s culture and communities committee voted against a zone covering the entire city.
