The firefighting took place in an area in the northern parts of the city.
According to Reuters, which refers to the Basilian newspaper O Globo, one of the dead is a police officer.
Two people who were on board a metro train must also have been injured.
According to media reports in Brazil, the criminal gang is to engage in, among other things, drug smuggling and robbery, writes the BBC.
The article is updated