The fire began at a RONA hardware store, just off Highway 30 on Saint-Louis Boulevard, and quickly spread to the store's warehouse.
It's not yet known what started the fire.
The store is right next to a gas station and not far from a residential neighbourhood.
There are no confirmed reports of injuries.
The general-alarm fire is causing traffic problems.