In what was described as a coordinated attack, witnesses say at least two gunmen wearing black fired indiscriminately into the dozens of worshipers in the mosque.
One person has been arrested, the department said. A previous statement indicated that two arrests had been made. It's not clear what caused the discrepancy.
The Canadian province's premier, Philippe Couillard, has called the shooting a terrorist act. He made the statement on Twitter.