At least 12 units of fire tenders, including those from neighbouring districts of Kannur and Malapuram, are engaged in to bring the blaze under control.
The fire first broke out at a textile shop and spread to nearby areas.
'Mittai Theravu', also known as sweet meat street, is a commercial hub of Kozhikode, which houses several business establishments, both big and small.