Whoa - that looks like an exciting journey to take !
There are direct trains but no direct flights for this journey. kolkata (West Bengal) to Cochin (Kerala) distance is 2296 km and you can get there by flight + flight in just over 6 hours and 25 minutes or by train fares starting from ₹ 654.
The weather is amazing right now. You'll have a great time.