Whoa - that looks like an exciting journey to take !
kolkata (West Bengal) to Ooty (Tamil Nadu) distance is 2159 km and you can get there by flight + cab in just over 8 hours and 30 minutes or by train + bus fares starting from ₹ 954.
The weather is amazing right now. You'll have a great time.