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Mr ReddyMr Reddy 

API Calls to 3rd party dbs to fetch data

Hi Guys,
   I need few suggestions like what is the best practice to fetch data from a 3rd party client who holds around 45k records in their db. They are willing to expose a rest svc to keep data in synch with sf. When they expose the data might be more then 10k records, so  i am planning to call their svc in a batch. Is that a best practice ? please suggest, thanks in advance.