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What is the best approach to migrate master data from non-sap systems to Success Factors EC?

We have a requirement where we are planning to migrate master data from GIS and RMS systems on-premise into Success Factors EC. We are planning to use SAP CPI as the middleware. As this process deals with huge volumes of data, what would be the best approach to use?

-- File Based

-- SFAPI's and OData API's ( Are they capable to handle huge volumes)

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