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I have a requirement to read a CSV file stored at location/server and upsert the records in Salesforce. Can anyone suggest possible solution/ways to achieve this requirement.

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You can hit the URL using Rest webservice and parse the data and create records. You can use Batch or Future to achieve this.

http://developer.financialforce.com/customizations/importing-large-csv-files-via-batch-apex/

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