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Please use PK Chunking to extract data from Salesforce. Please refer below link.https://developer.salesforce.com/docs/atlas.en-us.api_asynch.meta/api_asynch/async_api_headers_enable_pk_chunking.htmhttps://developer.salesforce.com/blogs/engineering/2015/03/use-pk-chunking-extract-large-data-sets-salesforce.html