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Custom Report

I need to create very complex Salesforce report. The standard report builder doesn't support that way of complexity. But it should be the SalesForce report by requirements.
I need to be able to use custom SQL requests and some APEX code.


Could you please share with me, how do developers create complex Salesforce reports? 


you can mimic salesforce reporting functionality with a visualforce page and apex, but it's still technically visualforce and apex and not a salesforce report itself.  you can't use apex in a report.