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I tried Mike Purvis's solution and it works! Thanks for the tip spmaniato! It takes a long time though. Just a tip for all those who might need help in the future. Packages like pyqt, sip may throw ImportError during compilation. A simple brew unlink <package that throws ImportError> && brew link <same package>
works like magic.