Under multiprocessing environment, two processes might pass the check and one of them finish the download, rename. while the other one is still downloading or right before rename. In such case, I choose to remove instead of rename because there is a rare case where rename might be not atomic in windows based on some research on MSDN. it uses remove to mitigate the risk
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