Can transaction be stuck in the 'processing' stage and has not been mined by the Blockchain network? Can transaction be stuck in the 'processing' stage and has not been mined by the Blockchain network and due to this, it cannot reflect in wallet ?

My friend send me a bit coin but it did not reach me, Can it get stuck in the
Yes, if the fee is not enough then it can take days and then it will be canceled.