I believe the current blockchain is around 15GB, and to fully synchronize, your wallet will need to download the entire blockchain. So, yes, this will take a long time. When I first synced with the litecoin blockchain, it took about 24 hours, and it was only about 3 or 4 GB of data. Your transaction should eventually come through as your wallet continues syncing.