from dataloader.cde_loader.cdeDataloader import get_dataloader as cde_loader
from dataloader.PeMSDdataloader import get_dataloader as normal_loader
from dataloader.DCRNNdataloader import get_dataloader as DCRNN_loader
from dataloader.EXPdataloader import get_dataloader as EXP_loader
from dataloader.cde_loader.cdeDataloader import get_dataloader as nrde_loader
from dataloader.TSloader import get_dataloader as TS_loader
from dataloader.Informer_loader import get_dataloader as Informer_loader


def get_dataloader(config, normalizer, single):
    loader_map = {
        "STGNCDE": cde_loader,
        "STGNRDE": nrde_loader,
        "DCRNN": DCRNN_loader,
        "EXP": EXP_loader,
    }
    return loader_map.get(config["basic"]["model"], normal_loader)(
        config, normalizer, single
    )