import os

from .utils import Datum, DatasetBase, read_json, write_json, build_data_loader

from .oxford_pets import OxfordPets


template = ['a photo of a {}.']


class SUN397(DatasetBase):

    dataset_dir = 'sun397'

    def __init__(self, cfg, root, num_shots):
        self.dataset_dir = os.path.join(root, self.dataset_dir)
        self.image_dir = os.path.join(self.dataset_dir, 'SUN397')
        self.split_path = os.path.join(self.dataset_dir, 'split_zhou_SUN397.json')

        self.template = template

        train, val, test = OxfordPets.read_split(self.split_path, self.image_dir)
        train = self.generate_fewshot_dataset(train, num_shots=num_shots)
        
        # 
        subsample = cfg['subsample_classes']
        train, val, test = OxfordPets.subsample_classes(train, val, test, subsample=subsample)

        super().__init__(train_x=train, val=val, test=test)
    
    def read_data(self, cname2lab, text_file):
        text_file = os.path.join(self.dataset_dir, text_file)
        items = []

        with open(text_file, 'r') as f:
            lines = f.readlines()
            for line in lines:
                imname = line.strip()[1:] # remove /
                classname = os.path.dirname(imname)
                label = cname2lab[classname]
                impath = os.path.join(self.image_dir, imname)

                names = classname.split('/')[1:] # remove 1st letter
                names = names[::-1] # put words like indoor/outdoor at first
                classname = ' '.join(names)
                
                item = Datum(
                    impath=impath,
                    label=label,
                    classname=classname
                )
                items.append(item)
        
        return items
