import shutil

from huggingface_hub import hf_hub_download


hf_token = 'HUGGINGFACE_API_KEY'
repo_id = 'ibrahimhamamci/CT-RATE'
directories = {
    'metadata': ['Metadata_Attributes.xlsx', 'train_metadata.csv', 'validation_metadata.csv'],
    'multi_abnormality_labels': ['train_predicted_labels.csv', 'valid_predicted_labels.csv'],
    'radiology_text_reports': ['train_reports.csv', 'validation_reports.csv']
}

# Download files from each directory
for directory, files_to_download in directories.items():
    for file_name in files_to_download:
        file_path = f"{directory}/{file_name}"
        hf_hub_download(
            repo_id=repo_id,
            repo_type='dataset',
            token=hf_token,
            subfolder='dataset',
            filename=file_path,
            cache_dir='./',
            local_dir='./',
            local_dir_use_symlinks=False)
    shutil.move(f'dataset/{directory}', directory)

shutil.rmtree('./dataset')
shutil.rmtree('./datasets--ibrahimhamamci--CT-RATE')