import json def crop_json(file_path, num_lines, new_file_path): with open(file_path, 'r') as file: data = json.load(file) cropped_data = data[:num_lines] with open(new_file_path, 'w') as new_file: json.dump(cropped_data, new_file) file_paths = [ {'input': './data/corpus/train.json', 'size': 2000, 'output': './data/corpus-cut/train.json'}, {'input': './data/corpus/test.json', 'size': 500, 'output': './data/corpus-cut/test.json'}, {'input': './data/corpus/val.json', 'size': 500, 'output': './data/corpus-cut/val.json'} ] for file_path in file_paths: crop_json(file_path['input'], file_path['size'], file_path['output'])