# # -- encoding: utf-8 -- # # Description: # Create: 2024/1/30 15:24 # """ import time from typing import Dict, Any import cv2 import numpy as np from loguru import logger from datamate.common.utils import numpy_to_bytes from datamate.core.base_op import Mapper class ImgFormatter(Mapper): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) def execute(self, sample: Dict[str, Any]) -> Dict[str, Any]: start = time.time() file_name = sample[self.filename_key] file_type = "." + sample[self.filetype_key] file_path = sample[self.filepath_key] img_data = _img_extract(file_path) sample[self.data_key] = numpy_to_bytes(img_data, file_type) logger.info(f"fileName: {file_name}, method: ImgExtract costs {(time.time() - start):6f} s") return sample def _img_extract(file_path): return cv2.imdecode(np.fromfile(file_path, dtype=np.uint8), -1)