How to use the exifread.process_file function in ExifRead

def all_tags(path) -> {str: str}:
    """Method to return Exif tags"""
    file = open(path, "rb")
    tags = exifread.process_file(file, details=False)
    return tags

def is_rotated(fp):
    """Fast version of read_exif(fp).is_rotated, using an exif header subset."""
    exif = exifread.process_file(fp, stop_tag='Orientation', details=False)
    return EXIFInfo(exif).is_rotated

filename (str): Name of the file

    Returns:
        np array: Image 
        float: Rescale ratio

    """
    img = cv2.imread(file_name)
    if img.shape[2] == 4 :
        img = img[:,:,:3]
        
    if img.shape[2] == 1 :
            img = np.repeat(img, 3, axis = 2)

    ftest = open(file_name, 'rb')
    tags = exifread.process_file(ftest)
    
    try:
        if str(tags['Thumbnail Orientation']) == 'Rotated 90 CW':
            img = cv2.transpose(img)  
            img = cv2.flip(img, 1)
        elif str(tags['Thumbnail Orientation']) == 'Rotated 90 CCW':
            img = cv2.transpose(img)  
            img = cv2.flip(img, 0)
        elif str(tags['Thumbnail Orientation']) == 'Rotated 180':
            img = cv2.flip(img, -1)
    except:
        tags = tags

    ratio = 1.0
    if img.shape[0]*img.shape[1]>1024*768:
        ratio = (1024*768/float(img.shape[0]*img.shape[1]))**(0.5)

else: 
			print "\t-" + dc[0][0]
			print "\t-" + dc[0][1]

		for key, value in dc[0][2].items(): 
			if color_mode: 
				cprint("\t-" + key + ": ", "cyan", end="")
				cprint(str(value))
			else: 
				print "\t-" + key + ": " + str(value)

	# Print EXIF metadata
	if color_mode: print("\n\t-----EXIF METADATA-----", "cyan")
	else: "\n\t-----EXIF METADATA-----"

	tags = exifread.process_file(image)
	for tag in tags.keys():
	    if tag not in ('JPEGThumbnail', 'TIFFThumbnail', 'Filename', 'EXIF MakerNote'):
	    	if color_mode: 
	    		cprint("\t-" + str(tag) + ": ", "cyan", end="")
	    		cprint(str(tags[tag]))
	    	else: 
	    		print "\t-" + str(tag) + ": " + str(tags[tag])

def get_exif(filename):
    try:
        with open(filename, 'rb') as f:
            return exifread.process_file(f)
    except:
        return

def _extract_exif(self):
        ret = {}
        # ipdb.set_trace()
        i = PIL.Image.open(self.image_path)
        info = i._getexif()
        date_format = "%Y:%m:%d %H:%M:%S"
        if info:
            for tag, value in info.items():
                decoded = EXIFTAGS.get(tag, tag)
                ret[decoded] = value

            with open(self.image_path, 'rb') as fimg:
                exif = exifread.process_file(fimg, details=False)

                serializable = dict(
                    [key, value.printable] for key, value in exif.items())
                self.exif_json = serializable
                # ipdb.set_trace()
                if 'EXIF DateTimeOriginal' in exif.keys():
                    tst_str = exif['EXIF DateTimeOriginal'].values
                    try:
                        tst_dt = datetime.strptime(
                            tst_str, date_format).replace(tzinfo=pytz.utc)
                    except:
                        tst_dt = None
                    # ipdb.set_trace()
                    self.exif_timestamp = tst_dt
                else:
                    self.exif_timestamp = None

def __load(self, url):
        self.local_file = url
        self.loader.setVisible(False)
        self.pixmap = self.base.load_image(url, True)
        screen_size = self.base.get_screen_size()

        if (screen_size.width() - 10 < self.pixmap.width() or screen_size.height() - 10 < self.pixmap.height()):
            width = min(self.pixmap.width(), screen_size.width())
            height = min(self.pixmap.height(), screen_size.height())
            self.pixmap = self.pixmap.scaled(QSize(screen_size.width(), screen_size.height()), Qt.KeepAspectRatio, Qt.SmoothTransformation)
        self.setFixedSize(self.pixmap.width(), self.pixmap.height())

        if EXIF_SUPPORT:
            fd = open(url, 'rb')
            tags = exifread.process_file(fd)
            if tags != {}:
                data = {
                    'Camera': "%s %s" % (tags['Image Make'], tags['Image Model']),
                    'Software': '' if 'Image Software' not in tags else tags['Image Software'],
                    'Original Datetime': '' if 'EXIF DateTimeOriginal' not in tags else tags['EXIF DateTimeOriginal'],
                    'Dimensions': "%s x %s" % (tags['EXIF ExifImageWidth'], tags['EXIF ExifImageLength']),
                    'Copyright': '' if 'Image Copyright' not in tags else tags['Image Copyright'],
                    'Comment': '' if 'EXIF UserComment' not in tags else tags['EXIF UserComment']
                }
                exif_data = ''
                for key in ['Camera', 'Software', 'Original Datetime', 'Dimensions', 'Copyright', 'Comment']:
                    if exif_data != '':
                        exif_data += ' – '
                    exif_data += "%s: %s" % (key, data[key])
            else:
                exif_data = i18n.get('exif_data_not_available')

    @property
    def tags(self):

        if self._tags is None:
            #
            # Get the EXIF data
            #
            with open(self.path, 'rb') as f:
                self._tags = exifread.process_file(f)

        return self._tags