import unittest

from transformers.image_processing_utils import get_size_dict






class 				_SCREAMING_SNAKE_CASE( unittest.TestCase						):
   def _lowercase(     self     )						->Optional[Any]:
        # Test a dict with the wrong keys raises an error
        a	:     Optional[Any]						      =    {'''wrong_key''': 2_24}
        with self.assertRaises(lowerCAmelCase_     ):
             get_size_dict(lowerCAmelCase_     )

        a	:     Tuple						      =    {'''height''': 2_24}
        with self.assertRaises(lowerCAmelCase_     ):
             get_size_dict(lowerCAmelCase_     )

        a	:     Dict						      =    {'''width''': 2_24, '''shortest_edge''': 2_24}
        with self.assertRaises(lowerCAmelCase_     ):
             get_size_dict(lowerCAmelCase_     )

        # Test a dict with the correct keys is returned as is
        a	:     Optional[int]						      =    {'''height''': 2_24, '''width''': 2_24}
        a	:     int						      =    get_size_dict(lowerCAmelCase_     )
        self.assertEqual(lowerCAmelCase_				,  lowerCAmelCase_     )

        a	:     Any						      =    {'''shortest_edge''': 2_24}
        a	:     str						      =    get_size_dict(lowerCAmelCase_     )
        self.assertEqual(lowerCAmelCase_				,  {'''shortest_edge''': 2_24}     )

        a	:     Optional[int]						      =    {'''longest_edge''': 2_24, '''shortest_edge''': 2_24}
        a	:     List[Any]						      =    get_size_dict(lowerCAmelCase_     )
        self.assertEqual(lowerCAmelCase_				,  {'''longest_edge''': 2_24, '''shortest_edge''': 2_24}     )

        # Test a single int value which  represents (size, size)
        a	:     str						      =    get_size_dict(2_24     )
        self.assertEqual(lowerCAmelCase_				,  {'''height''': 2_24, '''width''': 2_24}     )

        # Test a single int value which represents the shortest edge
        a	:     List[Any]						      =    get_size_dict(2_24				,  default_to_square=lowerCAmelCase_     )
        self.assertEqual(lowerCAmelCase_				,  {'''shortest_edge''': 2_24}     )

        # Test a tuple of ints which represents (height, width)
        a	:     Optional[int]						      =    get_size_dict((1_50, 2_00)     )
        self.assertEqual(lowerCAmelCase_				,  {'''height''': 1_50, '''width''': 2_00}     )

        # Test a tuple of ints which represents (width, height)
        a	:     str						      =    get_size_dict((1_50, 2_00)				,  height_width_order=lowerCAmelCase_     )
        self.assertEqual(lowerCAmelCase_				,  {'''height''': 2_00, '''width''': 1_50}     )

        # Test an int representing the shortest edge and max_size which represents the longest edge
        a	:     List[str]						      =    get_size_dict(2_24				,  max_size=2_56				,  default_to_square=lowerCAmelCase_     )
        self.assertEqual(lowerCAmelCase_				,  {'''shortest_edge''': 2_24, '''longest_edge''': 2_56}     )

        # Test int with default_to_square=True and max_size fails
        with self.assertRaises(lowerCAmelCase_     ):
             get_size_dict(2_24				,  max_size=2_56				,  default_to_square=lowerCAmelCase_     )
from typing import List

import datasets
from datasets.tasks import ImageClassification

from ..folder_based_builder import folder_based_builder


UpperCAmelCase				 =   datasets.utils.logging.get_logger(__name__)






class 				_SCREAMING_SNAKE_CASE( folder_based_builder.FolderBasedBuilderConfig						):
   UpperCamelCase_					:    bool			      = None
   UpperCamelCase_					:    bool			      = None






class 				_SCREAMING_SNAKE_CASE( folder_based_builder.FolderBasedBuilder						):
   UpperCamelCase_					:    List[str]			      = datasets.Image()
   UpperCamelCase_					:    Any			      = 'image'
   UpperCamelCase_					:    str			      = ImageFolderConfig
   UpperCamelCase_					:    List[str]  # definition at the bottom of the script
   UpperCamelCase_					:    Union[str, Any]			      = ImageClassification(image_column='image'							,   label_column='label'						)

UpperCAmelCase				 =   [
    """.blp""",
    """.bmp""",
    """.dib""",
    """.bufr""",
    """.cur""",
    """.pcx""",
    """.dcx""",
    """.dds""",
    """.ps""",
    """.eps""",
    """.fit""",
    """.fits""",
    """.fli""",
    """.flc""",
    """.ftc""",
    """.ftu""",
    """.gbr""",
    """.gif""",
    """.grib""",
    """.h5""",
    """.hdf""",
    """.png""",
    """.apng""",
    """.jp2""",
    """.j2k""",
    """.jpc""",
    """.jpf""",
    """.jpx""",
    """.j2c""",
    """.icns""",
    """.ico""",
    """.im""",
    """.iim""",
    """.tif""",
    """.tiff""",
    """.jfif""",
    """.jpe""",
    """.jpg""",
    """.jpeg""",
    """.mpg""",
    """.mpeg""",
    """.msp""",
    """.pcd""",
    """.pxr""",
    """.pbm""",
    """.pgm""",
    """.ppm""",
    """.pnm""",
    """.psd""",
    """.bw""",
    """.rgb""",
    """.rgba""",
    """.sgi""",
    """.ras""",
    """.tga""",
    """.icb""",
    """.vda""",
    """.vst""",
    """.webp""",
    """.wmf""",
    """.emf""",
    """.xbm""",
    """.xpm""",
]
UpperCAmelCase				 =   IMAGE_EXTENSIONS