
import unittest

from transformers import DebertaVaTokenizer, DebertaVaTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


lowerCamelCase__							=     get_tests_dir("""fixtures/spiece.model""")




@require_sentencepiece
@require_tokenizers
class 			snake_case__   (							lowercase__	,    unittest.TestCase):

       '''simple docstring'''
       lowerCamelCase							:				List[str] 				= DebertaVaTokenizer
       lowerCamelCase							:				Dict 				= DebertaVaTokenizerFast
       lowerCamelCase							:				Dict 				= True
       lowerCamelCase							:				Union[str, Any] 				= True



       def 					__lowercase						(							self    ) ->      Union[str, Any]:






            '''simple docstring'''





            super().setUp()

            # We have a SentencePiece fixture for testing
            __snake_case			:Optional[int]          =						DebertaVaTokenizer(__lowercase			,						unk_token="""<unk>"""    )
            tokenizer.save_pretrained(self.tmpdirname    )



       def 					__lowercase						(							self			,						a__    ) ->      List[Any]:






            '''simple docstring'''





            __snake_case			:Union[str, Any]          =						"""this is a test"""
            __snake_case			:Any          =						"""this is a test"""
            return input_text, output_text



       def 					__lowercase						(							self    ) ->      Any:






            '''simple docstring'''





            __snake_case			:int          =						"""<pad>"""
            __snake_case			:str          =						0

            self.assertEqual(self.get_tokenizer()._convert_token_to_id(__lowercase    )			,						__lowercase    )
            self.assertEqual(self.get_tokenizer()._convert_id_to_token(__lowercase    )			,						__lowercase    )



       def 					__lowercase						(							self    ) ->      List[str]:






            '''simple docstring'''





            __snake_case			:int          =						list(self.get_tokenizer().get_vocab().keys()    )
            self.assertEqual(vocab_keys[0]			,						"""<pad>"""    )
            self.assertEqual(vocab_keys[1]			,						"""<unk>"""    )
            self.assertEqual(vocab_keys[-1]			,						"""[PAD]"""    )
            self.assertEqual(len(__lowercase    )			,						3_00_01    )



       def 					__lowercase						(							self    ) ->      Any:






            '''simple docstring'''





            self.assertEqual(self.get_tokenizer().vocab_size			,						3_00_00    )



       def 					__lowercase						(							self    ) ->      Tuple:






            '''simple docstring'''





            __snake_case			:str          =						""" \tHeLLo!how  \n Are yoU?  """
            __snake_case			:int          =						["""▁hello""", """!""", """how""", """▁are""", """▁you""", """?"""]
            # fmt: on

            __snake_case			:List[str]          =						DebertaVaTokenizer(__lowercase			,						do_lower_case=__lowercase    )
            __snake_case			:Optional[int]          =						tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:List[str]          =						DebertaVaTokenizerFast(__lowercase			,						do_lower_case=__lowercase    )
            __snake_case			:Tuple          =						rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )



       @unittest.skip("""There is an inconsistency between slow and fast tokenizer due to a bug in the fast one."""    )
       def 					__lowercase						(							self    ) ->      str:






            '''simple docstring'''





            pass



       @unittest.skip("""There is an inconsistency between slow and fast tokenizer due to a bug in the fast one."""    )
       def 					__lowercase						(							self    ) ->      Dict:






            '''simple docstring'''





            pass



       def 					__lowercase						(							self    ) ->      Tuple:






            '''simple docstring'''





            __snake_case			:Optional[Any]          =						"""I was born in 92000, and this is falsé."""
            __snake_case			:List[Any]          =						["""▁""", """<unk>""", """▁was""", """▁born""", """▁in""", """▁9""", """2000""", """▁""", """,""", """▁and""", """▁this""", """▁is""", """▁fal""", """s""", """<unk>""", """▁""", """.""", ]
            # fmt: on

            __snake_case			:Any          =						DebertaVaTokenizer(__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:int          =						tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:List[str]          =						DebertaVaTokenizerFast(__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:int          =						rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )



       def 					__lowercase						(							self    ) ->      List[Any]:






            '''simple docstring'''





            __snake_case			:Tuple          =						"""I was born in 92000, and this is falsé."""
            __snake_case			:Optional[int]          =						["""▁i""", """▁was""", """▁born""", """▁in""", """▁9""", """2000""", """▁""", """,""", """▁and""", """▁this""", """▁is""", """▁fal""", """s""", """<unk>""", """▁""", """.""", ]
            # fmt: on

            __snake_case			:Any          =						DebertaVaTokenizer(__lowercase			,						do_lower_case=__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:Tuple          =						tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )
            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:Union[str, Any]          =						DebertaVaTokenizerFast(__lowercase			,						do_lower_case=__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:str          =						rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )
            self.assertListEqual(__lowercase			,						__lowercase    )



       def 					__lowercase						(							self    ) ->      List[Any]:






            '''simple docstring'''





            __snake_case			:Dict          =						"""I was born in 92000, and this is falsé."""
            __snake_case			:int          =						["""▁i""", """▁was""", """▁born""", """▁in""", """▁9""", """2000""", """,""", """▁and""", """▁this""", """▁is""", """▁fal""", """s""", """<unk>""", """.""", ]
            # fmt: on

            __snake_case			:Optional[int]          =						DebertaVaTokenizer(__lowercase			,						do_lower_case=__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:Tuple          =						tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:List[str]          =						DebertaVaTokenizerFast(__lowercase			,						do_lower_case=__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:Optional[int]          =						rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )



       def 					__lowercase						(							self    ) ->      Dict:






            '''simple docstring'''





            __snake_case			:Any          =						"""I was born in 92000, and this is falsé."""
            __snake_case			:List[str]          =						["""▁""", """<unk>""", """▁was""", """▁born""", """▁in""", """▁9""", """2000""", """▁""", """,""", """▁and""", """▁this""", """▁is""", """▁fal""", """s""", """<unk>""", """▁""", """.""", ]
            # fmt: on

            __snake_case			:Optional[int]          =						DebertaVaTokenizer(__lowercase			,						do_lower_case=__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:Any          =						tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:int          =						DebertaVaTokenizerFast(__lowercase			,						do_lower_case=__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:Optional[Any]          =						rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )



       def 					__lowercase						(							self    ) ->      Union[str, Any]:






            '''simple docstring'''





            __snake_case			:Dict          =						""" \tHeLLo!how  \n Are yoU?  """
            __snake_case			:Dict          =						["""▁""", """<unk>""", """e""", """<unk>""", """o""", """!""", """how""", """▁""", """<unk>""", """re""", """▁yo""", """<unk>""", """?"""]
            # fmt: on

            __snake_case			:int          =						DebertaVaTokenizer(__lowercase			,						do_lower_case=__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:int          =						tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:Optional[int]          =						DebertaVaTokenizerFast(__lowercase			,						do_lower_case=__lowercase			,						split_by_punct=__lowercase    )
            __snake_case			:str          =						rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )

            self.assertListEqual(__lowercase			,						__lowercase    )



       def 					__lowercase						(							self    ) ->      int:






            '''simple docstring'''





            __snake_case			:Union[str, Any]          =						self.get_tokenizer()
            __snake_case			:List[Any]          =						self.get_rust_tokenizer()

            __snake_case			:Union[str, Any]          =						"""I was born in 92000, and this is falsé."""

            __snake_case			:Dict          =						tokenizer.convert_ids_to_tokens(tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )
            __snake_case			:List[str]          =						rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )    )
            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:List[Any]          =						tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )
            __snake_case			:Optional[Any]          =						rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:List[str]          =						self.get_rust_tokenizer()
            __snake_case			:Any          =						tokenizer.encode(__lowercase    )
            __snake_case			:Optional[Any]          =						rust_tokenizer.encode(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )



       def 					__lowercase						(							self    ) ->      Union[str, Any]:






            '''simple docstring'''





            __snake_case			:List[Any]          =						"""This is a test"""
            __snake_case			:List[Any]          =						[13, 1, 43_98, 25, 21, 12_89]
            __snake_case			:Optional[Any]          =						["""▁""", """T""", """his""", """▁is""", """▁a""", """▁test"""]
            __snake_case			:Optional[int]          =						["""▁""", """<unk>""", """his""", """▁is""", """▁a""", """▁test"""]

            __snake_case			:int          =						DebertaVaTokenizer(__lowercase			,						keep_accents=__lowercase    )
            __snake_case			:Union[str, Any]          =						DebertaVaTokenizerFast(__lowercase			,						keep_accents=__lowercase    )

            __snake_case			:str          =						tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )
            __snake_case			:Dict          =						tokenizer.tokenize(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )
            __snake_case			:Optional[int]          =						tokenizer.convert_ids_to_tokens(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:Union[str, Any]          =						rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )
            __snake_case			:List[Any]          =						rust_tokenizer.tokenize(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )
            __snake_case			:int          =						rust_tokenizer.convert_ids_to_tokens(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )

            # fmt: off
            __snake_case			:List[Any]          =						"""I was born in 92000, and this is falsé."""
            __snake_case			:List[str]          =						[13, 1, 23, 3_86, 19, 5_61, 30_50, 15, 17, 48, 25, 82_56, 18, 1, 9]
            __snake_case			:str          =						["""▁""", """I""", """▁was""", """▁born""", """▁in""", """▁9""", """2000""", """,""", """▁and""", """▁this""", """▁is""", """▁fal""", """s""", """é""", """.""", ]
            __snake_case			:List[Any]          =						["""▁""", """<unk>""", """▁was""", """▁born""", """▁in""", """▁9""", """2000""", """,""", """▁and""", """▁this""", """▁is""", """▁fal""", """s""", """<unk>""", """.""", ]
            # fmt: on

            __snake_case			:int          =						tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )
            __snake_case			:List[Any]          =						tokenizer.tokenize(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )
            __snake_case			:List[str]          =						tokenizer.convert_ids_to_tokens(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )

            __snake_case			:int          =						rust_tokenizer.encode(__lowercase			,						add_special_tokens=__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )
            __snake_case			:List[Any]          =						rust_tokenizer.tokenize(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )
            __snake_case			:Union[str, Any]          =						rust_tokenizer.convert_ids_to_tokens(__lowercase    )
            self.assertListEqual(__lowercase			,						__lowercase    )



       def 					__lowercase						(							self    ) ->      Tuple:






            '''simple docstring'''





            __snake_case			:str          =						DebertaVaTokenizer(__lowercase    )

            __snake_case			:Optional[Any]          =						tokenizer.encode("""sequence builders"""    )
            __snake_case			:Optional[int]          =						tokenizer.encode("""multi-sequence build"""    )

            __snake_case			:Optional[Any]          =						tokenizer.build_inputs_with_special_tokens(__lowercase    )
            __snake_case			:Union[str, Any]          =						tokenizer.build_inputs_with_special_tokens(__lowercase			,						__lowercase    )

            self.assertEqual([tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]			,						__lowercase    )
            self.assertEqual(
                [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [tokenizer.sep_token_id]			,						__lowercase			,						)



       @slow
       def 					__lowercase						(							self    ) ->      str:






            '''simple docstring'''





            __snake_case			:Optional[Any]          =						{"""input_ids""": [[1, 3_98_67, 36, 1_93_90, 4_86, 27, 3_50_52, 8_14_36, 18, 6_06_85, 12_25, 7, 3_50_52, 8_14_36, 18, 93_67, 1_68_99, 18, 1_59_37, 53, 5_94, 7_73, 18, 1_62_87, 3_04_65, 36, 1_59_37, 6, 4_11_39, 38, 3_69_79, 6_07_63, 1_91, 6, 3_41_32, 99, 6, 5_05_38, 3_90, 4_32_30, 6, 3_41_32, 27_79, 2_08_50, 14, 6_99, 10_72, 11_94, 36, 3_82, 1_09_01, 53, 7, 6_99, 10_72, 20_84, 36, 2_04_22, 6_30, 53, 19, 1_05, 30_49, 18_96, 10_53, 1_68_99, 15_06, 11, 3_79_78, 42_43, 7, 12_37, 3_18_69, 2_00, 1_65_66, 6_54, 6, 3_50_52, 8_14_36, 7, 5_56_30, 1_35_93, 4, 2], [1, 26, 1_50_11, 13, 6_67, 8, 10_53, 18, 2_36_11, 12_37, 7_23_56, 1_28_20, 34, 10_41_34, 12_09, 35, 1_33_13, 66_27, 21, 2_02, 3_47, 7, 1_64, 23_99, 11, 46, 44_85, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 5, 12_32, 28_64, 1_57_85, 1_49_51, 1_05, 5, 85_81, 12_50, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], """token_type_ids""": [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], """attention_mask""": [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
            # fmt: on

            self.tokenizer_integration_test_util(
                expected_encoding=__lowercase			,						model_name="""microsoft/deberta-v2-xlarge"""			,						revision="""ad6e42c1532ddf3a15c39246b63f5559d558b670"""			,						)










import glob
import os
import random
from string import ascii_lowercase, digits

import cva
lowerCamelCase__							=     """"""
lowerCamelCase__							=     """"""
lowerCamelCase__							=     """"""
lowerCamelCase__							=     1  # (0 is vertical, 1 is horizontal)






def   UpperCamelCase  (       ):




     '''simple docstring'''






     __snake_case       , __snake_case			:List[Any]          =						get_dataset(snake_case__	,snake_case__  )
     print("""Processing..."""  )
     __snake_case       , __snake_case       , __snake_case			:Tuple          =						update_image_and_anno(snake_case__	,snake_case__	,snake_case__  )

     for index, image in enumerate(snake_case__  ):
          # Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
          __snake_case			:str          =						random_chars(32  )
          __snake_case			:Optional[Any]          =						paths[index].split(os.sep  )[-1].rsplit("""."""	,1  )[0]
          __snake_case			:List[str]          =						f'''{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'''
          cva.imwrite(f'''/{file_root}.jpg'''	,snake_case__	,[cva.IMWRITE_JPEG_QUALITY, 85]  )
          print(f'''Success {index+1}/{len(snake_case__  )} with {file_name}'''  )
          __snake_case			:Optional[int]          =						[]
          for anno in new_annos[index]:
               __snake_case			:str          =						f'''{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}'''
               annos_list.append(snake_case__  )
          with open(f'''/{file_root}.txt'''	,"""w"""  ) as outfile:
               outfile.write("""\n""".join(line for line in annos_list  )  )






def   UpperCamelCase  (       snake_case__     :   str	,snake_case__     :   str  ):




     '''simple docstring'''






     __snake_case			:List[str]          =						[]
     __snake_case			:Dict          =						[]
     for label_file in glob.glob(os.path.join(snake_case__	,"""*.txt"""  )  ):
          __snake_case			:Tuple          =						label_file.split(os.sep  )[-1].rsplit("""."""	,1  )[0]
          with open(snake_case__  ) as in_file:
               __snake_case			:Optional[int]          =						in_file.readlines()
          __snake_case			:Any          =						os.path.join(snake_case__	,f'''{label_name}.jpg'''  )

          __snake_case			:List[str]          =						[]
          for obj_list in obj_lists:
               __snake_case			:int          =						obj_list.rstrip("""\n"""  ).split(""" """  )
               boxes.append(
                   [
                       int(obj[0]  ),
                       float(obj[1]  ),
                       float(obj[2]  ),
                       float(obj[3]  ),
                       float(obj[4]  ),
                   ]  )
          if not boxes:
               continue
          img_paths.append(snake_case__  )
          labels.append(snake_case__  )
     return img_paths, labels






def   UpperCamelCase  (       snake_case__     :   list	,snake_case__     :   list	,snake_case__     :   int = 1  ):




     '''simple docstring'''






     __snake_case			:Dict          =						[]
     __snake_case			:Any          =						[]
     __snake_case			:int          =						[]
     for idx in range(len(snake_case__  )  ):
          __snake_case			:Optional[int]          =						[]
          __snake_case			:List[str]          =						img_list[idx]
          path_list.append(snake_case__  )
          __snake_case			:Union[str, Any]          =						anno_list[idx]
          __snake_case			:List[Any]          =						cva.imread(snake_case__  )
          if flip_type == 1:
               __snake_case			:Optional[Any]          =						cva.flip(snake_case__	,snake_case__  )
               for bbox in img_annos:
                    __snake_case			:Union[str, Any]          =						1 - bbox[1]
                    new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]  )
          elif flip_type == 0:
               __snake_case			:Union[str, Any]          =						cva.flip(snake_case__	,snake_case__  )
               for bbox in img_annos:
                    __snake_case			:Optional[Any]          =						1 - bbox[2]
                    new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]  )
          new_annos_lists.append(snake_case__  )
          new_imgs_list.append(snake_case__  )
     return new_imgs_list, new_annos_lists, path_list






def   UpperCamelCase  (       snake_case__     :   int = 32  ):




     '''simple docstring'''






     assert number_char > 1, "The number of character should greater than 1"
     __snake_case			:Optional[Any]          =						ascii_lowercase + digits
     return "".join(random.choice(snake_case__  ) for _ in range(snake_case__  )  )


if __name__ == "__main__":
     main()
     print("""DONE ✅""")


