





import unittest

from transformers import AlbertTokenizer, AlbertTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


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

@require_sentencepiece
@require_tokenizers
class 							__SCREAMING_SNAKE_CASE       (  _a ,		unittest.TestCase							):
							snake_case  :   Tuple      =							AlbertTokenizer
							snake_case  :   str      =							AlbertTokenizerFast
							snake_case  :   Any      =							True
							snake_case  :   Dict      =							True
							snake_case  :   Tuple      =							True






							def 					_lowerCamelCase		(    self	):
														super().setUp()

														# We have a SentencePiece fixture for testing
														UpperCamelCase__					  =      AlbertTokenizer(__lowerCAmelCase	)
														tokenizer.save_pretrained(self.tmpdirname	)






							def 					_lowerCamelCase		(    self	,			__lowerCAmelCase	):
														UpperCamelCase__					  =      """this is a test"""
														UpperCamelCase__					  =      """this is a test"""
														return input_text, output_text






							def 					_lowerCamelCase		(    self	):
														UpperCamelCase__					  =      """<pad>"""
														UpperCamelCase__					  =      0

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






							def 					_lowerCamelCase		(    self	):
														UpperCamelCase__					  =      list(self.get_tokenizer().get_vocab().keys()	)

														self.assertEqual(vocab_keys[0]	,			"""<pad>"""	)
														self.assertEqual(vocab_keys[1]	,			"""<unk>"""	)
														self.assertEqual(vocab_keys[-1]	,			"""▁eloquent"""	)
														self.assertEqual(len(__lowerCAmelCase	)	,			30000	)






							def 					_lowerCamelCase		(    self	):
														self.assertEqual(self.get_tokenizer().vocab_size	,			30000	)






							def 					_lowerCamelCase		(    self	):
														if not self.test_rust_tokenizer:
																					return

														UpperCamelCase__					  =      self.get_tokenizer()
														UpperCamelCase__					  =      self.get_rust_tokenizer()

														UpperCamelCase__					  =      """I was born in 92000, and this is falsé."""

														UpperCamelCase__					  =      tokenizer.tokenize(__lowerCAmelCase	)
														UpperCamelCase__					  =      rust_tokenizer.tokenize(__lowerCAmelCase	)
														self.assertListEqual(__lowerCAmelCase	,			__lowerCAmelCase	)

														UpperCamelCase__					  =      tokenizer.encode(__lowerCAmelCase	,			add_special_tokens=__lowerCAmelCase	)
														UpperCamelCase__					  =      rust_tokenizer.encode(__lowerCAmelCase	,			add_special_tokens=__lowerCAmelCase	)
														self.assertListEqual(__lowerCAmelCase	,			__lowerCAmelCase	)

														UpperCamelCase__					  =      self.get_rust_tokenizer()
														UpperCamelCase__					  =      tokenizer.encode(__lowerCAmelCase	)
														UpperCamelCase__					  =      rust_tokenizer.encode(__lowerCAmelCase	)
														self.assertListEqual(__lowerCAmelCase	,			__lowerCAmelCase	)






							def 					_lowerCamelCase		(    self	):
														UpperCamelCase__					  =      AlbertTokenizer(__lowerCAmelCase	,			keep_accents=__lowerCAmelCase	)

														UpperCamelCase__					  =      tokenizer.tokenize("""This is a test"""	)
														self.assertListEqual(__lowerCAmelCase	,			["""▁this""", """▁is""", """▁a""", """▁test"""]	)

														self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowerCAmelCase	)	,			[48, 25, 21, 1289]	)

														UpperCamelCase__					  =      tokenizer.tokenize("""I was born in 92000, and this is falsé."""	)
														self.assertListEqual(
														    __lowerCAmelCase	,			["""▁i""", """▁was""", """▁born""", """▁in""", """▁9""", """2000""", """,""", """▁and""", """▁this""", """▁is""", """▁fal""", """s""", """é""", """."""]	)
														UpperCamelCase__					  =      tokenizer.convert_tokens_to_ids(__lowerCAmelCase	)
														self.assertListEqual(__lowerCAmelCase	,			[31, 23, 386, 19, 561, 3050, 15, 17, 48, 25, 8256, 18, 1, 9]	)

														UpperCamelCase__					  =      tokenizer.convert_ids_to_tokens(__lowerCAmelCase	)
														self.assertListEqual(
														    __lowerCAmelCase	,			["""▁i""", """▁was""", """▁born""", """▁in""", """▁9""", """2000""", """,""", """▁and""", """▁this""", """▁is""", """▁fal""", """s""", """<unk>""", """."""]	,			)






							def 					_lowerCamelCase		(    self	):
														UpperCamelCase__					  =      AlbertTokenizer(__lowerCAmelCase	)

														UpperCamelCase__					  =      tokenizer.encode("""sequence builders"""	)
														UpperCamelCase__					  =      tokenizer.encode("""multi-sequence build"""	)

														UpperCamelCase__					  =      tokenizer.build_inputs_with_special_tokens(__lowerCAmelCase	)
														UpperCamelCase__					  =      tokenizer.build_inputs_with_special_tokens(__lowerCAmelCase	,			__lowerCAmelCase	)

														assert encoded_sentence == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]
														assert encoded_pair == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [
														    tokenizer.sep_token_id
														]







							@slow
							def 					_lowerCamelCase		(    self	):
														# fmt: off
														UpperCamelCase__					  =      {"""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, 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, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], """input_ids""": [[2, 21970, 13, 5, 6092, 167, 28, 7103, 2153, 673, 8, 7028, 12051, 18, 17, 7103, 2153, 673, 8, 3515, 18684, 8, 4461, 6, 1927, 297, 8, 12060, 2607, 18, 13, 5, 4461, 15, 10538, 38, 8, 135, 15, 822, 58, 15, 993, 10363, 15, 1460, 8005, 4461, 15, 993, 255, 2328, 9, 9, 9, 6, 26, 1112, 816, 3260, 13, 5, 103, 2377, 6, 17, 1112, 816, 2782, 13, 5, 103, 10641, 6, 29, 84, 2512, 2430, 782, 18684, 2761, 19, 808, 2430, 2556, 17, 855, 1480, 9477, 4091, 128, 11712, 15, 7103, 2153, 673, 17, 24883, 9990, 9, 3], [2, 11502, 25, 1006, 20, 782, 8, 11809, 855, 1732, 19393, 18667, 37, 367, 21018, 69, 1854, 34, 11860, 19124, 27, 156, 225, 17, 193, 4141, 19, 65, 9124, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2, 14, 2231, 886, 2385, 17659, 84, 14, 16792, 1952, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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=__lowerCAmelCase	,			model_name="""albert-base-v2"""	,			revision="""6b6560eaf5ff2e250b00c50f380c5389a9c2d82e"""	,			)











# this script reports modified .py files under the desired list of top-level sub-dirs passed as a list of arguments, e.g.:
#   python ./utils/get_modified_files.py utils src tests examples
#
# it uses git to find the forking point and which files were modified - i.e. files not under git won't be considered
# since the output of this script is fed into Makefile commands it doesn't print a newline after the results

import re
import subprocess
import sys


UpperCamelCase__           =			subprocess.check_output("git merge-base main HEAD".split()).decode("utf-8")
UpperCamelCase__           =			subprocess.check_output(f"""git diff --name-only {fork_point_sha}""".split()).decode("utf-8").split()

UpperCamelCase__           =			"|".join(sys.argv[1:])
UpperCamelCase__           =			re.compile(rf"""^({joined_dirs}).*?\.py$""")

UpperCamelCase__           =			[x for x in modified_files if regex.match(x)]
print(" ".join(relevant_modified_files), end="")




