


import time
from contextlib import contextmanager
from pathlib import Path

import pytest
import requests
from huggingface_hub.hf_api import HfApi, HfFolder


__snake_case     :   Any            =   '__DUMMY_TRANSFORMERS_USER__'
__snake_case     :   Tuple            =   'Dummy User'
__snake_case     :   Any            =   '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'

__snake_case     :   str            =   'https://hub-ci.huggingface.co'
__snake_case     :   Any            =   CI_HUB_ENDPOINT + '/datasets/{repo_id}/resolve/{revision}/{path}'
__snake_case     :   List[str]            =   CI_HUB_ENDPOINT + '/{repo_id}/resolve/{revision}/{filename}'
__snake_case     :   Any            =   Path("~/.huggingface/hub_ci_token").expanduser()






@pytest.fixture
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		Union[str, Any]	):





			"""simple docstring"""




			monkeypatch.setattr(
			    """huggingface_hub.file_download.HUGGINGFACE_CO_URL_TEMPLATE"""       ,  lowercase_	)






@pytest.fixture
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		Union[str, Any]	):





			"""simple docstring"""




			monkeypatch.setattr("""datasets.config.HF_ENDPOINT"""       ,  lowercase_	)
			monkeypatch.setattr("""datasets.config.HUB_DATASETS_URL"""       ,  lowercase_	)






@pytest.fixture
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		Dict	):





			"""simple docstring"""




			monkeypatch.setattr("""huggingface_hub.hf_api.HfFolder.path_token"""       ,  lowercase_	)






@pytest.fixture
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		Dict       ,  SCREAMING_SNAKE_CASE_   :		str	):





			"""simple docstring"""




			HfFolder.save_token(lowercase_	)
			yield
			HfFolder.delete_token()






@pytest.fixture(scope="""session"""	)
def 							_lowercase    (		):





			"""simple docstring"""




			return HfApi(endpoint=lowercase_	)






@pytest.fixture(scope="""session"""	)
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		HfApi	):





			"""simple docstring"""




			UpperCamelCase         =					HfFolder.get_token()
			HfFolder.save_token(lowercase_	)
			yield CI_HUB_USER_TOKEN
			if previous_token is not None:
						HfFolder.save_token(lowercase_	)






@pytest.fixture
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		Any	):





			"""simple docstring"""




			def _cleanup_repo(SCREAMING_SNAKE_CASE_   :		List[str]	):
						hf_api.delete_repo(lowercase_       ,  token=lowercase_       ,  repo_type="""dataset"""	)

			return _cleanup_repo






@pytest.fixture
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		str	):





			"""simple docstring"""




			@contextmanager
			def _temporary_repo(SCREAMING_SNAKE_CASE_   :		Tuple	):
						try:
									yield repo_id
						finally:
									cleanup_repo(lowercase_	)

			return _temporary_repo






@pytest.fixture(scope="""session"""	)
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		HfApi       ,  SCREAMING_SNAKE_CASE_   :		Optional[Any]       ,  SCREAMING_SNAKE_CASE_   :		List[str]	):





			"""simple docstring"""




			UpperCamelCase         =					f'repo_txt_data-{int(time.time() * 10e3	)}'
			UpperCamelCase         =					f'{CI_HUB_USER}/{repo_name}'
			hf_api.create_repo(lowercase_       ,  token=lowercase_       ,  repo_type="""dataset"""       ,  private=lowercase_	)
			hf_api.upload_file(
			    token=lowercase_       ,  path_or_fileobj=str(lowercase_	)       ,  path_in_repo="""data/text_data.txt"""       ,  repo_id=lowercase_       ,  repo_type="""dataset"""       ,  )
			yield repo_id
			try:
						hf_api.delete_repo(lowercase_       ,  token=lowercase_       ,  repo_type="""dataset"""	)
			except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
						pass






@pytest.fixture()
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		Union[str, Any]       ,  SCREAMING_SNAKE_CASE_   :		Union[str, Any]       ,  SCREAMING_SNAKE_CASE_   :		int	):





			"""simple docstring"""




			return hf_private_dataset_repo_txt_data_






@pytest.fixture(scope="""session"""	)
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		HfApi       ,  SCREAMING_SNAKE_CASE_   :		List[str]       ,  SCREAMING_SNAKE_CASE_   :		int	):





			"""simple docstring"""




			UpperCamelCase         =					f'repo_zipped_txt_data-{int(time.time() * 10e3	)}'
			UpperCamelCase         =					f'{CI_HUB_USER}/{repo_name}'
			hf_api.create_repo(lowercase_       ,  token=lowercase_       ,  repo_type="""dataset"""       ,  private=lowercase_	)
			hf_api.upload_file(
			    token=lowercase_       ,  path_or_fileobj=str(lowercase_	)       ,  path_in_repo="""data.zip"""       ,  repo_id=lowercase_       ,  repo_type="""dataset"""       ,  )
			yield repo_id
			try:
						hf_api.delete_repo(lowercase_       ,  token=lowercase_       ,  repo_type="""dataset"""	)
			except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
						pass






@pytest.fixture()
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		Optional[Any]       ,  SCREAMING_SNAKE_CASE_   :		List[Any]       ,  SCREAMING_SNAKE_CASE_   :		Dict	):





			"""simple docstring"""




			return hf_private_dataset_repo_zipped_txt_data_






@pytest.fixture(scope="""session"""	)
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		HfApi       ,  SCREAMING_SNAKE_CASE_   :		List[Any]       ,  SCREAMING_SNAKE_CASE_   :		List[str]	):





			"""simple docstring"""




			UpperCamelCase         =					f'repo_zipped_img_data-{int(time.time() * 10e3	)}'
			UpperCamelCase         =					f'{CI_HUB_USER}/{repo_name}'
			hf_api.create_repo(lowercase_       ,  token=lowercase_       ,  repo_type="""dataset"""       ,  private=lowercase_	)
			hf_api.upload_file(
			    token=lowercase_       ,  path_or_fileobj=str(lowercase_	)       ,  path_in_repo="""data.zip"""       ,  repo_id=lowercase_       ,  repo_type="""dataset"""       ,  )
			yield repo_id
			try:
						hf_api.delete_repo(lowercase_       ,  token=lowercase_       ,  repo_type="""dataset"""	)
			except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
						pass






@pytest.fixture()
def 							_lowercase    (		SCREAMING_SNAKE_CASE_   :		List[str]       ,  SCREAMING_SNAKE_CASE_   :		List[str]       ,  SCREAMING_SNAKE_CASE_   :		Any	):





			"""simple docstring"""




			return hf_private_dataset_repo_zipped_img_data_








from ...configuration_utils import PretrainedConfig
from ...utils import logging


__snake_case            =   logging.get_logger(__name__)

__snake_case            =   {
    "microsoft/markuplm-base": "https://huggingface.co/microsoft/markuplm-base/resolve/main/config.json",
    "microsoft/markuplm-large": "https://huggingface.co/microsoft/markuplm-large/resolve/main/config.json",
}




class    UpperCAmelCase					(       __snake_case    ):
			lowercase						= """markuplm"""




			def __init__(						self							:		Optional[Any]       ,       __magic_name__							:		List[Any]=3_0_5_2_2       ,       __magic_name__							:		int=7_6_8       ,       __magic_name__							:		List[Any]=1_2       ,       __magic_name__							:		List[Any]=1_2       ,       __magic_name__							:		str=3_0_7_2       ,       __magic_name__							:		Optional[int]="gelu"       ,       __magic_name__							:		Dict=0.1       ,       __magic_name__							:		Optional[int]=0.1       ,       __magic_name__							:		Any=5_1_2       ,       __magic_name__							:		List[str]=2       ,       __magic_name__							:		Dict=0.02       ,       __magic_name__							:		List[str]=1e-12       ,       __magic_name__							:		str=0       ,       __magic_name__							:		List[str]=0       ,       __magic_name__							:		Optional[Any]=2       ,       __magic_name__							:		Dict=2_5_6       ,       __magic_name__							:		Tuple=1_0_2_4       ,       __magic_name__							:		Any=2_1_6       ,       __magic_name__							:		str=1_0_0_1       ,       __magic_name__							:		Dict=3_2       ,       __magic_name__							:		Optional[int]=5_0       ,       __magic_name__							:		List[Any]="absolute"       ,       __magic_name__							:		Any=True       ,       __magic_name__							:		Optional[Any]=None       ,       **__magic_name__							:		List[str]       ,       ):







						"""simple docstring"""







						super().__init__(
						    pad_token_id=__magic_name__       ,       bos_token_id=__magic_name__       ,       eos_token_id=__magic_name__       ,       **__magic_name__       ,       )
						UpperCamelCase         =					vocab_size
						UpperCamelCase         =					hidden_size
						UpperCamelCase         =					num_hidden_layers
						UpperCamelCase         =					num_attention_heads
						UpperCamelCase         =					hidden_act
						UpperCamelCase         =					intermediate_size
						UpperCamelCase         =					hidden_dropout_prob
						UpperCamelCase         =					attention_probs_dropout_prob
						UpperCamelCase         =					max_position_embeddings
						UpperCamelCase         =					type_vocab_size
						UpperCamelCase         =					initializer_range
						UpperCamelCase         =					layer_norm_eps
						UpperCamelCase         =					position_embedding_type
						UpperCamelCase         =					use_cache
						UpperCamelCase         =					classifier_dropout
						# additional properties
						UpperCamelCase         =					max_depth
						UpperCamelCase         =					max_xpath_tag_unit_embeddings
						UpperCamelCase         =					max_xpath_subs_unit_embeddings
						UpperCamelCase         =					tag_pad_id
						UpperCamelCase         =					subs_pad_id
						UpperCamelCase         =					xpath_unit_hidden_size




