


'''simple docstring'''



import os

from apache_beam.io.filesystems import FileSystems
from apache_beam.pipeline import Pipeline

from .logging import get_logger


_lowercase			:			Optional[int]	   =     2 << 20  # 2mb
_lowercase			:			Any	   =     get_logger(__name__)






class        UpperCamelCase__(   SCREAMING_SNAKE_CASE__       ):




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

										"""simple docstring"""




										UpperCAmelCase     				=	self._options.get_all_options().get('''runner'''      )
										return runner in [None, "DirectRunner", "PortableRunner"]







def       lowerCamelCase__      (       A   :			Optional[Any]      ,   A   :			List[Any]      ,   A   :			Any=False     ):




						'''simple docstring'''






						UpperCAmelCase     				=	FileSystems
						if fs.exists(_a     ):
												if force_upload:
																		logger.info(f"""Remote path already exist: {remote_file_path}. Overwriting it as force_upload=True."""     )
												else:
																		logger.info(f"""Remote path already exist: {remote_file_path}. Skipping it as force_upload=False."""     )
																		return
						with fs.create(_a     ) as remote_file:
												with open(_a      ,   '''rb'''     ) as local_file:
																		UpperCAmelCase     				=	local_file.read(_a     )
																		while chunk:
																								remote_file.write(_a     )
																								UpperCAmelCase     				=	local_file.read(_a     )




def       lowerCamelCase__      (       A   :			Optional[int]      ,   A   :			List[str]      ,   A   :			Any=False     ):




						'''simple docstring'''






						UpperCAmelCase     				=	FileSystems
						if os.path.exists(_a     ):
												if force_download:
																		logger.info(f"""Local path already exist: {remote_file_path}. Overwriting it as force_upload=True."""     )
												else:
																		logger.info(f"""Local path already exist: {remote_file_path}. Skipping it as force_upload=False."""     )
																		return
						with fs.open(_a     ) as remote_file:
												with open(_a      ,   '''wb'''     ) as local_file:
																		UpperCAmelCase     				=	remote_file.read(_a     )
																		while chunk:
																								local_file.write(_a     )
																								UpperCAmelCase     				=	remote_file.read(_a     )













import glob
import os

from get_test_info import get_tester_classes


if __name__ == "__main__":
							lowercase     :							List[Any]	     =			[]

							lowercase     :							Optional[int]	     =			os.path.join('''tests''', '''models''', '''**''', '''test_modeling_*.py''')
							lowercase     :							Optional[Any]	     =			glob.glob(pattern)
							# TODO: deal with TF/Flax too
							lowercase     :							Tuple	     =			[
							    x for x in test_files if not (x.startswith('''test_modeling_tf_''') or x.startswith('''test_modeling_flax_'''))
							]

							for test_file in test_files:
														lowercase     :							Union[str, Any]	     =			get_tester_classes(test_file)
														for tester_class in tester_classes:
																					# A few tester classes don't have `parent` parameter in `__init__`.
																					# TODO: deal this better
																					try:
																												lowercase     :							Union[str, Any]	     =			tester_class(parent=None)
																					except Exception:
																												continue
																					if hasattr(tester, '''get_config'''):
																												lowercase     :							Tuple	     =			tester.get_config()
																												for k, v in config.to_dict().items():
																																			if isinstance(v, int):
																																										lowercase     :							Tuple	     =			None
																																										if k in ["vocab_size"]:
																																																	lowercase     :							str	     =			1_00
																																										elif k in ["max_position_embeddings"]:
																																																	lowercase     :							List[str]	     =			1_28
																																										elif k in ["hidden_size", "d_model"]:
																																																	lowercase     :							Union[str, Any]	     =			40
																																										elif k == ["num_layers", "num_hidden_layers", "num_encoder_layers", "num_decoder_layers"]:
																																																	lowercase     :							List[str]	     =			5
																																										if target is not None and v > target:
																																																	failures.append(
																																																	    F"""{tester_class.__name__} will produce a `config` of type `{config.__class__.__name__}`"""
																																																	    F""" with config[\"{k}\"] = {v} which is too large for testing! Set its value to be smaller"""
																																																	    F""" than {target}."""
																																																	)

							if len(failures) > 0:
														raise Exception(F"""There were {len(failures)} failures:\n""" + '''\n'''.join(failures))
