






import os
import unittest

from transformers import BatchEncoding
from transformers.models.bert.tokenization_bert import (
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.prophetnet.tokenization_prophetnet import VOCAB_FILES_NAMES, ProphetNetTokenizer
from transformers.testing_utils import require_torch, slow

from ...test_tokenization_common import TokenizerTesterMixin

class 		lowerCAmelCase     ( __a      ,       unittest.TestCase			):

					'''simple docstring'''

					_A						:			List[Any]									=      ProphetNetTokenizer
					_A						:			Optional[Any]									=      False



					def       lowerCAmelCase				(  self				:	Any							)			->  List[str]:


												"""simple docstring"""

												super().setUp()

												__lowercase      :							Any				=     [
												    """[UNK]""",
												    """[CLS]""",
												    """[SEP]""",
												    """[PAD]""",
												    """[MASK]""",
												    """want""",
												    """##want""",
												    """##ed""",
												    """wa""",
												    """un""",
												    """runn""",
												    """##ing""",
												    """,""",
												    """low""",
												    """lowest""",
												]
												__lowercase      :							int				=     os.path.join(self.tmpdirname		,     VOCAB_FILES_NAMES["""vocab_file"""]							)
												with open(self.vocab_file		,     """w"""		,     encoding="""utf-8"""							) as vocab_writer:
																			vocab_writer.write("""""".join([x + """\n""" for x in vocab_tokens]							)							)



					def       lowerCAmelCase				(  self				:	List[Any]		,     __a				:	Tuple							)			->  Tuple:


												"""simple docstring"""

												__lowercase      :							List[Any]				=     """UNwant\u00E9d,running"""
												__lowercase      :							List[str]				=     """unwanted, running"""
												return input_text, output_text



					def       lowerCAmelCase				(  self				:	int							)			->  int:


												"""simple docstring"""

												__lowercase      :							List[Any]				=     self.tokenizer_class(self.vocab_file							)

												__lowercase      :							Any				=     tokenizer.tokenize("""UNwant\u00E9d,running"""							)
												self.assertListEqual(__a		,     ["""un""", """##want""", """##ed""", """,""", """runn""", """##ing"""]							)
												self.assertListEqual(tokenizer.convert_tokens_to_ids(__a							)		,     [9, 6, 7, 12, 10, 11]							)



					def       lowerCAmelCase				(  self				:	Tuple							)			->  Tuple:


												"""simple docstring"""

												__lowercase      :							List[Any]				=     BasicTokenizer()

												self.assertListEqual(tokenizer.tokenize("""ah\u535A\u63A8zz"""							)		,     ["""ah""", """\u535A""", """\u63A8""", """zz"""]							)



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


												"""simple docstring"""

												__lowercase      :							Union[str, Any]				=     BasicTokenizer(do_lower_case=__a							)

												self.assertListEqual(
												    tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU?  """							)		,     ["""hello""", """!""", """how""", """are""", """you""", """?"""]							)
												self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""							)		,     ["""hello"""]							)



					def       lowerCAmelCase				(  self				:	List[str]							)			->  List[Any]:


												"""simple docstring"""

												__lowercase      :							Optional[Any]				=     BasicTokenizer(do_lower_case=__a		,     strip_accents=__a							)

												self.assertListEqual(
												    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """							)		,     ["""hällo""", """!""", """how""", """are""", """you""", """?"""]							)
												self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""							)		,     ["""h\u00E9llo"""]							)



					def       lowerCAmelCase				(  self				:	Optional[int]							)			->  Optional[Any]:


												"""simple docstring"""

												__lowercase      :							Dict				=     BasicTokenizer(do_lower_case=__a		,     strip_accents=__a							)

												self.assertListEqual(
												    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """							)		,     ["""hallo""", """!""", """how""", """are""", """you""", """?"""]							)
												self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""							)		,     ["""hello"""]							)



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


												"""simple docstring"""

												__lowercase      :							Tuple				=     BasicTokenizer(do_lower_case=__a							)

												self.assertListEqual(
												    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """							)		,     ["""hallo""", """!""", """how""", """are""", """you""", """?"""]							)
												self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""							)		,     ["""hello"""]							)



					def       lowerCAmelCase				(  self				:	Optional[Any]							)			->  List[Any]:


												"""simple docstring"""

												__lowercase      :							Tuple				=     BasicTokenizer(do_lower_case=__a							)

												self.assertListEqual(
												    tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU?  """							)		,     ["""HeLLo""", """!""", """how""", """Are""", """yoU""", """?"""]							)



					def       lowerCAmelCase				(  self				:	Optional[int]							)			->  Dict:


												"""simple docstring"""

												__lowercase      :							Union[str, Any]				=     BasicTokenizer(do_lower_case=__a		,     strip_accents=__a							)

												self.assertListEqual(
												    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """							)		,     ["""HäLLo""", """!""", """how""", """Are""", """yoU""", """?"""]							)



					def       lowerCAmelCase				(  self				:	List[Any]							)			->  str:


												"""simple docstring"""

												__lowercase      :							Dict				=     BasicTokenizer(do_lower_case=__a		,     strip_accents=__a							)

												self.assertListEqual(
												    tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """							)		,     ["""HaLLo""", """!""", """how""", """Are""", """yoU""", """?"""]							)



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


												"""simple docstring"""

												__lowercase      :							Any				=     BasicTokenizer(do_lower_case=__a		,     never_split=["""[UNK]"""]							)

												self.assertListEqual(
												    tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU? [UNK]"""							)		,     ["""HeLLo""", """!""", """how""", """Are""", """yoU""", """?""", """[UNK]"""]							)



					def       lowerCAmelCase				(  self				:	Optional[Any]							)			->  int:


												"""simple docstring"""

												__lowercase      :							Optional[Any]				=     ["""[UNK]""", """[CLS]""", """[SEP]""", """want""", """##want""", """##ed""", """wa""", """un""", """runn""", """##ing"""]

												__lowercase      :							Optional[Any]				=     {}
												for i, token in enumerate(__a							):
																			__lowercase      :							Any				=     i
												__lowercase      :							str				=     WordpieceTokenizer(vocab=__a		,     unk_token="""[UNK]"""							)

												self.assertListEqual(tokenizer.tokenize(""""""							)		,     []							)

												self.assertListEqual(tokenizer.tokenize("""unwanted running"""							)		,     ["""un""", """##want""", """##ed""", """runn""", """##ing"""]							)

												self.assertListEqual(tokenizer.tokenize("""unwantedX running"""							)		,     ["""[UNK]""", """runn""", """##ing"""]							)



					@require_torch
					def       lowerCAmelCase				(  self				:	List[Any]							)			->  Tuple:


												"""simple docstring"""

												__lowercase      :							str				=     self.tokenizer_class.from_pretrained("""microsoft/prophetnet-large-uncased"""							)

												__lowercase      :							int				=     ["""A long paragraph for summarization.""", """Another paragraph for summarization."""]
												__lowercase      :							List[str]				=     [1037, 2146, 20423, 2005, 7680, 7849, 3989, 1012, 102]
												__lowercase      :							str				=     tokenizer(__a		,     padding=__a		,     return_tensors="""pt"""							)
												self.assertIsInstance(__a		,     __a							)
												__lowercase      :							str				=     list(batch.input_ids.numpy()[0]							)
												self.assertListEqual(__a		,     __a							)

												self.assertEqual((2, 9)		,     batch.input_ids.shape							)
												self.assertEqual((2, 9)		,     batch.attention_mask.shape							)



					def       lowerCAmelCase				(  self				:	Tuple							)			->  Optional[Any]:


												"""simple docstring"""

												self.assertTrue(_is_whitespace(""" """							)							)
												self.assertTrue(_is_whitespace("""\t"""							)							)
												self.assertTrue(_is_whitespace("""\r"""							)							)
												self.assertTrue(_is_whitespace("""\n"""							)							)
												self.assertTrue(_is_whitespace("""\u00A0"""							)							)

												self.assertFalse(_is_whitespace("""A"""							)							)
												self.assertFalse(_is_whitespace("""-"""							)							)



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


												"""simple docstring"""

												self.assertTrue(_is_control("""\u0005"""							)							)

												self.assertFalse(_is_control("""A"""							)							)
												self.assertFalse(_is_control(""" """							)							)
												self.assertFalse(_is_control("""\t"""							)							)
												self.assertFalse(_is_control("""\r"""							)							)



					def       lowerCAmelCase				(  self				:	int							)			->  Dict:


												"""simple docstring"""

												self.assertTrue(_is_punctuation("""-"""							)							)
												self.assertTrue(_is_punctuation("""$"""							)							)
												self.assertTrue(_is_punctuation("""`"""							)							)
												self.assertTrue(_is_punctuation("""."""							)							)

												self.assertFalse(_is_punctuation("""A"""							)							)
												self.assertFalse(_is_punctuation(""" """							)							)



					@slow
					def       lowerCAmelCase				(  self				:	Optional[int]							)			->  List[str]:


												"""simple docstring"""

												__lowercase      :							str				=     self.tokenizer_class.from_pretrained("""microsoft/prophetnet-large-uncased"""							)

												__lowercase      :							List[Any]				=     tokenizer.encode("""sequence builders"""		,     add_special_tokens=__a							)
												__lowercase      :							int				=     tokenizer.encode("""multi-sequence build"""		,     add_special_tokens=__a							)

												__lowercase      :							Tuple				=     tokenizer.build_inputs_with_special_tokens(__a							)
												__lowercase      :							Dict				=     tokenizer.build_inputs_with_special_tokens(__a		,     __a							)

												assert encoded_sentence == text + [102]
												assert encoded_pair == text + [102] + text_a + [102]







import fire

from utils import calculate_rouge, save_json
def       snake_case_		(     lowerCAmelCase_       :						Any       ,       lowerCAmelCase_       :						str       ,       lowerCAmelCase_       :						str=None       ,       **lowerCAmelCase_       :						str      ):
							__lowercase      :							Tuple				=     [x.strip() for x in open(lowerCAmelCase_      ).readlines()]
							__lowercase      :							Dict				=     [x.strip() for x in open(lowerCAmelCase_      ).readlines()][: len(lowerCAmelCase_      )]
							__lowercase      :							Tuple				=     calculate_rouge(lowerCAmelCase_       ,       lowerCAmelCase_       ,       **lowerCAmelCase_      )
							if save_path is not None:
														save_json(lowerCAmelCase_       ,       lowerCAmelCase_       ,       indent=lowerCAmelCase_      )
							return metrics  # these print nicely


if __name__ == "__main__":
	fire.Fire(calculate_rouge_path)