





'''simple docstring'''






import json
import os
import re
import unicodedata
from typing import Dict, List, Optional, Tuple

from ...tokenization_utils import PreTrainedTokenizer
from ...utils import logging


snake_case_					  =	logging.get_logger(__name__)

snake_case_					  =	{
    "src_vocab_file": "vocab-src.json",
    "tgt_vocab_file": "vocab-tgt.json",
    "merges_file": "merges.txt",
}

snake_case_					  =	{
    "src_vocab_file": {
        "stas/tiny-wmt19-en-de": "https://huggingface.co/stas/tiny-wmt19-en-de/resolve/main/vocab-src.json"
    },
    "tgt_vocab_file": {
        "stas/tiny-wmt19-en-de": "https://huggingface.co/stas/tiny-wmt19-en-de/resolve/main/vocab-tgt.json"
    },
    "merges_file": {"stas/tiny-wmt19-en-de": "https://huggingface.co/stas/tiny-wmt19-en-de/resolve/main/merges.txt"},
}

snake_case_					  =	{"stas/tiny-wmt19-en-de": 1_0_2_4}
snake_case_					  =	{
    "stas/tiny-wmt19-en-de": {
        "langs": ["en", "de"],
        "model_max_length": 1_0_2_4,
        "special_tokens_map_file": None,
        "full_tokenizer_file": None,
    }
}


def  __lowerCamelCase      (				SCREAMING_SNAKE_CASE_					:     Union[str, Any]   )							->       Any:
      """simple docstring"""

      SCREAMING_SNAKE_CASE_				:      Any					=	set()
      SCREAMING_SNAKE_CASE_				:      int					=	word[0]
      for char in word[1:]:
            pairs.add((prev_char, char)   )
            SCREAMING_SNAKE_CASE_				:      Any					=	char
      return pairs


def  __lowerCamelCase      (				SCREAMING_SNAKE_CASE_					:     Union[str, Any]   )							->       int:
      """simple docstring"""

      SCREAMING_SNAKE_CASE_				:      List[str]					=	text.replace("，"  ,  ","   )
      SCREAMING_SNAKE_CASE_				:      Optional[int]					=	re.sub(R"。\s*"  ,  ". "  ,  SCREAMING_SNAKE_CASE_   )
      SCREAMING_SNAKE_CASE_				:      int					=	text.replace("、"  ,  ","   )
      SCREAMING_SNAKE_CASE_				:      Any					=	text.replace("”"  ,  "\""   )
      SCREAMING_SNAKE_CASE_				:      List[str]					=	text.replace("“"  ,  "\""   )
      SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	text.replace("∶"  ,  ":"   )
      SCREAMING_SNAKE_CASE_				:      int					=	text.replace("："  ,  ":"   )
      SCREAMING_SNAKE_CASE_				:      List[str]					=	text.replace("？"  ,  "?"   )
      SCREAMING_SNAKE_CASE_				:      Optional[int]					=	text.replace("《"  ,  "\""   )
      SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	text.replace("》"  ,  "\""   )
      SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	text.replace("）"  ,  ")"   )
      SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	text.replace("！"  ,  "!"   )
      SCREAMING_SNAKE_CASE_				:      int					=	text.replace("（"  ,  "("   )
      SCREAMING_SNAKE_CASE_				:      List[Any]					=	text.replace("；"  ,  ";"   )
      SCREAMING_SNAKE_CASE_				:      int					=	text.replace("１"  ,  "1"   )
      SCREAMING_SNAKE_CASE_				:      Dict					=	text.replace("」"  ,  "\""   )
      SCREAMING_SNAKE_CASE_				:      List[str]					=	text.replace("「"  ,  "\""   )
      SCREAMING_SNAKE_CASE_				:      Tuple					=	text.replace("０"  ,  "0"   )
      SCREAMING_SNAKE_CASE_				:      Tuple					=	text.replace("３"  ,  "3"   )
      SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	text.replace("２"  ,  "2"   )
      SCREAMING_SNAKE_CASE_				:      Tuple					=	text.replace("５"  ,  "5"   )
      SCREAMING_SNAKE_CASE_				:      str					=	text.replace("６"  ,  "6"   )
      SCREAMING_SNAKE_CASE_				:      Optional[int]					=	text.replace("９"  ,  "9"   )
      SCREAMING_SNAKE_CASE_				:      Tuple					=	text.replace("７"  ,  "7"   )
      SCREAMING_SNAKE_CASE_				:      str					=	text.replace("８"  ,  "8"   )
      SCREAMING_SNAKE_CASE_				:      int					=	text.replace("４"  ,  "4"   )
      SCREAMING_SNAKE_CASE_				:      Dict					=	re.sub(R"．\s*"  ,  ". "  ,  SCREAMING_SNAKE_CASE_   )
      SCREAMING_SNAKE_CASE_				:      int					=	text.replace("～"  ,  "~"   )
      SCREAMING_SNAKE_CASE_				:      List[str]					=	text.replace("’"  ,  "\'"   )
      SCREAMING_SNAKE_CASE_				:      Any					=	text.replace("…"  ,  "..."   )
      SCREAMING_SNAKE_CASE_				:      Dict					=	text.replace("━"  ,  "-"   )
      SCREAMING_SNAKE_CASE_				:      int					=	text.replace("〈"  ,  "<"   )
      SCREAMING_SNAKE_CASE_				:      List[str]					=	text.replace("〉"  ,  ">"   )
      SCREAMING_SNAKE_CASE_				:      Tuple					=	text.replace("【"  ,  "["   )
      SCREAMING_SNAKE_CASE_				:      Any					=	text.replace("】"  ,  "]"   )
      SCREAMING_SNAKE_CASE_				:      List[str]					=	text.replace("％"  ,  "%"   )
      return text


def  __lowerCamelCase      (				SCREAMING_SNAKE_CASE_					:     List[str]   )							->       Optional[Any]:
      """simple docstring"""

      SCREAMING_SNAKE_CASE_				:      str					=	[]
      for char in text:
            SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	unicodedata.category(SCREAMING_SNAKE_CASE_   )
            if cat.startswith("C"   ):
                  continue
            output.append(SCREAMING_SNAKE_CASE_   )
      return "".join(SCREAMING_SNAKE_CASE_   )





class      SCREAMING_SNAKE_CASE__      (    SCREAMING_SNAKE_CASE_				):
    _A         =							VOCAB_FILES_NAMES
    _A         =							PRETRAINED_VOCAB_FILES_MAP
    _A         =							PRETRAINED_INIT_CONFIGURATION
    _A         =							PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
    _A         =							["input_ids", "attention_mask"]




    def __init__( self    ,					lowercase__=None    ,					lowercase__=None    ,					lowercase__=None    ,					lowercase__=None    ,					lowercase__=False    ,					lowercase__="<unk>"    ,					lowercase__="<s>"    ,					lowercase__="</s>"    ,					lowercase__="<pad>"    ,					**lowercase__    ,					):






          """simple docstring"""






          super().__init__(
              langs=SCREAMING_SNAKE_CASE_    ,					src_vocab_file=SCREAMING_SNAKE_CASE_    ,					tgt_vocab_file=SCREAMING_SNAKE_CASE_    ,					merges_file=SCREAMING_SNAKE_CASE_    ,					do_lower_case=SCREAMING_SNAKE_CASE_    ,					unk_token=SCREAMING_SNAKE_CASE_    ,					bos_token=SCREAMING_SNAKE_CASE_    ,					sep_token=SCREAMING_SNAKE_CASE_    ,					pad_token=SCREAMING_SNAKE_CASE_    ,					**SCREAMING_SNAKE_CASE_    ,					)

          try:
                import sacremoses
          except ImportError:
                raise ImportError(
                    "You need to install sacremoses to use XLMTokenizer. "
                    "See https://pypi.org/project/sacremoses/ for installation."      )

          SCREAMING_SNAKE_CASE_				:      Tuple					=	sacremoses

          SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	src_vocab_file
          SCREAMING_SNAKE_CASE_				:      Dict					=	tgt_vocab_file
          SCREAMING_SNAKE_CASE_				:      List[str]					=	merges_file
          SCREAMING_SNAKE_CASE_				:      List[str]					=	do_lower_case

          # cache of sm.MosesPunctNormalizer instance
          SCREAMING_SNAKE_CASE_				:      Optional[int]					=	{}
          # cache of sm.MosesTokenizer instance
          SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	{}
          SCREAMING_SNAKE_CASE_				:      Any					=	{}

          if langs and len(SCREAMING_SNAKE_CASE_      ) == 2:
                SCREAMING_SNAKE_CASE_,						SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	langs
          else:
                raise ValueError(
                    F"arg `langs` needs to be a list of 2 langs, e.g. ['en', 'ru'], but got {langs}. "
                    "Usually that means that tokenizer can\'t find a mapping for the given model path "
                    "in PRETRAINED_VOCAB_FILES_MAP, and other maps of this tokenizer."      )

          with open(SCREAMING_SNAKE_CASE_    ,					encoding="utf-8"      ) as src_vocab_handle:
                SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	json.load(SCREAMING_SNAKE_CASE_      )
          with open(SCREAMING_SNAKE_CASE_    ,					encoding="utf-8"      ) as tgt_vocab_handle:
                SCREAMING_SNAKE_CASE_				:      List[str]					=	json.load(SCREAMING_SNAKE_CASE_      )
                SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	{v: k for k, v in tgt_vocab.items()}
          with open(SCREAMING_SNAKE_CASE_    ,					encoding="utf-8"      ) as merges_handle:
                SCREAMING_SNAKE_CASE_				:      str					=	merges_handle.read().split("\n"      )[:-1]
          SCREAMING_SNAKE_CASE_				:      Any					=	[tuple(merge.split()[:2]      ) for merge in merges]
          SCREAMING_SNAKE_CASE_				:      List[str]					=	dict(zip(SCREAMING_SNAKE_CASE_    ,					range(len(SCREAMING_SNAKE_CASE_      )      )      )      )
          SCREAMING_SNAKE_CASE_				:      Dict					=	{}




    def   __lowerCamelCase				( self      ):






          """simple docstring"""






          return self.get_src_vocab()




    @property
    def   __lowerCamelCase				( self      ):






          """simple docstring"""






          return self.src_vocab_size




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__      ):






          """simple docstring"""






          if lang not in self.cache_moses_punct_normalizer:
                SCREAMING_SNAKE_CASE_				:      List[str]					=	self.sm.MosesPunctNormalizer(lang=SCREAMING_SNAKE_CASE_      )
                SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	punct_normalizer
          return self.cache_moses_punct_normalizer[lang].normalize(SCREAMING_SNAKE_CASE_      )




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__      ):






          """simple docstring"""






          if lang not in self.cache_moses_tokenizer:
                SCREAMING_SNAKE_CASE_				:      int					=	self.sm.MosesTokenizer(lang=SCREAMING_SNAKE_CASE_      )
                SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	moses_tokenizer
          return self.cache_moses_tokenizer[lang].tokenize(
              SCREAMING_SNAKE_CASE_    ,					aggressive_dash_splits=SCREAMING_SNAKE_CASE_    ,					return_str=SCREAMING_SNAKE_CASE_    ,					escape=SCREAMING_SNAKE_CASE_      )




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__      ):






          """simple docstring"""






          if lang not in self.cache_moses_detokenizer:
                SCREAMING_SNAKE_CASE_				:      Tuple					=	self.sm.MosesDetokenizer(lang=SCREAMING_SNAKE_CASE_      )
                SCREAMING_SNAKE_CASE_				:      Dict					=	moses_detokenizer
          return self.cache_moses_detokenizer[lang].detokenize(SCREAMING_SNAKE_CASE_      )




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__      ):






          """simple docstring"""






          SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	replace_unicode_punct(SCREAMING_SNAKE_CASE_      )
          SCREAMING_SNAKE_CASE_				:      Tuple					=	self.moses_punct_norm(SCREAMING_SNAKE_CASE_    ,					SCREAMING_SNAKE_CASE_      )
          SCREAMING_SNAKE_CASE_				:      List[str]					=	remove_non_printing_char(SCREAMING_SNAKE_CASE_      )
          return text




    @property
    def   __lowerCamelCase				( self      ):






          """simple docstring"""






          return len(self.encoder      )




    @property
    def   __lowerCamelCase				( self      ):






          """simple docstring"""






          return len(self.decoder      )




    def   __lowerCamelCase				( self      ):






          """simple docstring"""






          return dict(self.encoder    ,					**self.added_tokens_encoder      )




    def   __lowerCamelCase				( self      ):






          """simple docstring"""






          return dict(self.decoder    ,					**self.added_tokens_decoder      )




    def   __lowerCamelCase				( self    ,					lowercase__      ):






          """simple docstring"""






          SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	tuple(token[:-1]      ) + (token[-1] + "</w>",)
          if token in self.cache:
                return self.cache[token]
          SCREAMING_SNAKE_CASE_				:      Tuple					=	get_pairs(SCREAMING_SNAKE_CASE_      )

          if not pairs:
                return token + "</w>"

          while True:
                SCREAMING_SNAKE_CASE_				:      int					=	min(SCREAMING_SNAKE_CASE_    ,					key=lambda lowercase__      : self.bpe_ranks.get(SCREAMING_SNAKE_CASE_    ,					float("inf"      )      )      )
                if bigram not in self.bpe_ranks:
                      break
                SCREAMING_SNAKE_CASE_,						SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	bigram
                SCREAMING_SNAKE_CASE_				:      Dict					=	[]
                SCREAMING_SNAKE_CASE_				:      Any					=	0
                while i < len(SCREAMING_SNAKE_CASE_      ):
                      try:
                            SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	word.index(SCREAMING_SNAKE_CASE_    ,					SCREAMING_SNAKE_CASE_      )
                      except ValueError:
                            new_word.extend(word[i:]      )
                            break
                      else:
                            new_word.extend(word[i:j]      )
                            SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	j

                      if word[i] == first and i < len(SCREAMING_SNAKE_CASE_      ) - 1 and word[i + 1] == second:
                            new_word.append(first + second      )
                            i += 2
                      else:
                            new_word.append(word[i]      )
                            i += 1
                SCREAMING_SNAKE_CASE_				:      int					=	tuple(SCREAMING_SNAKE_CASE_      )
                SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	new_word
                if len(SCREAMING_SNAKE_CASE_      ) == 1:
                      break
                else:
                      SCREAMING_SNAKE_CASE_				:      List[Any]					=	get_pairs(SCREAMING_SNAKE_CASE_      )
          SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	" ".join(SCREAMING_SNAKE_CASE_      )
          if word == "\n  </w>":
                SCREAMING_SNAKE_CASE_				:      Dict					=	"\n</w>"
          SCREAMING_SNAKE_CASE_				:      str					=	word
          return word




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__="en"    ,					lowercase__=False      ):






          """simple docstring"""






          SCREAMING_SNAKE_CASE_				:      Dict					=	self.src_lang

          if self.do_lower_case:
                SCREAMING_SNAKE_CASE_				:      Dict					=	text.lower()

          if bypass_tokenizer:
                SCREAMING_SNAKE_CASE_				:      List[str]					=	text.split()
          else:
                SCREAMING_SNAKE_CASE_				:      Optional[int]					=	self.moses_pipeline(SCREAMING_SNAKE_CASE_    ,					lang=SCREAMING_SNAKE_CASE_      )
                SCREAMING_SNAKE_CASE_				:      str					=	self.moses_tokenize(SCREAMING_SNAKE_CASE_    ,					lang=SCREAMING_SNAKE_CASE_      )

          SCREAMING_SNAKE_CASE_				:      List[str]					=	[]
          for token in text:
                if token:
                      split_tokens.extend(list(self.bpe(SCREAMING_SNAKE_CASE_      ).split(" "      )      )      )

          return split_tokens




    def   __lowerCamelCase				( self    ,					lowercase__      ):






          """simple docstring"""






          return self.encoder.get(SCREAMING_SNAKE_CASE_    ,					self.encoder.get(self.unk_token      )      )




    def   __lowerCamelCase				( self    ,					lowercase__      ):






          """simple docstring"""






          return self.decoder.get(SCREAMING_SNAKE_CASE_    ,					self.unk_token      )




    def   __lowerCamelCase				( self    ,					lowercase__      ):






          """simple docstring"""






          SCREAMING_SNAKE_CASE_				:      str					=	[t.replace(" "    ,					""      ).replace("</w>"    ,					" "      ) for t in tokens]
          SCREAMING_SNAKE_CASE_				:      Tuple					=	"".join(SCREAMING_SNAKE_CASE_      ).split()
          # detokenize
          SCREAMING_SNAKE_CASE_				:      Optional[int]					=	self.moses_detokenize(SCREAMING_SNAKE_CASE_    ,					self.tgt_lang      )
          return text




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__ = None      ):






          """simple docstring"""






          SCREAMING_SNAKE_CASE_				:      Dict					=	[self.sep_token_id]

          # no bos used in fairseq
          if token_ids_a is None:
                return token_ids_a + sep
          return token_ids_a + sep + token_ids_a + sep




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__ = None    ,					lowercase__ = False      ):






          """simple docstring"""






          if already_has_special_tokens:
                return super().get_special_tokens_mask(
                    token_ids_a=SCREAMING_SNAKE_CASE_    ,					token_ids_a=SCREAMING_SNAKE_CASE_    ,					already_has_special_tokens=SCREAMING_SNAKE_CASE_      )
          # no bos used in fairseq
          if token_ids_a is not None:
                return ([0] * len(SCREAMING_SNAKE_CASE_      )) + [1] + ([0] * len(SCREAMING_SNAKE_CASE_      )) + [1]
          return ([0] * len(SCREAMING_SNAKE_CASE_      )) + [1]




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__ = None      ):






          """simple docstring"""






          SCREAMING_SNAKE_CASE_				:      Union[str, Any]					=	[self.sep_token_id]

          # no bos used in fairseq
          if token_ids_a is None:
                return len(token_ids_a + sep      ) * [0]
          return len(token_ids_a + sep      ) * [0] + len(token_ids_a + sep      ) * [1]




    def   __lowerCamelCase				( self    ,					lowercase__    ,					lowercase__ = None      ):






          """simple docstring"""






          if not os.path.isdir(SCREAMING_SNAKE_CASE_      ):
                logger.error(F"Vocabulary path ({save_directory}) should be a directory"      )
                return

          SCREAMING_SNAKE_CASE_				:      List[str]					=	os.path.join(
              SCREAMING_SNAKE_CASE_    ,					(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["src_vocab_file"]      )
          SCREAMING_SNAKE_CASE_				:      int					=	os.path.join(
              SCREAMING_SNAKE_CASE_    ,					(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["tgt_vocab_file"]      )
          SCREAMING_SNAKE_CASE_				:      Tuple					=	os.path.join(
              SCREAMING_SNAKE_CASE_    ,					(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["merges_file"]      )

          with open(SCREAMING_SNAKE_CASE_    ,					"w"    ,					encoding="utf-8"      ) as f:
                f.write(json.dumps(self.encoder    ,					indent=2    ,					sort_keys=SCREAMING_SNAKE_CASE_    ,					ensure_ascii=SCREAMING_SNAKE_CASE_      ) + "\n"      )

          with open(SCREAMING_SNAKE_CASE_    ,					"w"    ,					encoding="utf-8"      ) as f:
                SCREAMING_SNAKE_CASE_				:      List[Any]					=	{v: k for k, v in self.decoder.items()}
                f.write(json.dumps(SCREAMING_SNAKE_CASE_    ,					indent=2    ,					sort_keys=SCREAMING_SNAKE_CASE_    ,					ensure_ascii=SCREAMING_SNAKE_CASE_      ) + "\n"      )

          SCREAMING_SNAKE_CASE_				:      str					=	0
          with open(SCREAMING_SNAKE_CASE_    ,					"w"    ,					encoding="utf-8"      ) as writer:
                for bpe_tokens, token_index in sorted(self.bpe_ranks.items()    ,					key=lambda lowercase__      : kv[1]      ):
                      if index != token_index:
                            logger.warning(
                                F"Saving vocabulary to {merges_file}: BPE merge indices are not consecutive."
                                " Please check that the tokenizer is not corrupted!"      )
                            SCREAMING_SNAKE_CASE_				:      List[str]					=	token_index
                      writer.write(" ".join(SCREAMING_SNAKE_CASE_      ) + "\n"      )
                      index += 1

          return src_vocab_file, tgt_vocab_file, merges_file




    def __getstate__( self      ):






          """simple docstring"""






          SCREAMING_SNAKE_CASE_				:      List[Any]					=	self.__dict__.copy()
          SCREAMING_SNAKE_CASE_				:      List[Any]					=	None
          return state







    def __setstate__( self    ,					lowercase__      ):






          """simple docstring"""






          SCREAMING_SNAKE_CASE_				:      Tuple					=	d

          try:
                import sacremoses
          except ImportError:
                raise ImportError(
                    "You need to install sacremoses to use XLMTokenizer. "
                    "See https://pypi.org/project/sacremoses/ for installation."      )

          SCREAMING_SNAKE_CASE_				:      Optional[int]					=	sacremoses




'''simple docstring'''






def  __lowerCamelCase      (				SCREAMING_SNAKE_CASE_					:     Optional[int]  ,  SCREAMING_SNAKE_CASE_					:     Tuple   )							->       List[str]:
      """simple docstring"""

      SCREAMING_SNAKE_CASE_				:      List[str]					=	(boundary[1] - boundary[0]) / steps
      SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	boundary[0]
      SCREAMING_SNAKE_CASE_				:      int					=	boundary[1]
      SCREAMING_SNAKE_CASE_				:      List[Any]					=	make_points(SCREAMING_SNAKE_CASE_  ,  SCREAMING_SNAKE_CASE_  ,  SCREAMING_SNAKE_CASE_   )
      SCREAMING_SNAKE_CASE_				:      Dict					=	0.0
      y += (h / 3.0) * f(SCREAMING_SNAKE_CASE_   )
      SCREAMING_SNAKE_CASE_				:      Tuple					=	2
      for i in x_i:
            y += (h / 3) * (4 - 2 * (cnt % 2)) * f(SCREAMING_SNAKE_CASE_   )
            cnt += 1
      y += (h / 3.0) * f(SCREAMING_SNAKE_CASE_   )
      return y


def  __lowerCamelCase      (				SCREAMING_SNAKE_CASE_					:     Optional[Any]  ,  SCREAMING_SNAKE_CASE_					:     List[Any]  ,  SCREAMING_SNAKE_CASE_					:     Optional[Any]   )							->       List[Any]:
      """simple docstring"""

      SCREAMING_SNAKE_CASE_				:      List[Any]					=	a + h
      while x < (b - h):
            yield x
            SCREAMING_SNAKE_CASE_				:      List[Any]					=	x + h


def  __lowerCamelCase      (				SCREAMING_SNAKE_CASE_					:     str   )							->       List[Any]:  # enter your function here
      """simple docstring"""

      SCREAMING_SNAKE_CASE_				:      List[str]					=	(x - 0) * (x - 0)
      return y


def  __lowerCamelCase      (				)							->       int:
      """simple docstring"""

      SCREAMING_SNAKE_CASE_				:      List[Any]					=	0.0  # Lower bound of integration
      SCREAMING_SNAKE_CASE_				:      Optional[Any]					=	1.0  # Upper bound of integration
      SCREAMING_SNAKE_CASE_				:      str					=	10.0  # define number of steps or resolution
      SCREAMING_SNAKE_CASE_				:      List[Any]					=	[a, b]  # define boundary of integration
      SCREAMING_SNAKE_CASE_				:      List[str]					=	method_a(SCREAMING_SNAKE_CASE_  ,  SCREAMING_SNAKE_CASE_   )
      print(F"y = {y}"   )


if __name__ == "__main__":
      main()

