

# Lint as: python3
import os
import re
import urllib.parse
from pathlib import Path
from typing import Callable, List, Optional, Union
from zipfile import ZipFile

from ..utils.file_utils import cached_path, hf_github_url
from ..utils.logging import get_logger
from ..utils.version import Version


UpperCamelCase__		 =     get_logger(__name__)

class     __snake_case    :
       """simple docstring"""







       __SCREAMING_SNAKE_CASE				    =							"dummy_data"
       __SCREAMING_SNAKE_CASE				    =							"datasets"
       __SCREAMING_SNAKE_CASE				    =							False


       def __init__(		self      , _UpperCamelCase      , _UpperCamelCase      , _UpperCamelCase      , _UpperCamelCase = None      , _UpperCamelCase = False      , _UpperCamelCase = True      , _UpperCamelCase = None      , )      ->							Optional[Any]:






              """simple docstring"""


              __snake_case       	=							0
              __snake_case       	=							dataset_name
              __snake_case       	=							cache_dir
              __snake_case       	=							use_local_dummy_data
              __snake_case       	=							config
              # download_callbacks take a single url as input
              __snake_case       	=							download_callbacks or []
              # if False, it doesn't load existing files and it returns the paths of the dummy files relative
              # to the dummy_data zip file root
              __snake_case       	=							load_existing_dummy_data

              # TODO(PVP, QL) might need to make this more general
              __snake_case       	=							str(_UpperCamelCase   )
              # to be downloaded
              __snake_case       	=							None
              __snake_case       	=							None


       @property
       def 			a		(		self   )      ->							str:






              """simple docstring"""


              if self._dummy_file is None:
                     __snake_case       	=							self.download_dummy_data()
              return self._dummy_file


       @property
       def 			a		(		self   )      ->							Any:






              """simple docstring"""


              if self.config is not None:
                     # structure is dummy / config_name / version_name
                     return os.path.join("""dummy"""      , self.config.name      , self.version_name   )
              # structure is dummy / version_name
              return os.path.join("""dummy"""      , self.version_name   )


       @property
       def 			a		(		self   )      ->							int:






              """simple docstring"""


              return os.path.join(self.dummy_data_folder      , """dummy_data.zip"""   )


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






              """simple docstring"""


              __snake_case       	=							(
                  self.local_path_to_dummy_data if self.use_local_dummy_data is True else self.github_path_to_dummy_data
              )

              __snake_case       	=							cached_path(
                  _UpperCamelCase      , cache_dir=self.cache_dir      , extract_compressed_file=_UpperCamelCase      , force_extract=_UpperCamelCase   )

              return os.path.join(_UpperCamelCase      , self.dummy_file_name   )


       @property
       def 			a		(		self   )      ->							Tuple:






              """simple docstring"""


              return os.path.join(self.datasets_scripts_dir      , self.dataset_name      , self.dummy_zip_file   )


       @property
       def 			a		(		self   )      ->							List[str]:






              """simple docstring"""


              if self._bucket_url is None:
                     __snake_case       	=							hf_github_url(self.dataset_name      , self.dummy_zip_file.replace(os.sep      , """/"""   )   )
              return self._bucket_url


       @property
       def 			a		(		self   )      ->							Optional[int]:






              """simple docstring"""


              if os.path.isdir(self.dummy_file   ):
                     return self.dummy_file
              # else cut off path to file -> example `xsum`.
              return "/".join(self.dummy_file.replace(os.sep      , """/"""   ).split("""/"""   )[:-1]   )


       def 			a		(		self      , _UpperCamelCase      , *_UpperCamelCase   )      ->							Tuple:






              """simple docstring"""


              if self.load_existing_dummy_data:
                     # dummy data is downloaded and tested
                     __snake_case       	=							self.dummy_file
              else:
                     # dummy data cannot be downloaded and only the path to dummy file is returned
                     __snake_case       	=							self.dummy_file_name

              # special case when data_url is a dict
              if isinstance(_UpperCamelCase      , _UpperCamelCase   ):
                     return self.create_dummy_data_dict(_UpperCamelCase      , _UpperCamelCase   )
              elif isinstance(_UpperCamelCase      , (list, tuple)   ):
                     return self.create_dummy_data_list(_UpperCamelCase      , _UpperCamelCase   )
              else:
                     return self.create_dummy_data_single(_UpperCamelCase      , _UpperCamelCase   )


       def 			a		(		self      , _UpperCamelCase      , *_UpperCamelCase   )      ->							List[Any]:






              """simple docstring"""


              return self.download_and_extract(_UpperCamelCase   )


       def 			a		(		self      , _UpperCamelCase      , _UpperCamelCase   )      ->							str:






              """simple docstring"""


              return self.download_and_extract(_UpperCamelCase   )


       def 			a		(		self      , _UpperCamelCase      , *_UpperCamelCase      , **_UpperCamelCase   )      ->							Optional[int]:






              """simple docstring"""


              return path


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






              """simple docstring"""


              return {}


       def 			a		(		self      , _UpperCamelCase      , _UpperCamelCase   )      ->							Dict:






              """simple docstring"""


              __snake_case       	=							{}
              for key, single_urls in data_url.items():
                     for download_callback in self.download_callbacks:
                            if isinstance(_UpperCamelCase      , _UpperCamelCase   ):
                                   for single_url in single_urls:
                                          download_callback(_UpperCamelCase   )
                            else:
                                   __snake_case       	=							single_urls
                                   download_callback(_UpperCamelCase   )
            # we force the name of each key to be the last file / folder name of the url path
            # if the url has arguments, we need to encode them with urllib.parse.quote_plus
                     if isinstance(_UpperCamelCase      , _UpperCamelCase   ):
                            __snake_case       	=							[os.path.join(_UpperCamelCase      , urllib.parse.quote_plus(Path(_UpperCamelCase   ).name   )   ) for x in single_urls]
                     else:
                            __snake_case       	=							single_urls
                            __snake_case       	=							os.path.join(_UpperCamelCase      , urllib.parse.quote_plus(Path(_UpperCamelCase   ).name   )   )
                     __snake_case       	=							value

              # make sure that values are unique
              if all(isinstance(_UpperCamelCase      , _UpperCamelCase   ) for i in dummy_data_dict.values()   ) and len(set(dummy_data_dict.values()   )   ) < len(
                  dummy_data_dict.values()   ):
                     # append key to value to make its name unique
                     __snake_case       	=							{key: value + key for key, value in dummy_data_dict.items()}

              return dummy_data_dict


       def 			a		(		self      , _UpperCamelCase      , _UpperCamelCase   )      ->							Tuple:






              """simple docstring"""


              __snake_case       	=							[]
              # trick: if there are many shards named like `data.txt-000001-of-00300`, only use the first one
              __snake_case       	=							all(bool(re.findall("""[0-9]{3,}-of-[0-9]{3,}"""      , _UpperCamelCase   )   ) for url in data_url   )
              __snake_case       	=							all(
                  url.startswith("""https://ftp.ncbi.nlm.nih.gov/pubmed/baseline/pubmed"""   ) for url in data_url   )
              if data_url and (is_tf_records or is_pubmed_records):
                     __snake_case       	=							[data_url[0]] * len(_UpperCamelCase   )
              for single_url in data_url:
                     for download_callback in self.download_callbacks:
                            download_callback(_UpperCamelCase   )
                     # we force the name of each key to be the last file / folder name of the url path
                     # if the url has arguments, we need to encode them with urllib.parse.quote_plus
                     __snake_case       	=							os.path.join(_UpperCamelCase      , urllib.parse.quote_plus(single_url.split("""/"""   )[-1]   )   )
                     dummy_data_list.append(_UpperCamelCase   )
              return dummy_data_list


       def 			a		(		self      , _UpperCamelCase      , _UpperCamelCase   )      ->							Optional[Any]:






              """simple docstring"""


              for download_callback in self.download_callbacks:
                     download_callback(_UpperCamelCase   )
              # we force the name of each key to be the last file / folder name of the url path
              # if the url has arguments, we need to encode them with urllib.parse.quote_plus
              __snake_case       	=							os.path.join(_UpperCamelCase      , urllib.parse.quote_plus(data_url.split("""/"""   )[-1]   )   )
              if os.path.exists(_UpperCamelCase   ) or not self.load_existing_dummy_data:
                     return value
              else:
                     # Backward compatibility, maybe deprecate at one point.
                     # For many datasets with single url calls to dl_manager.download_and_extract,
                     # the dummy_data.zip file is actually the zipped downloaded file
                     # while now we expected the dummy_data.zip file to be a directory containing
                     # the downloaded file.
                     return path_to_dummy_data


       def 			a		(		self   )      ->							Any:






              """simple docstring"""


              pass


       def 			a		(		self   )      ->							Any:






              """simple docstring"""


              pass


       def 			a		(		self      , _UpperCamelCase   )      ->							Dict:






              """simple docstring"""


              def _iter_archive_members(_UpperCamelCase   ):
                     # this preserves the order of the members inside the ZIP archive
                     __snake_case       	=							Path(self.dummy_file   ).parent
                     __snake_case       	=							path.relative_to(_UpperCamelCase   )
                     with ZipFile(self.local_path_to_dummy_data   ) as zip_file:
                            __snake_case       	=							zip_file.namelist()
                     for member in members:
                            if member.startswith(relative_path.as_posix()   ):
                                   yield dummy_parent_path.joinpath(_UpperCamelCase   )

              __snake_case       	=							Path(_UpperCamelCase   )
              __snake_case       	=							_iter_archive_members(_UpperCamelCase   ) if self.use_local_dummy_data else path.rglob("""*"""   )
              for file_path in file_paths:
                     if file_path.is_file() and not file_path.name.startswith((""".""", """__""")   ):
                            yield file_path.relative_to(_UpperCamelCase   ).as_posix(), file_path.open("""rb"""   )






       def 			a		(		self      , _UpperCamelCase   )      ->							Optional[Any]:






              """simple docstring"""


              if not isinstance(_UpperCamelCase      , _UpperCamelCase   ):
                     __snake_case       	=							[paths]
              for path in paths:
                     if os.path.isfile(_UpperCamelCase   ):
                            if os.path.basename(_UpperCamelCase   ).startswith((""".""", """__""")   ):
                                   return
                            yield path
                     else:
                            for dirpath, dirnames, filenames in os.walk(_UpperCamelCase   ):
                                   if os.path.basename(_UpperCamelCase   ).startswith((""".""", """__""")   ):
                                          continue
                                   dirnames.sort()
                                   for filename in sorted(_UpperCamelCase   ):
                                          if filename.startswith((""".""", """__""")   ):
                                                 continue
                                          yield os.path.join(_UpperCamelCase      , _UpperCamelCase   )




def 						lowerCamelCase__      ( __A    :int	,__A    :float	,__A    :float		):


       """simple docstring"""




       return round(float(moles / volume		) * nfactor		)







def 						lowerCamelCase__      ( __A    :float	,__A    :float	,__A    :float		):


       """simple docstring"""




       return round(float((moles * 0.0_821 * temperature) / (volume)		)		)







def 						lowerCamelCase__      ( __A    :float	,__A    :float	,__A    :float		):


       """simple docstring"""




       return round(float((moles * 0.0_821 * temperature) / (pressure)		)		)







def 						lowerCamelCase__      ( __A    :float	,__A    :float	,__A    :float		):


       """simple docstring"""




       return round(float((pressure * volume) / (0.0_821 * moles)		)		)


if __name__ == "__main__":
    import doctest

    doctest.testmod()

