





"""simple docstring"""
import json
import os
from pathlib import Path

import pytest

from datasets.download.download_config import DownloadConfig
from datasets.download.download_manager import DownloadManager
from datasets.utils.file_utils import hash_url_to_filename


lowerCAmelCase:						Tuple				   ='http://www.mocksite.com/file1.txt'
lowerCAmelCase:						Any				   ='"text": ["foo", "foo"]'
lowerCAmelCase:						Dict				   ='6d8ce9aa78a471c7477201efbeabd3bb01ac2e7d100a6dc024ba1608361f90a8'
class lowerCamelCase__	:
   __UpperCAmelCase										=       200
   __UpperCAmelCase										=       {"""Content-Length""": """100"""}
   __UpperCAmelCase										=       {}



   def  _UpperCAmelCase						(							self   , **snake_case						)			->     Optional[int]:







      """simple docstring"""
      return [bytes(A_   , """utf-8"""						)]




def       __snake_case    (   *__A			,**__A     )		->					Optional[Any]:
   return MockResponse()




@pytest.mark.parametrize("""urls_type"""			,[str, list, dict]     )
def       __snake_case    (   __A			,__A			,__A     )		->					str:
   import requests

   monkeypatch.setattr(snake_case__			,"""request"""			,snake_case__     )

   lowercase     :      Tuple	=							URL
   if issubclass(snake_case__			,snake_case__     ):
      lowercase     :      Union[str, Any]	=							url
   elif issubclass(snake_case__			,snake_case__     ):
      lowercase     :      str	=							[url]
   elif issubclass(snake_case__			,snake_case__     ):
      lowercase     :      Any	=							{"""train""": url}
   lowercase     :      List[str]	=							"""dummy"""
   lowercase     :      int	=							"""downloads"""
   lowercase     :      Union[str, Any]	=							tmp_path
   lowercase     :      Dict	=							DownloadConfig(
       cache_dir=os.path.join(snake_case__			,snake_case__     )			,use_etag=snake_case__			,)
   lowercase     :      int	=							DownloadManager(dataset_name=snake_case__			,download_config=snake_case__     )
   lowercase     :      Union[str, Any]	=							dl_manager.download(snake_case__     )
   lowercase     :      List[str]	=							urls
   for downloaded_paths in [downloaded_paths]:
      if isinstance(snake_case__			,snake_case__     ):
         lowercase     :      List[Any]	=							[downloaded_paths]
         lowercase     :      Dict	=							[urls]
      elif isinstance(snake_case__			,snake_case__     ):
         assert "train" in downloaded_paths.keys()
         lowercase     :      Optional[Any]	=							downloaded_paths.values()
         lowercase     :      int	=							urls.values()
      assert downloaded_paths
      for downloaded_path, input_url in zip(snake_case__			,snake_case__     ):
         assert downloaded_path == dl_manager.downloaded_paths[input_url]
         lowercase     :      Union[str, Any]	=							Path(snake_case__     )
         lowercase     :      Any	=							downloaded_path.parts
         assert parts[-1] == HASH
         assert parts[-2] == cache_subdir
         assert downloaded_path.exists()
         lowercase     :      int	=							downloaded_path.read_text()
         assert content == CONTENT
         lowercase     :      Union[str, Any]	=							downloaded_path.with_suffix(""".json"""     )
         assert metadata_downloaded_path.exists()
         lowercase     :      Tuple	=							json.loads(metadata_downloaded_path.read_text()     )
         assert metadata_content == {"url": URL, "etag": None}




@pytest.mark.parametrize("""paths_type"""			,[str, list, dict]     )
def       __snake_case    (   __A			,__A			,__A     )		->					Optional[Any]:
   lowercase     :      Dict	=							str(snake_case__     )
   if issubclass(snake_case__			,snake_case__     ):
      lowercase     :      Union[str, Any]	=							filename
   elif issubclass(snake_case__			,snake_case__     ):
      lowercase     :      Optional[int]	=							[filename]
   elif issubclass(snake_case__			,snake_case__     ):
      lowercase     :      List[str]	=							{"""train""": filename}
   lowercase     :      Optional[Any]	=							"""dummy"""
   lowercase     :      Optional[Any]	=							xz_file.parent
   lowercase     :      Optional[int]	=							"""extracted"""
   lowercase     :      Union[str, Any]	=							DownloadConfig(
       cache_dir=snake_case__			,use_etag=snake_case__			,)
   lowercase     :      Union[str, Any]	=							DownloadManager(dataset_name=snake_case__			,download_config=snake_case__     )
   lowercase     :      str	=							dl_manager.extract(snake_case__     )
   lowercase     :      str	=							paths
   for extracted_paths in [extracted_paths]:
      if isinstance(snake_case__			,snake_case__     ):
         lowercase     :      Union[str, Any]	=							[extracted_paths]
         lowercase     :      Any	=							[paths]
      elif isinstance(snake_case__			,snake_case__     ):
         assert "train" in extracted_paths.keys()
         lowercase     :      int	=							extracted_paths.values()
         lowercase     :      List[Any]	=							paths.values()
      assert extracted_paths
      for extracted_path, input_path in zip(snake_case__			,snake_case__     ):
         assert extracted_path == dl_manager.extracted_paths[input_path]
         lowercase     :      Optional[Any]	=							Path(snake_case__     )
         lowercase     :      str	=							extracted_path.parts
         assert parts[-1] == hash_url_to_filename(snake_case__			,etag=snake_case__     )
         assert parts[-2] == extracted_subdir
         assert extracted_path.exists()
         lowercase     :      List[Any]	=							extracted_path.read_text()
         lowercase     :      Dict	=							text_file.read_text()
         assert extracted_file_content == expected_file_content




def       __snake_case    (   __A			,__A     )		->					Union[str, Any]:
   assert path.endswith(""".jsonl"""     )
   for num_items, line in enumerate(snake_case__			,start=1     ):
      lowercase     :      Optional[Any]	=							json.loads(line.decode("""utf-8"""     )     )
      assert item.keys() == {"col_1", "col_2", "col_3"}
   assert num_items == 4




@pytest.mark.parametrize("""archive_jsonl"""			,["""tar_jsonl_path""", """zip_jsonl_path"""]     )
def       __snake_case    (   __A			,__A     )		->					str:
   lowercase     :      str	=							request.getfixturevalue(snake_case__     )
   lowercase     :      Tuple	=							DownloadManager()
   for num_jsonl, (path, file) in enumerate(dl_manager.iter_archive(snake_case__     )			,start=1     ):
      _test_jsonl(snake_case__			,snake_case__     )
   assert num_jsonl == 2




@pytest.mark.parametrize("""archive_nested_jsonl"""			,["""tar_nested_jsonl_path""", """zip_nested_jsonl_path"""]     )
def       __snake_case    (   __A			,__A     )		->					Any:
   lowercase     :      Union[str, Any]	=							request.getfixturevalue(snake_case__     )
   lowercase     :      Optional[int]	=							DownloadManager()
   for num_tar, (path, file) in enumerate(dl_manager.iter_archive(snake_case__     )			,start=1     ):
      for num_jsonl, (subpath, subfile) in enumerate(dl_manager.iter_archive(snake_case__     )			,start=1     ):
         _test_jsonl(snake_case__			,snake_case__     )
   assert num_tar == 1
   assert num_jsonl == 2







def       __snake_case    (   __A     )		->					Any:
   lowercase     :      Dict	=							DownloadManager()
   for num_file, file in enumerate(dl_manager.iter_files(snake_case__     )			,start=1     ):
      assert os.path.basename(snake_case__     ) == ("test.txt" if num_file == 1 else "train.txt")
   assert num_file == 2






def    a__    (		snake_case__					:							Tuple     ):  # noqa: E741
  _UpperCAmelCase		:							Dict							=     len(snake_case__     )
  _UpperCAmelCase		:							Tuple							=     0
  _UpperCAmelCase		:							Union[str, Any]							=     [0] * n
  _UpperCAmelCase		:							Union[str, Any]							=     [False] * n
  _UpperCAmelCase		:							Tuple							=     [False] * n

  def dfs(snake_case__					:							List[str]						,   snake_case__					:							int						,   snake_case__					:							str						,   snake_case__					:							int     ):
    if parent == root:
      out_edge_count += 1
    _UpperCAmelCase		:							List[Any]							=     True
    _UpperCAmelCase		:							List[str]							=     at

    for to in l[at]:
      if to == parent:
        pass
      elif not visited[to]:
        _UpperCAmelCase		:							Optional[Any]							=     dfs(snake_case__						,   snake_case__						,   snake_case__						,   snake_case__     )
        _UpperCAmelCase		:							Optional[Any]							=     min(low[at]						,   low[to]     )

        # AP found via bridge
        if at < low[to]:
          _UpperCAmelCase		:							List[str]							=     True
        # AP found via cycle
        if at == low[to]:
          _UpperCAmelCase		:							Optional[Any]							=     True
      else:
        _UpperCAmelCase		:							str							=     min(low[at]						,   snake_case__     )
    return out_edge_count

  for i in range(snake_case__     ):
    if not visited[i]:
      _UpperCAmelCase		:							List[Any]							=     0
      _UpperCAmelCase		:							List[str]							=     dfs(snake_case__						,   snake_case__						,   -1						,   snake_case__     )
      _UpperCAmelCase		:							Optional[Any]							=     out_edge_count > 1

  for x in range(len(snake_case__     )     ):
    if is_art[x] is True:
      print(snake_case__     )


# Adjacency list of graph
SCREAMING_SNAKE_CASE__					:     Optional[Any]       =     {
    0: [1, 2],
    1: [0, 2],
    2: [0, 1, 3, 5],
    3: [2, 4],
    4: [3],
    5: [2, 6, 8],
    6: [5, 7],
    7: [6, 8],
    8: [5, 7],
}





compute_ap(data)





