


"""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


a_       							=    "http://www.mocksite.com/file1.txt"
a_       							=    "\"text\": [\"foo\", \"foo\"]"
a_       							=    "6d8ce9aa78a471c7477201efbeabd3bb01ac2e7d100a6dc024ba1608361f90a8"
class snake_case      :
		__UpperCamelCase           =			200
		__UpperCamelCase           =			{'Content-Length': '100'}
		__UpperCamelCase           =			{}







		def  a_ (					self      :       Dict    ,   **a__      :       Tuple		)       ->						List[str]:





						'''simple docstring'''







						return [bytes(a__    ,   "utf-8"		)]






def      a__ (				*__lowercase     ,			**__lowercase   )	->	Any:
				return MockResponse()






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

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

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






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






def      a__ (				__lowercase     ,			__lowercase   )	->	Optional[Any]:
				assert path.endswith(".jsonl"   )
				for num_items, line in enumerate(__lowercase     ,			start=1   ):
								_A					  =			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      a__ (				__lowercase     ,			__lowercase   )	->	List[Any]:
				_A					  =			request.getfixturevalue(__lowercase   )
				_A					  =			DownloadManager()
				for num_jsonl, (path, file) in enumerate(dl_manager.iter_archive(__lowercase   )     ,			start=1   ):
								_test_jsonl(__lowercase     ,			__lowercase   )
				assert num_jsonl == 2






@pytest.mark.parametrize("archive_nested_jsonl"     ,			["tar_nested_jsonl_path", "zip_nested_jsonl_path"]   )
def      a__ (				__lowercase     ,			__lowercase   )	->	List[Any]:
				_A					  =			request.getfixturevalue(__lowercase   )
				_A					  =			DownloadManager()
				for num_tar, (path, file) in enumerate(dl_manager.iter_archive(__lowercase   )     ,			start=1   ):
								for num_jsonl, (subpath, subfile) in enumerate(dl_manager.iter_archive(__lowercase   )     ,			start=1   ):
												_test_jsonl(__lowercase     ,			__lowercase   )
				assert num_tar == 1
				assert num_jsonl == 2






def      a__ (				__lowercase   )	->	Dict:
				_A					  =			DownloadManager()
				for num_file, file in enumerate(dl_manager.iter_files(__lowercase   )     ,			start=1   ):
								assert os.path.basename(__lowercase   ) == ("test.txt" if num_file == 1 else "train.txt")
				assert num_file == 2



"""simple docstring"""


import numpy as np






def      a__ (				__lowercase     ,			__lowercase   )	->	np.ndarray:
				return np.where(vector > 0     ,			__lowercase     ,			(alpha * (np.exp(__lowercase   ) - 1))   )


if __name__ == "__main__":
		import doctest

		doctest.testmod()