
'''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


UpperCAmelCase    					=   "http://www.mocksite.com/file1.txt"
UpperCAmelCase    					=   "\"text\": [\"foo\", \"foo\"]"
UpperCAmelCase    					=   "6d8ce9aa78a471c7477201efbeabd3bb01ac2e7d100a6dc024ba1608361f90a8"

class 						a   :
				_snake_case		    = 200
				_snake_case		    = {'''Content-Length''': '''100'''}
				_snake_case		    = {}




				def 	__snake_case							(							self	:				Dict,    **SCREAMING_SNAKE_CASE_	:				Tuple      ):
										return [bytes(SCREAMING_SNAKE_CASE_,    '''utf-8'''      )]




def      A (       *A_							:					Tuple    ,							**A_							:					Optional[int]       ):
						return MockResponse()

@pytest.mark.parametrize('''urls_type'''    ,							[str, list, dict]       )
def      A (       A_							:					Union[str, Any]    ,							A_							:					Tuple    ,							A_							:					Optional[int]       ):
						import requests

						monkeypatch.setattr(A_    ,							'''request'''    ,							A_       )

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

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

def      A (       A_							:					Union[str, Any]    ,							A_							:					List[str]       ):
						assert path.endswith('''.jsonl'''       )
						for num_items, line in enumerate(A_    ,							start=1       ):
												snake_case       :     Union[str, 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      A (       A_							:					str    ,							A_							:					Optional[int]       ):
						snake_case       :     str =    request.getfixturevalue(A_       )
						snake_case       :     str =    DownloadManager()
						for num_jsonl, (path, file) in enumerate(dl_manager.iter_archive(A_       )    ,							start=1       ):
												_test_jsonl(A_    ,							A_       )
						assert num_jsonl == 2

@pytest.mark.parametrize('''archive_nested_jsonl'''    ,							['''tar_nested_jsonl_path''', '''zip_nested_jsonl_path''']       )
def      A (       A_							:					Dict    ,							A_							:					Tuple       ):
						snake_case       :     Any =    request.getfixturevalue(A_       )
						snake_case       :     Tuple =    DownloadManager()
						for num_tar, (path, file) in enumerate(dl_manager.iter_archive(A_       )    ,							start=1       ):
												for num_jsonl, (subpath, subfile) in enumerate(dl_manager.iter_archive(A_       )    ,							start=1       ):
																		_test_jsonl(A_    ,							A_       )
						assert num_tar == 1
						assert num_jsonl == 2





def      A (       A_							:					Dict       ):
						snake_case       :     Union[str, Any] =    DownloadManager()
						for num_file, file in enumerate(dl_manager.iter_files(A_       )    ,							start=1       ):
												assert os.path.basename(A_       ) == ("test.txt" if num_file == 1 else "train.txt")
						assert num_file == 2



'''simple docstring'''





import pytest

from datasets import inspect_metric, list_metrics, load_metric

@pytest.fixture
def      A (       A_							:					str       ):
						monkeypatch.setattr('''datasets.utils.deprecation_utils._emitted_deprecation_warnings'''    ,							set()       )

@pytest.fixture
def      A (       A_							:					Optional[Any]       ):

						class 						a   :




										def __init__(							self	:				List[str],    SCREAMING_SNAKE_CASE_	:				Optional[Any]      ):
																snake_case       :     List[str] =    metric_id




						class 						a   :
										_snake_case		    = [MetricMock(__magic_name__    ) for metric_id in ['''accuracy''', '''mse''', '''precision''', '''codeparrot/apps_metric''']]




										def 	__snake_case							(							self	:				str      ):
																return self._metrics




						monkeypatch.setattr('''datasets.inspect.huggingface_hub'''    ,							HfhMock()       )





@pytest.mark.parametrize(
    '''func, args'''    ,							[(load_metric, ('''metrics/mse''',)), (list_metrics, ()), (inspect_metric, ('''metrics/mse''', '''tmp_path'''))]       )
def      A (       A_							:					str    ,							A_							:					Dict    ,							A_							:					int    ,							A_							:					int    ,							A_							:					str       ):
						if "tmp_path" in args:
												snake_case       :     List[str] =    tuple(arg if arg != '''tmp_path''' else tmp_path for arg in args       )
						with pytest.warns(A_    ,							match='''https://huggingface.co/docs/evaluate'''       ):
												func(*A_       )

