


import os
from pathlib import Path
from unittest.mock import patch

import pytest
import zstandard as zstd

from datasets.download.download_config import DownloadConfig
from datasets.utils.file_utils import (
    OfflineModeIsEnabled,
    cached_path,
    fsspec_get,
    fsspec_head,
    ftp_get,
    ftp_head,
    get_from_cache,
    http_get,
    http_head,
)


snake_case__			 =						'''\\n    Text data.\n    Second line of data.'''

snake_case__			 =						'''file'''


@pytest.fixture(scope="session"				)
def 				lowerCamelCase__	(      a	:   Optional[int]				)    ->	Optional[int]:





			"""simple docstring"""
			a__ :Dict						  =    tmp_path_factory.mktemp("data"				) / (FILE_PATH + """.zstd""")
			a__ :Tuple						  =    bytes(snake_case_	,  "utf-8"				)
			with zstd.open(snake_case_	,  "wb"				) as f:
						f.write(snake_case_				)
			return path


@pytest.fixture
def 				lowerCamelCase__	(      a	:   Union[str, Any]				)    ->	Optional[int]:





			"""simple docstring"""
			with open(os.path.join(tmpfs.local_root_dir	,  snake_case_				)	,  "w"				) as f:
						f.write(snake_case_				)
			return FILE_PATH


@pytest.mark.parametrize("compression_format"	,  ["gzip", "xz", "zstd"]				)
def 				lowerCamelCase__	(      a	:   Tuple	,  a	:   int	,  a	:   List[str]	,  a	:   List[Any]	,  a	:   Dict	,  a	:   Any				)    ->	Tuple:





			"""simple docstring"""
			a__ :Tuple						  =    {"""gzip""": gz_file, """xz""": xz_file, """zstd""": zstd_path}
			a__ :Optional[int]						  =    input_paths[compression_format]
			a__ :Any						  =    tmp_path / """cache"""
			a__ :List[str]						  =    DownloadConfig(cache_dir=snake_case_	,  extract_compressed_file=snake_case_				)
			a__ :Union[str, Any]						  =    cached_path(snake_case_	,  download_config=snake_case_				)
			with open(snake_case_				) as f:
						a__ :List[Any]						  =    f.read()
			with open(snake_case_				) as f:
						a__ :List[Any]						  =    f.read()
			assert extracted_file_content == expected_file_content


@pytest.mark.parametrize("default_extracted"	,  [True, False]				)
@pytest.mark.parametrize("default_cache_dir"	,  [True, False]				)
def 				lowerCamelCase__	(      a	:   str	,  a	:   List[Any]	,  a	:   Any	,  a	:   str	,  a	:   Tuple				)    ->	Dict:





			"""simple docstring"""
			a__ :Union[str, Any]						  =    """custom_cache"""
			a__ :Any						  =    """custom_extracted_dir"""
			a__ :Union[str, Any]						  =    tmp_path / """custom_extracted_path"""
			if default_extracted:
						a__ :int						  =    ("""downloads""" if default_cache_dir else custom_cache_dir, """extracted""")
			else:
						monkeypatch.setattr("datasets.config.EXTRACTED_DATASETS_DIR"	,  snake_case_				)
						monkeypatch.setattr("datasets.config.EXTRACTED_DATASETS_PATH"	,  str(snake_case_				)				)
						a__ :List[Any]						  =    custom_extracted_path.parts[-2:] if default_cache_dir else (custom_cache_dir, custom_extracted_dir)

			a__ :Dict						  =    xz_file
			a__ :Optional[int]						  =    (
			    DownloadConfig(extract_compressed_file=snake_case_				)
			    if default_cache_dir
			    else DownloadConfig(cache_dir=tmp_path / custom_cache_dir	,  extract_compressed_file=snake_case_				)
			)
			a__ :int						  =    cached_path(snake_case_	,  download_config=snake_case_				)
			assert Path(snake_case_				).parent.parts[-2:] == expected


def 				lowerCamelCase__	(      a	:   Dict				)    ->	Tuple:





			"""simple docstring"""
			# absolute path
			a__ :int						  =    str(Path(snake_case_				).resolve()				)
			assert cached_path(snake_case_				) == text_file
			# relative path
			a__ :str						  =    str(Path(snake_case_				).resolve().relative_to(Path(os.getcwd()				)				)				)
			assert cached_path(snake_case_				) == text_file


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





			"""simple docstring"""
			# absolute path
			a__ :Union[str, Any]						  =    str(tmp_path.resolve() / "__missing_file__.txt"				)
			with pytest.raises(snake_case_				):
						cached_path(snake_case_				)
			# relative path
			a__ :Tuple						  =    """./__missing_file__.txt"""
			with pytest.raises(snake_case_				):
						cached_path(snake_case_				)


def 				lowerCamelCase__	(      a	:   Dict				)    ->	List[str]:





			"""simple docstring"""
			a__ :List[str]						  =    get_from_cache(F'''tmp://{tmpfs_file}'''				)
			with open(snake_case_				) as f:
						a__ :int						  =    f.read()
			assert output_file_content == FILE_CONTENT


@patch("datasets.config.HF_DATASETS_OFFLINE"	,  snake_case_				)
def 				lowerCamelCase__	(      )    ->	Optional[int]:





			"""simple docstring"""
			with pytest.raises(snake_case_				):
						cached_path("https://huggingface.co"				)


@patch("datasets.config.HF_DATASETS_OFFLINE"	,  snake_case_				)
def 				lowerCamelCase__	(      a	:   Optional[int]				)    ->	str:





			"""simple docstring"""
			a__ :Any						  =    tmp_path_factory.mktemp("data"				) / """file.html"""
			with pytest.raises(snake_case_				):
						http_get("https://huggingface.co"	,  temp_file=snake_case_				)
			with pytest.raises(snake_case_				):
						http_head("https://huggingface.co"				)


@patch("datasets.config.HF_DATASETS_OFFLINE"	,  snake_case_				)
def 				lowerCamelCase__	(      a	:   List[Any]				)    ->	Tuple:





			"""simple docstring"""
			a__ :str						  =    tmp_path_factory.mktemp("data"				) / """file.html"""
			with pytest.raises(snake_case_				):
						ftp_get("ftp://huggingface.co"	,  temp_file=snake_case_				)
			with pytest.raises(snake_case_				):
						ftp_head("ftp://huggingface.co"				)







@patch("datasets.config.HF_DATASETS_OFFLINE"	,  snake_case_				)
def 				lowerCamelCase__	(      a	:   Union[str, Any]				)    ->	Dict:





			"""simple docstring"""
			a__ :Optional[int]						  =    tmp_path_factory.mktemp("data"				) / """file.html"""
			with pytest.raises(snake_case_				):
						fsspec_get("s3://huggingface.co"	,  temp_file=snake_case_				)
			with pytest.raises(snake_case_				):
						fsspec_head("s3://huggingface.co"				)






import importlib
import os
from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, Optional, Union

import torch

from ..utils import BaseOutput


snake_case__			 =						'''scheduler_config.json'''


class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     1
						lowerCamelCase_         =     2
						lowerCamelCase_         =     3
						lowerCamelCase_         =     4
						lowerCamelCase_         =     5
						lowerCamelCase_         =     6
						lowerCamelCase_         =     7
						lowerCamelCase_         =     8
						lowerCamelCase_         =     9
						lowerCamelCase_         =     10
						lowerCamelCase_         =     11
						lowerCamelCase_         =     12
						lowerCamelCase_         =     13
						lowerCamelCase_         =     14






@dataclass
class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     42






class 					lowerCAmelCase_ :
						lowerCamelCase_         =     SCHEDULER_CONFIG_NAME
						lowerCamelCase_         =     []
						lowerCamelCase_         =     True




						@classmethod
						def  _snake_case					(	cls						:   Union[str, Any]   ,     __A						:   Dict[str, Any] = None   ,     __A						:   Optional[str] = None   ,     __A						:   Optional[int]=False   ,     **__A						:   Union[str, Any]   ,     )      ->List[Any]:






									"""simple docstring"""






									a__  ,  a__  ,  a__ :List[Any]						  =    cls.load_config(
									    pretrained_model_name_or_path=__A   ,     subfolder=__A   ,     return_unused_kwargs=__A   ,     return_commit_hash=__A   ,     **__A   ,     )
									return cls.from_config(__A   ,     return_unused_kwargs=__A   ,     **__A						)




						def  _snake_case					(	self						:   str   ,     __A						:   Union[str, os.PathLike]   ,     __A						:   bool = False   ,     **__A						:   Optional[Any]						)      ->str:






									"""simple docstring"""






									self.save_config(save_directory=__A   ,     push_to_hub=__A   ,     **__A						)




						@property
						def  _snake_case					(	self						:   List[Any]						)      ->Dict:






									"""simple docstring"""






									return self._get_compatibles()






						@classmethod
						def  _snake_case					(	cls						:   Dict						)      ->int:






									"""simple docstring"""






									a__ :Optional[int]						  =    list(set([cls.__name__] + cls._compatibles						)						)
									a__ :Union[str, Any]						  =    importlib.import_module(__name__.split("."						)[0]						)
									a__ :Optional[int]						  =    [
									    getattr(__A   ,     __A						) for c in compatible_classes_str if hasattr(__A   ,     __A						)
									]
									return compatible_classes


