



"""simple docstring"""






import argparse
import os
import re

import packaging.version


__snake_case							:     Optional[Any]   =					'examples/'
__snake_case							:     str   =					{
    'examples': (re.compile(R'^check_min_version\("[^"]+"\)\s*$', re.MULTILINE), 'check_min_version("VERSION")\n'),
    'init': (re.compile(R'^__version__\s+=\s+"([^"]+)"\s*$', re.MULTILINE), '__version__ = "VERSION"\n'),
    'setup': (re.compile(R'^(\s*)version\s*=\s*"[^"]+",', re.MULTILINE), R'\1version="VERSION",'),
    'doc': (re.compile(R'^(\s*)release\s*=\s*"[^"]+"$', re.MULTILINE), 'release = "VERSION"\n'),
}
__snake_case							:     int   =					{
    'init': 'src/transformers/__init__.py',
    'setup': 'setup.py',
}
__snake_case							:     str   =					'README.md'


def     _lowercase       (						__snake_case      ,__snake_case      ,__snake_case			)		->     List[str]:
			with open(__snake_case      ,"r"      ,encoding="utf-8"      ,newline="\n"			) as f:
						__lowerCAmelCase   :						List[Any]				= f.read()
			__lowerCAmelCase		,			__lowerCAmelCase   :						List[Any]				= REPLACE_PATTERNS[pattern]
			__lowerCAmelCase   :						Dict				= replace.replace("VERSION"      ,__snake_case			)
			__lowerCAmelCase   :						List[str]				= re_pattern.sub(__snake_case      ,__snake_case			)
			with open(__snake_case      ,"w"      ,encoding="utf-8"      ,newline="\n"			) as f:
						f.write(__snake_case			)


def     _lowercase       (						__snake_case			)		->     Any:
			for folder, directories, fnames in os.walk(__snake_case			):
						# Removing some of the folders with non-actively maintained examples from the walk
						if "research_projects" in directories:
									directories.remove("research_projects"			)
						if "legacy" in directories:
									directories.remove("legacy"			)
						for fname in fnames:
									if fname.endswith(".py"			):
												update_version_in_file(os.path.join(__snake_case      ,__snake_case			)      ,__snake_case      ,pattern="examples"			)


def     _lowercase       (						__snake_case      ,__snake_case=False			)		->     List[str]:
			for pattern, fname in REPLACE_FILES.items():
						update_version_in_file(__snake_case      ,__snake_case      ,__snake_case			)
			if not patch:
						update_version_in_examples(__snake_case			)


def     _lowercase       (						)		->     str:
			__lowerCAmelCase   :						str				= "🤗 Transformers currently provides the following architectures"
			__lowerCAmelCase   :						Union[str, Any]				= "1. Want to contribute a new model?"
			with open(__snake_case      ,"r"      ,encoding="utf-8"      ,newline="\n"			) as f:
						__lowerCAmelCase   :						str				= f.readlines()

			# Find the start of the list.
			__lowerCAmelCase   :						Union[str, Any]				= 0
			while not lines[start_index].startswith(_start_prompt			):
						start_index += 1
			start_index += 1

			__lowerCAmelCase   :						Optional[int]				= start_index
			# Update the lines in the model list.
			while not lines[index].startswith(_end_prompt			):
						if lines[index].startswith("1."			):
									__lowerCAmelCase   :						str				= lines[index].replace(
									    "https://huggingface.co/docs/transformers/main/model_doc"      ,"https://huggingface.co/docs/transformers/model_doc"      ,)
						index += 1

			with open(__snake_case      ,"w"      ,encoding="utf-8"      ,newline="\n"			) as f:
						f.writelines(__snake_case			)


def     _lowercase       (						)		->     Optional[int]:
			with open(REPLACE_FILES["init"]      ,"r"			) as f:
						__lowerCAmelCase   :						Optional[int]				= f.read()
			__lowerCAmelCase   :						Any				= REPLACE_PATTERNS["init"][0].search(__snake_case			).groups()[0]
			return packaging.version.parse(__snake_case			)


def     _lowercase       (						__snake_case=False			)		->     Optional[Any]:
			__lowerCAmelCase   :						List[str]				= get_version()
			if patch and default_version.is_devrelease:
						raise ValueError("Can't create a patch version from the dev branch, checkout a released version!"			)
			if default_version.is_devrelease:
						__lowerCAmelCase   :						Dict				= default_version.base_version
			elif patch:
						__lowerCAmelCase   :						Any				= F"""{default_version.major}.{default_version.minor}.{default_version.micro + 1}"""
			else:
						__lowerCAmelCase   :						Dict				= F"""{default_version.major}.{default_version.minor + 1}.0"""

			# Now let's ask nicely if that's the right one.
			__lowerCAmelCase   :						Optional[int]				= input(F"""Which version are you releasing? [{default_version}]"""			)
			if len(__snake_case			) == 0:
						__lowerCAmelCase   :						Any				= default_version

			print(F"""Updating version to {version}."""			)
			global_version_update(__snake_case      ,patch=__snake_case			)
			if not patch:
						print("Cleaning main README, don't forget to run `make fix-copies`."			)
						clean_main_ref_in_model_list()


def     _lowercase       (						)		->     str:
			__lowerCAmelCase   :						str				= get_version()
			__lowerCAmelCase   :						Tuple				= F"""{current_version.major}.{current_version.minor + 1}.0.dev0"""
			__lowerCAmelCase   :						Optional[Any]				= current_version.base_version

			# Check with the user we got that right.
			__lowerCAmelCase   :						Optional[int]				= input(F"""Which version are we developing now? [{dev_version}]"""			)
			if len(__snake_case			) == 0:
						__lowerCAmelCase   :						Optional[Any]				= dev_version

			print(F"""Updating version to {version}."""			)
			global_version_update(__snake_case			)
			print("Cleaning main README, don't forget to run `make fix-copies`."			)
			clean_main_ref_in_model_list()


if __name__ == "__main__":
	__snake_case							:     int   =					argparse.ArgumentParser()
	parser.add_argument('--post_release', action='store_true', help='Whether this is pre or post release.')
	parser.add_argument('--patch', action='store_true', help='Whether or not this is a patch release.')
	__snake_case							:     Optional[int]   =					parser.parse_args()
	if not args.post_release:
		pre_release_work(patch=args.patch)
	elif args.patch:
		print('Nothing to do after a patch :-)')
	else:
		post_release_work()




"""simple docstring"""






import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


__snake_case							:     str   =					pytest.mark.integration


@pytest.mark.parametrize("path"      ,["paws", "csv"]			)
def     _lowercase       (						__snake_case      ,__snake_case			)		->     Any:
			inspect_dataset(__snake_case      ,__snake_case			)
			__lowerCAmelCase   :						str				= path + ".py"
			assert script_name in os.listdir(__snake_case			)
			assert "__pycache__" not in os.listdir(__snake_case			)


@pytest.mark.filterwarnings("ignore:inspect_metric is deprecated:FutureWarning"			)
@pytest.mark.filterwarnings("ignore:metric_module_factory is deprecated:FutureWarning"			)
@pytest.mark.parametrize("path"      ,["accuracy"]			)
def     _lowercase       (						__snake_case      ,__snake_case			)		->     int:
			inspect_metric(__snake_case      ,__snake_case			)
			__lowerCAmelCase   :						str				= path + ".py"
			assert script_name in os.listdir(__snake_case			)
			assert "__pycache__" not in os.listdir(__snake_case			)


@pytest.mark.parametrize(
    "path, config_name, expected_splits"      ,[
        ("squad", "plain_text", ["train", "validation"]),
        ("dalle-mini/wit", "dalle-mini--wit", ["train"]),
        ("paws", "labeled_final", ["train", "test", "validation"]),
    ]      ,)
def     _lowercase       (						__snake_case      ,__snake_case      ,__snake_case			)		->     Optional[int]:
			__lowerCAmelCase   :						str				= get_dataset_config_info(__snake_case      ,config_name=__snake_case			)
			assert info.config_name == config_name
			assert list(info.splits.keys()			) == expected_splits


@pytest.mark.parametrize(
    "path, config_name, expected_exception"      ,[
        ("paws", None, ValueError),
    ]      ,)
def     _lowercase       (						__snake_case      ,__snake_case      ,__snake_case			)		->     List[str]:
			with pytest.raises(__snake_case			):
						get_dataset_config_info(__snake_case      ,config_name=__snake_case			)


@pytest.mark.parametrize(
    "path, expected"      ,[
        ("squad", "plain_text"),
        ("acronym_identification", "default"),
        ("lhoestq/squad", "plain_text"),
        ("lhoestq/test", "default"),
        ("lhoestq/demo1", "lhoestq--demo1"),
        ("dalle-mini/wit", "dalle-mini--wit"),
    ]      ,)
def     _lowercase       (						__snake_case      ,__snake_case			)		->     int:
			__lowerCAmelCase   :						Dict				= get_dataset_config_names(__snake_case			)
			assert expected in config_names


@pytest.mark.parametrize(
    "path, expected_configs, expected_splits_in_first_config"      ,[
        ("squad", ["plain_text"], ["train", "validation"]),
        ("dalle-mini/wit", ["dalle-mini--wit"], ["train"]),
        ("paws", ["labeled_final", "labeled_swap", "unlabeled_final"], ["train", "test", "validation"]),
    ]      ,)
def     _lowercase       (						__snake_case      ,__snake_case      ,__snake_case			)		->     Optional[Any]:
			__lowerCAmelCase   :						List[Any]				= get_dataset_infos(__snake_case			)
			assert list(infos.keys()			) == expected_configs
			__lowerCAmelCase   :						List[Any]				= expected_configs[0]
			assert expected_config in infos
			__lowerCAmelCase   :						Tuple				= infos[expected_config]
			assert info.config_name == expected_config
			assert list(info.splits.keys()			) == expected_splits_in_first_config


@pytest.mark.parametrize(
    "path, expected_config, expected_splits"      ,[
        ("squad", "plain_text", ["train", "validation"]),
        ("dalle-mini/wit", "dalle-mini--wit", ["train"]),
        ("paws", "labeled_final", ["train", "test", "validation"]),
    ]      ,)
def     _lowercase       (						__snake_case      ,__snake_case      ,__snake_case			)		->     Union[str, Any]:
			__lowerCAmelCase   :						Tuple				= get_dataset_infos(__snake_case			)
			assert expected_config in infos
			__lowerCAmelCase   :						int				= infos[expected_config]
			assert info.config_name == expected_config
			assert list(info.splits.keys()			) == expected_splits





@pytest.mark.parametrize(
    "path, config_name, expected_exception"      ,[
        ("paws", None, ValueError),
    ]      ,)
def     _lowercase       (						__snake_case      ,__snake_case      ,__snake_case			)		->     Any:
			with pytest.raises(__snake_case			):
						get_dataset_split_names(__snake_case      ,config_name=__snake_case			)