



"""simple docstring"""







import argparse
import os
import re


A		=						'src/transformers'

# Pattern that looks at the indentation in a line.
A		=						re.compile(R'^(\s*)\S')
# Pattern that matches `"key":" and puts `key` in group 0.
A		=						re.compile(R'^\s*"([^"]+)":')
# Pattern that matches `_import_structure["key"]` and puts `key` in group 0.
A		=						re.compile(R'^\s*_import_structure\["([^"]+)"\]')
# Pattern that matches `"key",` and puts `key` in group 0.
A		=						re.compile(R'^\s*"([^"]+)",\s*$')
# Pattern that matches any `[stuff]` and puts `stuff` in group 0.
A		=						re.compile(R'\[([^\]]+)\]')

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							int ):
						"""simple docstring"""






						snake_case   :			List[Any]						    = _re_indent.search(lowerCamelCase_ )
						return "" if search is None else search.groups()[0]

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							List[str]     ,		lowerCamelCase_:							Optional[int]=""     ,		lowerCamelCase_:							Optional[int]=None     ,		lowerCamelCase_:							Optional[int]=None ):
						"""simple docstring"""






						snake_case   :			Optional[Any]						    = 0
						snake_case   :			Any						    = code.split("\n" )
						if start_prompt is not None:
												while not lines[index].startswith(lowerCamelCase_ ):
																		index += 1
												snake_case   :			str						    = ["\n".join(lines[:index] )]
						else:
												snake_case   :			Optional[Any]						    = []

						# We split into blocks until we get to the `end_prompt` (or the end of the block).
						snake_case   :			Tuple						    = [lines[index]]
						index += 1
						while index < len(lowerCamelCase_ ) and (end_prompt is None or not lines[index].startswith(lowerCamelCase_ )):
												if len(lines[index] ) > 0 and get_indent(lines[index] ) == indent_level:
																		if len(lowerCamelCase_ ) > 0 and get_indent(current_block[-1] ).startswith(indent_level + " " ):
																								current_block.append(lines[index] )
																								blocks.append("\n".join(lowerCamelCase_ ) )
																								if index < len(lowerCamelCase_ ) - 1:
																														snake_case   :			int						    = [lines[index + 1]]
																														index += 1
																								else:
																														snake_case   :			List[Any]						    = []
																		else:
																								blocks.append("\n".join(lowerCamelCase_ ) )
																								snake_case   :			int						    = [lines[index]]
												else:
																		current_block.append(lines[index] )
												index += 1

						# Adds current block if it's nonempty.
						if len(lowerCamelCase_ ) > 0:
												blocks.append("\n".join(lowerCamelCase_ ) )

						# Add final block after end_prompt if provided.
						if end_prompt is not None and index < len(lowerCamelCase_ ):
												blocks.append("\n".join(lines[index:] ) )

						return blocks

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							Optional[int] ):
						"""simple docstring"""






						def _inner(lowerCamelCase_:							Any ):
												return key(lowerCamelCase_ ).lower().replace("_"     ,		"" )

						return _inner

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							List[str]     ,		lowerCamelCase_:							Union[str, Any]=None ):
						"""simple docstring"""






						def noop(lowerCamelCase_:							Any ):
												return x

						if key is None:
												snake_case   :			Union[str, Any]						    = noop
						# Constants are all uppercase, they go first.
						snake_case   :			int						    = [obj for obj in objects if key(lowerCamelCase_ ).isupper()]
						# Classes are not all uppercase but start with a capital, they go second.
						snake_case   :			Dict						    = [obj for obj in objects if key(lowerCamelCase_ )[0].isupper() and not key(lowerCamelCase_ ).isupper()]
						# Functions begin with a lowercase, they go last.
						snake_case   :			Dict						    = [obj for obj in objects if not key(lowerCamelCase_ )[0].isupper()]

						snake_case   :			Any						    = ignore_underscore(lowerCamelCase_ )
						return sorted(lowerCamelCase_     ,		key=lowerCamelCase_ ) + sorted(lowerCamelCase_     ,		key=lowerCamelCase_ ) + sorted(lowerCamelCase_     ,		key=lowerCamelCase_ )

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							Any ):
						"""simple docstring"""






						def _replace(lowerCamelCase_:							Tuple ):
												snake_case   :			Optional[int]						    = match.groups()[0]
												if "," not in imports:
																		return f'''[{imports}]'''
												snake_case   :			str						    = [part.strip().replace("\""     ,		"" ) for part in imports.split("," )]
												# We will have a final empty element if the line finished with a comma.
												if len(keys[-1] ) == 0:
																		snake_case   :			Optional[int]						    = keys[:-1]
												return "[" + ", ".join([f'''"{k}"''' for k in sort_objects(lowerCamelCase_ )] ) + "]"

						snake_case   :			List[str]						    = import_statement.split("\n" )
						if len(lowerCamelCase_ ) > 3:
												# Here we have to sort internal imports that are on several lines (one per name):
												# key: [
												#     "object1",
												#     "object2",
												#     ...
												# ]

												# We may have to ignore one or two lines on each side.
												snake_case   :			Optional[Any]						    = 2 if lines[1].strip() == "[" else 1
												snake_case   :			Optional[int]						    = [(i, _re_strip_line.search(lowerCamelCase_ ).groups()[0]) for i, line in enumerate(lines[idx:-idx] )]
												snake_case   :			Any						    = sort_objects(lowerCamelCase_     ,		key=lambda lowerCamelCase_ : x[1] )
												snake_case   :			Optional[int]						    = [lines[x[0] + idx] for x in sorted_indices]
												return "\n".join(lines[:idx] + sorted_lines + lines[-idx:] )
						elif len(lowerCamelCase_ ) == 3:
												# Here we have to sort internal imports that are on one separate line:
												# key: [
												#     "object1", "object2", ...
												# ]
												if _re_bracket_content.search(lines[1] ) is not None:
																		snake_case   :			Any						    = _re_bracket_content.sub(_replace     ,		lines[1] )
												else:
																		snake_case   :			List[Any]						    = [part.strip().replace("\""     ,		"" ) for part in lines[1].split("," )]
																		# We will have a final empty element if the line finished with a comma.
																		if len(keys[-1] ) == 0:
																								snake_case   :			Optional[Any]						    = keys[:-1]
																		snake_case   :			List[str]						    = get_indent(lines[1] ) + ", ".join([f'''"{k}"''' for k in sort_objects(lowerCamelCase_ )] )
												return "\n".join(lowerCamelCase_ )
						else:
												# Finally we have to deal with imports fitting on one line
												snake_case   :			List[str]						    = _re_bracket_content.sub(_replace     ,		lowerCamelCase_ )
												return import_statement

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							List[str]     ,		lowerCamelCase_:							List[Any]=True ):
						"""simple docstring"""






						with open(lowerCamelCase_     ,		encoding="utf-8" ) as f:
												snake_case   :			int						    = f.read()

						if "_import_structure" not in code:
												return

						# Blocks of indent level 0
						snake_case   :			str						    = split_code_in_indented_blocks(
						    lowerCamelCase_     ,		start_prompt="_import_structure = {"     ,		end_prompt="if TYPE_CHECKING:" )

						# We ignore block 0 (everything untils start_prompt) and the last block (everything after end_prompt).
						for block_idx in range(1     ,		len(lowerCamelCase_ ) - 1 ):
												# Check if the block contains some `_import_structure`s thingy to sort.
												snake_case   :			int						    = main_blocks[block_idx]
												snake_case   :			Optional[int]						    = block.split("\n" )

												# Get to the start of the imports.
												snake_case   :			Union[str, Any]						    = 0
												while line_idx < len(lowerCamelCase_ ) and "_import_structure" not in block_lines[line_idx]:
																		# Skip dummy import blocks
																		if "import dummy" in block_lines[line_idx]:
																								snake_case   :			str						    = len(lowerCamelCase_ )
																		else:
																								line_idx += 1
												if line_idx >= len(lowerCamelCase_ ):
																		continue

												# Ignore beginning and last line: they don't contain anything.
												snake_case   :			str						    = "\n".join(block_lines[line_idx:-1] )
												snake_case   :			Union[str, Any]						    = get_indent(block_lines[1] )
												# Slit the internal block into blocks of indent level 1.
												snake_case   :			List[Any]						    = split_code_in_indented_blocks(lowerCamelCase_     ,		indent_level=lowerCamelCase_ )
												# We have two categories of import key: list or _import_structure[key].append/extend
												snake_case   :			int						    = _re_direct_key if "_import_structure = {" in block_lines[0] else _re_indirect_key
												# Grab the keys, but there is a trap: some lines are empty or just comments.
												snake_case   :			int						    = [(pattern.search(lowerCamelCase_ ).groups()[0] if pattern.search(lowerCamelCase_ ) is not None else None) for b in internal_blocks]
												# We only sort the lines with a key.
												snake_case   :			List[str]						    = [(i, key) for i, key in enumerate(lowerCamelCase_ ) if key is not None]
												snake_case   :			int						    = [x[0] for x in sorted(lowerCamelCase_     ,		key=lambda lowerCamelCase_ : x[1] )]

												# We reorder the blocks by leaving empty lines/comments as they were and reorder the rest.
												snake_case   :			Optional[Any]						    = 0
												snake_case   :			Union[str, Any]						    = []
												for i in range(len(lowerCamelCase_ ) ):
																		if keys[i] is None:
																								reorderded_blocks.append(internal_blocks[i] )
																		else:
																								snake_case   :			List[str]						    = sort_objects_in_import(internal_blocks[sorted_indices[count]] )
																								reorderded_blocks.append(lowerCamelCase_ )
																								count += 1

        # And we put our main block back together with its first and last line.
												snake_case   :			Optional[int]						    = "\n".join(block_lines[:line_idx] + reorderded_blocks + [block_lines[-1]] )

						if code != "\n".join(lowerCamelCase_ ):
												if check_only:
																		return True
												else:
																		print(f'''Overwriting {file}.''' )
																		with open(lowerCamelCase_     ,		"w"     ,		encoding="utf-8" ) as f:
																								f.write("\n".join(lowerCamelCase_ ) )

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							int=True ):
						"""simple docstring"""






						snake_case   :			Optional[Any]						    = []
						for root, _, files in os.walk(lowerCamelCase_ ):
												if "__init__.py" in files:
																		snake_case   :			List[str]						    = sort_imports(os.path.join(lowerCamelCase_     ,		"__init__.py" )     ,		check_only=lowerCamelCase_ )
																		if result:
																								snake_case   :			Any						    = [os.path.join(lowerCamelCase_     ,		"__init__.py" )]
						if len(lowerCamelCase_ ) > 0:
												raise ValueError(f'''Would overwrite {len(lowerCamelCase_ )} files, run `make style`.''' )


if __name__ == "__main__":
			A		=						argparse.ArgumentParser()
			parser.add_argument('--check_only', action='store_true', help='Whether to only check or fix style.')
			A		=						parser.parse_args()

			sort_imports_in_all_inits(check_only=args.check_only)








"""simple docstring"""







import argparse
import json
import os
import time
import zipfile

from get_ci_error_statistics import download_artifact, get_artifacts_links

from transformers import logging


A		=						logging.get_logger(__name__)

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							Optional[int]     ,		lowerCamelCase_:							List[Any] ):
						"""simple docstring"""






						snake_case   :			Optional[Any]						    = set()
						snake_case   :			Optional[int]						    = []

						def parse_line(lowerCamelCase_:							Union[str, Any] ):
												for line in fp:
																		if isinstance(lowerCamelCase_     ,		lowerCamelCase_ ):
																								snake_case   :			Optional[Any]						    = line.decode("UTF-8" )
																		if "warnings summary (final)" in line:
																								continue
																		# This means we are outside the body of a warning
																		elif not line.startswith(" " ):
																								# process a single warning and move it to `selected_warnings`.
																								if len(lowerCamelCase_ ) > 0:
																														snake_case   :			str						    = "\n".join(lowerCamelCase_ )
																														# Only keep the warnings specified in `targets`
																														if any(f''': {x}: ''' in warning for x in targets ):
																																				selected_warnings.add(lowerCamelCase_ )
																														buffer.clear()
																								continue
																		else:
																								snake_case   :			Dict						    = line.strip()
																								buffer.append(lowerCamelCase_ )

						if from_gh:
												for filename in os.listdir(lowerCamelCase_ ):
																		snake_case   :			Tuple						    = os.path.join(lowerCamelCase_     ,		lowerCamelCase_ )
																		if not os.path.isdir(lowerCamelCase_ ):
																								# read the file
																								if filename != "warnings.txt":
																														continue
																								with open(lowerCamelCase_ ) as fp:
																														parse_line(lowerCamelCase_ )
						else:
												try:
																		with zipfile.ZipFile(lowerCamelCase_ ) as z:
																								for filename in z.namelist():
																														if not os.path.isdir(lowerCamelCase_ ):
																																				# read the file
																																				if filename != "warnings.txt":
																																										continue
																																				with z.open(lowerCamelCase_ ) as fp:
																																										parse_line(lowerCamelCase_ )
												except Exception:
																		logger.warning(
																		    f'''{artifact_path} is either an invalid zip file or something else wrong. This file is skipped.''' )

						return selected_warnings

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							Union[str, Any]     ,		lowerCamelCase_:							Any ):
						"""simple docstring"""






						snake_case   :			Dict						    = set()

						snake_case   :			str						    = [os.path.join(lowerCamelCase_     ,		lowerCamelCase_ ) for p in os.listdir(lowerCamelCase_ ) if (p.endswith(".zip" ) or from_gh)]
						for p in paths:
												selected_warnings.update(extract_warnings_from_single_artifact(lowerCamelCase_     ,		lowerCamelCase_ ) )

						return selected_warnings


if __name__ == "__main__":

			def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							Dict ):
									"""simple docstring"""






									return values.split("," )

			A		=						argparse.ArgumentParser()
			# Required parameters
			parser.add_argument('--workflow_run_id', type=str, required=True, help='A GitHub Actions workflow run id.')
			parser.add_argument(
			    '--output_dir',
			    type=str,
			    required=True,
			    help='Where to store the downloaded artifacts and other result files.',
			)
			parser.add_argument('--token', default=None, type=str, help='A token that has actions:read permission.')
			# optional parameters
			parser.add_argument(
			    '--targets',
			    default='DeprecationWarning,UserWarning,FutureWarning',
			    type=list_str,
			    help='Comma-separated list of target warning(s) which we want to extract.',
			)
			parser.add_argument(
			    '--from_gh',
			    action='store_true',
			    help='If running from a GitHub action workflow and collecting warnings from its artifacts.',
			)

			A		=						parser.parse_args()

			A		=						args.from_gh
			if from_gh:
						# The artifacts have to be downloaded using `actions/download-artifact@v3`
						pass
			else:
						os.makedirs(args.output_dir, exist_ok=True)

						# get download links
						A		=						get_artifacts_links(args.workflow_run_id, token=args.token)
						with open(os.path.join(args.output_dir, 'artifacts.json'), 'w', encoding='UTF-8') as fp:
									json.dump(artifacts, fp, ensure_ascii=False, indent=4)

						# download artifacts
						for idx, (name, url) in enumerate(artifacts.items()):
									print(name)
									print(url)
									print('=' * 8_0)
									download_artifact(name, url, args.output_dir, args.token)
									# Be gentle to GitHub
									time.sleep(1)

    # extract warnings from artifacts
			A		=						extract_warnings(args.output_dir, args.targets)
			A		=						sorted(selected_warnings)
			with open(os.path.join(args.output_dir, 'selected_warnings.json'), 'w', encoding='UTF-8') as fp:
						json.dump(selected_warnings, fp, ensure_ascii=False, indent=4)



