
"""simple docstring"""
import argparse
import glob
import importlib.util
import os
import re

import black
from doc_builder.style_doc import style_docstrings_in_code


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_copies.py
lowercase_       :						Optional[int]     					=	'''src/diffusers'''
lowercase_       :						int     					=	'''.'''


# This is to make sure the diffusers module imported is the one in the repo.
lowercase_       :						List[Any]     					=	importlib.util.spec_from_file_location(
    '''diffusers''',
    os.path.join(DIFFUSERS_PATH, '''__init__.py'''),
    submodule_search_locations=[DIFFUSERS_PATH],
)
lowercase_       :						Dict     					=	spec.loader.load_module()





def    _lowerCAmelCase    (     lowerCamelCase__							:							Any,						lowerCamelCase__							:							Dict				)  ->    Dict:
  return line.startswith(lowerCamelCase__				) or len(lowerCamelCase__				) <= 1 or re.search(R"^\s*\)(\s*->.*:|:)\s*$",						lowerCamelCase__				) is not None





def    _lowerCAmelCase    (     lowerCamelCase__							:							int				)  ->    Optional[int]:
  _SCREAMING_SNAKE_CASE   :				int							    = object_name.split("."				)
  _SCREAMING_SNAKE_CASE   :				str							    = 0

  # First let's find the module where our object lives.
  _SCREAMING_SNAKE_CASE   :				str							    = parts[i]
  while i < len(lowerCamelCase__				) and not os.path.isfile(os.path.join(lowerCamelCase__,						f'''{module}.py'''				)				):
    i += 1
    if i < len(lowerCamelCase__				):
      _SCREAMING_SNAKE_CASE   :				str							    = os.path.join(lowerCamelCase__,						parts[i]				)
  if i >= len(lowerCamelCase__				):
    raise ValueError(f'''`object_name` should begin with the name of a module of diffusers but got {object_name}.'''				)

  with open(os.path.join(lowerCamelCase__,						f'''{module}.py'''				),						"r",						encoding="utf-8",						newline="\n"				) as f:
    _SCREAMING_SNAKE_CASE   :				Any							    = f.readlines()

  # Now let's find the class / func in the code!
  _SCREAMING_SNAKE_CASE   :				Tuple							    = ""
  _SCREAMING_SNAKE_CASE   :				Optional[int]							    = 0
  for name in parts[i + 1 :]:
    while (
        line_index < len(lowerCamelCase__				) and re.search(Rf'''^{indent}(class|def)\s+{name}(\(|\:)''',						lines[line_index]				) is None
    ):
      line_index += 1
    indent += "    "
    line_index += 1

  if line_index >= len(lowerCamelCase__				):
    raise ValueError(f''' {object_name} does not match any function or class in {module}.'''				)

  # We found the beginning of the class / func, now let's find the end (when the indent diminishes).
  _SCREAMING_SNAKE_CASE   :				Optional[Any]							    = line_index
  while line_index < len(lowerCamelCase__				) and _should_continue(lines[line_index],						lowerCamelCase__				):
    line_index += 1
  # Clean up empty lines at the end (if any).
  while len(lines[line_index - 1]				) <= 1:
    line_index -= 1

  _SCREAMING_SNAKE_CASE   :				Union[str, Any]							    = lines[start_index:line_index]
  return "".join(lowerCamelCase__				)


lowercase_       :						Optional[int]     					=	re.compile(R'''^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)''')
lowercase_       :						Dict     					=	re.compile(R'''^\s*(\S+)->(\S+)(\s+.*|$)''')
lowercase_       :						Optional[int]     					=	re.compile(R'''<FILL\s+[^>]*>''')





def    _lowerCAmelCase    (     lowerCamelCase__							:							List[str]				)  ->    Dict:
  _SCREAMING_SNAKE_CASE   :				Tuple							    = code.split("\n"				)
  _SCREAMING_SNAKE_CASE   :				List[str]							    = 0
  while idx < len(lowerCamelCase__				) and len(lines[idx]				) == 0:
    idx += 1
  if idx < len(lowerCamelCase__				):
    return re.search(R"^(\s*)\S",						lines[idx]				).groups()[0]
  return ""





def    _lowerCAmelCase    (     lowerCamelCase__							:							Any				)  ->    Optional[int]:
  _SCREAMING_SNAKE_CASE   :				int							    = len(get_indent(lowerCamelCase__				)				) > 0
  if has_indent:
    _SCREAMING_SNAKE_CASE   :				List[Any]							    = f'''class Bla:\n{code}'''
  _SCREAMING_SNAKE_CASE   :				Union[str, Any]							    = black.Mode(target_versions={black.TargetVersion.PYaa},						line_length=1_1_9,						preview=lowerCamelCase__				)
  _SCREAMING_SNAKE_CASE   :				Dict							    = black.format_str(lowerCamelCase__,						mode=lowerCamelCase__				)
  _SCREAMING_SNAKE_CASE    ,		_SCREAMING_SNAKE_CASE   :				Any							    = style_docstrings_in_code(lowerCamelCase__				)
  return result[len("class Bla:\n"				) :] if has_indent else result





def    _lowerCAmelCase    (     lowerCamelCase__							:							Any,						lowerCamelCase__							:							int=False				)  ->    List[str]:
  with open(lowerCamelCase__,						"r",						encoding="utf-8",						newline="\n"				) as f:
    _SCREAMING_SNAKE_CASE   :				str							    = f.readlines()
  _SCREAMING_SNAKE_CASE   :				str							    = []
  _SCREAMING_SNAKE_CASE   :				int							    = 0
  # Not a for loop cause `lines` is going to change (if `overwrite=True`).
  while line_index < len(lowerCamelCase__				):
    _SCREAMING_SNAKE_CASE   :				int							    = _re_copy_warning.search(lines[line_index]				)
    if search is None:
      line_index += 1
      continue

    # There is some copied code here, let's retrieve the original.
    _SCREAMING_SNAKE_CASE    ,		_SCREAMING_SNAKE_CASE    ,		_SCREAMING_SNAKE_CASE   :				Union[str, Any]							    = search.groups()
    _SCREAMING_SNAKE_CASE   :				List[str]							    = find_code_in_diffusers(lowerCamelCase__				)
    _SCREAMING_SNAKE_CASE   :				List[str]							    = get_indent(lowerCamelCase__				)

    _SCREAMING_SNAKE_CASE   :				List[Any]							    = line_index + 1 if indent == theoretical_indent else line_index + 2
    _SCREAMING_SNAKE_CASE   :				List[str]							    = theoretical_indent
    _SCREAMING_SNAKE_CASE   :				int							    = start_index

    # Loop to check the observed code, stop when indentation diminishes or if we see a End copy comment.
    _SCREAMING_SNAKE_CASE   :				Any							    = True
    while line_index < len(lowerCamelCase__				) and should_continue:
      line_index += 1
      if line_index >= len(lowerCamelCase__				):
        break
      _SCREAMING_SNAKE_CASE   :				Union[str, Any]							    = lines[line_index]
      _SCREAMING_SNAKE_CASE   :				List[Any]							    = _should_continue(lowerCamelCase__,						lowerCamelCase__				) and re.search(f'''^{indent}# End copy''',						lowerCamelCase__				) is None
    # Clean up empty lines at the end (if any).
    while len(lines[line_index - 1]				) <= 1:
      line_index -= 1

    _SCREAMING_SNAKE_CASE   :				Any							    = lines[start_index:line_index]
    _SCREAMING_SNAKE_CASE   :				int							    = "".join(lowerCamelCase__				)

    # Remove any nested `Copied from` comments to avoid circular copies
    _SCREAMING_SNAKE_CASE   :				Optional[int]							    = [line for line in theoretical_code.split("\n"				) if _re_copy_warning.search(lowerCamelCase__				) is None]
    _SCREAMING_SNAKE_CASE   :				List[Any]							    = "\n".join(lowerCamelCase__				)

    # Before comparing, use the `replace_pattern` on the original code.
    if len(lowerCamelCase__				) > 0:
      _SCREAMING_SNAKE_CASE   :				Any							    = replace_pattern.replace("with",						""				).split(","				)
      _SCREAMING_SNAKE_CASE   :				int							    = [_re_replace_pattern.search(lowerCamelCase__				) for p in patterns]
      for pattern in patterns:
        if pattern is None:
          continue
        _SCREAMING_SNAKE_CASE    ,		_SCREAMING_SNAKE_CASE    ,		_SCREAMING_SNAKE_CASE   :				Dict							    = pattern.groups()
        _SCREAMING_SNAKE_CASE   :				Optional[int]							    = re.sub(lowerCamelCase__,						lowerCamelCase__,						lowerCamelCase__				)
        if option.strip() == "all-casing":
          _SCREAMING_SNAKE_CASE   :				str							    = re.sub(obja.lower(),						obja.lower(),						lowerCamelCase__				)
          _SCREAMING_SNAKE_CASE   :				Union[str, Any]							    = re.sub(obja.upper(),						obja.upper(),						lowerCamelCase__				)

            # Blackify after replacement. To be able to do that, we need the header (class or function definition)
            # from the previous line
      _SCREAMING_SNAKE_CASE   :				List[Any]							    = blackify(lines[start_index - 1] + theoretical_code				)
      _SCREAMING_SNAKE_CASE   :				Tuple							    = theoretical_code[len(lines[start_index - 1]				) :]

    # Test for a diff and act accordingly.
    if observed_code != theoretical_code:
      diffs.append([object_name, start_index]				)
      if overwrite:
        _SCREAMING_SNAKE_CASE   :				Optional[Any]							    = lines[:start_index] + [theoretical_code] + lines[line_index:]
        _SCREAMING_SNAKE_CASE   :				Optional[int]							    = start_index + 1

  if overwrite and len(lowerCamelCase__				) > 0:
    # Warn the user a file has been modified.
    print(f'''Detected changes, rewriting {filename}.'''				)
    with open(lowerCamelCase__,						"w",						encoding="utf-8",						newline="\n"				) as f:
      f.writelines(lowerCamelCase__				)
  return diffs





def    _lowerCAmelCase    (     lowerCamelCase__							:							bool = False				)  ->    Any:
  _SCREAMING_SNAKE_CASE   :				Optional[int]							    = glob.glob(os.path.join(lowerCamelCase__,						"**/*.py"				),						recursive=lowerCamelCase__				)
  _SCREAMING_SNAKE_CASE   :				Optional[int]							    = []
  for filename in all_files:
    _SCREAMING_SNAKE_CASE   :				int							    = is_copy_consistent(lowerCamelCase__,						lowerCamelCase__				)
    diffs += [f'''- {filename}: copy does not match {d[0]} at line {d[1]}''' for d in new_diffs]
  if not overwrite and len(lowerCamelCase__				) > 0:
    _SCREAMING_SNAKE_CASE   :				Tuple							    = "\n".join(lowerCamelCase__				)
    raise Exception(
        "Found the following copy inconsistencies:\n"
        + diff
        + "\nRun `make fix-copies` or `python utils/check_copies.py --fix_and_overwrite` to fix them."				)


if __name__ == "__main__":
      lowercase_       :						int     					=	argparse.ArgumentParser()
      parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
      lowercase_       :						List[Any]     					=	parser.parse_args()

      check_copies(args.fix_and_overwrite)





"""simple docstring"""
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import argparse

from ...utils.dataclasses import (
    ComputeEnvironment,
    DistributedType,
    DynamoBackend,
    PrecisionType,
    SageMakerDistributedType,
)
from ..menu import BulletMenu


lowercase_       :						Tuple     					=	[
    '''EAGER''',
    '''AOT_EAGER''',
    '''INDUCTOR''',
    '''NVFUSER''',
    '''AOT_NVFUSER''',
    '''AOT_CUDAGRAPHS''',
    '''OFI''',
    '''FX2TRT''',
    '''ONNXRT''',
    '''IPEX''',
]





def    _lowerCAmelCase    (     lowerCamelCase__							:							Dict,						lowerCamelCase__							:							int=None,						lowerCamelCase__							:							Any=None,						lowerCamelCase__							:							Any=None				)  ->    Tuple:
  _SCREAMING_SNAKE_CASE   :				List[Any]							    = True
  while ask_again:
    _SCREAMING_SNAKE_CASE   :				List[str]							    = input(lowerCamelCase__				)
    try:
      if default is not None and len(lowerCamelCase__				) == 0:
        return default
      return convert_value(lowerCamelCase__				) if convert_value is not None else result
    except Exception:
      if error_message is not None:
        print(lowerCamelCase__				)





def    _lowerCAmelCase    (     lowerCamelCase__							:							Any,						lowerCamelCase__							:							Dict=[],						lowerCamelCase__							:							Optional[int]=None,						lowerCamelCase__							:							str=0				)  ->    str:
  _SCREAMING_SNAKE_CASE   :				int							    = BulletMenu(lowerCamelCase__,						lowerCamelCase__				)
  _SCREAMING_SNAKE_CASE   :				str							    = menu.run(default_choice=lowerCamelCase__				)
  return convert_value(lowerCamelCase__				) if convert_value is not None else result





def    _lowerCAmelCase    (     lowerCamelCase__							:							Optional[int]				)  ->    Optional[int]:
  _SCREAMING_SNAKE_CASE   :				str							    = int(lowerCamelCase__				)
  return ComputeEnvironment(["LOCAL_MACHINE", "AMAZON_SAGEMAKER"][value]				)





def    _lowerCAmelCase    (     lowerCamelCase__							:							str				)  ->    List[Any]:
  _SCREAMING_SNAKE_CASE   :				str							    = int(lowerCamelCase__				)
  return DistributedType(["NO", "MULTI_CPU", "MULTI_XPU", "MULTI_GPU", "MULTI_NPU", "TPU"][value]				)





def    _lowerCAmelCase    (     lowerCamelCase__							:							Optional[Any]				)  ->    List[Any]:
  _SCREAMING_SNAKE_CASE   :				List[Any]							    = int(lowerCamelCase__				)
  return DynamoBackend(DYNAMO_BACKENDS[value]				).value





def    _lowerCAmelCase    (     lowerCamelCase__							:							int				)  ->    Dict:
  _SCREAMING_SNAKE_CASE   :				int							    = int(lowerCamelCase__				)
  return PrecisionType(["no", "fp16", "bf16", "fp8"][value]				)





def    _lowerCAmelCase    (     lowerCamelCase__							:							List[Any]				)  ->    Any:
  _SCREAMING_SNAKE_CASE   :				Optional[Any]							    = int(lowerCamelCase__				)
  return SageMakerDistributedType(["NO", "DATA_PARALLEL", "MODEL_PARALLEL"][value]				)





def    _lowerCAmelCase    (     lowerCamelCase__							:							List[Any]				)  ->    Optional[Any]:
  return {"yes": True, "no": False}[value.lower()]





class 			UpperCamelCase      (							argparse.RawDescriptionHelpFormatter  ):
     def 				__SCREAMING_SNAKE_CASE							(     self  ,     snake_case__  ,     snake_case__  ,     snake_case__  ,     snake_case__				):




       """simple docstring"""


       _SCREAMING_SNAKE_CASE   :				Any							    = super()._format_usage(snake_case__  ,     snake_case__  ,     snake_case__  ,     snake_case__				)
       _SCREAMING_SNAKE_CASE   :				Any							    = usage.replace("<command> [<args>] "  ,     ""				)
       return usage



