'''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
lowerCAmelCase_	:		int			=     """src/diffusers"""
lowerCAmelCase_	:		Optional[Any]			=     """."""


# This is to make sure the diffusers module imported is the one in the repo.
lowerCAmelCase_	:		Optional[int]			=     importlib.util.spec_from_file_location(
    """diffusers""",
    os.path.join(DIFFUSERS_PATH, """__init__.py"""),
    submodule_search_locations=[DIFFUSERS_PATH],
)
lowerCAmelCase_	:		str			=     spec.loader.load_module()
def 						__A							(     UpperCAmelCase     ,UpperCAmelCase					)     ->			Any:




      '''simple docstring'''
      return line.startswith(UpperCAmelCase					) or len(UpperCAmelCase					) <= 1 or re.search(R"^\s*\)(\s*->.*:|:)\s*$"     ,UpperCAmelCase					) is not None
def 						__A							(     UpperCAmelCase					)     ->			str:




      '''simple docstring'''
      _UpperCamelCase			:			Tuple   			=						object_name.split("."					)
      _UpperCamelCase			:			Optional[int]   			=						0

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

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

      # Now let's find the class / func in the code!
      _UpperCamelCase			:			Tuple   			=						""
      _UpperCamelCase			:			Optional[int]   			=						0
      for name in parts[i + 1 :]:
            while (
                line_index < len(UpperCAmelCase					) 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(UpperCAmelCase					):
            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).
      _UpperCamelCase			:			Optional[int]   			=						line_index
      while line_index < len(UpperCAmelCase					) and _should_continue(lines[line_index]     ,UpperCAmelCase					):
            line_index += 1
      # Clean up empty lines at the end (if any).
      while len(lines[line_index - 1]					) <= 1:
            line_index -= 1

      _UpperCamelCase			:			List[str]   			=						lines[start_index:line_index]
      return "".join(UpperCAmelCase					)


lowerCAmelCase_	:		Optional[Any]			=     re.compile(r"""^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)""")
lowerCAmelCase_	:		Optional[int]			=     re.compile(r"""^\s*(\S+)->(\S+)(\s+.*|$)""")
lowerCAmelCase_	:		int			=     re.compile(r"""<FILL\s+[^>]*>""")
def 						__A							(     UpperCAmelCase					)     ->			str:




      '''simple docstring'''
      _UpperCamelCase			:			Any   			=						code.split("\n"					)
      _UpperCamelCase			:			List[Any]   			=						0
      while idx < len(UpperCAmelCase					) and len(lines[idx]					) == 0:
            idx += 1
      if idx < len(UpperCAmelCase					):
            return re.search(R"^(\s*)\S"     ,lines[idx]					).groups()[0]
      return ""
def 						__A							(     UpperCAmelCase					)     ->			int:




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




      '''simple docstring'''


      with open(UpperCAmelCase     ,"r"     ,encoding="utf-8"     ,newline="\n"					) as f:
            _UpperCamelCase			:			Optional[Any]   			=						f.readlines()
      _UpperCamelCase			:			Dict   			=						[]
      _UpperCamelCase			:			int   			=						0
      # Not a for loop cause `lines` is going to change (if `overwrite=True`).
      while line_index < len(UpperCAmelCase					):
            _UpperCamelCase			:			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.
            _UpperCamelCase			,       _UpperCamelCase			,       _UpperCamelCase			:			Union[str, Any]   			=						search.groups()
            _UpperCamelCase			:			Optional[Any]   			=						find_code_in_diffusers(UpperCAmelCase					)
            _UpperCamelCase			:			List[Any]   			=						get_indent(UpperCAmelCase					)

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

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

            _UpperCamelCase			:			Any   			=						lines[start_index:line_index]
            _UpperCamelCase			:			Union[str, Any]   			=						"".join(UpperCAmelCase					)

            # Remove any nested `Copied from` comments to avoid circular copies
            _UpperCamelCase			:			Tuple   			=						[line for line in theoretical_code.split("\n"					) if _re_copy_warning.search(UpperCAmelCase					) is None]
            _UpperCamelCase			:			Dict   			=						"\n".join(UpperCAmelCase					)

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

            # Blackify after replacement. To be able to do that, we need the header (class or function definition)
            # from the previous line
                  _UpperCamelCase			:			Optional[int]   			=						blackify(lines[start_index - 1] + theoretical_code					)
                  _UpperCamelCase			:			List[Any]   			=						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:
                        _UpperCamelCase			:			Union[str, Any]   			=						lines[:start_index] + [theoretical_code] + lines[line_index:]
                        _UpperCamelCase			:			Dict   			=						start_index + 1

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




      '''simple docstring'''
      _UpperCamelCase			:			str   			=						glob.glob(os.path.join(UpperCAmelCase     ,"**/*.py"					)     ,recursive=UpperCAmelCase					)
      _UpperCamelCase			:			str   			=						[]
      for filename in all_files:
            _UpperCamelCase			:			str   			=						is_copy_consistent(UpperCAmelCase     ,UpperCAmelCase					)
            diffs += [f'''- {filename}: copy does not match {d[0]} at line {d[1]}''' for d in new_diffs]
      if not overwrite and len(UpperCAmelCase					) > 0:
            _UpperCamelCase			:			Optional[int]   			=						"\n".join(UpperCAmelCase					)
            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__":
   lowerCAmelCase_	:		Tuple			=     argparse.ArgumentParser()
   parser.add_argument("""--fix_and_overwrite""", action="""store_true""", help="""Whether to fix inconsistencies.""")
   lowerCAmelCase_	:		Dict			=     parser.parse_args()

   check_copies(args.fix_and_overwrite)



'''simple docstring'''





from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_sentencepiece_available,
    is_speech_available,
    is_tf_available,
    is_torch_available,
)


lowerCAmelCase_	:		Any			=     {
    """configuration_speech_to_text""": ["""SPEECH_TO_TEXT_PRETRAINED_CONFIG_ARCHIVE_MAP""", """Speech2TextConfig"""],
    """processing_speech_to_text""": ["""Speech2TextProcessor"""],
}

try:
			if not is_sentencepiece_available():
						raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
			pass
else:
			lowerCAmelCase_	:		int			=     ["""Speech2TextTokenizer"""]

try:
			if not is_speech_available():
						raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
			pass
else:
			lowerCAmelCase_	:		Optional[Any]			=     ["""Speech2TextFeatureExtractor"""]

try:
			if not is_tf_available():
						raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
			pass
else:
			lowerCAmelCase_	:		Optional[int]			=     [
			    """TF_SPEECH_TO_TEXT_PRETRAINED_MODEL_ARCHIVE_LIST""",
			    """TFSpeech2TextForConditionalGeneration""",
			    """TFSpeech2TextModel""",
			    """TFSpeech2TextPreTrainedModel""",
			]

try:
			if not is_torch_available():
						raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
			pass
else:
			lowerCAmelCase_	:		str			=     [
			    """SPEECH_TO_TEXT_PRETRAINED_MODEL_ARCHIVE_LIST""",
			    """Speech2TextForConditionalGeneration""",
			    """Speech2TextModel""",
			    """Speech2TextPreTrainedModel""",
			]


if TYPE_CHECKING:
			from .configuration_speech_to_text import SPEECH_TO_TEXT_PRETRAINED_CONFIG_ARCHIVE_MAP, SpeechaTextConfig
			from .processing_speech_to_text import SpeechaTextProcessor

			try:
						if not is_sentencepiece_available():
									raise OptionalDependencyNotAvailable()
			except OptionalDependencyNotAvailable:
						pass
			else:
						from .tokenization_speech_to_text import SpeechaTextTokenizer

			try:
						if not is_speech_available():
									raise OptionalDependencyNotAvailable()
			except OptionalDependencyNotAvailable:
						pass
			else:
						from .feature_extraction_speech_to_text import SpeechaTextFeatureExtractor

			try:
						if not is_tf_available():
									raise OptionalDependencyNotAvailable()
			except OptionalDependencyNotAvailable:
						pass
			else:
						from .modeling_tf_speech_to_text import (
						    TF_SPEECH_TO_TEXT_PRETRAINED_MODEL_ARCHIVE_LIST,
						    TFSpeechaTextForConditionalGeneration,
						    TFSpeechaTextModel,
						    TFSpeechaTextPreTrainedModel,
						)

			try:
						if not is_torch_available():
									raise OptionalDependencyNotAvailable()
			except OptionalDependencyNotAvailable:
						pass
			else:
						from .modeling_speech_to_text import (
						    SPEECH_TO_TEXT_PRETRAINED_MODEL_ARCHIVE_LIST,
						    SpeechaTextForConditionalGeneration,
						    SpeechaTextModel,
						    SpeechaTextPreTrainedModel,
						)

else:
			import sys

			lowerCAmelCase_	:		Union[str, Any]			=     _LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)


