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_    :		Union[str, Any]							=	"""src/diffusers"""
lowerCamelCase_    :		Tuple							=	"""."""


# This is to make sure the diffusers module imported is the one in the repo.
lowerCamelCase_    :		List[Any]							=	importlib.util.spec_from_file_location(
    """diffusers""",
    os.path.join(DIFFUSERS_PATH, """__init__.py"""),
    submodule_search_locations=[DIFFUSERS_PATH],
)
lowerCamelCase_    :		Any							=	spec.loader.load_module()
def 							lowerCAmelCase(     __lowerCamelCase				,    __lowerCamelCase						):
					return line.startswith(__lowerCamelCase						) or len(__lowerCamelCase						) <= 1 or re.search(r'^\s*\)(\s*->.*:|:)\s*$'				,    __lowerCamelCase						) is not None
def 							lowerCAmelCase(     __lowerCamelCase						):
					__a		 =       object_name.split('.'						)
					__a		 =       0

					# First let's find the module where our object lives.
					__a		 =       parts[i]
					while i < len(__lowerCamelCase						) and not os.path.isfile(os.path.join(__lowerCamelCase				,    f'''{module}.py'''						)						):
										i += 1
										if i < len(__lowerCamelCase						):
															__a		 =       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:
										__a		 =       f.readlines()

					# Now let's find the class / func in the code!
					__a		 =       ''
					__a		 =       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).
					__a		 =       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

					__a		 =       lines[start_index:line_index]
					return "".join(__lowerCamelCase						)


lowerCamelCase_    :		str							=	re.compile(r"""^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)""")
lowerCamelCase_    :		List[str]							=	re.compile(r"""^\s*(\S+)->(\S+)(\s+.*|$)""")
lowerCamelCase_    :		Union[str, Any]							=	re.compile(r"""<FILL\s+[^>]*>""")
def 							lowerCAmelCase(     __lowerCamelCase						):
					__a		 =       code.split('\n'						)
					__a		 =       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						):
					__a		 =       len(get_indent(__lowerCamelCase						)						) > 0
					if has_indent:
										__a		 =       f'''class Bla:\n{code}'''
					__a		 =       black.Mode(target_versions={black.TargetVersion.PYaa}				,    line_length=119				,    preview=__lowerCamelCase						)
					__a		 =       black.format_str(__lowerCamelCase				,    mode=__lowerCamelCase						)
					__a ,				__a		 =       style_docstrings_in_code(__lowerCamelCase						)
					return result[len('class Bla:\n'						) :] if has_indent else result
def 							lowerCAmelCase(     __lowerCamelCase				,    __lowerCamelCase=False						):
					with open(__lowerCamelCase				,    'r'				,    encoding='utf-8'				,    newline='\n'						) as f:
										__a		 =       f.readlines()
					__a		 =       []
					__a		 =       0
					# Not a for loop cause `lines` is going to change (if `overwrite=True`).
					while line_index < len(__lowerCamelCase						):
										__a		 =       _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.
										__a ,				__a ,				__a		 =       search.groups()
										__a		 =       find_code_in_diffusers(__lowerCamelCase						)
										__a		 =       get_indent(__lowerCamelCase						)

										__a		 =       line_index + 1 if indent == theoretical_indent else line_index + 2
										__a		 =       theoretical_indent
										__a		 =       start_index

										# Loop to check the observed code, stop when indentation diminishes or if we see a End copy comment.
										__a		 =       True
										while line_index < len(__lowerCamelCase						) and should_continue:
															line_index += 1
															if line_index >= len(__lowerCamelCase						):
																				break
															__a		 =       lines[line_index]
															__a		 =       _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

										__a		 =       lines[start_index:line_index]
										__a		 =       ''.join(__lowerCamelCase						)

										# Remove any nested `Copied from` comments to avoid circular copies
										__a		 =       [line for line in theoretical_code.split('\n'						) if _re_copy_warning.search(__lowerCamelCase						) is None]
										__a		 =       '\n'.join(__lowerCamelCase						)

										# Before comparing, use the `replace_pattern` on the original code.
										if len(__lowerCamelCase						) > 0:
															__a		 =       replace_pattern.replace('with'				,    ''						).split(','						)
															__a		 =       [_re_replace_pattern.search(__lowerCamelCase						) for p in patterns]
															for pattern in patterns:
																				if pattern is None:
																									continue
																				__a ,				__a ,				__a		 =       pattern.groups()
																				__a		 =       re.sub(__lowerCamelCase				,    __lowerCamelCase				,    __lowerCamelCase						)
																				if option.strip() == "all-casing":
																									__a		 =       re.sub(obja.lower()				,    obja.lower()				,    __lowerCamelCase						)
																									__a		 =       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
															__a		 =       blackify(lines[start_index - 1] + theoretical_code						)
															__a		 =       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:
																				__a		 =       lines[:start_index] + [theoretical_code] + lines[line_index:]
																				__a		 =       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 = False						):
					__a		 =       glob.glob(os.path.join(__lowerCamelCase				,    '**/*.py'						)				,    recursive=__lowerCamelCase						)
					__a		 =       []
					for filename in all_files:
										__a		 =       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:
										__a		 =       '\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__":
	lowerCamelCase_    :		Tuple							=	argparse.ArgumentParser()
	parser.add_argument("""--fix_and_overwrite""", action="""store_true""", help="""Whether to fix inconsistencies.""")
	lowerCamelCase_    :		Optional[Any]							=	parser.parse_args()

	check_copies(args.fix_and_overwrite)





from __future__ import annotations

import numpy as np
def 							lowerCAmelCase(     __lowerCamelCase						):
					return np.maximum(0				,    __lowerCamelCase						)


if __name__ == "__main__":
	print(np.array(relu([-1, 0, 5])))  # --> [0, 0, 5]




