





import argparse
import os
import re


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_dummies.py
A_												=     "src/diffusers"

# Matches is_xxx_available()
A_												=     re.compile(r"is\_([a-z_]*)_available\(\)")
# Matches from xxx import bla
A_												=     re.compile(r"\s+from\s+\S*\s+import\s+([^\(\s].*)\n")


A_												=     "\n{0} = None\n"

A_												=     "\nclass {0}(metaclass=DummyObject):\n    _backends = {1}\n\n    def __init__(self, *args, **kwargs):\n        requires_backends(self, {1})\n\n    @classmethod\n    def from_config(cls, *args, **kwargs):\n        requires_backends(cls, {1})\n\n    @classmethod\n    def from_pretrained(cls, *args, **kwargs):\n        requires_backends(cls, {1})\n"


A_												=     "\ndef {0}(*args, **kwargs):\n    requires_backends({0}, {1})\n"





def    __UpperCamelCase      (    a) ->Optional[int]:
					lowerCamelCase__       =       _re_backend.findall(a)
					if len(a) == 0:
										return None

					return "_and_".join(a)





def    __UpperCamelCase      (    ) ->str:
					with open(os.path.join(a,     "__init__.py"),     "r",     encoding="utf-8",     newline="\n") as f:
										lowerCamelCase__       =       f.readlines()

					# Get to the point we do the actual imports for type checking
					lowerCamelCase__       =       0
					lowerCamelCase__       =       {}
					# Go through the end of the file
					while line_index < len(a):
										# If the line contains is_backend_available, we grab all objects associated with the `else` block
										lowerCamelCase__       =       find_backend(lines[line_index])
										if backend is not None:
															while not lines[line_index].startswith("else:"):
																				line_index += 1
															line_index += 1
															lowerCamelCase__       =       []
															# Until we unindent, add backend objects to the list
															while line_index < len(a) and len(lines[line_index]) > 1:
																				lowerCamelCase__       =       lines[line_index]
																				lowerCamelCase__       =       _re_single_line_import.search(a)
																				if single_line_import_search is not None:
																									objects.extend(single_line_import_search.groups()[0].split(", "))
																				elif line.startswith(" " * 8):
																									objects.append(line[8:-2])
																				line_index += 1

															if len(a) > 0:
																				lowerCamelCase__       =       objects
										else:
															line_index += 1

					return backend_specific_objects





def    __UpperCamelCase      (    a,     a) ->Union[str, Any]:
					if name.isupper():
										return DUMMY_CONSTANT.format(a)
					elif name.islower():
										return DUMMY_FUNCTION.format(a,     a)
					else:
										return DUMMY_CLASS.format(a,     a)





def    __UpperCamelCase      (    a=None) ->Optional[int]:
					if backend_specific_objects is None:
										lowerCamelCase__       =       read_init()
					# For special correspondence backend to module name as used in the function requires_modulename
					lowerCamelCase__       =       {}

					for backend, objects in backend_specific_objects.items():
										lowerCamelCase__       =       "[" + ", ".join(f"\"{b}\"" for b in backend.split("_and_")) + "]"
										lowerCamelCase__       =       "# This file is autogenerated by the command `make fix-copies`, do not edit.\n"
										dummy_file += "from ..utils import DummyObject, requires_backends\n\n"
										dummy_file += "\n".join([create_dummy_object(a,     a) for o in objects])
										lowerCamelCase__       =       dummy_file

					return dummy_files





def    __UpperCamelCase      (    a=False) ->str:
					lowerCamelCase__       =       create_dummy_files()
					# For special correspondence backend to shortcut as used in utils/dummy_xxx_objects.py
					lowerCamelCase__       =       {"torch": "pt"}

					# Locate actual dummy modules and read their content.
					lowerCamelCase__       =       os.path.join(a,     "utils")
					lowerCamelCase__       =       {
					    backend: os.path.join(a,     f"dummy_{short_names.get(a,     a)}_objects.py")
					    for backend in dummy_files.keys()
					}

					lowerCamelCase__       =       {}
					for backend, file_path in dummy_file_paths.items():
										if os.path.isfile(a):
															with open(a,     "r",     encoding="utf-8",     newline="\n") as f:
																				lowerCamelCase__       =       f.read()
										else:
															lowerCamelCase__       =       ""

					for backend in dummy_files.keys():
										if dummy_files[backend] != actual_dummies[backend]:
															if overwrite:
																				print(
																				    f"Updating diffusers.utils.dummy_{short_names.get(a,     a)}_objects.py as the main "
																				    "__init__ has new objects.")
																				with open(dummy_file_paths[backend],     "w",     encoding="utf-8",     newline="\n") as f:
																									f.write(dummy_files[backend])
															else:
																				raise ValueError(
																				    "The main __init__ has objects that are not present in "
																				    f"diffusers.utils.dummy_{short_names.get(a,     a)}_objects.py. Run `make fix-copies` "
																				    "to fix this.")


if __name__ == "__main__":
						A_												=     argparse.ArgumentParser()
						parser.add_argument("--fix_and_overwrite", action="store_true", help="Whether to fix inconsistencies.")
						A_												=     parser.parse_args()

						check_dummies(args.fix_and_overwrite)








import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin

class SCREAMING_SNAKE_CASE_ (					unittest.TestCase							,       lowercase_   ):





					"""simple docstring"""


					def 					__magic_name__ ( self	):
										lowerCamelCase__       =       load_tool("text-classification"	)
										self.tool.setup()
										lowerCamelCase__       =       load_tool("text-classification"	,  remote=_lowerCAmelCase	)





					def 					__magic_name__ ( self	):
										lowerCamelCase__       =       self.tool("That's quite cool"	,  ["positive", "negative"]	)
										self.assertEqual(_lowerCAmelCase	,  "positive"	)





					def 					__magic_name__ ( self	):
										lowerCamelCase__       =       self.remote_tool("That's quite cool"	,  ["positive", "negative"]	)
										self.assertEqual(_lowerCAmelCase	,  "positive"	)





					def 					__magic_name__ ( self	):
										lowerCamelCase__       =       self.tool(text="That's quite cool"	,  labels=["positive", "negative"]	)
										self.assertEqual(_lowerCAmelCase	,  "positive"	)






					def 					__magic_name__ ( self	):
										lowerCamelCase__       =       self.remote_tool(text="That's quite cool"	,  labels=["positive", "negative"]	)
										self.assertEqual(_lowerCAmelCase	,  "positive"	)

