

# Copyright 2023 The HuggingFace Inc. 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 ast
import difflib
from collections.abc import Mapping
from typing import Any, Callable, Dict







class 					__lowerCamelCase							(      __snake_case      ):
      pass



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_=None     ,   lowercase_=False				)      ->							str:





  '''simple docstring'''





  try:
    snake_case_					= ast.parse(lowercase_				)
  except SyntaxError as e:
    print("""The code generated by the agent is not valid.\n"""     ,   lowercase_				)
    return
  if state is None:
    snake_case_					= {}
  snake_case_					= None
  for idx, node in enumerate(expression.body				):
    try:
      snake_case_					= evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				)
    except InterpretorError as e:
      snake_case_					= f'''Evaluation of the code stopped at line {idx} before the end because of the following error'''
      if chat_mode:
        msg += (
            f'''. Copy paste the following error message and send it back to the agent:\nI get an error: \'{e}\''''
        )
      else:
        msg += f''':\n{e}'''
      print(lowercase_				)
      break
    if line_result is not None:
      snake_case_					= line_result

  return result



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_				)      ->							List[str]:





  '''simple docstring'''





  if isinstance(lowercase_     ,   ast.Assign				):
    # Assignement -> we evaluate the assignement which should update the state
    # We return the variable assigned as it may be used to determine the final result.
    return evaluate_assign(lowercase_     ,   lowercase_     ,   lowercase_				)
  elif isinstance(lowercase_     ,   ast.Call				):
    # Function call -> we return the value of the function call
    return evaluate_call(lowercase_     ,   lowercase_     ,   lowercase_				)
  elif isinstance(lowercase_     ,   ast.Constant				):
    # Constant -> just return the value
    return expression.value
  elif isinstance(lowercase_     ,   ast.Dict				):
    # Dict -> evaluate all keys and values
    snake_case_					= [evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				) for k in expression.keys]
    snake_case_					= [evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				) for v in expression.values]
    return dict(zip(lowercase_     ,   lowercase_				)				)
  elif isinstance(lowercase_     ,   ast.Expr				):
    # Expression -> evaluate the content
    return evaluate_ast(expression.value     ,   lowercase_     ,   lowercase_				)
  elif isinstance(lowercase_     ,   ast.For				):
    # For loop -> execute the loop
    return evaluate_for(lowercase_     ,   lowercase_     ,   lowercase_				)
  elif isinstance(lowercase_     ,   ast.FormattedValue				):
    # Formatted value (part of f-string) -> evaluate the content and return
    return evaluate_ast(expression.value     ,   lowercase_     ,   lowercase_				)
  elif isinstance(lowercase_     ,   ast.If				):
    # If -> execute the right branch
    return evaluate_if(lowercase_     ,   lowercase_     ,   lowercase_				)
  elif hasattr(lowercase_     ,   """Index"""				) and isinstance(lowercase_     ,   ast.Index				):
    return evaluate_ast(expression.value     ,   lowercase_     ,   lowercase_				)
  elif isinstance(lowercase_     ,   ast.JoinedStr				):
    return "".join([str(evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				)				) for v in expression.values]				)
  elif isinstance(lowercase_     ,   ast.List				):
    # List -> evaluate all elements
    return [evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				) for elt in expression.elts]
  elif isinstance(lowercase_     ,   ast.Name				):
    # Name -> pick up the value in the state
    return evaluate_name(lowercase_     ,   lowercase_     ,   lowercase_				)
  elif isinstance(lowercase_     ,   ast.Subscript				):
    # Subscript -> return the value of the indexing
    return evaluate_subscript(lowercase_     ,   lowercase_     ,   lowercase_				)
  else:
    # For now we refuse anything else. Let's add things as we need them.
    raise InterpretorError(f'''{expression.__class__.__name__} is not supported.'''				)



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_				)      ->							Union[str, Any]:





  '''simple docstring'''





  snake_case_					= assign.targets
  snake_case_					= evaluate_ast(assign.value     ,   lowercase_     ,   lowercase_				)

  if len(lowercase_				) == 1:
    snake_case_					= result
  else:
    if len(lowercase_				) != len(lowercase_				):
      raise InterpretorError(f'''Expected {len(lowercase_				)} values but got {len(lowercase_				)}.'''				)
    for var_name, r in zip(lowercase_     ,   lowercase_				):
      snake_case_					= r
  return result



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_				)      ->							int:





  '''simple docstring'''





  if not isinstance(call.func     ,   ast.Name				):
    raise InterpretorError(
        f'''It is not permitted to evaluate other functions than the provided tools (tried to execute {call.func} of '''
        f'''type {type(call.func				)}.'''				)
  snake_case_					= call.func.id
  if func_name not in tools:
    raise InterpretorError(
        f'''It is not permitted to evaluate other functions than the provided tools (tried to execute {call.func.id}).'''				)

  snake_case_					= tools[func_name]
  # Todo deal with args
  snake_case_					= [evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				) for arg in call.args]
  snake_case_					= {keyword.arg: evaluate_ast(keyword.value     ,   lowercase_     ,   lowercase_				) for keyword in call.keywords}
  return func(*lowercase_     ,   **lowercase_				)



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_				)      ->							str:





  '''simple docstring'''





  snake_case_					= evaluate_ast(subscript.slice     ,   lowercase_     ,   lowercase_				)
  snake_case_					= evaluate_ast(subscript.value     ,   lowercase_     ,   lowercase_				)
  if isinstance(lowercase_     ,   (list, tuple)				):
    return value[int(lowercase_				)]
  if index in value:
    return value[index]
  if isinstance(lowercase_     ,   lowercase_				) and isinstance(lowercase_     ,   lowercase_				):
    snake_case_					= difflib.get_close_matches(lowercase_     ,   list(value.keys()				)				)
    if len(lowercase_				) > 0:
      return value[close_matches[0]]

  raise InterpretorError(f'''Could not index {value} with \'{index}\'.'''				)



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_				)      ->							List[Any]:





  '''simple docstring'''





  if name.id in state:
    return state[name.id]
  snake_case_					= difflib.get_close_matches(name.id     ,   list(state.keys()				)				)
  if len(lowercase_				) > 0:
    return state[close_matches[0]]
  raise InterpretorError(f'''The variable `{name.id}` is not defined.'''				)



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_				)      ->							Optional[Any]:





  '''simple docstring'''





  if len(condition.ops				) > 1:
    raise InterpretorError("""Cannot evaluate conditions with multiple operators"""				)

  snake_case_					= evaluate_ast(condition.left     ,   lowercase_     ,   lowercase_				)
  snake_case_					= condition.ops[0]
  snake_case_					= evaluate_ast(condition.comparators[0]     ,   lowercase_     ,   lowercase_				)

  if isinstance(lowercase_     ,   ast.Eq				):
    return left == right
  elif isinstance(lowercase_     ,   ast.NotEq				):
    return left != right
  elif isinstance(lowercase_     ,   ast.Lt				):
    return left < right
  elif isinstance(lowercase_     ,   ast.LtE				):
    return left <= right
  elif isinstance(lowercase_     ,   ast.Gt				):
    return left > right
  elif isinstance(lowercase_     ,   ast.GtE				):
    return left >= right
  elif isinstance(lowercase_     ,   ast.Is				):
    return left is right
  elif isinstance(lowercase_     ,   ast.IsNot				):
    return left is not right
  elif isinstance(lowercase_     ,   ast.In				):
    return left in right
  elif isinstance(lowercase_     ,   ast.NotIn				):
    return left not in right
  else:
    raise InterpretorError(f'''Operator not supported: {comparator}'''				)



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_				)      ->							List[str]:





  '''simple docstring'''





  snake_case_					= None
  if evaluate_condition(if_statement.test     ,   lowercase_     ,   lowercase_				):
    for line in if_statement.body:
      snake_case_					= evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				)
      if line_result is not None:
        snake_case_					= line_result
  else:
    for line in if_statement.orelse:
      snake_case_					= evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				)
      if line_result is not None:
        snake_case_					= line_result
  return result



def   UpperCamelCase(   lowercase_     ,   lowercase_     ,   lowercase_				)      ->							List[str]:





  '''simple docstring'''





  snake_case_					= None
  snake_case_					= evaluate_ast(for_loop.iter     ,   lowercase_     ,   lowercase_				)
  for counter in iterator:
    snake_case_					= counter
    for expression in for_loop.body:
      snake_case_					= evaluate_ast(lowercase_     ,   lowercase_     ,   lowercase_				)
      if line_result is not None:
        snake_case_					= line_result
  return result


import unittest

from diffusers import __version__
from diffusers.utils import deprecate







class 					__lowerCamelCase							(      unittest.TestCase      ):
      lowerCamelCase_      : Dict  			=   '.'.join([str(int(__version__.split('.'      )[0]      ) + 1      )] + __version__.split('.'      )[1:]      )
      lowerCamelCase_      : int  			=   '0.0.1'







      def       lowerCAmelCase_       (	self  )		->			Optional[int]:
        snake_case_					= {"""deprecated_arg""": 4}

        with self.assertWarns(lowerCamelCase  ) as warning:
          snake_case_					= deprecate("""deprecated_arg"""				,    self.higher_version				,    """message"""				,    take_from=lowerCamelCase  )

        assert output == 4
        assert (
            str(warning.warning  )
            == f'''The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}.'''
            " message"
        )







      def       lowerCAmelCase_       (	self  )		->			List[Any]:
        snake_case_					= {"""deprecated_arg""": 4}

        with self.assertWarns(lowerCamelCase  ) as warning:
          snake_case_					= deprecate(("""deprecated_arg""", self.higher_version, """message""")				,    take_from=lowerCamelCase  )

        assert output == 4
        assert (
            str(warning.warning  )
            == f'''The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}.'''
            " message"
        )







      def       lowerCAmelCase_       (	self  )		->			int:
        snake_case_					= {"""deprecated_arg_1""": 4, """deprecated_arg_2""": 8}
        with self.assertWarns(lowerCamelCase  ) as warning:
          snake_case_		,							snake_case_					= deprecate(
              ("""deprecated_arg_1""", self.higher_version, """Hey""")				,    ("""deprecated_arg_2""", self.higher_version, """Hey""")				,    take_from=lowerCamelCase				,    )
        assert output_a == 4
        assert output_a == 8
        assert (
            str(warning.warnings[0].message  )
            == "The `deprecated_arg_1` argument is deprecated and will be removed in version"
            f''' {self.higher_version}. Hey'''
        )
        assert (
            str(warning.warnings[1].message  )
            == "The `deprecated_arg_2` argument is deprecated and will be removed in version"
            f''' {self.higher_version}. Hey'''
        )







      def       lowerCAmelCase_       (	self  )		->			Any:
        snake_case_					= {"""deprecated_arg""": 4}

        with self.assertRaises(lowerCamelCase  ) as error:
          deprecate(("""wrong_arg""", self.higher_version, """message""")				,    take_from=lowerCamelCase  )

        assert "test_deprecate_function_incorrect_arg in" in str(error.exception  )
        assert "line" in str(error.exception  )
        assert "got an unexpected keyword argument `deprecated_arg`" in str(error.exception  )







      def       lowerCAmelCase_       (	self  )		->			Optional[Any]:
        with self.assertWarns(lowerCamelCase  ) as warning:
          deprecate(("""deprecated_arg""", self.higher_version, """message""")  )

        assert (
            str(warning.warning  )
            == f'''`deprecated_arg` is deprecated and will be removed in version {self.higher_version}. message'''
        )







      def       lowerCAmelCase_       (	self  )		->			Any:
        with self.assertWarns(lowerCamelCase  ) as warning:
          deprecate(
              ("""deprecated_arg_1""", self.higher_version, """Hey""")				,    ("""deprecated_arg_2""", self.higher_version, """Hey""")				,    )
        assert (
            str(warning.warnings[0].message  )
            == f'''`deprecated_arg_1` is deprecated and will be removed in version {self.higher_version}. Hey'''
        )
        assert (
            str(warning.warnings[1].message  )
            == f'''`deprecated_arg_2` is deprecated and will be removed in version {self.higher_version}. Hey'''
        )







      def       lowerCAmelCase_       (	self  )		->			Any:







        class 					__lowerCamelCase							:
              lowerCamelCase_      : Dict  			=   5

        with self.assertWarns(lowerCamelCase  ) as warning:
          snake_case_					= deprecate(("""arg""", self.higher_version, """message""")				,    take_from=Args()  )

        assert arg == 5
        assert (
            str(warning.warning  )
            == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
        )







      def       lowerCAmelCase_       (	self  )		->			Any:







        class 					__lowerCamelCase							:
              lowerCamelCase_      : str  			=   5
              lowerCamelCase_      : List[str]  			=   7

        with self.assertWarns(lowerCamelCase  ) as warning:
          snake_case_		,							snake_case_					= deprecate(
              ("""arg""", self.higher_version, """message""")				,    ("""foo""", self.higher_version, """message""")				,    ("""does not exist""", self.higher_version, """message""")				,    take_from=Args()				,    )

        assert arg_a == 5
        assert arg_a == 7
        assert (
            str(warning.warning  )
            == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
        )
        assert (
            str(warning.warnings[0].message  )
            == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
        )
        assert (
            str(warning.warnings[1].message  )
            == f'''The `foo` attribute is deprecated and will be removed in version {self.higher_version}. message'''
        )







      def       lowerCAmelCase_       (	self  )		->			int:
        snake_case_					= {"""deprecated_arg""": 4}

        with self.assertRaises(lowerCamelCase  ) as error:
          deprecate(("""wrong_arg""", self.lower_version, """message""")				,    take_from=lowerCamelCase  )

        assert (
            str(error.exception  )
            == "The deprecation tuple ('wrong_arg', '0.0.1', 'message') should be removed since diffusers' version"
            f''' {__version__} is >= {self.lower_version}'''
        )







      def       lowerCAmelCase_       (	self  )		->			List[Any]:
        with self.assertWarns(lowerCamelCase  ) as warning:
          deprecate(("""deprecated_arg""", self.higher_version, """This message is better!!!""")				,    standard_warn=lowerCamelCase  )

        assert str(warning.warning  ) == "This message is better!!!"







      def       lowerCAmelCase_       (	self  )		->			List[Any]:
        with self.assertWarns(lowerCamelCase  ) as warning:
          deprecate(("""deprecated_arg""", self.higher_version, """This message is better!!!""")				,    standard_warn=lowerCamelCase  )
        assert str(warning.warning  ) == "This message is better!!!"
        assert "diffusers/tests/others/test_utils.py" in warning.filename