




"""simple docstring"""

# 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      A__   (   lowercase_  ):
	pass




def    snake_case__						(							lowerCAmelCase :		str					,       lowerCAmelCase :		Dict[str, Callable]					,       lowerCAmelCase :		Optional[int]=None					,       lowerCAmelCase :		Dict=False		):
					try:
										__snake_case        =						ast.parse(_UpperCAmelCase		)
					except SyntaxError as e:
										print("""The code generated by the agent is not valid.\n"""					,       _UpperCAmelCase		)
										return
					if state is None:
										__snake_case        =						{}
					__snake_case        =						None
					for idx, node in enumerate(expression.body		):
										try:
															__snake_case        =						evaluate_ast(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
										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(_UpperCAmelCase		)
															break
										if line_result is not None:
															__snake_case        =						line_result

					return result




def    snake_case__						(							lowerCAmelCase :		ast.AST					,       lowerCAmelCase :		Dict[str, Any]					,       lowerCAmelCase :		Dict[str, Callable]		):
					if isinstance(_UpperCAmelCase					,       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(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					elif isinstance(_UpperCAmelCase					,       ast.Call		):
										# Function call -> we return the value of the function call
										return evaluate_call(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					elif isinstance(_UpperCAmelCase					,       ast.Constant		):
										# Constant -> just return the value
										return expression.value
					elif isinstance(_UpperCAmelCase					,       ast.Dict		):
										# Dict -> evaluate all keys and values
										__snake_case        =						[evaluate_ast(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		) for k in expression.keys]
										__snake_case        =						[evaluate_ast(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		) for v in expression.values]
										return dict(zip(_UpperCAmelCase					,       _UpperCAmelCase		)		)
					elif isinstance(_UpperCAmelCase					,       ast.Expr		):
										# Expression -> evaluate the content
										return evaluate_ast(expression.value					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					elif isinstance(_UpperCAmelCase					,       ast.For		):
										# For loop -> execute the loop
										return evaluate_for(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					elif isinstance(_UpperCAmelCase					,       ast.FormattedValue		):
										# Formatted value (part of f-string) -> evaluate the content and return
										return evaluate_ast(expression.value					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					elif isinstance(_UpperCAmelCase					,       ast.If		):
										# If -> execute the right branch
										return evaluate_if(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					elif hasattr(_UpperCAmelCase					,       """Index"""		) and isinstance(_UpperCAmelCase					,       ast.Index		):
										return evaluate_ast(expression.value					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					elif isinstance(_UpperCAmelCase					,       ast.JoinedStr		):
										return "".join([str(evaluate_ast(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)		) for v in expression.values]		)
					elif isinstance(_UpperCAmelCase					,       ast.List		):
										# List -> evaluate all elements
										return [evaluate_ast(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		) for elt in expression.elts]
					elif isinstance(_UpperCAmelCase					,       ast.Name		):
										# Name -> pick up the value in the state
										return evaluate_name(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					elif isinstance(_UpperCAmelCase					,       ast.Subscript		):
										# Subscript -> return the value of the indexing
										return evaluate_subscript(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					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    snake_case__						(							lowerCAmelCase :		Any					,       lowerCAmelCase :		Optional[int]					,       lowerCAmelCase :		List[Any]		):
					__snake_case        =						assign.targets
					__snake_case        =						evaluate_ast(assign.value					,       _UpperCAmelCase					,       _UpperCAmelCase		)

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




def    snake_case__						(							lowerCAmelCase :		Union[str, Any]					,       lowerCAmelCase :		Union[str, Any]					,       lowerCAmelCase :		int		):
					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(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		) for arg in call.args]
					__snake_case        =						{keyword.arg: evaluate_ast(keyword.value					,       _UpperCAmelCase					,       _UpperCAmelCase		) for keyword in call.keywords}
					return func(*_UpperCAmelCase					,       **_UpperCAmelCase		)




def    snake_case__						(							lowerCAmelCase :		int					,       lowerCAmelCase :		Optional[int]					,       lowerCAmelCase :		Union[str, Any]		):
					__snake_case        =						evaluate_ast(subscript.slice					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					__snake_case        =						evaluate_ast(subscript.value					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					if isinstance(_UpperCAmelCase					,       (list, tuple)		):
										return value[int(_UpperCAmelCase		)]
					if index in value:
										return value[index]
					if isinstance(_UpperCAmelCase					,       _UpperCAmelCase		) and isinstance(_UpperCAmelCase					,       _UpperCAmelCase		):
										__snake_case        =						difflib.get_close_matches(_UpperCAmelCase					,       list(value.keys()		)		)
										if len(_UpperCAmelCase		) > 0:
															return value[close_matches[0]]

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




def    snake_case__						(							lowerCAmelCase :		List[str]					,       lowerCAmelCase :		Dict					,       lowerCAmelCase :		Optional[int]		):
					if name.id in state:
										return state[name.id]
					__snake_case        =						difflib.get_close_matches(name.id					,       list(state.keys()		)		)
					if len(_UpperCAmelCase		) > 0:
										return state[close_matches[0]]
					raise InterpretorError(F'''The variable `{name.id}` is not defined.'''		)




def    snake_case__						(							lowerCAmelCase :		Tuple					,       lowerCAmelCase :		Union[str, Any]					,       lowerCAmelCase :		Dict		):
					if len(condition.ops		) > 1:
										raise InterpretorError("""Cannot evaluate conditions with multiple operators"""		)

					__snake_case        =						evaluate_ast(condition.left					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					__snake_case        =						condition.ops[0]
					__snake_case        =						evaluate_ast(condition.comparators[0]					,       _UpperCAmelCase					,       _UpperCAmelCase		)

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




def    snake_case__						(							lowerCAmelCase :		Optional[int]					,       lowerCAmelCase :		Optional[int]					,       lowerCAmelCase :		Union[str, Any]		):
					__snake_case        =						None
					if evaluate_condition(if_statement.test					,       _UpperCAmelCase					,       _UpperCAmelCase		):
										for line in if_statement.body:
															__snake_case        =						evaluate_ast(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
															if line_result is not None:
																				__snake_case        =						line_result
					else:
										for line in if_statement.orelse:
															__snake_case        =						evaluate_ast(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
															if line_result is not None:
																				__snake_case        =						line_result
					return result




def    snake_case__						(							lowerCAmelCase :		int					,       lowerCAmelCase :		Tuple					,       lowerCAmelCase :		Optional[Any]		):
					__snake_case        =						None
					__snake_case        =						evaluate_ast(for_loop.iter					,       _UpperCAmelCase					,       _UpperCAmelCase		)
					for counter in iterator:
										__snake_case        =						counter
										for expression in for_loop.body:
															__snake_case        =						evaluate_ast(_UpperCAmelCase					,       _UpperCAmelCase					,       _UpperCAmelCase		)
															if line_result is not None:
																				__snake_case        =						line_result
					return result







from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_torch_available,
)


UpperCAmelCase__  =			{
    "configuration_align": [
        "ALIGN_PRETRAINED_CONFIG_ARCHIVE_MAP",
        "AlignConfig",
        "AlignTextConfig",
        "AlignVisionConfig",
    ],
    "processing_align": ["AlignProcessor"],
}

try:
							if not is_torch_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							UpperCAmelCase__  =			[
							    "ALIGN_PRETRAINED_MODEL_ARCHIVE_LIST",
							    "AlignModel",
							    "AlignPreTrainedModel",
							    "AlignTextModel",
							    "AlignVisionModel",
							]

if TYPE_CHECKING:
							from .configuration_align import (
							    ALIGN_PRETRAINED_CONFIG_ARCHIVE_MAP,
							    AlignConfig,
							    AlignTextConfig,
							    AlignVisionConfig,
							)
							from .processing_align import AlignProcessor

							try:
														if not is_torch_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_align import (
														    ALIGN_PRETRAINED_MODEL_ARCHIVE_LIST,
														    AlignModel,
														    AlignPreTrainedModel,
														    AlignTextModel,
														    AlignVisionModel,
														)

else:
							import sys

							UpperCAmelCase__  =			_LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)
