






import ast
import difflib
from collections.abc import Mapping
from typing import Any, Callable, Dict



class 						lowerCamelCase   (lowerCAmelCase_    ):







		'''simple docstring'''



		pass





def   lowercase__   (  __snake_case					:							Union[str, Any]  , __snake_case					:							int  , __snake_case					:							Optional[int]=None  , __snake_case					:							List[str]=False						):


					'''simple docstring'''


					try:
										UpperCAmelCase_					:   Optional[int]   =		ast.parse(__snake_case						)
					except SyntaxError as e:
										print('The code generated by the agent is not valid.\n'  , __snake_case						)
										return
					if state is None:
										UpperCAmelCase_					:   Any   =		{}
					UpperCAmelCase_					:   Union[str, Any]   =		None
					for idx, node in enumerate(expression.body						):
										try:
															UpperCAmelCase_					:   str   =		evaluate_ast(__snake_case  , __snake_case  , __snake_case						)
										except InterpretorError as e:
															UpperCAmelCase_					:   Tuple   =		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(__snake_case						)
															break
										if line_result is not None:
															UpperCAmelCase_					:   str   =		line_result

					return result




def   lowercase__   (  __snake_case					:							Union[str, Any]  , __snake_case					:							Any  , __snake_case					:							Optional[Any]						):


					'''simple docstring'''


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


					'''simple docstring'''


					UpperCAmelCase_					:   Dict   =		assign.targets
					UpperCAmelCase_					:   Union[str, Any]   =		evaluate_ast(assign.value  , __snake_case  , __snake_case						)

					if len(__snake_case						) == 1:
										UpperCAmelCase_					:   Dict   =		result
					else:
										if len(__snake_case						) != len(__snake_case						):
															raise InterpretorError(F"Expected {len(__snake_case						)} values but got {len(__snake_case						)}."						)
										for var_name, r in zip(__snake_case  , __snake_case						):
															UpperCAmelCase_					:   Union[str, Any]   =		r
					return result




def   lowercase__   (  __snake_case					:							Union[str, Any]  , __snake_case					:							Optional[int]  , __snake_case					:							str						):


					'''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						)}."						)
					UpperCAmelCase_					:   Optional[Any]   =		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})."						)

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




def   lowercase__   (  __snake_case					:							List[str]  , __snake_case					:							str  , __snake_case					:							Dict						):


					'''simple docstring'''


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

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




def   lowercase__   (  __snake_case					:							Tuple  , __snake_case					:							Dict  , __snake_case					:							Dict						):


					'''simple docstring'''


					if name.id in state:
										return state[name.id]
					UpperCAmelCase_					:   List[Any]   =		difflib.get_close_matches(name.id  , list(state.keys()						)						)
					if len(__snake_case						) > 0:
										return state[close_matches[0]]
					raise InterpretorError(F"The variable `{name.id}` is not defined."						)




def   lowercase__   (  __snake_case					:							Optional[int]  , __snake_case					:							Dict  , __snake_case					:							str						):


					'''simple docstring'''


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

					UpperCAmelCase_					:   int   =		evaluate_ast(condition.left  , __snake_case  , __snake_case						)
					UpperCAmelCase_					:   List[Any]   =		condition.ops[0]
					UpperCAmelCase_					:   int   =		evaluate_ast(condition.comparators[0]  , __snake_case  , __snake_case						)

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




def   lowercase__   (  __snake_case					:							Any  , __snake_case					:							str  , __snake_case					:							Optional[int]						):


					'''simple docstring'''


					UpperCAmelCase_					:   int   =		None
					if evaluate_condition(if_statement.test  , __snake_case  , __snake_case						):
										for line in if_statement.body:
															UpperCAmelCase_					:   Dict   =		evaluate_ast(__snake_case  , __snake_case  , __snake_case						)
															if line_result is not None:
																				UpperCAmelCase_					:   Any   =		line_result
					else:
										for line in if_statement.orelse:
															UpperCAmelCase_					:   List[str]   =		evaluate_ast(__snake_case  , __snake_case  , __snake_case						)
															if line_result is not None:
																				UpperCAmelCase_					:   List[str]   =		line_result
					return result






def   lowercase__   (  __snake_case					:							List[str]  , __snake_case					:							Union[str, Any]  , __snake_case					:							List[str]						):


					'''simple docstring'''


					UpperCAmelCase_					:   Any   =		None
					UpperCAmelCase_					:   Optional[Any]   =		evaluate_ast(for_loop.iter  , __snake_case  , __snake_case						)
					for counter in iterator:
										UpperCAmelCase_					:   Any   =		counter
										for expression in for_loop.body:
															UpperCAmelCase_					:   Optional[int]   =		evaluate_ast(__snake_case  , __snake_case  , __snake_case						)
															if line_result is not None:
																				UpperCAmelCase_					:   List[str]   =		line_result
					return result














import os
import unittest

from transformers.models.bertweet.tokenization_bertweet import VOCAB_FILES_NAMES, BertweetTokenizer

from ...test_tokenization_common import TokenizerTesterMixin



class 						lowerCamelCase   (_snake_case				,						unittest.TestCase    ):







		'''simple docstring'''



		_snake_case					:					Tuple 		=						BertweetTokenizer
		_snake_case					:					List[str] 		=						False



		def       __UpperCAmelCase    (							self     )			->							Optional[int]:
							super().setUp()

							# Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
							UpperCAmelCase_					:   Optional[int]   =		['I', 'm', 'V@@', 'R@@', 'r', 'e@@']
							UpperCAmelCase_					:   Dict   =		dict(zip(_UpperCamelCase       ,	range(len(_UpperCamelCase     )     )     )     )
							UpperCAmelCase_					:   List[Any]   =		['#version: 0.2', 'a m</w>']
							UpperCAmelCase_					:   Union[str, Any]   =		{'unk_token': '<unk>'}

							UpperCAmelCase_					:   Optional[Any]   =		os.path.join(self.tmpdirname       ,	VOCAB_FILES_NAMES['vocab_file']     )
							UpperCAmelCase_					:   List[str]   =		os.path.join(self.tmpdirname       ,	VOCAB_FILES_NAMES['merges_file']     )
							with open(self.vocab_file       ,	'w'       ,	encoding='utf-8'     ) as fp:
												for token in vocab_tokens:
																	fp.write(f"{token} {vocab_tokens[token]}\n"     )
							with open(self.merges_file       ,	'w'       ,	encoding='utf-8'     ) as fp:
												fp.write('\n'.join(_UpperCamelCase     )     )



		def       __UpperCAmelCase    (							self       ,	**_UpperCamelCase     )			->							List[Any]:
							kwargs.update(self.special_tokens_map     )
							return BertweetTokenizer.from_pretrained(self.tmpdirname       ,	**_UpperCamelCase     )



		def       __UpperCAmelCase    (							self       ,	_UpperCamelCase     )			->							List[Any]:
							UpperCAmelCase_					:   Any   =		'I am VinAI Research'
							UpperCAmelCase_					:   Any   =		'I <unk> m V<unk> <unk> <unk> I Re<unk> e<unk> <unk> <unk> <unk>'
							return input_text, output_text



		def       __UpperCAmelCase    (							self     )			->							Tuple:
							UpperCAmelCase_					:   Union[str, Any]   =		BertweetTokenizer(self.vocab_file       ,	self.merges_file       ,	**self.special_tokens_map     )
							UpperCAmelCase_					:   Optional[Any]   =		'I am VinAI Research'
							UpperCAmelCase_					:   str   =		'I a@@ m V@@ i@@ n@@ A@@ I R@@ e@@ s@@ e@@ a@@ r@@ c@@ h'.split()
							UpperCAmelCase_					:   Any   =		tokenizer.tokenize(_UpperCamelCase     )
							self.assertListEqual(_UpperCamelCase       ,	_UpperCamelCase     )

							UpperCAmelCase_					:   Optional[int]   =		tokens + [tokenizer.unk_token]

							UpperCAmelCase_					:   List[str]   =		[4, 3, 5, 6, 3, 3, 3, 4, 7, 9, 3, 9, 3, 3, 3, 3, 3]
							self.assertListEqual(tokenizer.convert_tokens_to_ids(_UpperCamelCase     )       ,	_UpperCamelCase     )






