

from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching

def 		UpperCamelCase   ()	-> Optional[int]:
	import os as original_os
	from os import path as original_path
	from os import rename as original_rename
	from os.path import dirname as original_dirname
	from os.path import join as original_join

	assert _test_patching.os is original_os
	assert _test_patching.path is original_path
	assert _test_patching.join is original_join

	assert _test_patching.renamed_os is original_os
	assert _test_patching.renamed_path is original_path
	assert _test_patching.renamed_join is original_join

	A__				:       List[Any]	  =						"""__test_patch_submodule_mock__"""
	with patch_submodule(_test_patching       , """os.path.join"""       , lowercase_   ):
		# Every way to access os.path.join must be patched, and the rest must stay untouched

		# check os.path.join
		assert isinstance(_test_patching.os       , _PatchedModuleObj   )
		assert isinstance(_test_patching.os.path       , _PatchedModuleObj   )
		assert _test_patching.os.path.join is mock

		# check path.join
		assert isinstance(_test_patching.path       , _PatchedModuleObj   )
		assert _test_patching.path.join is mock

		# check join
		assert _test_patching.join is mock

		# check that the other attributes are untouched
		assert _test_patching.os.rename is original_rename
		assert _test_patching.path.dirname is original_dirname
		assert _test_patching.os.path.dirname is original_dirname

		# Even renamed modules or objects must be patched

		# check renamed_os.path.join
		assert isinstance(_test_patching.renamed_os       , _PatchedModuleObj   )
		assert isinstance(_test_patching.renamed_os.path       , _PatchedModuleObj   )
		assert _test_patching.renamed_os.path.join is mock

		# check renamed_path.join
		assert isinstance(_test_patching.renamed_path       , _PatchedModuleObj   )
		assert _test_patching.renamed_path.join is mock

		# check renamed_join
		assert _test_patching.renamed_join is mock

		# check that the other attributes are untouched
		assert _test_patching.renamed_os.rename is original_rename
		assert _test_patching.renamed_path.dirname is original_dirname
		assert _test_patching.renamed_os.path.dirname is original_dirname

	# check that everthing is back to normal when the patch is over

	assert _test_patching.os is original_os
	assert _test_patching.path is original_path
	assert _test_patching.join is original_join

	assert _test_patching.renamed_os is original_os
	assert _test_patching.renamed_path is original_path
	assert _test_patching.renamed_join is original_join

def 		UpperCamelCase   ()	-> Union[str, Any]:
	assert _test_patching.open is open

	A__				:       Union[str, Any]	  =						"""__test_patch_submodule_builtin_mock__"""
	# _test_patching has "open" in its globals
	assert _test_patching.open is open
	with patch_submodule(_test_patching       , """open"""       , lowercase_   ):
		assert _test_patching.open is mock

	# check that everthing is back to normal when the patch is over

	assert _test_patching.open is open

def 		UpperCamelCase   ()	-> Optional[int]:
	# pandas.read_csv is not present in _test_patching
	A__				:       Any	  =						"""__test_patch_submodule_missing_mock__"""
	with patch_submodule(_test_patching       , """pandas.read_csv"""       , lowercase_   ):
		pass

def 		UpperCamelCase   ()	-> Union[str, Any]:
	# builtin should always be mocked even if they're not in the globals
	# in case they're loaded at one point
	A__				:       int	  =						"""__test_patch_submodule_missing_builtin_mock__"""
	# _test_patching doesn't have "len" in its globals
	assert getattr(_test_patching       , """len"""       , lowercase_   ) is None
	with patch_submodule(_test_patching       , """len"""       , lowercase_   ):
		assert _test_patching.len is mock
	assert _test_patching.len is len

def 		UpperCamelCase   ()	-> int:
	A__				:       Optional[int]	  =						"""__test_patch_submodule_start_and_stop_mock__"""
	A__				:       Dict	  =						patch_submodule(_test_patching       , """open"""       , lowercase_   )
	assert _test_patching.open is open
	patch.start()
	assert _test_patching.open is mock
	patch.stop()
	assert _test_patching.open is open

def 		UpperCamelCase   ()	-> Optional[int]:
	from os import rename as original_rename
	from os.path import dirname as original_dirname
	from os.path import join as original_join

	A__				:       Optional[int]	  =						"""__test_patch_submodule_successive_join__"""
	A__				:       List[Any]	  =						"""__test_patch_submodule_successive_dirname__"""
	A__				:       Union[str, Any]	  =						"""__test_patch_submodule_successive_rename__"""
	assert _test_patching.os.path.join is original_join
	assert _test_patching.os.path.dirname is original_dirname
	assert _test_patching.os.rename is original_rename

	with patch_submodule(_test_patching       , """os.path.join"""       , lowercase_   ):
		with patch_submodule(_test_patching       , """os.rename"""       , lowercase_   ):
			with patch_submodule(_test_patching       , """os.path.dirname"""       , lowercase_   ):
				assert _test_patching.os.path.join is mock_join
				assert _test_patching.os.path.dirname is mock_dirname
				assert _test_patching.os.rename is mock_rename

    # try another order
	with patch_submodule(_test_patching       , """os.rename"""       , lowercase_   ):
		with patch_submodule(_test_patching       , """os.path.join"""       , lowercase_   ):
			with patch_submodule(_test_patching       , """os.path.dirname"""       , lowercase_   ):
				assert _test_patching.os.path.join is mock_join
				assert _test_patching.os.path.dirname is mock_dirname
				assert _test_patching.os.rename is mock_rename

	assert _test_patching.os.path.join is original_join
	assert _test_patching.os.path.dirname is original_dirname
	assert _test_patching.os.rename is original_rename


def 		UpperCamelCase   ()	-> str:
	A__				:       str	  =						"""__test_patch_submodule_doesnt_exist_mock__"""
	with patch_submodule(_test_patching       , """__module_that_doesn_exist__.__attribute_that_doesn_exist__"""       , lowercase_   ):
		pass
	with patch_submodule(_test_patching       , """os.__attribute_that_doesn_exist__"""       , lowercase_   ):
		pass






import argparse
import copy

def 		UpperCamelCase   (lowercase_:					Any   )	-> Union[str, Any]:
	A__				:       int	  =						{}

	with open(lowercase_   ) as f:
		for line in f:
			if line.split()[0] not in dict_of_neighbours:
				A__				:       int	  =						[]
				_list.append([line.split()[1], line.split()[2]]   )
				A__				:       Any	  =						_list
			else:
				dict_of_neighbours[line.split()[0]].append(
				    [line.split()[1], line.split()[2]]   )
			if line.split()[1] not in dict_of_neighbours:
				A__				:       Optional[int]	  =						[]
				_list.append([line.split()[0], line.split()[2]]   )
				A__				:       Any	  =						_list
			else:
				dict_of_neighbours[line.split()[1]].append(
				    [line.split()[0], line.split()[2]]   )

	return dict_of_neighbours

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

	with open(lowercase_   ) as f:
		A__				:       List[Any]	  =						f.read(1   )
	A__				:       Union[str, Any]	  =						start_node

	A__				:       List[Any]	  =						[]

	A__				:       str	  =						start_node

	A__				:       List[str]	  =						0
	while visiting not in first_solution:
		A__				:       Dict	  =						10000
		for k in dict_of_neighbours[visiting]:
			if int(k[1]   ) < int(lowercase_   ) and k[0] not in first_solution:
				A__				:       Tuple	  =						k[1]
				A__				:       Optional[Any]	  =						k[0]

		first_solution.append(lowercase_   )
		A__				:       Optional[int]	  =						distance_of_first_solution + int(lowercase_   )
		A__				:       str	  =						best_node

	first_solution.append(lowercase_   )

	A__				:       Any	  =						0
	for k in dict_of_neighbours[first_solution[-2]]:
		if k[0] == start_node:
			break
		position += 1

	A__				:       int	  =						(
	    distance_of_first_solution
	    + int(dict_of_neighbours[first_solution[-2]][position][1]   )
	    - 10000
	)
	return first_solution, distance_of_first_solution

def 		UpperCamelCase   (lowercase_:					Any       , lowercase_:					str   )	-> Any:
	A__				:       int	  =						[]

	for n in solution[1:-1]:
		A__				:       Union[str, Any]	  =						solution.index(lowercase_   )
		for kn in solution[1:-1]:
			A__				:       List[Any]	  =						solution.index(lowercase_   )
			if n == kn:
				continue

			A__				:       Union[str, Any]	  =						copy.deepcopy(lowercase_   )
			A__				:       int	  =						kn
			A__				:       Optional[int]	  =						n

			A__				:       Dict	  =						0

			for k in _tmp[:-1]:
				A__				:       Dict	  =						_tmp[_tmp.index(lowercase_   ) + 1]
				for i in dict_of_neighbours[k]:
					if i[0] == next_node:
						A__				:       List[Any]	  =						distance + int(i[1]   )
			_tmp.append(lowercase_   )

			if _tmp not in neighborhood_of_solution:
				neighborhood_of_solution.append(_tmp   )

	A__				:       Optional[Any]	  =						len(neighborhood_of_solution[0]   ) - 1

	neighborhood_of_solution.sort(key=lambda lowercase_   : x[index_of_last_item_in_the_list]   )
	return neighborhood_of_solution

def 		UpperCamelCase   (lowercase_:					List[str]       , lowercase_:					Tuple       , lowercase_:					Dict       , lowercase_:					Dict       , lowercase_:					Tuple   )	-> Union[str, Any]:
	A__				:       Union[str, Any]	  =						1
	A__				:       List[str]	  =						first_solution
	A__				:       Dict	  =						[]
	A__				:       Union[str, Any]	  =						distance_of_first_solution
	A__				:       Any	  =						solution

	while count <= iters:
		A__				:       Optional[int]	  =						find_neighborhood(lowercase_       , lowercase_   )
		A__				:       Union[str, Any]	  =						0
		A__				:       str	  =						neighborhood[index_of_best_solution]
		A__				:       int	  =						len(lowercase_   ) - 1

		A__				:       List[str]	  =						False
		while not found:
			A__				:       Dict	  =						0
			while i < len(lowercase_   ):
				if best_solution[i] != solution[i]:
					A__				:       Any	  =						best_solution[i]
					A__				:       Optional[int]	  =						solution[i]
					break
				A__				:       Any	  =						i + 1

			if [first_exchange_node, second_exchange_node] not in tabu_list and [
			    second_exchange_node,
			    first_exchange_node,
			] not in tabu_list:
				tabu_list.append([first_exchange_node, second_exchange_node]   )
				A__				:       List[str]	  =						True
				A__				:       List[Any]	  =						best_solution[:-1]
				A__				:       Optional[Any]	  =						neighborhood[index_of_best_solution][best_cost_index]
				if cost < best_cost:
					A__				:       Tuple	  =						cost
					A__				:       int	  =						solution
			else:
				A__				:       List[Any]	  =						index_of_best_solution + 1
				A__				:       Tuple	  =						neighborhood[index_of_best_solution]

		if len(lowercase_   ) >= size:
			tabu_list.pop(0   )

		A__				:       Any	  =						count + 1

	return best_solution_ever, best_cost

def 		UpperCamelCase   (lowercase_:					Union[str, Any]=None   )	-> List[str]:
	A__				:       Union[str, Any]	  =						generate_neighbours(args.File   )

	A__  ,  A__				:       int	  =						generate_first_solution(
	    args.File       , lowercase_   )

	A__  ,  A__				:       str	  =						tabu_search(
	    lowercase_       , lowercase_       , lowercase_       , args.Iterations       , args.Size       , )

	print(f"""Best solution: {best_sol}, with total distance: {best_cost}."""   )


if __name__ == "__main__":
	A_			:					str    			=     argparse.ArgumentParser(description='Tabu Search')
	parser.add_argument(
	    '-f',
	    '--File',
	    type=str,
	    help='Path to the file containing the data',
	    required=True,
	)
	parser.add_argument(
	    '-i',
	    '--Iterations',
	    type=int,
	    help='How many iterations the algorithm should perform',
	    required=True,
	)
	parser.add_argument(
	    '-s', '--Size', type=int, help='Size of the tabu list', required=True
	)

	# Pass the arguments to main method
	main(parser.parse_args())



