



'''simple docstring'''




import contextlib
import faulthandler
import io
import multiprocessing
import os
import platform
import signal
import tempfile


def        lowerCAmelCase_     (			_lowerCamelCase:     List[str] ,   _lowerCamelCase:     Any ,   _lowerCamelCase:     str ,   _lowerCamelCase:     List[str]      ):
		__SCREAMING_SNAKE_CASE :	List[Any]					 =	multiprocessing.Manager()
		__SCREAMING_SNAKE_CASE :	str					 =	manager.list()

		__SCREAMING_SNAKE_CASE :	List[str]					 =	multiprocessing.Process(target=lowerCamelCase__ ,   args=(check_program, result, timeout)      )
		p.start()
		p.join(timeout=timeout + 1      )
		if p.is_alive():
				p.kill()

		if not result:
				result.append("""timed out"""      )

		return {
		    "task_id": task_id,
		    "passed": result[0] == "passed",
		    "result": result[0],
		    "completion_id": completion_id,
		}


def        lowerCAmelCase_     (			_lowerCamelCase:     str ,   _lowerCamelCase:     Optional[Any] ,   _lowerCamelCase:     Any      ):


		with create_tempdir():
				# These system calls are needed when cleaning up tempdir.
				import os
				import shutil

				__SCREAMING_SNAKE_CASE :	List[Any]					 =	shutil.rmtree
				__SCREAMING_SNAKE_CASE :	List[str]					 =	os.rmdir
				__SCREAMING_SNAKE_CASE :	Union[str, Any]					 =	os.chdir

				# Disable functionalities that can make destructive changes to the test.
				reliability_guard()

				# Run program.
				try:
						__SCREAMING_SNAKE_CASE :	Optional[Any]					 =	{}
						with swallow_io():
								with time_limit(lowerCamelCase__      ):
										exec(lowerCamelCase__ ,   lowerCamelCase__      )
						result.append("""passed"""      )
				except TimeoutException:
						result.append("""timed out"""      )
				except BaseException as e:
						result.append(F"failed: {e}"      )

				# Needed for cleaning up.
				__SCREAMING_SNAKE_CASE :	Optional[Any]					 =	rmtree
				__SCREAMING_SNAKE_CASE :	List[str]					 =	rmdir
				__SCREAMING_SNAKE_CASE :	int					 =	chdir


@contextlib.contextmanager
def        lowerCAmelCase_     (			_lowerCamelCase:     Optional[Any]      ):


		def signal_handler(_lowerCamelCase:     int ,   _lowerCamelCase:     Optional[int]      ):
				raise TimeoutException("""Timed out!"""      )

		signal.setitimer(signal.ITIMER_REAL ,   lowerCamelCase__      )
		signal.signal(signal.SIGALRM ,   lowerCamelCase__      )
		try:
				yield
		finally:
				signal.setitimer(signal.ITIMER_REAL ,   0      )


@contextlib.contextmanager
def        lowerCAmelCase_     (			):
		__SCREAMING_SNAKE_CASE :	List[str]					 =	WriteOnlyStringIO()
		with contextlib.redirect_stdout(lowerCamelCase__      ):
				with contextlib.redirect_stderr(lowerCamelCase__      ):
						with redirect_stdin(lowerCamelCase__      ):
								yield


@contextlib.contextmanager
def        lowerCAmelCase_     (			):


		with tempfile.TemporaryDirectory() as dirname:
				with chdir(lowerCamelCase__      ):
						yield dirname






class 		_UpperCamelCase						(							lowerCamelCase__					):


			'''simple docstring'''

			pass






class 		_UpperCamelCase						(							io.StringIO					):


			'''simple docstring'''

			def UpperCamelCase__      (							self  :				List[Any]							,  *lowerCAmelCase__  :				Union[str, Any]							,  **lowerCAmelCase__  :				List[str]		):





					"""simple docstring"""






					raise OSError

			def UpperCamelCase__      (							self  :				List[str]							,  *lowerCAmelCase__  :				Optional[Any]							,  **lowerCAmelCase__  :				Any		):





					"""simple docstring"""






					raise OSError

			def UpperCamelCase__      (							self  :				int							,  *lowerCAmelCase__  :				str							,  **lowerCAmelCase__  :				int		):





					"""simple docstring"""






					raise OSError



			def UpperCamelCase__      (							self  :				Any							,  *lowerCAmelCase__  :				Optional[int]							,  **lowerCAmelCase__  :				int		):





					"""simple docstring"""






					return False






class 		_UpperCamelCase						(							contextlib._RedirectStream					):  # type: ignore


			'''simple docstring'''

			_A   :	List[str]    					=	"stdin"


@contextlib.contextmanager
def        lowerCAmelCase_     (			_lowerCamelCase:     int      ):


		if root == ".":
				yield
				return
		__SCREAMING_SNAKE_CASE :	str					 =	os.getcwd()
		os.chdir(lowerCamelCase__      )
		try:
				yield
		except BaseException as exc:
				raise exc
		finally:
				os.chdir(lowerCamelCase__      )


def        lowerCAmelCase_     (			_lowerCamelCase:     int=None      ):


		if maximum_memory_bytes is not None:
				import resource

				resource.setrlimit(resource.RLIMIT_AS ,   (maximum_memory_bytes, maximum_memory_bytes)      )
				resource.setrlimit(resource.RLIMIT_DATA ,   (maximum_memory_bytes, maximum_memory_bytes)      )
				if not platform.uname().system == "Darwin":
						resource.setrlimit(resource.RLIMIT_STACK ,   (maximum_memory_bytes, maximum_memory_bytes)      )

		faulthandler.disable()

		import builtins

		__SCREAMING_SNAKE_CASE :	Optional[int]					 =	None
		__SCREAMING_SNAKE_CASE :	int					 =	None

		import os

		__SCREAMING_SNAKE_CASE :	Union[str, Any]					 =	"1"

		__SCREAMING_SNAKE_CASE :	Optional[int]					 =	None
		__SCREAMING_SNAKE_CASE :	List[Any]					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[Any]					 =	None
		__SCREAMING_SNAKE_CASE :	List[Any]					 =	None
		__SCREAMING_SNAKE_CASE :	str					 =	None
		__SCREAMING_SNAKE_CASE :	List[Any]					 =	None
		__SCREAMING_SNAKE_CASE :	Tuple					 =	None
		__SCREAMING_SNAKE_CASE :	Tuple					 =	None
		__SCREAMING_SNAKE_CASE :	Union[str, Any]					 =	None
		__SCREAMING_SNAKE_CASE :	Any					 =	None
		__SCREAMING_SNAKE_CASE :	Tuple					 =	None
		__SCREAMING_SNAKE_CASE :	int					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[int]					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[Any]					 =	None
		__SCREAMING_SNAKE_CASE :	Tuple					 =	None
		__SCREAMING_SNAKE_CASE :	int					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[int]					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[int]					 =	None
		__SCREAMING_SNAKE_CASE :	Tuple					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[Any]					 =	None
		__SCREAMING_SNAKE_CASE :	Any					 =	None
		__SCREAMING_SNAKE_CASE :	int					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[int]					 =	None
		__SCREAMING_SNAKE_CASE :	int					 =	None
		__SCREAMING_SNAKE_CASE :	str					 =	None
		__SCREAMING_SNAKE_CASE :	Dict					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[Any]					 =	None

		import shutil

		__SCREAMING_SNAKE_CASE :	Optional[int]					 =	None
		__SCREAMING_SNAKE_CASE :	Any					 =	None
		__SCREAMING_SNAKE_CASE :	int					 =	None

		import subprocess

		__SCREAMING_SNAKE_CASE :	Optional[Any]					 =	None  # type: ignore

		__SCREAMING_SNAKE_CASE :	List[str]					 =	None

		import sys

		__SCREAMING_SNAKE_CASE :	int					 =	None
		__SCREAMING_SNAKE_CASE :	Dict					 =	None
		__SCREAMING_SNAKE_CASE :	List[str]					 =	None
		__SCREAMING_SNAKE_CASE :	Optional[Any]					 =	None
		__SCREAMING_SNAKE_CASE :	Any					 =	None




'''simple docstring'''




from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


UpperCamelCase__ :			List[Any]												=				{
    '''configuration_time_series_transformer''': [
        '''TIME_SERIES_TRANSFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP''',
        '''TimeSeriesTransformerConfig''',
    ],
}

try:
						if not is_torch_available():
												raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
						pass
else:
						UpperCamelCase__ :			List[Any]												=				[
						    '''TIME_SERIES_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LIST''',
						    '''TimeSeriesTransformerForPrediction''',
						    '''TimeSeriesTransformerModel''',
						    '''TimeSeriesTransformerPreTrainedModel''',
						]


if TYPE_CHECKING:
						from .configuration_time_series_transformer import (
						    TIME_SERIES_TRANSFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP,
						    TimeSeriesTransformerConfig,
						)

						try:
												if not is_torch_available():
																		raise OptionalDependencyNotAvailable()
						except OptionalDependencyNotAvailable:
												pass
						else:
												from .modeling_time_series_transformer import (
												    TIME_SERIES_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LIST,
												    TimeSeriesTransformerForPrediction,
												    TimeSeriesTransformerModel,
												    TimeSeriesTransformerPreTrainedModel,
												)

else:
						import sys

						UpperCamelCase__ :			Dict												=				_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)