import unittest

from diffusers.models.unet_ad_blocks import *  # noqa F403
from diffusers.utils import torch_device

from .test_unet_blocks_common import UNetBlockTesterMixin
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      DownBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  def 		_UpperCAmelCase (		self			:   Tuple							):
   __a							=	[-0.02_32, -0.98_69, 0.80_54, -0.06_37, -0.16_88, -1.42_64, 0.44_70, -1.33_94, 0.09_04]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      ResnetDownsampleBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  def 		_UpperCAmelCase (		self			:   List[str]							):
   __a							=	[0.07_10, 0.24_10, -0.73_20, -1.07_57, -1.13_43, 0.35_40, -0.01_33, -0.25_76, 0.09_48]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      AttnDownBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  def 		_UpperCAmelCase (		self			:   int							):
   __a							=	[0.06_36, 0.89_64, -0.62_34, -1.01_31, 0.08_44, 0.49_35, 0.34_37, 0.09_11, -0.29_57]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      CrossAttnDownBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  def 		_UpperCAmelCase (		self			:   Optional[int]							):
   __a							,  __a							=	super().prepare_init_args_and_inputs_for_common()
   __a							=	32
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   str							):
   __a							=	[0.22_38, -0.73_96, -0.22_55, -0.38_29, 0.19_25, 1.16_65, 0.06_03, -0.72_95, 0.19_83]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      SimpleCrossAttnDownBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  @property
  def 		_UpperCAmelCase (		self			:   Dict							):
   return super().get_dummy_input(include_encoder_hidden_states=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   int							):
   __a							,  __a							=	super().prepare_init_args_and_inputs_for_common()
   __a							=	32
   return init_dict, inputs_dict

  @unittest.skipIf(torch_device == "mps"  ,				"MPS result is not consistent"							)
  def 		_UpperCAmelCase (		self			:   Tuple							):
   __a							=	[0.79_21, -0.09_92, -0.19_62, -0.76_95, -0.42_42, 0.78_04, 0.47_37, 0.27_65, 0.33_38]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      SkipDownBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  @property
  def 		_UpperCAmelCase (		self			:   Union[str, Any]							):
   return super().get_dummy_input(include_skip_sample=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   List[str]							):
   __a							=	[-0.08_45, -0.20_87, -0.24_65, 0.09_71, 0.19_00, -0.04_84, 0.26_64, 0.41_79, 0.50_69]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      AttnSkipDownBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  @property
  def 		_UpperCAmelCase (		self			:   Dict							):
   return super().get_dummy_input(include_skip_sample=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   List[Any]							):
   __a							=	[0.55_39, 0.16_09, 0.49_24, 0.05_37, -0.19_95, 0.40_50, 0.09_79, -0.27_21, -0.06_42]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      DownEncoderBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  @property
  def 		_UpperCAmelCase (		self			:   Optional[int]							):
   return super().get_dummy_input(include_temb=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   List[Any]							):
   __a							=	{
       "in_channels": 32,
       "out_channels": 32,
   }
   __a							=	self.dummy_input
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   List[str]							):
   __a							=	[1.11_02, 0.53_02, 0.48_72, -0.00_23, -0.80_42, 0.04_83, -0.34_89, -0.56_32, 0.76_26]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      AttnDownEncoderBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """down"""

  @property
  def 		_UpperCAmelCase (		self			:   Optional[Any]							):
   return super().get_dummy_input(include_temb=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Union[str, Any]							):
   __a							=	{
       "in_channels": 32,
       "out_channels": 32,
   }
   __a							=	self.dummy_input
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   Dict							):
   __a							=	[0.89_66, -0.14_86, 0.85_68, 0.81_41, -0.90_46, -0.13_42, -0.09_72, -0.74_17, 0.15_38]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      UNetMidBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """mid"""

  def 		_UpperCAmelCase (		self			:   str							):
   __a							=	{
       "in_channels": 32,
       "temb_channels": 1_28,
   }
   __a							=	self.dummy_input
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   Optional[Any]							):
   __a							=	[-0.10_62, 1.72_48, 0.34_94, 1.45_69, -0.09_10, -1.24_21, -0.99_84, 0.67_36, 1.00_28]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      UNetMidBlockaDCrossAttn  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """mid"""

  def 		_UpperCAmelCase (		self			:   Tuple							):
   __a							,  __a							=	super().prepare_init_args_and_inputs_for_common()
   __a							=	32
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   List[str]							):
   __a							=	[0.01_87, 2.42_20, 0.44_84, 1.12_03, -0.61_21, -1.51_22, -0.82_70, 0.78_51, 1.83_35]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      UNetMidBlockaDSimpleCrossAttn  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """mid"""

  @property
  def 		_UpperCAmelCase (		self			:   Tuple							):
   return super().get_dummy_input(include_encoder_hidden_states=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   int							):
   __a							,  __a							=	super().prepare_init_args_and_inputs_for_common()
   __a							=	32
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   Any							):
   __a							=	[0.71_43, 1.99_74, 0.54_48, 1.39_77, 0.12_82, -1.12_37, -1.42_38, 0.55_30, 0.88_80]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      UpBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   Union[str, Any]							):
   return super().get_dummy_input(include_res_hidden_states_tuple=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Any							):
   __a							=	[-0.20_41, -0.41_65, -0.30_22, 0.00_41, -0.66_28, -0.70_53, 0.19_28, -0.03_25, 0.05_23]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      ResnetUpsampleBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   Tuple							):
   return super().get_dummy_input(include_res_hidden_states_tuple=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Optional[Any]							):
   __a							=	[0.22_87, 0.35_49, -0.13_46, 0.47_97, -0.17_15, -0.96_49, 0.73_05, -0.58_64, -0.62_44]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      CrossAttnUpBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   Optional[int]							):
   return super().get_dummy_input(include_res_hidden_states_tuple=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Tuple							):
   __a							,  __a							=	super().prepare_init_args_and_inputs_for_common()
   __a							=	32
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   List[Any]							):
   __a							=	[-0.14_03, -0.35_15, -0.04_20, -0.14_25, 0.31_67, 0.50_94, -0.21_81, 0.59_31, 0.55_82]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      SimpleCrossAttnUpBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   Union[str, Any]							):
   return super().get_dummy_input(include_res_hidden_states_tuple=__SCREAMING_SNAKE_CASE  ,				include_encoder_hidden_states=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   int							):
   __a							,  __a							=	super().prepare_init_args_and_inputs_for_common()
   __a							=	32
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   List[str]							):
   __a							=	[0.26_45, 0.14_80, 0.09_09, 0.80_44, -0.97_58, -0.90_83, 0.09_94, -1.14_53, -0.74_02]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      AttnUpBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   Optional[int]							):
   return super().get_dummy_input(include_res_hidden_states_tuple=__SCREAMING_SNAKE_CASE							)

  @unittest.skipIf(torch_device == "mps"  ,				"MPS result is not consistent"							)
  def 		_UpperCAmelCase (		self			:   str							):
   __a							=	[0.09_79, 0.13_26, 0.00_21, 0.06_59, 0.22_49, 0.00_59, 0.11_32, 0.59_52, 0.10_33]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      SkipUpBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   List[Any]							):
   return super().get_dummy_input(include_res_hidden_states_tuple=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   List[Any]							):
   __a							=	[-0.08_93, -0.12_34, -0.15_06, -0.03_32, 0.01_23, -0.02_11, 0.05_66, 0.01_43, 0.03_62]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      AttnSkipUpBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   int							):
   return super().get_dummy_input(include_res_hidden_states_tuple=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   int							):
   __a							=	[0.03_61, 0.06_17, 0.27_87, -0.03_50, 0.03_42, 0.34_21, -0.08_43, 0.09_13, 0.30_15]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      UpDecoderBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   List[Any]							):
   return super().get_dummy_input(include_temb=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   str							):
   __a							=	{"in_channels": 32, "out_channels": 32}

   __a							=	self.dummy_input
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   Optional[Any]							):
   __a							=	[0.44_04, 0.19_98, -0.98_86, -0.33_20, -0.31_28, -0.70_34, -0.69_55, -0.23_38, -0.31_37]
   super().test_output(__SCREAMING_SNAKE_CASE							)
class  A_			(							a_      ,							unittest.TestCase			):
  _SCREAMING_SNAKE_CASE     					=      AttnUpDecoderBlockaD  # noqa F405
  _SCREAMING_SNAKE_CASE     					=      """up"""

  @property
  def 		_UpperCAmelCase (		self			:   Optional[Any]							):
   return super().get_dummy_input(include_temb=__SCREAMING_SNAKE_CASE							)

  def 		_UpperCAmelCase (		self			:   Any							):
   __a							=	{"in_channels": 32, "out_channels": 32}

   __a							=	self.dummy_input
   return init_dict, inputs_dict

  def 		_UpperCAmelCase (		self			:   Union[str, Any]							):
   __a							=	[0.67_38, 0.44_91, 0.10_55, 1.07_10, 0.73_16, 0.33_39, 0.33_52, 0.10_23, 0.35_68]
   super().test_output(__SCREAMING_SNAKE_CASE							)



import os
from collections import namedtuple

import pytest

from datasets import ClassLabel, Features, Sequence, Value
from datasets.commands.test import TestCommand
from datasets.info import DatasetInfo, DatasetInfosDict


SCREAMING_SNAKE_CASE			:						Union[str, Any]				  =		namedtuple(
    """_TestCommandArgs""",
    [
        """dataset""",
        """name""",
        """cache_dir""",
        """data_dir""",
        """all_configs""",
        """save_infos""",
        """ignore_verifications""",
        """force_redownload""",
        """clear_cache""",
    ],
    defaults=[None, None, None, False, False, False, False, False],
)



def 	__A		(      _A				,					_A       ):



 """simple docstring"""


 return (abs(source - target       ) / target) < 0.01






@pytest.mark.integration
def 	__A		(      _A       ):



 """simple docstring"""


 __a							=	_TestCommandArgs(dataset=_A				,					all_configs=_A				,					save_infos=_A       )
 __a							=	TestCommand(*_A       )
 test_command.run()
 __a							=	os.path.join(_A				,					"README.md"       )
 assert os.path.exists(_A       )
 __a							=	DatasetInfosDict.from_directory(_A       )
 __a							=	DatasetInfosDict(
     {
         "default": DatasetInfo(
             features=Features(
                 {
                     "tokens": Sequence(Value("string"       )       ),
                     "ner_tags": Sequence(
                         ClassLabel(names=["O", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]       )       ),
                     "langs": Sequence(Value("string"       )       ),
                     "spans": Sequence(Value("string"       )       ),
                 }       )				,					splits=[
                 {
                     "name": "train",
                     "num_bytes": 235_1563,
                     "num_examples": 1_0000,
                 },
                 {
                     "name": "validation",
                     "num_bytes": 23_8418,
                     "num_examples": 1000,
                 },
             ]				,					download_size=394_0680				,					dataset_size=258_9981				,					)
     }       )
 assert dataset_infos.keys() == expected_dataset_infos.keys()
 for key in DatasetInfo._INCLUDED_INFO_IN_YAML:
  __a							,  __a							=	getattr(dataset_infos["default"]				,					_A       ), getattr(expected_dataset_infos["default"]				,					_A       )
  if key == "num_bytes":
   assert is_apercent_close(_A				,					_A       )
  elif key == "splits":
   assert list(_A       ) == list(_A       )
   for split in result:
    assert result[split].name == expected[split].name
    assert result[split].num_examples == expected[split].num_examples
    assert is_apercent_close(result[split].num_bytes				,					expected[split].num_bytes       )
  else:
   result == expected


