





"""simple docstring"""


from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_flax_available,
    is_tf_available,
    is_tokenizers_available,
    is_torch_available,
    is_vision_available,
)


lowerCamelCase__				  =   {
    "configuration_owlvit": [
        "OWLVIT_PRETRAINED_CONFIG_ARCHIVE_MAP",
        "OwlViTConfig",
        "OwlViTOnnxConfig",
        "OwlViTTextConfig",
        "OwlViTVisionConfig",
    ],
    "processing_owlvit": ["OwlViTProcessor"],
}


try:
  if not is_vision_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  lowerCamelCase__				  =   ["OwlViTFeatureExtractor"]
  lowerCamelCase__				  =   ["OwlViTImageProcessor"]

try:
  if not is_torch_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  lowerCamelCase__				  =   [
      "OWLVIT_PRETRAINED_MODEL_ARCHIVE_LIST",
      "OwlViTModel",
      "OwlViTPreTrainedModel",
      "OwlViTTextModel",
      "OwlViTVisionModel",
      "OwlViTForObjectDetection",
  ]

if TYPE_CHECKING:
  from .configuration_owlvit import (
      OWLVIT_PRETRAINED_CONFIG_ARCHIVE_MAP,
      OwlViTConfig,
      OwlViTOnnxConfig,
      OwlViTTextConfig,
      OwlViTVisionConfig,
  )
  from .processing_owlvit import OwlViTProcessor

  try:
    if not is_vision_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .feature_extraction_owlvit import OwlViTFeatureExtractor
    from .image_processing_owlvit import OwlViTImageProcessor

  try:
    if not is_torch_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .modeling_owlvit import (
        OWLVIT_PRETRAINED_MODEL_ARCHIVE_LIST,
        OwlViTForObjectDetection,
        OwlViTModel,
        OwlViTPreTrainedModel,
        OwlViTTextModel,
        OwlViTVisionModel,
    )

else:
  import sys

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







"""simple docstring"""


import importlib
import os
import sys


# This is required to make the module import works (when the python process is running from the root of the repo)
sys.path.append(".")




def 					lowercase__    (					lowercase_			)					->		int:




      """simple docstring"""

      _UpperCamelCase      :	Any						=       test_file.split(os.path.sep			)
      if components[0:2] != ["tests", "models"]:
            raise ValueError(
                "`test_file` should start with `tests/models/` (with `/` being the OS specific path separator). Got "
                F'''{test_file} instead.'''			)
      _UpperCamelCase      :	str						=       components[-1]
      if not test_fn.endswith("py"			):
            raise ValueError(F'''`test_file` should be a python file. Got {test_fn} instead.'''			)
      if not test_fn.startswith("test_modeling_"			):
            raise ValueError(
                F'''`test_file` should point to a file name of the form `test_modeling_*.py`. Got {test_fn} instead.'''			)

      _UpperCamelCase      :	Dict						=       components[:-1] + [test_fn.replace(".py"		,""			)]
      _UpperCamelCase      :	List[str]						=       ".".join(lowercase_			)

      return test_module_path




def 					lowercase__    (					lowercase_			)					->		List[Any]:




      """simple docstring"""

      _UpperCamelCase      :	Optional[Any]						=       get_module_path(lowercase_			)
      _UpperCamelCase      :	str						=       importlib.import_module(lowercase_			)

      return test_module




def 					lowercase__    (					lowercase_			)					->		Optional[Any]:




      """simple docstring"""

      _UpperCamelCase      :	Union[str, Any]						=       []
      _UpperCamelCase      :	List[Any]						=       get_test_module(lowercase_			)
      for attr in dir(lowercase_			):
            if attr.endswith("ModelTester"			):
                  tester_classes.append(getattr(lowercase_		,lowercase_			)			)

    # sort with class names
      return sorted(lowercase_		,key=lambda lowercase_			: x.__name__			)




def 					lowercase__    (					lowercase_			)					->		Tuple:




      """simple docstring"""

      _UpperCamelCase      :	Optional[Any]						=       []
      _UpperCamelCase      :	Any						=       get_test_module(lowercase_			)
      for attr in dir(lowercase_			):
            _UpperCamelCase      :	int						=       getattr(lowercase_		,lowercase_			)
            # (TF/Flax)ModelTesterMixin is also an attribute in specific model test module. Let's exclude them by checking
            # `all_model_classes` is not empty (which also excludes other special classes).
            _UpperCamelCase      :	Optional[Any]						=       getattr(lowercase_		,"all_model_classes"		,[]			)
            if len(lowercase_			) > 0:
                  test_classes.append(lowercase_			)

    # sort with class names
      return sorted(lowercase_		,key=lambda lowercase_			: x.__name__			)




def 					lowercase__    (					lowercase_			)					->		Any:




      """simple docstring"""

      _UpperCamelCase      :	Dict						=       get_test_classes(lowercase_			)
      _UpperCamelCase      :	int						=       set()
      for test_class in test_classes:
            model_classes.update(test_class.all_model_classes			)

      # sort with class names
      return sorted(lowercase_		,key=lambda lowercase_			: x.__name__			)




def 					lowercase__    (					lowercase_			)					->		Optional[Any]:




      """simple docstring"""

      _UpperCamelCase      :	List[str]						=       test_class()
      if hasattr(lowercase_		,"setUp"			):
            test.setUp()

      _UpperCamelCase      :	Tuple						=       None
      if hasattr(lowercase_		,"model_tester"			):
            # `(TF/Flax)ModelTesterMixin` has this attribute default to `None`. Let's skip this case.
            if test.model_tester is not None:
                  _UpperCamelCase      :	Tuple						=       test.model_tester.__class__

      return model_tester




def 					lowercase__    (					lowercase_		,lowercase_			)					->		Union[str, Any]:




      """simple docstring"""

      _UpperCamelCase      :	str						=       get_test_classes(lowercase_			)

      _UpperCamelCase      :	Dict						=       []
      for test_class in test_classes:
            if model_class in test_class.all_model_classes:
                  target_test_classes.append(lowercase_			)

    # sort with class names
      return sorted(lowercase_		,key=lambda lowercase_			: x.__name__			)




def 					lowercase__    (					lowercase_		,lowercase_			)					->		Dict:




      """simple docstring"""

      _UpperCamelCase      :	Any						=       get_test_classes_for_model(lowercase_		,lowercase_			)

      _UpperCamelCase      :	List[Any]						=       []
      for test_class in test_classes:
            _UpperCamelCase      :	List[Any]						=       get_model_tester_from_test_class(lowercase_			)
            if tester_class is not None:
                  tester_classes.append(lowercase_			)

    # sort with class names
      return sorted(lowercase_		,key=lambda lowercase_			: x.__name__			)




def 					lowercase__    (					lowercase_			)					->		Union[str, Any]:




      """simple docstring"""

      _UpperCamelCase      :	Any						=       get_test_classes(lowercase_			)
      _UpperCamelCase      :	Tuple						=       {test_class: get_model_tester_from_test_class(lowercase_			) for test_class in test_classes}
      return test_tester_mapping




def 					lowercase__    (					lowercase_			)					->		Union[str, Any]:




      """simple docstring"""

      _UpperCamelCase      :	List[Any]						=       get_model_classes(lowercase_			)
      _UpperCamelCase      :	Optional[int]						=       {
          model_class: get_test_classes_for_model(lowercase_		,lowercase_			) for model_class in model_classes
      }
      return model_test_mapping




def 					lowercase__    (					lowercase_			)					->		Union[str, Any]:




      """simple docstring"""

      _UpperCamelCase      :	Optional[Any]						=       get_model_classes(lowercase_			)
      _UpperCamelCase      :	Tuple						=       {
          model_class: get_tester_classes_for_model(lowercase_		,lowercase_			) for model_class in model_classes
      }
      return model_to_tester_mapping




def 					lowercase__    (					lowercase_			)					->		Optional[int]:




      """simple docstring"""

      if isinstance(lowercase_		,lowercase_			):
            return o
      elif isinstance(lowercase_		,lowercase_			):
            return o.__name__
      elif isinstance(lowercase_		,(list, tuple)			):
            return [to_json(lowercase_			) for x in o]
      elif isinstance(lowercase_		,lowercase_			):
            return {to_json(lowercase_			): to_json(lowercase_			) for k, v in o.items()}
      else:
            return o
