

import pytest

from datasets import inspect_metric, list_metrics, load_metric

@pytest.fixture
def 			lowerCamelCase__			(       _a):
	monkeypatch.setattr("datasets.utils.deprecation_utils._emitted_deprecation_warnings"				,      set())

@pytest.fixture
def 			lowerCamelCase__			(       _a):






	class _UpperCamelCase				:
				'''simple docstring'''







				def __init__(      self				:			int   ,   a				:			Union[str, Any]						)				->							Optional[int]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE :   Optional[int]					  =							metric_id






	class _UpperCamelCase				:
				'''simple docstring'''







				lowerCamelCase__							     =[MetricMock(__A ) for metric_id in ['accuracy', 'mse', 'precision', 'codeparrot/apps_metric']]
				def 				__UpperCamelCase			(      self				:			Union[str, Any]						)				->							int:

					"""simple docstring"""

					return self._metrics

	monkeypatch.setattr("datasets.inspect.huggingface_hub"				,      HfhMock())


@pytest.mark.parametrize(
    "func, args"				,      [(load_metric, ("metrics/mse",)), (list_metrics, ()), (inspect_metric, ("metrics/mse", "tmp_path"))])
def 			lowerCamelCase__			(       _a				,      _a				,      _a				,      _a				,      _a):
	if "tmp_path" in args:
		SCREAMING_SNAKE_CASE :   int					  =							tuple(arg if arg != "tmp_path" else tmp_path for arg in args)
	with pytest.warns(_a				,      match="https://huggingface.co/docs/evaluate"):
		func(*_a)


from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowercase_   							=  logging.get_logger(__name__)

lowercase_   							=  {
    'facebook/timesformer': 'https://huggingface.co/facebook/timesformer/resolve/main/config.json',
}





class 					__lowerCAmelCase	(   SCREAMING_SNAKE_CASE				):
  _a		     =    """timesformer"""




  def __init__(							self				,  lowerCAmelCase=224				,  lowerCAmelCase=16				,  lowerCAmelCase=3				,  lowerCAmelCase=8				,  lowerCAmelCase=768				,  lowerCAmelCase=12				,  lowerCAmelCase=12				,  lowerCAmelCase=3_072				,  lowerCAmelCase="gelu"				,  lowerCAmelCase=0.0				,  lowerCAmelCase=0.0				,  lowerCAmelCase=0.02				,  lowerCAmelCase=1e-6				,  lowerCAmelCase=True				,  lowerCAmelCase="divided_space_time"				,  lowerCAmelCase=0				,  **lowerCAmelCase				,  )    ->					Any:
        '''simple docstring'''






        super().__init__(**lowerCAmelCase   )

        _lowercase      			=image_size
        _lowercase      			=patch_size
        _lowercase      			=num_channels
        _lowercase      			=num_frames

        _lowercase      			=hidden_size
        _lowercase      			=num_hidden_layers
        _lowercase      			=num_attention_heads
        _lowercase      			=intermediate_size
        _lowercase      			=hidden_act
        _lowercase      			=hidden_dropout_prob
        _lowercase      			=attention_probs_dropout_prob
        _lowercase      			=initializer_range
        _lowercase      			=layer_norm_eps
        _lowercase      			=qkv_bias

        _lowercase      			=attention_type
        _lowercase      			=drop_path_rate


