



from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


_A       =					logging.get_logger(__name__)

_A       =					{
    "flaubert/flaubert_small_cased": "https://huggingface.co/flaubert/flaubert_small_cased/resolve/main/config.json",
    "flaubert/flaubert_base_uncased": "https://huggingface.co/flaubert/flaubert_base_uncased/resolve/main/config.json",
    "flaubert/flaubert_base_cased": "https://huggingface.co/flaubert/flaubert_base_cased/resolve/main/config.json",
    "flaubert/flaubert_large_cased": "https://huggingface.co/flaubert/flaubert_large_cased/resolve/main/config.json",
}





class      _lowerCAmelCase (     A__	):
				_lowercase      		='''flaubert'''
				_lowercase      		={
				    '''hidden_size''': '''emb_dim''',
				    '''num_attention_heads''': '''n_heads''',
				    '''num_hidden_layers''': '''n_layers''',
				    '''n_words''': '''vocab_size''',  # For backward compatibility
				}




				def __init__( self    ,    _UpperCamelCase=False    ,    _UpperCamelCase=0.0    ,    _UpperCamelCase=30_145    ,    _UpperCamelCase=2_048    ,    _UpperCamelCase=12    ,    _UpperCamelCase=16    ,    _UpperCamelCase=0.1    ,    _UpperCamelCase=0.1    ,    _UpperCamelCase=True    ,    _UpperCamelCase=False    ,    _UpperCamelCase=False    ,    _UpperCamelCase=False    ,    _UpperCamelCase=1    ,    _UpperCamelCase=True    ,    _UpperCamelCase=512    ,    _UpperCamelCase=2_048**-0.5    ,    _UpperCamelCase=1e-1_2    ,    _UpperCamelCase=0.02    ,    _UpperCamelCase=0    ,    _UpperCamelCase=1    ,    _UpperCamelCase=2    ,    _UpperCamelCase=3    ,    _UpperCamelCase=5    ,    _UpperCamelCase=True    ,    _UpperCamelCase="first"    ,    _UpperCamelCase=True    ,    _UpperCamelCase=None    ,    _UpperCamelCase=True    ,    _UpperCamelCase=0.1    ,    _UpperCamelCase=5    ,    _UpperCamelCase=5    ,    _UpperCamelCase=0    ,    _UpperCamelCase=0    ,    _UpperCamelCase=2    ,    _UpperCamelCase=0    ,    **_UpperCamelCase    ,    )    ->				Optional[int]:
							lowerCAmelCase_      =     pre_norm
							lowerCAmelCase_      =     layerdrop
							lowerCAmelCase_      =     vocab_size
							lowerCAmelCase_      =     emb_dim
							lowerCAmelCase_      =     n_layers
							lowerCAmelCase_      =     n_heads
							lowerCAmelCase_      =     dropout
							lowerCAmelCase_      =     attention_dropout
							lowerCAmelCase_      =     gelu_activation
							lowerCAmelCase_      =     sinusoidal_embeddings
							lowerCAmelCase_      =     causal
							lowerCAmelCase_      =     asm
							lowerCAmelCase_      =     n_langs
							lowerCAmelCase_      =     use_lang_emb
							lowerCAmelCase_      =     layer_norm_eps
							lowerCAmelCase_      =     bos_index
							lowerCAmelCase_      =     eos_index
							lowerCAmelCase_      =     pad_index
							lowerCAmelCase_      =     unk_index
							lowerCAmelCase_      =     mask_index
							lowerCAmelCase_      =     is_encoder
							lowerCAmelCase_      =     max_position_embeddings
							lowerCAmelCase_      =     embed_init_std
							lowerCAmelCase_      =     init_std
							lowerCAmelCase_      =     summary_type
							lowerCAmelCase_      =     summary_use_proj
							lowerCAmelCase_      =     summary_activation
							lowerCAmelCase_      =     summary_proj_to_labels
							lowerCAmelCase_      =     summary_first_dropout
							lowerCAmelCase_      =     start_n_top
							lowerCAmelCase_      =     end_n_top
							lowerCAmelCase_      =     mask_token_id
							lowerCAmelCase_      =     lang_id

							if "n_words" in kwargs:
										lowerCAmelCase_      =     kwargs["n_words"]

							super().__init__(pad_token_id=snake_case_    ,    bos_token_id=snake_case_    ,    **snake_case_					)





class      _lowerCAmelCase (     A__	):




				@property
				def 					__a						( self					)    ->				Mapping[str, Mapping[int, str]]:
							if self.task == "multiple-choice":
										lowerCAmelCase_      =     {0: "batch", 1: "choice", 2: "sequence"}
							else:
										lowerCAmelCase_      =     {0: "batch", 1: "sequence"}
							return OrderedDict(
							    [
							        ("input_ids", dynamic_axis),
							        ("attention_mask", dynamic_axis),
							    ]					)





import math





class      _lowerCAmelCase :




				def __init__( self    ,    _UpperCamelCase					)    ->				Dict:
							lowerCAmelCase_      =     len(_UpperCamelCase					)
							lowerCAmelCase_      =     [0] * (
							    4 * self.N
							)  # approximate the overall size of segment tree with array N
							self.build(1    ,    0    ,    self.N - 1					)




				def 					__a						( self    ,    _UpperCamelCase					)    ->				List[str]:
							return idx * 2




				def 					__a						( self    ,    _UpperCamelCase					)    ->				Tuple:
							return idx * 2 + 1




				def 					__a						( self    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase					)    ->				int:  # noqa: E741
							if l == r:
										lowerCAmelCase_      =     A[l]
							else:
										lowerCAmelCase_      =     (l + r) // 2
										self.build(self.left(_UpperCamelCase					)    ,    _UpperCamelCase    ,    _UpperCamelCase					)
										self.build(self.right(_UpperCamelCase					)    ,    mid + 1    ,    _UpperCamelCase					)
										lowerCAmelCase_      =     max(self.st[self.left(_UpperCamelCase					)]    ,    self.st[self.right(_UpperCamelCase					)]					)




				def 					__a						( self    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase					)    ->				int:
							return self.update_recursive(1    ,    0    ,    self.N - 1    ,    a - 1    ,    b - 1    ,    _UpperCamelCase					)




				def 					__a						( self    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase					)    ->				str:  # noqa: E741
							if r < a or l > b:
										return True
							if l == r:
										lowerCAmelCase_      =     val
										return True
							lowerCAmelCase_      =     (l + r) // 2
							self.update_recursive(self.left(_UpperCamelCase					)    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase					)
							self.update_recursive(self.right(_UpperCamelCase					)    ,    mid + 1    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase					)
							lowerCAmelCase_      =     max(self.st[self.left(_UpperCamelCase					)]    ,    self.st[self.right(_UpperCamelCase					)]					)
							return True




				def 					__a						( self    ,    _UpperCamelCase    ,    _UpperCamelCase					)    ->				Optional[Any]:
							return self.query_recursive(1    ,    0    ,    self.N - 1    ,    a - 1    ,    b - 1					)




				def 					__a						( self    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase					)    ->				Any:  # noqa: E741
							if r < a or l > b:
										return -math.inf
							if l >= a and r <= b:
										return self.st[idx]
							lowerCAmelCase_      =     (l + r) // 2
							lowerCAmelCase_      =     self.query_recursive(self.left(_UpperCamelCase					)    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase					)
							lowerCAmelCase_      =     self.query_recursive(self.right(_UpperCamelCase					)    ,    mid + 1    ,    _UpperCamelCase    ,    _UpperCamelCase    ,    _UpperCamelCase					)
							return max(_UpperCamelCase    ,    _UpperCamelCase					)




				def 					__a						( self					)    ->				int:
							lowerCAmelCase_      =     []
							for i in range(1    ,    N + 1					):
										show_list += [self.query(_UpperCamelCase    ,    _UpperCamelCase					)]
							print(_UpperCamelCase					)


if __name__ == "__main__":
			_A       =					[1, 2, -4, 7, 3, -5, 6, 11, -20, 9, 14, 15, 5, 2, -8]
			_A       =					15
			_A       =					SegmentTree(A)
			print(segt.query(4, 6))
			print(segt.query(7, 11))
			print(segt.query(7, 12))
			segt.update(1, 3, 1_11)
			print(segt.query(1, 15))
			segt.update(7, 8, 2_35)
			segt.show_data()



