'''simple docstring'''




import math
import sys






class     a__:


			'''simple docstring'''






			def __init__(       self):




					"""simple docstring"""


					lowerCAmelCase        =  0
					lowerCAmelCase        =  []
					lowerCAmelCase        =  {}  # To store the pos of node in array



			def 							a_	(       self):




					"""simple docstring"""


					return self.cur_size == 0



			def 							a_	(       self	,   __lowerCAmelCase):




					"""simple docstring"""


					lowerCAmelCase        =  self.left(__lowerCAmelCase)
					lowerCAmelCase        =  self.right(__lowerCAmelCase)
					if lc < self.cur_size and self.array(__lowerCAmelCase)[0] < self.array(__lowerCAmelCase)[0]:
							lowerCAmelCase        =  lc
					else:
							lowerCAmelCase        =  idx
					if rc < self.cur_size and self.array(__lowerCAmelCase)[0] < self.array(__lowerCAmelCase)[0]:
							lowerCAmelCase        =  rc
					if smallest != idx:
							self.swap(__lowerCAmelCase	,   __lowerCAmelCase)
							self.min_heapify(__lowerCAmelCase)



			def 							a_	(       self	,   __lowerCAmelCase):




					"""simple docstring"""


					lowerCAmelCase        =  self.cur_size
					self.cur_size += 1
					self.array.append((sys.maxsize, tup[1]))
					self.decrease_key((sys.maxsize, tup[1])	,   tup[0])



			def 							a_	(       self):




					"""simple docstring"""


					lowerCAmelCase        =  self.array[0][1]
					lowerCAmelCase        =  self.array[self.cur_size - 1]
					self.cur_size -= 1
					self.min_heapify(1)
					del self.pos[min_node]
					return min_node



			def 							a_	(       self	,   __lowerCAmelCase):




					"""simple docstring"""


					return 2 * i + 1



			def 							a_	(       self	,   __lowerCAmelCase):




					"""simple docstring"""


					return 2 * i + 2



			def 							a_	(       self	,   __lowerCAmelCase):




					"""simple docstring"""


					return math.floor(i / 2)



			def 							a_	(       self	,   __lowerCAmelCase	,   __lowerCAmelCase):




					"""simple docstring"""


					lowerCAmelCase        =  j
					lowerCAmelCase        =  i
					lowerCAmelCase        =  self.array[i]
					lowerCAmelCase        =  self.array[j]
					lowerCAmelCase        =  temp







			def 							a_	(       self	,   __lowerCAmelCase	,   __lowerCAmelCase):




					"""simple docstring"""


					lowerCAmelCase        =  self.pos[tup[1]]
					# assuming the new_d is atmost old_d
					lowerCAmelCase        =  (new_d, tup[1])
					while idx > 0 and self.array[self.par(__lowerCAmelCase)][0] > self.array[idx][0]:
							self.swap(__lowerCAmelCase	,   self.par(__lowerCAmelCase))
							lowerCAmelCase        =  self.par(__lowerCAmelCase)







class     a__:


			'''simple docstring'''






			def __init__(       self	,   __lowerCAmelCase):




					"""simple docstring"""


					lowerCAmelCase        =  {}  # To store graph: u -> (v,w)
					lowerCAmelCase        =  num  # Number of nodes in graph
					# To store the distance from source vertex
					lowerCAmelCase        =  [0] * self.num_nodes
					lowerCAmelCase        =  [-1] * self.num_nodes  # To store the path



			def 							a_	(       self	,   __lowerCAmelCase	,   __lowerCAmelCase	,   __lowerCAmelCase):




					"""simple docstring"""


					if u in self.adjList:
							self.adjList[u].append((v, w))
					else:
							lowerCAmelCase        =  [(v, w)]

					# Assuming undirected graph
					if v in self.adjList:
							self.adjList[v].append((u, w))
					else:
							lowerCAmelCase        =  [(u, w)]



			def 							a_	(       self):




					"""simple docstring"""


					for u in self.adjList:
							print(__lowerCAmelCase	,   """->"""	,   """ -> """.join(str(f"{v}({w})") for v, w in self.adjList[u]))



			def 							a_	(       self	,   __lowerCAmelCase):




					"""simple docstring"""


					lowerCAmelCase        =  [-1] * self.num_nodes
					# src is the source node
					lowerCAmelCase        =  0
					lowerCAmelCase        =  PriorityQueue()
					q.insert((0, src))  # (dist from src, node)
					for u in self.adjList:
							if u != src:
									lowerCAmelCase        =  sys.maxsize  # Infinity
									lowerCAmelCase        =  -1

					while not q.is_empty():
							lowerCAmelCase        =  q.extract_min()  # Returns node with the min dist from source
							# Update the distance of all the neighbours of u and
							# if their prev dist was INFINITY then push them in Q
							for v, w in self.adjList[u]:
									lowerCAmelCase        =  self.dist[u] + w
									if self.dist[v] > new_dist:
											if self.dist[v] == sys.maxsize:
													q.insert((new_dist, v))
											else:
													q.decrease_key((self.dist[v], v)	,   __lowerCAmelCase)
											lowerCAmelCase        =  new_dist
											lowerCAmelCase        =  u

        # Show the shortest distances from src
					self.show_distances(__lowerCAmelCase)



			def 							a_	(       self	,   __lowerCAmelCase):




					"""simple docstring"""


					print(f"Distance from node: {src}")
					for u in range(self.num_nodes):
							print(f"Node {u} has distance: {self.dist[u]}")







			def 							a_	(       self	,   __lowerCAmelCase	,   __lowerCAmelCase):




					"""simple docstring"""


					lowerCAmelCase        =  []
					lowerCAmelCase        =  0
					lowerCAmelCase        =  dest
					# Backtracking from dest to src
					while self.par[temp] != -1:
							path.append(__lowerCAmelCase)
							if temp != src:
									for v, w in self.adjList[temp]:
											if v == self.par[temp]:
													cost += w
													break
							lowerCAmelCase        =  self.par[temp]
					path.append(__lowerCAmelCase)
					path.reverse()

					print(f"----Path to reach {dest} from {src}----")
					for u in path:
							print(f"{u}"	,   end=""" """)
							if u != dest:
									print("""-> """	,   end="""""")

					print("""\nTotal cost of path: """	,   __lowerCAmelCase)


if __name__ == "__main__":
			__lowercase				   =  Graph(9)
			graph.add_edge(0, 1, 4)
			graph.add_edge(0, 7, 8)
			graph.add_edge(1, 2, 8)
			graph.add_edge(1, 7, 1_1)
			graph.add_edge(2, 3, 7)
			graph.add_edge(2, 8, 2)
			graph.add_edge(2, 5, 4)
			graph.add_edge(3, 4, 9)
			graph.add_edge(3, 5, 1_4)
			graph.add_edge(4, 5, 1_0)
			graph.add_edge(5, 6, 2)
			graph.add_edge(6, 7, 1)
			graph.add_edge(6, 8, 6)
			graph.add_edge(7, 8, 7)
			graph.show_graph()
			graph.dijkstra(0)
			graph.show_path(0, 4)

# OUTPUT
# 0 -> 1(4) -> 7(8)
# 1 -> 0(4) -> 2(8) -> 7(11)
# 7 -> 0(8) -> 1(11) -> 6(1) -> 8(7)
# 2 -> 1(8) -> 3(7) -> 8(2) -> 5(4)
# 3 -> 2(7) -> 4(9) -> 5(14)
# 8 -> 2(2) -> 6(6) -> 7(7)
# 5 -> 2(4) -> 3(14) -> 4(10) -> 6(2)
# 4 -> 3(9) -> 5(10)
# 6 -> 5(2) -> 7(1) -> 8(6)
# Distance from node: 0
# Node 0 has distance: 0
# Node 1 has distance: 4
# Node 2 has distance: 12
# Node 3 has distance: 19
# Node 4 has distance: 21
# Node 5 has distance: 11
# Node 6 has distance: 9
# Node 7 has distance: 8
# Node 8 has distance: 14
# ----Path to reach 4 from 0----
# 0 -> 7 -> 6 -> 5 -> 4
# Total cost of path:  21





'''simple docstring'''




from collections import OrderedDict
from typing import Mapping

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


__lowercase				   =  logging.get_logger(__name__)

__lowercase				   =  {
    '''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     a__( lowerCAmelCase__     ):


			'''simple docstring'''






			UpperCAmelCase_      :					int								=	'''flaubert'''
			UpperCAmelCase_      :					Optional[Any]								=	{
			    '''hidden_size''': '''emb_dim''',
			    '''num_attention_heads''': '''n_heads''',
			    '''num_hidden_layers''': '''n_layers''',
			    '''n_words''': '''vocab_size''',  # For backward compatibility
			}



			def __init__(       self	,   __lowerCAmelCase=False	,   __lowerCAmelCase=0.0	,   __lowerCAmelCase=30145	,   __lowerCAmelCase=2048	,   __lowerCAmelCase=12	,   __lowerCAmelCase=16	,   __lowerCAmelCase=0.1	,   __lowerCAmelCase=0.1	,   __lowerCAmelCase=True	,   __lowerCAmelCase=False	,   __lowerCAmelCase=False	,   __lowerCAmelCase=False	,   __lowerCAmelCase=1	,   __lowerCAmelCase=True	,   __lowerCAmelCase=512	,   __lowerCAmelCase=2048**-0.5	,   __lowerCAmelCase=1E-1_2	,   __lowerCAmelCase=0.02	,   __lowerCAmelCase=0	,   __lowerCAmelCase=1	,   __lowerCAmelCase=2	,   __lowerCAmelCase=3	,   __lowerCAmelCase=5	,   __lowerCAmelCase=True	,   __lowerCAmelCase="first"	,   __lowerCAmelCase=True	,   __lowerCAmelCase=None	,   __lowerCAmelCase=True	,   __lowerCAmelCase=0.1	,   __lowerCAmelCase=5	,   __lowerCAmelCase=5	,   __lowerCAmelCase=0	,   __lowerCAmelCase=0	,   __lowerCAmelCase=2	,   __lowerCAmelCase=0	,   **__lowerCAmelCase	,   ):




					"""simple docstring"""


					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=__lowerCAmelCase	,   bos_token_id=__lowerCAmelCase	,   **__lowerCAmelCase)







class     a__( lowerCAmelCase__     ):


			'''simple docstring'''






			@property
			def 							a_	(       self):




					"""simple docstring"""


					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),
					    ])




