
'''simple docstring'''


import json
import os
import subprocess
import sys
import warnings
from argparse import ArgumentParser
from contextlib import AbstractContextManager
from typing import Dict, List, Optional

import requests

from ..utils import logging
from . import BaseTransformersCLICommand


__lowercase							:				int					=       logging.get_logger(__name__)  # pylint: disable=invalid-name


__lowercase							:				int					=       '''lfs-multipart-upload'''

class 		__lowercase			(					_a      ):

			@staticmethod
			def     UpperCAmelCase__	(A ):
								lowerCamelCase_   : str       =						parser.add_parser(
								    '''lfs-enable-largefiles'''     ,				help=(
								        '''Deprecated: use `huggingface-cli` instead. Configure your repository to enable upload of files > 5GB.'''
								    )     ,				)
								enable_parser.add_argument('''path'''     ,				type=SCREAMING_SNAKE_CASE__     ,				help='''Local path to repository you want to configure.''' )
								enable_parser.set_defaults(func=lambda A : LfsEnableCommand(SCREAMING_SNAKE_CASE__ ) )

								lowerCamelCase_   : Optional[int]       =						parser.add_parser(
								    SCREAMING_SNAKE_CASE__     ,				help=(
								        '''Deprecated: use `huggingface-cli` instead. '''
								        '''Command will get called by git-lfs, do not call it directly.'''
								    )     ,				)
								upload_parser.set_defaults(func=lambda A : LfsUploadCommand(SCREAMING_SNAKE_CASE__ ) )

class 		__lowercase			:

			def __init__(self     ,				A ):
								lowerCamelCase_   : Tuple       =						args






			def     UpperCAmelCase__	(self ):
								warnings.warn(
								    '''Managing repositories through transformers-cli is deprecated. Please use `huggingface-cli` instead.''' )
								lowerCamelCase_   : Optional[Any]       =						os.path.abspath(self.args.path )
								if not os.path.isdir(SCREAMING_SNAKE_CASE__ ):
													print('''This does not look like a valid git repo.''' )
													exit(1 )
								subprocess.run(
								    '''git config lfs.customtransfer.multipart.path transformers-cli'''.split()     ,				check=SCREAMING_SNAKE_CASE__     ,				cwd=SCREAMING_SNAKE_CASE__ )
								subprocess.run(
								    F"""git config lfs.customtransfer.multipart.args {LFS_MULTIPART_UPLOAD_COMMAND}""".split()     ,				check=SCREAMING_SNAKE_CASE__     ,				cwd=SCREAMING_SNAKE_CASE__     ,				)
								print('''Local repo set up for largefiles''' )




def lowercase_		(				_lowercase			)       ->							Optional[int]:
					'''simple docstring'''

					lowerCamelCase_   : str       =						json.dumps(_lowercase			) + "\n"
					sys.stdout.write(_lowercase			)
					sys.stdout.flush()




def lowercase_		(				)       ->							str:
					'''simple docstring'''

					lowerCamelCase_   : Union[str, Any]       =						json.loads(sys.stdin.readline().strip()			)

					if "terminate" in (msg.get('''type'''			), msg.get('''event'''			)):
										# terminate message received
										return None

					if msg.get('''event'''			) not in ("download", "upload"):
										logger.critical('''Received unexpected message'''			)
										sys.exit(1			)

					return msg

class 		__lowercase			(					_a      ):

			def __init__(self     ,				A     ,				A     ,				A ):
								lowerCamelCase_   : Optional[Any]       =						filepath
								lowerCamelCase_   : Optional[int]       =						seek_from
								lowerCamelCase_   : List[str]       =						read_limit
								lowerCamelCase_   : List[Any]       =						0

			def __enter__(self ):
								lowerCamelCase_   : Any       =						open(self.filepath     ,				'''rb''' )
								self.f.seek(self.seek_from )
								return self

			def __len__(self ):
								lowerCamelCase_   : List[str]       =						os.fstat(self.f.fileno() ).st_size
								return min(self.read_limit     ,				total_length - self.seek_from )

			def     UpperCAmelCase__	(self     ,				A=-1 ):
								if self.n_seen >= self.read_limit:
													return b""
								lowerCamelCase_   : Tuple       =						self.read_limit - self.n_seen
								lowerCamelCase_   : Tuple       =						self.f.read(remaining_amount if n < 0 else min(SCREAMING_SNAKE_CASE__     ,				SCREAMING_SNAKE_CASE__ ) )
								self.n_seen += len(SCREAMING_SNAKE_CASE__ )
								return data

			def __iter__(self ):
								yield self.read(n=4 * 1_0_2_4 * 1_0_2_4 )






			def __exit__(self     ,				*A ):
								self.f.close()

class 		__lowercase			:

			def __init__(self     ,				A ):
								lowerCamelCase_   : List[Any]       =						args






			def     UpperCAmelCase__	(self ):
								# Immediately after invoking a custom transfer process, git-lfs
								# sends initiation data to the process over stdin.
								# This tells the process useful information about the configuration.
								lowerCamelCase_   : List[str]       =						json.loads(sys.stdin.readline().strip() )
								if not (init_msg.get('''event''' ) == "init" and init_msg.get('''operation''' ) == "upload"):
													write_msg({'''error''': {'''code''': 3_2, '''message''': '''Wrong lfs init operation'''}} )
													sys.exit(1 )

								# The transfer process should use the information it needs from the
								# initiation structure, and also perform any one-off setup tasks it
								# needs to do. It should then respond on stdout with a simple empty
								# confirmation structure, as follows:
								write_msg({} )

								# After the initiation exchange, git-lfs will send any number of
								# transfer requests to the stdin of the transfer process, in a serial sequence.
								while True:
													lowerCamelCase_   : Optional[Any]       =						read_msg()
													if msg is None:
																		# When all transfers have been processed, git-lfs will send
																		# a terminate event to the stdin of the transfer process.
																		# On receiving this message the transfer process should
																		# clean up and terminate. No response is expected.
																		sys.exit(0 )

													lowerCamelCase_   : Dict       =						msg["oid"]
													lowerCamelCase_   : Union[str, Any]       =						msg["path"]
													lowerCamelCase_   : List[str]       =						msg["action"]["href"]
													lowerCamelCase_   : Union[str, Any]       =						msg["action"]["header"]
													lowerCamelCase_   : int       =						int(header.pop('''chunk_size''' ) )
													lowerCamelCase_   : List[str]       =						list(header.values() )

													lowerCamelCase_   : Tuple       =						[]
													for i, presigned_url in enumerate(SCREAMING_SNAKE_CASE__ ):
																		with FileSlice(SCREAMING_SNAKE_CASE__     ,				seek_from=i * chunk_size     ,				read_limit=SCREAMING_SNAKE_CASE__ ) as data:
																							lowerCamelCase_   : Optional[Any]       =						requests.put(SCREAMING_SNAKE_CASE__     ,				data=SCREAMING_SNAKE_CASE__ )
																							r.raise_for_status()
																							parts.append(
																							    {
																							        '''etag''': r.headers.get('''etag''' ),
																							        '''partNumber''': i + 1,
																							    } )
																							# In order to support progress reporting while data is uploading / downloading,
																							# the transfer process should post messages to stdout
																							write_msg(
																							    {
																							        '''event''': '''progress''',
																							        '''oid''': oid,
																							        '''bytesSoFar''': (i + 1) * chunk_size,
																							        '''bytesSinceLast''': chunk_size,
																							    } )
																							# Not precise but that's ok.

													lowerCamelCase_   : Dict       =						requests.post(
													    SCREAMING_SNAKE_CASE__     ,				json={
													        '''oid''': oid,
													        '''parts''': parts,
													    }     ,				)
													r.raise_for_status()

													write_msg({'''event''': '''complete''', '''oid''': oid} )




'''simple docstring'''


__lowercase							:				str					=       [
    ['''ab-e1''', '''ac-e3''', '''ad-e5''', '''bc-e4''', '''bd-e2''', '''be-e6''', '''bh-e12''', '''cd-e2''', '''ce-e4''',
     '''de-e1''', '''df-e8''', '''dg-e5''', '''dh-e10''', '''ef-e3''', '''eg-e2''', '''fg-e6''', '''gh-e6''', '''hi-e3'''],
    ['''ab-e1''', '''ac-e3''', '''ad-e5''', '''bc-e4''', '''bd-e2''', '''be-e6''', '''cd-e2''', '''de-e1''', '''df-e8''',
     '''ef-e3''', '''eg-e2''', '''fg-e6'''],
    ['''ab-e1''', '''ac-e3''', '''bc-e4''', '''bd-e2''', '''de-e1''', '''df-e8''', '''dg-e5''', '''ef-e3''', '''eg-e2''',
     '''eh-e12''', '''fg-e6''', '''fh-e10''', '''gh-e6'''],
    ['''ab-e1''', '''ac-e3''', '''bc-e4''', '''bd-e2''', '''bh-e12''', '''cd-e2''', '''df-e8''', '''dh-e10'''],
    ['''ab-e1''', '''ac-e3''', '''ad-e5''', '''bc-e4''', '''bd-e2''', '''cd-e2''', '''ce-e4''', '''de-e1''', '''df-e8''',
     '''dg-e5''', '''ef-e3''', '''eg-e2''', '''fg-e6''']
]




def lowercase_		(				_lowercase			)       ->							Optional[int]:
					'''simple docstring'''

					lowerCamelCase_   : Union[str, Any]       =						set()
					for row in edge_array:
										for item in row:
															distinct_edge.add(item[0]			)
					return list(_lowercase			)




def lowercase_		(				_lowercase     ,    _lowercase			)       ->							int:
					'''simple docstring'''

					lowerCamelCase_   : List[Any]       =						['''0'''] * len(_lowercase			)
					for i, row in enumerate(_lowercase			):
										for item in row:
															if distinct_edge in item[0]:
																				lowerCamelCase_   : Union[str, Any]       =						'''1'''
																				break
					return "".join(_lowercase			)




def lowercase_		(				_lowercase			)       ->							Optional[int]:
					'''simple docstring'''

					lowerCamelCase_   : int       =						get_distinct_edge(_lowercase			)
					lowerCamelCase_   : Any       =						{}

					for item in distinct_edge:
										lowerCamelCase_   : Dict       =						get_bitcode(_lowercase     ,    _lowercase			)
										# print('bit',bit)
										# bt=''.join(bit)
										lowerCamelCase_   : Dict       =						bit.count('''1'''			)
										lowerCamelCase_   : Tuple       =						[s, bit]
					# Store [Distinct edge, WT(Bitcode), Bitcode] in descending order
					lowerCamelCase_   : int       =						[
					    [k, v[0], v[1]]
					    for k, v in sorted(frequency_table.items()     ,    key=lambda _lowercase			: v[1][0]     ,    reverse=_lowercase			)
					]
					return sorted_frequency_table




def lowercase_		(				_lowercase			)       ->							Any:
					'''simple docstring'''

					lowerCamelCase_   : Dict       =						{}
					for _, item in enumerate(_lowercase			):
										nodes.setdefault(item[2]     ,    []			).append(item[0]			)
					return nodes




def lowercase_		(				_lowercase			)       ->							str:
					'''simple docstring'''

					lowerCamelCase_   : List[Any]       =						{}
					for key, value in nodes.items():
										lowerCamelCase_   : Optional[int]       =						value
					return cluster




def lowercase_		(				_lowercase			)       ->							Optional[int]:
					'''simple docstring'''

					return [i * 100 / len(_lowercase			) for i in cluster]




def lowercase_		(				)       ->							None:
					'''simple docstring'''

					print('''\nNodes\n'''			)
					for key, value in nodes.items():
										print(_lowercase     ,    _lowercase			)
					print('''\nSupport\n'''			)
					print(_lowercase			)
					print('''\n Cluster \n'''			)
					for key, value in sorted(cluster.items()     ,    reverse=_lowercase			):
										print(_lowercase     ,    _lowercase			)
					print('''\n Graph\n'''			)
					for key, value in graph.items():
										print(_lowercase     ,    _lowercase			)
					print('''\n Edge List of Frequent subgraphs \n'''			)
					for edge_list in freq_subgraph_edge_list:
										print(_lowercase			)




def lowercase_		(				_lowercase     ,    _lowercase     ,    _lowercase     ,    _lowercase			)       ->							Tuple:
					'''simple docstring'''

					for i in cluster[ca]:
										lowerCamelCase_   : str       =						0
										lowerCamelCase_   : Optional[Any]       =						ca + 1
										while ca < max(cluster.keys()			):
															for j in cluster[ca]:
																				if int(_lowercase     ,    2			) & int(_lowercase     ,    2			) == int(_lowercase     ,    2			):
																									if tuple(nodes[i]			) in graph:
																														graph[tuple(nodes[i]			)].append(nodes[j]			)
																									else:
																														lowerCamelCase_   : Union[str, Any]       =						[nodes[j]]
																									count += 1
															if count == 0:
																				lowerCamelCase_   : Any       =						ca + 1
															else:
																				break




def lowercase_		(				_lowercase     ,    _lowercase			)       ->							Dict:
					'''simple docstring'''

					lowerCamelCase_   : List[str]       =						cluster[max(cluster.keys()			)]
					lowerCamelCase_   : Tuple       =						'''Header'''
					lowerCamelCase_   : Optional[int]       =						{}
					for i in x:
										if (["Header"],) in graph:
															graph[(["Header"],)].append(x[i]			)
										else:
															lowerCamelCase_   : Any       =						[x[i]]
					for i in x:
										lowerCamelCase_   : Any       =						[['''Header''']]
					lowerCamelCase_   : List[Any]       =						1
					while i < max(_lowercase			) - 1:
										create_edge(_lowercase     ,    _lowercase     ,    _lowercase     ,    _lowercase			)
										lowerCamelCase_   : Tuple       =						i + 1
					return graph




def lowercase_		(				_lowercase     ,    _lowercase     ,    _lowercase     ,    _lowercase=None			)       ->							Dict:
					'''simple docstring'''

					lowerCamelCase_   : List[str]       =						(path or []) + [start]
					if start == end:
										paths.append(_lowercase			)
					for node in graph[start]:
										if tuple(_lowercase			) not in path:
															my_dfs(_lowercase     ,    tuple(_lowercase			)     ,    _lowercase     ,    _lowercase			)




def lowercase_		(				_lowercase     ,    _lowercase     ,    _lowercase			)       ->							int:
					'''simple docstring'''

					lowerCamelCase_   : Dict       =						int(s / 100 * (len(_lowercase			) - 1)			)
					for i in cluster[k]:
										my_dfs(_lowercase     ,    tuple(cluster[k][i]			)     ,    (['''Header'''],)			)




def lowercase_		(				_lowercase			)       ->							Optional[Any]:
					'''simple docstring'''

					lowerCamelCase_   : Tuple       =						[]
					for edges in paths:
										lowerCamelCase_   : Optional[int]       =						[]
										for j in range(len(_lowercase			) - 1			):
															lowerCamelCase_   : List[str]       =						list(edges[j]			)
															for e in temp:
																				lowerCamelCase_   : Dict       =						(e[0], e[1])
																				el.append(_lowercase			)
										freq_sub_el.append(_lowercase			)
					return freq_sub_el




def lowercase_		(				_lowercase			)       ->							int:
					'''simple docstring'''

					for i in range(len(_lowercase			)			):
										for j in range(len(edge_array[i]			)			):
															lowerCamelCase_   : Any       =						edge_array[i][j].split('''-'''			)
															lowerCamelCase_   : Optional[Any]       =						t


if __name__ == "__main__":
					preprocess(edge_array)
					__lowercase							:				List[Any]					=       get_frequency_table(edge_array)
					__lowercase							:				Optional[Any]					=       get_nodes(frequency_table)
					__lowercase							:				int					=       get_cluster(nodes)
					__lowercase							:				Any					=       get_support(cluster)
					__lowercase							:				int					=       construct_graph(cluster, nodes)
					find_freq_subgraph_given_support(60, cluster, graph)
					__lowercase							:				list					=       []
					__lowercase							:				Optional[int]					=       freq_subgraphs_edge_list(paths)
					print_all()


