






import argparse
import logging
import sys
from unittest.mock import patch

import run_glue_with_pabee

from transformers.testing_utils import TestCasePlus


logging.basicConfig(level=logging.DEBUG)

__snake_case							      =						logging.getLogger()


def 						_A     (       ):
    UpperCamelCase :List[str]										=     argparse.ArgumentParser()
    parser.add_argument('''-f''' )
    UpperCamelCase :List[str]										=     parser.parse_args()
    return args.f







class     UpperCAmelCase_		(      lowercase				):



      """simple docstring"""
      def 					UpperCAmelCase		(       self				)       ->   List[Any]:
          UpperCamelCase :Any										=     logging.StreamHandler(sys.stdout				)
          logger.addHandler(SCREAMING_SNAKE_CASE_				)

          UpperCamelCase :Tuple										=     self.get_auto_remove_tmp_dir()
          UpperCamelCase :Tuple										=     F'''
            run_glue_with_pabee.py
            --model_type albert
            --model_name_or_path albert-base-v2
            --data_dir ./tests/fixtures/tests_samples/MRPC/
            --output_dir {tmp_dir}
            --overwrite_output_dir
            --task_name mrpc
            --do_train
            --do_eval
            --per_gpu_train_batch_size=2
            --per_gpu_eval_batch_size=1
            --learning_rate=2e-5
            --max_steps=50
            --warmup_steps=2
            --seed=42
            --max_seq_length=128
            '''.split()

          with patch.object(SCREAMING_SNAKE_CASE_					,       '''argv'''					,       SCREAMING_SNAKE_CASE_				):
              UpperCamelCase :int										=     run_glue_with_pabee.main()
              for value in result.values():
                  self.assertGreaterEqual(SCREAMING_SNAKE_CASE_					,       0.75				)







__snake_case							      =						[
    ["""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 						_A     (       SCREAMING_SNAKE_CASE__						:			List[Any] ):
    UpperCamelCase :List[Any]										=     set()
    for row in edge_array:
        for item in row:
            distinct_edge.add(item[0] )
    return list(SCREAMING_SNAKE_CASE__ )


def 						_A     (       SCREAMING_SNAKE_CASE__						:			List[str]  ,						SCREAMING_SNAKE_CASE__						:			str ):
    UpperCamelCase :int										=     ['''0'''] * len(SCREAMING_SNAKE_CASE__ )
    for i, row in enumerate(SCREAMING_SNAKE_CASE__ ):
        for item in row:
            if distinct_edge in item[0]:
                UpperCamelCase :Tuple										=     '''1'''
                break
    return "".join(SCREAMING_SNAKE_CASE__ )


def 						_A     (       SCREAMING_SNAKE_CASE__						:			Union[str, Any] ):
    UpperCamelCase :Optional[Any]										=     get_distinct_edge(SCREAMING_SNAKE_CASE__ )
    UpperCamelCase :Optional[int]										=     {}

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


def 						_A     (       SCREAMING_SNAKE_CASE__						:			int ):
    UpperCamelCase :List[Any]										=     {}
    for _, item in enumerate(SCREAMING_SNAKE_CASE__ ):
        nodes.setdefault(item[2]  ,						[] ).append(item[0] )
    return nodes


def 						_A     (       SCREAMING_SNAKE_CASE__						:			Tuple ):
    UpperCamelCase :str										=     {}
    for key, value in nodes.items():
        UpperCamelCase :str										=     value
    return cluster


def 						_A     (       SCREAMING_SNAKE_CASE__						:			List[Any] ):
    return [i * 100 / len(SCREAMING_SNAKE_CASE__ ) for i in cluster]


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


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


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


def 						_A     (       SCREAMING_SNAKE_CASE__						:			List[str]  ,						SCREAMING_SNAKE_CASE__						:			Tuple  ,						SCREAMING_SNAKE_CASE__						:			Optional[int]  ,						SCREAMING_SNAKE_CASE__						:			List[str]=None ):
    UpperCamelCase :Tuple										=     (path or []) + [start]
    if start == end:
        paths.append(SCREAMING_SNAKE_CASE__ )
    for node in graph[start]:
        if tuple(SCREAMING_SNAKE_CASE__ ) not in path:
            my_dfs(SCREAMING_SNAKE_CASE__  ,						tuple(SCREAMING_SNAKE_CASE__ )  ,						SCREAMING_SNAKE_CASE__  ,						SCREAMING_SNAKE_CASE__ )


def 						_A     (       SCREAMING_SNAKE_CASE__						:			List[Any]  ,						SCREAMING_SNAKE_CASE__						:			str  ,						SCREAMING_SNAKE_CASE__						:			Union[str, Any] ):
    UpperCamelCase :str										=     int(s / 100 * (len(SCREAMING_SNAKE_CASE__ ) - 1) )
    for i in cluster[k]:
        my_dfs(SCREAMING_SNAKE_CASE__  ,						tuple(cluster[k][i] )  ,						(['''Header'''],) )


def 						_A     (       SCREAMING_SNAKE_CASE__						:			str ):
    UpperCamelCase :Dict										=     []
    for edges in paths:
        UpperCamelCase :Tuple										=     []
        for j in range(len(SCREAMING_SNAKE_CASE__ ) - 1 ):
            UpperCamelCase :Dict										=     list(edges[j] )
            for e in temp:
                UpperCamelCase :Union[str, Any]										=     (e[0], e[1])
                el.append(SCREAMING_SNAKE_CASE__ )
        freq_sub_el.append(SCREAMING_SNAKE_CASE__ )
    return freq_sub_el


def 						_A     (       SCREAMING_SNAKE_CASE__						:			List[str] ):
    for i in range(len(SCREAMING_SNAKE_CASE__ ) ):
        for j in range(len(edge_array[i] ) ):
            UpperCamelCase :Tuple										=     edge_array[i][j].split('''-''' )
            UpperCamelCase :Dict										=     t


if __name__ == "__main__":
 preprocess(edge_array)
 __snake_case							      =						get_frequency_table(edge_array)
 __snake_case							      =						get_nodes(frequency_table)
 __snake_case							      =						get_cluster(nodes)
 __snake_case							      =						get_support(cluster)
 __snake_case							      =						construct_graph(cluster, nodes)
 find_freq_subgraph_given_support(60, cluster, graph)
 __snake_case							      =						[]
 __snake_case							      =						freq_subgraphs_edge_list(paths)
 print_all()





