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- from instaloader import Instaloader, Profile
- import traceback
- import copy
- import operator
- import dataset
- import pandas as pd
- import networkx as nx
- import codecs
- import pyvis
- import sys
- import pickle
- import os
- import searchconsole
- from pyvis.network import Network
- import jieba
- db = dataset.connect('sqlite:///:memory:')
- table=db['tmp']
- pname='rumor'
- rid=0
- def get_css():
- fr=codecs.open('jared/data/css.txt','r','utf-8')
- lines=fr.readlines()
- content=' '.join(lines)
- fr.close()
- return content
- def modify_file(fname):
- fr=codecs.open(fname,'r','utf-8')
- lines=fr.readlines()
- fr.close()
- css=''
- content_output=''
- for l in lines:
- if '<body>' in l[0:10]:
- content_output+=l
- content_output+='\n<div id="google">\n'
- continue
- if '<style type="text' in l[0:22]:
- content_output+=l
- content_output+="\n"+css+"\n"
- continue
- if '<div id = "mynetwork"' in l[0:30]:
- content_output+=l
- content_output+='\n</div>\n'
- continue
- content_output+=l
- fw=codecs.open("mod_"+fname,'w','utf-8')
- fw.write(content_output)
- fw.close()
- def checkig(pgnum):
- global instl
- global table
- global pname
- global rid
- lst=[]
- cntdict={}
- codelist={}
- idx=0
- flag_break=False
- fname=os.path.abspath(__file__)
- elmts=fname.split(os.path.sep)
- path2=os.path.sep.join(elmts[0:-1])
- keysdir=path2+os.path.sep+'keys'+os.path.sep
- account = searchconsole.authenticate(client_config=keysdir+'client_secret.json',credentials=keysdir+'credentials.json')
- webproperty = account['https://hhh.com.tw/']
- report=webproperty.query.range('2020-03-01', '2021-06-22').dimension('page','query').filter('page', '/designers/cases/'+pgnum, 'contains').get()
- urlq={}
- for r in report.rows:
- if urlq.get(r[0]) is None:
- urlq[r[0]]=[r[1]]
- else:
- urlq[r[0]].append(r[1])
- allrows=[]
- for k,v in urlq.items():
- if len(v)<0:
- continue
- for q in v:
- elmts=q.split(' ')
- for elmt in elmts:
- table.insert({'q':elmt,'rid':rid,'url':k})
- rid+=1
- allrows.append([r[0],r[1] ])
- db.commit()
- def gen_pic():
- G=None
- G = nx.Graph()
- finallist=[]
- cursor=db.query('select q,rid,url from tmp where q in (select distinct q from (select q,count(url) from tmp where length(q)> 1 group by q ) as tbl1 ) order by q')
- riddict={}
- prev=''
- curnode=''
- cururl=''
- total_idx=0
- for c in cursor:
- if c['q']!=prev:
- cururl=c['url']
- prev=c['q']
- total_idx+=1
- else:
- query=c['q']
- rid=c['rid']
- if riddict.get(rid) is None:
- riddict[rid]={}
- riddict[rid][query]=1
- else:
- if riddict[rid].get(query) is not None:
- riddict[rid][query]=1
- else:
- riddict[rid][query]={}
- G.add_edge(c['q'],c['rid'],weight=3,width=3,borderwidth=3)
- pickle.dump( G, open( pname, "wb" ) )
- remove=[]
- G.remove_edges_from(nx.selfloop_edges(G))
- G.remove_nodes_from(list(nx.isolates(G)))
- G2=G
- pyG = Network(height="600px", width="100%",bgcolor="#444444",font_color="white")
- pyG.from_nx(G2)
- pyG.show(pname+'.html')
- modify_file(pname+'.html')
- return finallist
- lst=['491','31','293','278','24','594','356','307','491','33','385']
- for l in lst:
- r=checkig(l)
- gen_pic()
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