def connectivityTrend2Patent(Trend,trendConnectivity,patentlist):
'''given a dictionary trendConnectivity {trend: connectivity},
output the dictionary for patent connectivity {patent,connectivity}
handle the case that a patent in different trend'''
Connectivity4patent = {} #{patent:connectivity}
for trend, patentlist in Trend.iteritems():
connectivity = trendConnectivity[trend]
for patent in patentlist:
addintoTrendDic(connectivity,patent,Connectivity4patent)
for patent, connectivitylist in Connectivity4patent.iteritems():
if len(connectivitylist) == 1:
Connectivity4patent[patent] = connectivitylist[0]
continue
else:
patentconnectivity = []
for i in range(len(connectivitylist[0])):
# try:
conn = [x for x in zip(*connectivitylist)[i] if x]
# except TypeError:
# print zip(*connectivitylist)
# print zip(*connectivitylist)[i][0]
# sys.exit()
conn = None if len(conn) == 0 else sum(conn)/float(len(conn))
if conn == None:
print 'connectivity list do not have same length'
patentconnectivity.append(conn)
Connectivity4patent[patent] = patentconnectivity
logging.info('finished connectivity which has %s patents'%(len(Connectivity4patent)))
return Connectivity4patent
def connectivityTrend2Patent(Trend,trendConnectivity,patentlist):
'''given a dictionary trendConnectivity {trend: connectivity},
output the dictionary for patent connectivity {patent,connectivity}
handle the case that a patent in different trend'''
Connectivity4patent = {} #{patent:connectivity}
for trend, patentlist in Trend.iteritems():
connectivity = trendConnectivity[trend]
for patent in patentlist:
addintoTrendDic(connectivity,patent,Connectivity4patent)
miss = 0
for patent, connectivitylist in Connectivity4patent.iteritems():
if len(connectivitylist) == 1:
Connectivity4patent[patent] = connectivitylist[0]
continue
elif len(connectivitylist) == 0:
miss += 1
else:
patentconnectivity = []
for i in range(len(connectivitylist[0])):
# try:
conn = [x for x in zip(*connectivitylist)[i] if x]
# except TypeError:
# print zip(*connectivitylist)
# print zip(*connectivitylist)[i][0]
# sys.exit()
if len(conn) == 0:
print 'connectivity list is zero'
conn = 0 if len(conn) == 0 else sum(conn)/float(len(conn))
patentconnectivity.append(conn)
Connectivity4patent[patent] = patentconnectivity
logging.warning('%s patents do not have connectivity feature possible because they do not belong to any trends'%miss)
logging.info('finished connectivity which has %s patents'%(len(Connectivity4patent)))
return Connectivity4patent
def connectivityTrend2Patent(Trend, trendConnectivity, patentlist):
'''given a dictionary trendConnectivity {trend: connectivity},
output the dictionary for patent connectivity {patent,connectivity}
handle the case that a patent in different trend'''
Connectivity4patent = {} #{patent:connectivity}
for trend, patentlist in Trend.iteritems():
connectivity = trendConnectivity[trend]
for patent in patentlist:
addintoTrendDic(connectivity, patent, Connectivity4patent)
for patent, connectivitylist in Connectivity4patent.iteritems():
if len(connectivitylist) == 1:
Connectivity4patent[patent] = connectivitylist[0]
continue
else:
patentconnectivity = []
for i in range(len(connectivitylist[0])):
# try:
conn = [x for x in zip(*connectivitylist)[i] if x]
# except TypeError:
# print zip(*connectivitylist)
# print zip(*connectivitylist)[i][0]
# sys.exit()
conn = None if len(conn) == 0 else sum(conn) / float(len(conn))
if conn == None:
print 'connectivity list do not have same length'
patentconnectivity.append(conn)
Connectivity4patent[patent] = patentconnectivity
logging.info('finished connectivity which has %s patents' %
(len(Connectivity4patent)))
return Connectivity4patent
def connectivityTrend2Patent(Trend, trendConnectivity, patentlist):
'''given a dictionary trendConnectivity {trend: connectivity},
output the dictionary for patent connectivity {patent,connectivity}
handle the case that a patent in different trend'''
Connectivity4patent = {} #{patent:connectivity}
for trend, patentlist in Trend.iteritems():
connectivity = trendConnectivity[trend]
for patent in patentlist:
addintoTrendDic(connectivity, patent, Connectivity4patent)
miss = 0
for patent, connectivitylist in Connectivity4patent.iteritems():
if len(connectivitylist) == 1:
Connectivity4patent[patent] = connectivitylist[0]
continue
elif len(connectivitylist) == 0:
miss += 1
else:
groupFeatures = zip(*connectivitylist)
patentconnectivity = [
sum(x) / float(len(x)) for x in groupFeatures
]
Connectivity4patent[patent] = patentconnectivity
if miss:
logging.warning(
'%s patents do not have connectivity feature possible because they do not belong to any trends'
% miss)
logging.info('finished connectivity which has %s patents' %
(len(Connectivity4patent)))
return Connectivity4patent
def connectivityTrend2Patent(Trend, trendConnectivity, patentlist):
"""given a dictionary trendConnectivity {trend: connectivity},
output the dictionary for patent connectivity {patent,connectivity}
handle the case that a patent in different trend"""
Connectivity4patent = {} # {patent:connectivity}
for trend, patentlist in Trend.iteritems():
connectivity = trendConnectivity[trend]
for patent in patentlist:
addintoTrendDic(connectivity, patent, Connectivity4patent)
miss = 0
for patent, connectivitylist in Connectivity4patent.iteritems():
if len(connectivitylist) == 1:
Connectivity4patent[patent] = connectivitylist[0]
continue
elif len(connectivitylist) == 0:
miss += 1
else:
patentconnectivity = []
for i in range(len(connectivitylist[0])):
# try:
conn = [x for x in zip(*connectivitylist)[i] if x]
# except TypeError:
# print zip(*connectivitylist)
# print zip(*connectivitylist)[i][0]
# sys.exit()
if len(conn) == 0:
print "connectivity list is zero"
conn = 0 if len(conn) == 0 else sum(conn) / float(len(conn))
patentconnectivity.append(conn)
Connectivity4patent[patent] = patentconnectivity
logging.warning(
"%s patents do not have connectivity feature possible because they do not belong to any trends" % miss
)
logging.info("finished connectivity which has %s patents" % (len(Connectivity4patent)))
return Connectivity4patent
def connectivityTrend2Patent(Trend,trendConnectivity,patentlist):
'''given a dictionary trendConnectivity {trend: connectivity},
output the dictionary for patent connectivity {patent,connectivity}
handle the case that a patent in different trend'''
Connectivity4patent = {} #{patent:connectivity}
for trend, patentlist in Trend.iteritems():
connectivity = trendConnectivity[trend]
for patent in patentlist:
addintoTrendDic(connectivity,patent,Connectivity4patent)
miss = 0
for patent, connectivitylist in Connectivity4patent.iteritems():
if len(connectivitylist) == 1:
Connectivity4patent[patent] = connectivitylist[0]
continue
elif len(connectivitylist) == 0:
miss += 1
else:
groupFeatures = zip(*connectivitylist)
patentconnectivity = [sum(x)/float(len(x)) for x in groupFeatures]
Connectivity4patent[patent] = patentconnectivity
if miss:
logging.warning('%s patents do not have connectivity feature possible because they do not belong to any trends'%miss)
logging.info('finished connectivity which has %s patents'%(len(Connectivity4patent)))
return Connectivity4patent