In [1]:
import MySQLdb
In [117]:
db = MySQLdb.connect(host="localhost", user="root", db = "amazon_reviews")
In [118]:
cursor = db.cursor()
In [119]:
def Jaccard (user_one, user_two, tablename, cursor):
intersect = 0
user_one = '"' + user_one + '"'
user_two = '"' + user_two + '"'
cursor.execute("SELECT DISTINCT PID FROM "+tablename+" WHERE RUserID = " + user_one + ";")
prods_one = cursor.fetchall()
#print prods_one
cursor.execute("SELECT DISTINCT PID FROM "+ tablename+" WHERE RUserID = " + user_two + ";")
prods_two = cursor.fetchall()
#print prods_two
intersect = 0
for i in range(min(len(prods_one), len(prods_two))):
if prods_one[i] == prods_two[i]:
intersect += 1
#print intersect
#print len(prods_one) + len(prods_two)
return intersect/(len(prods_one) + len(prods_two))
In [120]:
Jaccard('A1TB7TA59Q4W5M', 'A2YVA1DQK1PUMK', 'multiple_5_star_reviews', cursor)
Out[120]:
0
In [106]:
tablename = 'multiple_5_star_reviews'
In [121]:
cursor.execute("SELECT DISTINCT PID FROM "+tablename+" Limit 500;")
prod_list = cursor.fetchall()
prod_list = tuple(x[0] for x in prod_list)
In [113]:
max_jac = 0
In [ ]:
In [145]:
for k in range(len(prod_list)):
print "product : ", prod_list[k], "\n"
cursor.execute("SELECT RuserID FROM "+tablename+" WHERE PID = " +'"'+ prod_list[k] +'"'+ ";")
user_list = cursor.fetchall()
user_list = tuple(x[0] for x in user_list)
if len(user_list)>1:
for i in range(len(user_list)):
for j in range(i, len(user_list)):
print "Jaccard of ", user_list[i], user_list[j], " is: ", Jaccard(user_list[1], user_list[2], tablename, cursor),"\n"
product : B000XUOLVQ
product : B000K5JBZU
product : B00008FG1T
product : B00064MUJE
product : 0671551345
product : B0000DFZ2U
product : B0000WLLWE
product : B000LMPNO0
product : 050552421X
product : B0038QIYH4
product : B0007H4QBK
Jaccard of A3QQLPR8R87ONM A3QQLPR8R87ONM is: 0
Jaccard of A3QQLPR8R87ONM A321W4SSC0F6AP is: 0
Jaccard of A3QQLPR8R87ONM A1OCZTOGV7T9BK is: 0
Jaccard of A321W4SSC0F6AP A321W4SSC0F6AP is: 0
Jaccard of A321W4SSC0F6AP A1OCZTOGV7T9BK is: 0
Jaccard of A1OCZTOGV7T9BK A1OCZTOGV7T9BK is: 0
product : B0000WLLWO
product : B000ND13H8
product : 081673447X
product : B000N6DDJQ
Jaccard of A1TB7TA59Q4W5M A1TB7TA59Q4W5M is: 0
Jaccard of A1TB7TA59Q4W5M A2YVA1DQK1PUMK is: 0
Jaccard of A1TB7TA59Q4W5M AAVDCBZAAFZRA is: 0
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Jaccard of A1TB7TA59Q4W5M APGKUH3ECVS61 is: 0
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Jaccard of A1TB7TA59Q4W5M A3NI29U4P5NQF1 is: 0
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---------------------------------------------------------------------------
KeyboardInterrupt Traceback (most recent call last)
<ipython-input-145-7b9c8cc742c3> in <module>()
7 for i in range(len(user_list)):
8 for j in range(i, len(user_list)):
----> 9 print "Jaccard of ", user_list[i], user_list[j], " is: ", Jaccard(user_list[1], user_list[2], tablename, cursor),"\n"
<ipython-input-119-928ef82dd483> in Jaccard(user_one, user_two, tablename, cursor)
6 prods_one = cursor.fetchall()
7 #print prods_one
----> 8 cursor.execute("SELECT DISTINCT PID FROM "+ tablename+" WHERE RUserID = " + user_two + ";")
9 prods_two = cursor.fetchall()
10 #print prods_two
/Users/kelty/Desktop/Amazon-Review-Project/venv/lib/python2.7/site-packages/MySQLdb/cursors.pyc in execute(self, query, args)
188 try:
189 r = None
--> 190 r = self._query(query)
191 except TypeError, m:
192 if m.args[0] in ("not enough arguments for format string",
/Users/kelty/Desktop/Amazon-Review-Project/venv/lib/python2.7/site-packages/MySQLdb/cursors.pyc in _query(self, q)
352
353 def _query(self, q):
--> 354 rowcount = self._do_query(q)
355 self._post_get_result()
356 return rowcount
/Users/kelty/Desktop/Amazon-Review-Project/venv/lib/python2.7/site-packages/MySQLdb/cursors.pyc in _do_query(self, q)
316 db = self._get_db()
317 self._last_executed = q
--> 318 db.query(q)
319 self._do_get_result()
320 return self.rowcount
KeyboardInterrupt:
In [ ]:
Content source: KeltyAllen/Amazon-Reviews-Project
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