recommender = client.recommender("127.0.0.1",9199)
for line in open('dat/baseball.csv'):
pname, team, bave, games, pa, atbat, hit, homerun, runsbat, stolen, bob, hbp, strikeout, sacrifice, dp, slg, obp, ops, rc27, xr27 = line[:-1].split(',')
datum = types.datum(
[
["チーム", team]
],
[
["打率", float(bave)],
["試合数", float(games)],
["打席", float(pa)],
["打数", float(atbat)],
["安打", float(hit)],
["本塁打", float(homerun)],
["打点", float(runsbat)],
["盗塁", float(stolen)],
["四球", float(bob)],
["死球", float(hbp)],
["三振", float(strikeout)],
["犠打", float(sacrifice)],
["併殺打", float(dp)],
["長打率", float(slg)],
["出塁率", float(obp)],
["OPS", float(ops)],
["RC27", float(rc27)],
["XR27", float(xr27)]
]
)
recommender.update_row(NAME, pname, datum)
import MySQLdb
NAME = "";
if __name__ == "__main__":
recommender = client.recommender("localhots",9199)
# Clear previous data.
recommender.clear(NAME)
# Update data.
connector = MySQLdb.connect(host="localhost",db="jubatus_sample",user="******",passwd="")
cursor = connector.cursor()
cursor.execute("select * from plus_info_1")
result = cursor.fetchall()
print "============= Update"
for row in result:
userid = str(row[0])
# imageid = str(row[1])
# print "user_id -- " + userid
# print "image_id -- " + imageid
datum = types.datum( [], [[str(row[1]), float(1)]] )
recommender.update_row(NAME, userid, datum)
cursor.close()
connector.close()
#!/usr/bin/env python
# -*- coding: utf-8 -*-
import sys, json
from jubatus.recommender import client
from jubatus.recommender import types
NAME = "recommender_ml"
if __name__ == '__main__':
recommender = client.recommender("127.0.0.1", 9199)
n = 0
for line in open('./dat/ml-100k/u.data'):
userid, movieid, rating, mtime = line[:-1].split('\t')
datum = types.datum([], [[str(movieid), float(rating)]])
if (n % 1000 == 0):
print n
recommender.update_row(NAME, userid, datum)
n = n + 1
NAME = "";
if __name__ == "__main__":
recommender = client.recommender("localhost",9199)
# Clear previous data.
recommender.clear(NAME)
# Update data.
connector = MySQLdb.connect(host="localhost",db="jubatus_sample",user="******",passwd="")
cursor = connector.cursor()
cursor.execute("select * from plus_info_1")
result = cursor.fetchall()
print "============= Update"
for row in result:
userid = row[0]
fromuserid = row[3]
if userid != 1 and userid != fromuserid:
print "============= userid:" + str(userid)
imageid = str(row[1])
datum = types.datum( [], [[str(userid), float(1)]] )
recommender.update_row(NAME, imageid, datum)
cursor.close()
connector.close()
from jubatus.recommender import types
NAME = "recommender_ml"
if __name__ == "__main__":
recommender = client.recommender("127.0.0.1", 9199)
converter = {
"string_filter_types": {},
"string_filter_rules": [],
"num_filter_types": {},
"num_filter_rules": [],
"string_types": {},
"string_rules": [],
"num_types": {},
"num_rules": [{"key": "*", "type": "num"}],
}
config = types.config_data("lsh", json.dumps(converter))
recommender.set_config(NAME, config)
n = 0
for line in open("./dat/ml-100k/u.data"):
userid, movieid, rating, mtime = line[:-1].split("\t")
datum = types.datum([], [[str(movieid), float(rating)]])
if n % 1000 == 0:
print n
recommender.update_row(NAME, userid, datum)
n = n + 1
