def post():
title = u"Train"
if request.method == 'POST':
mongo_server_ip = request.form['mongo_server_ip']
mongo_server_port = request.form['mongo_server_port']
jubatus_server_ip = request.form['jubatus_server_ip']
jubatus_server_port = request.form['jubatus_server_port']
db_name = request.form['db_name']
collection_name = request.form['collection_name']
# POSTで得られる値はstr型なのでintに変換する
jubatus_server_port = int(jubatus_server_port)
mongo_server_port = int(mongo_server_port)
# jubaclassifierのtrainの実行および表示
client = jubatus.Classifier(jubatus_server_ip, jubatus_server_port,
name)
lux_classifier = LuxClassifier()
result_list = lux_classifier.train(client, mongo_server_ip,
mongo_server_port, db_name,
collection_name)
# データフレームの取得
convert_mongo = convertMongo()
train_sensors_dic = convert_mongo.getTrainSensorsDic(
mongo_server_ip, mongo_server_port, db_name, collection_name)
data_frame = convert_mongo.getTable(train_sensors_dic)
# とりあえずターミナル上に表示
print data_frame
return render_template('index.html',
title=title,
jubatus_server_ip=jubatus_server_ip,
jubatus_server_port=jubatus_server_port,
mongo_server_ip=mongo_server_ip,
mongo_server_port=mongo_server_port,
result_list=result_list)
else:
# エラーなどでリダイレクトしたい場合はこんな感じで
print train_sensor_data
return redirect(url_for('hello'))
def post():
title = u"Train"
if request.method == 'POST':
mongo_server_ip = request.form['mongo_server_ip']
mongo_server_port = request.form['mongo_server_port']
jubatus_server_ip = request.form['jubatus_server_ip']
jubatus_server_port = request.form['jubatus_server_port']
db_name = request.form['db_name']
collection_name = request.form['collection_name']
# POSTで得られる値はstr型なのでintに変換する
jubatus_server_port = int(jubatus_server_port)
mongo_server_port = int(mongo_server_port)
# jubaclassifierのtrainの実行および表示
client = jubatus.Classifier(jubatus_server_ip, jubatus_server_port, name)
lux_classifier = LuxClassifier()
result_list = lux_classifier.train(client, mongo_server_ip, mongo_server_port, db_name, collection_name)
# データフレームの取得
convert_mongo = convertMongo()
train_sensors_dic = convert_mongo.getTrainSensorsDic(mongo_server_ip,
mongo_server_port,
db_name,
collection_name)
data_frame = convert_mongo.getTable(train_sensors_dic)
# とりあえずターミナル上に表示
print data_frame
return render_template('index.html',
title = title,
jubatus_server_ip = jubatus_server_ip,
jubatus_server_port = jubatus_server_port,
mongo_server_ip = mongo_server_ip,
mongo_server_port = mongo_server_port,
result_list = result_list)
else:
# エラーなどでリダイレクトしたい場合はこんな感じで
print train_sensor_data
return redirect(url_for('hello'))
#!/usr/bin/env python # coding: utf-8 import jubatus from lux_classifier import LuxClassifier # host = '192.168.33.10' host = '127.0.0.1' port = 9199 name = 'test2' client = jubatus.Classifier(host, port, name) lux_classifier = LuxClassifier() lux_classifier.predict(client)
#!/usr/bin/env python
# -*- coding: utf-8 -*-
from requests_oauthlib import OAuth1Session
from lux_classifier import LuxClassifier
import jubatus
CK = "a71iiYuMoJrhSSZBQBWF5bDVm"
CS = 'bhKEUnaccqA75t9JWjHJ6A7E76RlU4ce1N23p8Y61muh8NvF2k'
AT = '2587234754-SBW9JesNhQEOPlsrqwSpt3YlhwYCliMDfyAbvPU'
AS = 'ntqzPEeLlvXsG14KCEkdxeGLSKRKIVrQT3dg3E9rA7njj'
client = jubatus.Classifier('127.0.0.1', 9199, 'tweet')
lux_classifier = LuxClassifier()
# ツイート投稿用のURL
url = "https://api.twitter.com/1.1/statuses/update.json"
# ツイート本文
while True :
result_dictionary = lux_classifier.predict(client)
print result_dictionary['Value']
previous_params = ""
if previous_result != result :
if result == "True":
params = {"status": u"いるよ"}
else :
params = {"status": u"いないよ"}
previous_result = result
#!/usr/bin/env python
# -*- coding: utf-8 -*-
from requests_oauthlib import OAuth1Session
from lux_classifier import LuxClassifier
import jubatus
CK = "a71iiYuMoJrhSSZBQBWF5bDVm"
CS = 'bhKEUnaccqA75t9JWjHJ6A7E76RlU4ce1N23p8Y61muh8NvF2k'
AT = '2587234754-SBW9JesNhQEOPlsrqwSpt3YlhwYCliMDfyAbvPU'
AS = 'ntqzPEeLlvXsG14KCEkdxeGLSKRKIVrQT3dg3E9rA7njj'
client = jubatus.Classifier('127.0.0.1', 9199, 'tweet')
lux_classifier = LuxClassifier()
# ツイート投稿用のURL
url = "https://api.twitter.com/1.1/statuses/update.json"
# ツイート本文
while True:
result_dictionary = lux_classifier.predict(client)
print result_dictionary['Value']
previous_params = ""
if previous_result != result:
if result == "True":
params = {"status": u"いるよ"}
else:
params = {"status": u"いないよ"}
previous_result = result
# OAuth認証で POST method で投稿
"consumer_key": "a71iiYuMoJrhSSZBQBWF5bDVm",
"consumer_secret": "bhKEUnaccqA75t9JWjHJ6A7E76RlU4ce1N23p8Y61muh8NvF2k",
"access_token": "2587234754-SBW9JesNhQEOPlsrqwSpt3YlhwYCliMDfyAbvPU",
"access_token_secret": "ntqzPEeLlvXsG14KCEkdxeGLSKRKIVrQT3dg3E9rA7njj"
}
CK = oath_key_dict["consumer_key"]
CS = oath_key_dict["consumer_secret"]
AT = oath_key_dict["access_token"]
AS = oath_key_dict["access_token_secret"]
# ツイート投稿用のURL
url = "https://api.twitter.com/1.1/statuses/update.json"
# ツイート本文
lux_classifier = LuxClassifier()
result = lux_classifier.predict(client)
print result
if (result != previous_result):
if (result == 'True'):
params = {
"status": u"明るいよ " + datetime.now().strftime("%Y/%m/%d %H:%M:%S")
}
else:
params = {
"status": u"暗いよ " + datetime.now().strftime("%Y/%m/%d %H:%M:%S")
}
previous_result = result
# OAuth認証で POST method で投稿
"consumer_key" : "a71iiYuMoJrhSSZBQBWF5bDVm",
"consumer_secret" : "bhKEUnaccqA75t9JWjHJ6A7E76RlU4ce1N23p8Y61muh8NvF2k",
"access_token" : "2587234754-SBW9JesNhQEOPlsrqwSpt3YlhwYCliMDfyAbvPU",
"access_token_secret": "ntqzPEeLlvXsG14KCEkdxeGLSKRKIVrQT3dg3E9rA7njj"
}
CK = oath_key_dict["consumer_key"]
CS = oath_key_dict["consumer_secret"]
AT = oath_key_dict["access_token"]
AS = oath_key_dict["access_token_secret"]
# ツイート投稿用のURL
url = "https://api.twitter.com/1.1/statuses/update.json"
# ツイート本文
lux_classifier = LuxClassifier()
result = lux_classifier.predict(client)
print result
if(result != previous_result):
if (result == 'True'):
params = {"status": u"明るいよ " + datetime.now().strftime("%Y/%m/%d %H:%M:%S")}
else :
params = {"status": u"暗いよ " + datetime.now().strftime("%Y/%m/%d %H:%M:%S")}
previous_result = result
# OAuth認証で POST method で投稿
twitter = OAuth1Session(CK, CS, AT, AS)
req = twitter.post(url, params = params)
# レスポンスを確認
#!/usr/bin/env python # coding: utf-8 import jubatus from lux_classifier import LuxClassifier # host = '192.168.33.10' host = '127.0.0.1' port = 9199 name = 'test2' client = jubatus.Classifier(host, port, name) lux_classifier = LuxClassifier() lux_classifier.train(client)