pattanunNP

// --------------------------------------
// i2c_scanner
//
// Version 1
//    This program (or code that looks like it)
//    can be found in many places.
//    For example on the Arduino.cc forum.
//    The original author is not known.
// Version 2, Juni 2012, Using Arduino 1.0.1
//     Adapted to be as simple as possible by Arduino.cc user Krodal

pattanunNP

import StringDist
Input_text = 'ผมรักคุณ'
compare_text = 'คุณรักผม'

result = stringdist.levenshtein_norm(Input_text,compare_text)

print(result)
##result = 0.5

pattanunNP

import StringDist
Input_text = 'ผมรักคุณ'
compare_text = 'คุณรักผม'

result = stringdist.levenshtein_norm(Input_text,compare_text)

print(result)
##result = 0.5

pattanunNP

from pymongo import MongoClient

client = MongoClient(
    'mongodb://<dbuser>:<dbpassword>@ds359298.mlab.com:59298/heroku_7hhcq7v4?retryWrites=false') ##แทนด้วย url user pass ตัวเองนะครับ
chatbot_db = client["heroku_7hhcq7v4"]

def read_data(collection_name):## อ่านข้้อมูลจาก Database นะครับ
     compare_text =[]
     intent_text=[] # สร้าง list ไว้เปรียบเทียบ
     my_collection = chatbot_db[collection_name] #เรียก coloection 

pattanunNP

def send_data(collection_name,data):## collection ที่ต้องการส่ง และข้อมูล
    my_collection = chatbot_db[collection_name] #เรียก coloection 
    my_collection.insert_one(data) #ส่ง data
    print("collection:",collection_name,"inserted!","data:",data)

pattanunNP

import numpy as np
from db_connect import read_data, send_data ## แยกตัวส่งข้อมูลออกมา
import stringdist as sd 
from write_log import write_log,write_untrain #ตัวสร้าง log
import  pendulum #จัดการ Timestamp

def find_distance(input_keyword):
    distance_list = [] #list 
    theshold = 0.9 #กำหนก theshold สักหน่อย
    timenow = pendulum.now('Asia/Bangkok')

pattanunNP

def write_log(timenow,input_keyword,predicted_answer,distance_value):
    Log_obj={
        'time':timenow,
        'input':input_keyword,
        'answer': predicted_answer,
        'distance':distance_value
    }
    print('wrote log')
    return Log_obj
def write_untrain(timenow,input_keyword,predicted_answer,distance_value):

pattanunNP

from textprocessing import find_distance

@handler.add(MessageEvent, message=TextMessage)
def handle_message(event):
    input_msg=event.message.text
    reply_msg = find_distance(input_msg)
    line_bot_api.reply_message(
        event.reply_token,
        TextSendMessage(text=reply_msg))

pattanunNP

# first install gcsfuse
%%capture
!echo "deb http://packages.cloud.google.com/apt gcsfuse-bionic main" > /etc/apt/sources.list.d/gcsfuse.list
!curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key add -
!apt update
!apt install gcsfuse

pattanunNP

%env GOOGLE_APPLICATION_CREDENTIALS=/key.json

!mkdir /content/my-bucket
!gcsfuse my-bucket /content/my-bucket ##ตามBucket

import sys
nb_path = '/content/my-bucket' #สำคัญที่บรรทัดนี้ครับผม
sys.path.insert(0, nb_path)
# Do this just once
!pip install --target=$nb_path pythainlp