GooglePoiCrawler/shop_item_list.py

# -*- coding: utf-8 -*-
from selenium import webdriver
from selenium.webdriver.common.action_chains import ActionChains
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.support.wait import WebDriverWait
from selenium.webdriver.common.by import By

from bs4 import BeautifulSoup

from utility import database_access as DA
from utility.parseutils import *
from utility.connect import *

from datetime import datetime
import pandas as pd
import time
import json
import re

def brower_start():
    options = webdriver.ChromeOptions()
    browser = webdriver.Remote(
        command_executor='http://192.53.174.202:4444/wd/hub',
        desired_capabilities=options.to_capabilities()
    )
    return browser


def get_url_list(driver):
    for i in range(5, 43, 2):
        try:
            wait = WebDriverWait(driver, 60)
            wait.until(
                EC.element_to_be_clickable((By.XPATH, '//*[@id="pane"]/div/div[1]/div/div/div[2]/div[1]/div[{}]/div/a'.format(i)))
            )
            driver.find_element(By.XPATH,'//*[@id="pane"]/div/div[1]/div/div/div[2]/div[1]/div[{}]/div/a'.format(i)).send_keys(Keys.DOWN)
            time.sleep(1)
        except:
            pass
    url_soup = BeautifulSoup(driver.page_source, 'html.parser')
    url_list = []
    for i in url_soup.find_all('a'):
        try:
            if i['href'].find('maps/place') != -1:
                url_list += [[i['href'], i['aria-label']]]
        except:
            pass
    
    return url_list


def keyin_keyword(driver, keyword):
    button = driver.find_element_by_id("searchbox")
    driver.implicitly_wait(30)
    ActionChains(driver).move_to_element(button).send_keys(keyword).send_keys(Keys.RETURN).perform()
    time.sleep(3)


def main():
    data = pd.read_csv('lat_long_location.csv', index_col = 0)
    db = DA.mysql_connect(MYSQL_CONFIG, DB_NAME)
    print('drvier start...')
    driver = brower_start()

    for k, row in data.iterrows():
        # if k < 297:continue
        latitude = row['latitude'] #緯度
        longitude = row['longitude'] #精度
        url = 'https://www.google.com.tw/maps/@{},{},15z?hl=zh-TW'.format(latitude, longitude)
        driver.get(url)

        keyword = '火鍋'
        keyin_keyword(driver, keyword)
        
        for page in range(4):
            print(k, row['location'], latitude, longitude, page)
            url_list = get_url_list(driver)
            
            shop_item_list_col = ['name','lon','lat','keyword','item_url','crawler_date']
            for item in url_list:
                result = [item[1], longitude, latitude, keyword, item[0], datetime.today().strftime("%Y/%m/%d %H:%M")]
                insert_sql = """INSERT IGNORE INTO {}{} VALUES {}"""\
                                .format('shop_item_list', str(tuple(shop_item_list_col)).replace('\'',''), tuple(result))

                DA.mysql_insert_data(db, insert_sql)
            
            if page < 2 :
                element = driver.find_element_by_id('ppdPk-Ej1Yeb-LgbsSe-tJiF1e')
                driver.implicitly_wait(30)
                ActionChains(driver).move_to_element(element).click(element).perform() 

if __name__ == '__main__':
    main()