517 lines
21 KiB
Python
517 lines
21 KiB
Python
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import hashlib
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import logging
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import random
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import sys
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import string
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import undetected_chromedriver as webdriver
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from selenium.webdriver.common.by import By
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import psycopg2
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import time
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import re
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from amazon_db_writer import amazon_db_writer
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from datetime import datetime
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from pyvirtualdisplay import Display
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import ssl
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ssl._create_default_https_context = ssl._create_unverified_context
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class amazon_products:
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def __init__(self, config):
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self.config = config
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self.crawler_name = self.config.get("crawler_name")
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self.pattern = r'[' + string.punctuation + ']'
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self.conn = psycopg2.connect(database=self.config.get('database'), user=self.config.get('db_user'), password=self.config.get('db_pass'), host=self.config.get('db_host'), port=self.config.get('db_port'))
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self.conn.autocommit = True
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self.cur = self.conn.cursor()
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self.cur.execute("select id from "+self.config.get('crawler_schema')+"."+self.config.get('source_tab')+" where source_name='Amazon'")
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self.rce_source_id = self.cur.fetchone()[0]
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self.cur.execute("select * from "+self.config.get('crawler_schema')+"."+self.config.get('tracker_tab')+" where crawler_name='raena_crawler_enginer_amazon' and flag=0 order by id")
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self.items = self.cur.fetchall()
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self.db_writer = amazon_db_writer(config)
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#self.display = Display(visible=0, size=(800, 600))
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#self.display.start()
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def __del__(self):
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print("Closing connection.....")
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self.conn.close()
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#self.display.stop()
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def start_processing(self):
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count = 0
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for item in self.items:
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count += 1
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try:
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logging.info("============== Getting info for {}/{}: {} ================".format(str(count),str(len(self.items)),str(item)))
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start = datetime.now()
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self.get_product_info(item)
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end = datetime.now()
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logging.info('Total time taken to fetch the product: {}'.format(str(end-start)))
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except Exception as e:
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print(e)
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def reseller_info(self, driver):
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try:
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store_urls = []
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try:
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driver.find_element(By.CSS_SELECTOR, '.a-icon.a-icon-arrow.a-icon-small.arrow-icon').click()
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time.sleep(5)
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offers = driver.find_elements(By.CSS_SELECTOR, '#aod-offer-soldBy')
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for offer in offers:
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try:
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store_url = offer.find_element(By.CSS_SELECTOR, '.a-fixed-left-grid-col.a-col-right').find_element(By.TAG_NAME, 'a').get_attribute('href')
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store_urls.append(store_url)
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except:
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pass
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except:
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try:
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store_url = driver.find_element(By.CSS_SELECTOR, '#sellerProfileTriggerId').get_attribute('href')
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store_urls.append(store_url)
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except:
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pass
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pass
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if store_urls:
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store_urls = list(set(store_urls))
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return_item = ""
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flag = 0
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for store_url in store_urls:
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driver.get(store_url)
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driver.implicitly_wait(5)
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##### reseller info
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data_reseller = {}
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data_reseller['rce_source_id'] = self.rce_source_id
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data_reseller['rce_source_reseller_status'] = 1
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data_reseller['reseller_name'] = ""
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data_reseller['reseller_average_rating'] = 0.0
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data_reseller['reseller_description'] = ""
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try:
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data_reseller['reseller_name'] = driver.find_element(By.CSS_SELECTOR,'#seller-name').text
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data_reseller['reseller_name'] = data_reseller['reseller_name'].replace("'","")
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except:
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pass
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try:
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data_reseller['reseller_average_rating'] = float(driver.find_element(By.CSS_SELECTOR,'#effective-timeperiod-rating-year-description').text)
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except:
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try:
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data_reseller['reseller_average_rating'] = float(driver.find_element(By.CSS_SELECTOR,'#effective-timeperiod-rating-year-description').text)
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except:
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pass
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pass
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try:
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data_reseller['reseller_description'] = driver.find_element(By.CSS_SELECTOR, '#spp-expander-about-seller .a-row').text
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data_reseller['reseller_description'] = data_reseller['reseller_description'].replace("'","")
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except:
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pass
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try:
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self.db_writer.rce_reseller(data_reseller)
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except Exception as e:
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logging.info(e)
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##### Store info
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data_reseller_store = {}
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data_reseller_store['rce_source_store_status'] = 1
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data_reseller_store['store_page_url'] = store_url
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data_reseller_store['store_page_url_hash'] = hashlib.md5(data_reseller_store['store_page_url'].encode('utf-8')).hexdigest()
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data_reseller_store['store_location'] = ""
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data_reseller_store['rce_reseller_id'] = ""
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data_reseller_store['rce_source_id'] = self.rce_source_id
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try:
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self.cur.execute("select id from "+self.config.get('crawler_schema')+"."+self.config.get('reseller_tab')+" where reseller_name = '"+str(data_reseller['reseller_name'])+"'")
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rce_reseller_id = self.cur.fetchone()
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data_reseller_store['rce_reseller_id'] = rce_reseller_id[0]
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if flag == 0:
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return_item = data_reseller_store['rce_reseller_id']
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flag = 1
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except:
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pass
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try:
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self.db_writer.rce_reseller_store(data_reseller_store)
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except Exception as e:
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logging.info(e)
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time.sleep(2)
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else:
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##### reseller info
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data_reseller = {}
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data_reseller['rce_source_id'] = self.rce_source_id
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data_reseller['rce_source_reseller_status'] = 1
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data_reseller['reseller_name'] = "Amazon.ae"
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data_reseller['reseller_average_rating'] = 0.0
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data_reseller['reseller_description'] = ""
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try:
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self.db_writer.rce_reseller(data_reseller)
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except Exception as e:
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logging.info(e)
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##### Store info
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data_reseller_store = {}
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data_reseller_store['rce_source_store_status'] = 1
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data_reseller_store['store_page_url'] = "amazon.ae"
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data_reseller_store['store_page_url_hash'] = hashlib.md5(data_reseller_store['store_page_url'].encode('utf-8')).hexdigest()
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data_reseller_store['store_location'] = ""
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data_reseller_store['rce_reseller_id'] = ""
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data_reseller_store['rce_source_id'] = self.rce_source_id
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try:
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self.cur.execute("select id from "+self.config.get('crawler_schema')+"."+self.config.get('reseller_tab')+" where reseller_name = '"+str(data_reseller['reseller_name'])+"'")
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rce_reseller_id = self.cur.fetchone()
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data_reseller_store['rce_reseller_id'] = rce_reseller_id[0]
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return_item = data_reseller_store['rce_reseller_id']
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except:
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pass
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try:
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self.db_writer.rce_reseller_store(data_reseller_store)
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except Exception as e:
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logging.info(e)
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return return_item
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except Exception as e:
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print(e)
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def brand_info(self, driver):
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data_brand = {}
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data_brand['rce_source_id'] = self.rce_source_id
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data_brand['rce_source_brand_status'] = 1
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data_brand['brand_page_url'] = ""
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data_brand['brand_page_url_hash'] = ""
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data_brand['brand_name'] = ""
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try:
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data_brand['brand_page_url'] = driver.find_element(By.CSS_SELECTOR, '#bylineInfo').get_attribute('href')
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data_brand['brand_page_url_hash'] = hashlib.md5(data_brand['brand_page_url'].encode('utf-8')).hexdigest()
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try:
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data_brand['brand_name'] = driver.find_element(By.CSS_SELECTOR, '.po-brand .po-break-word').text
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except:
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pass
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try:
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self.db_writer.rce_brand(data_brand)
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except Exception as e:
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logging.info(e)
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return data_brand['brand_name']
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except:
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pass
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def product_info(self, driver, category, keyword, url, url_hash, brand_name, rce_reseller_id):
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data_product = {}
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data_product['rce_source_product_id'] = 0
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data_product['rce_source_id'] = self.rce_source_id
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data_product['rce_source_product_status'] = 1
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data_product['product_page_url'] = url.replace("'","''")
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data_product['product_page_url_hash'] = url_hash
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data_product['rce_category_id'] = category
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data_product['rce_brand_id'] = ""
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data_product['rce_store_id'] = ""
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data_product['rce_source_product_name'] = ""
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data_product['product_images'] = ""
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data_product['product_description'] = ""
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data_product['product_sold_total'] = 0
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data_product['product_sold'] = 0
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data_product['product_price_min'] = ""
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data_product['product_price_min_before_discount'] =""
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data_product['product_price_max'] = ""
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data_product['product_price_max_before_discount'] = ""
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data_product['ratings'] = 0.0
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data_product['product_section'] = keyword
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try:
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sql = "select id from "+self.config.get('crawler_schema')+"."+self.config.get('brand_tab')+" where brand_name = '"+str(brand_name)+"'"
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self.cur.execute(sql)
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data_product['rce_brand_id'] = self.cur.fetchone()[0]
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except: pass
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try:
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sql = "select id from "+self.config.get('crawler_schema')+"."+self.config.get('reseller_store_tab')+" where rce_reseller_id = "+str(rce_reseller_id)+""
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self.cur.execute(sql)
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data_product['rce_store_id'] = self.cur.fetchone()[0]
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except: pass
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try:
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rce_source_product_name = driver.find_element(By.CSS_SELECTOR,'#productTitle').text
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data_product['rce_source_product_name'] = str(re.sub(self.pattern, '', rce_source_product_name)).replace("'","''")
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except: pass
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try:
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product_images_element = driver.find_element(By.CSS_SELECTOR, '#magnifierLens')
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product_images_raw = product_images_element.find_elements(By.TAG_NAME, 'img')
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product_images = []
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for product_image in product_images_raw:
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url = product_image.get_attribute('src')
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product_images.append(url)
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data_product['product_images'] = str(product_images)
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except: pass
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try:
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description = ""
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des_rank = ""
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try:
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des_raws = driver.find_element(By.CSS_SELECTOR, '.a-unordered-list.a-vertical.a-spacing-mini').find_elements(By.CSS_SELECTOR, '.a-list-item')
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for des_raw in des_raws:
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try:
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des = des_raw.text
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description += des
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except:
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pass
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except:
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pass
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try:
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des_rank = driver.find_element(By.XPATH, '/html/body/div[2]/div/div[6]/div[24]/div/ul[1]').find_element(By.CSS_SELECTOR, '.a-list-item').text
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except:
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pass
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data_product['product_description'] = description+des_rank
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except:
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pass
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try:
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price_whole = driver.find_element(By.CSS_SELECTOR, '.reinventPricePriceToPayMargin .a-price-whole').text
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price_fraction = driver.find_element(By.CSS_SELECTOR, '.reinventPricePriceToPayMargin .a-price-fraction').text
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price = price_whole+"."+price_fraction
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data_product['product_price_min'] = price
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data_product['product_price_max'] = price
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except:
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pass
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try:
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d_price_whole = driver.find_element(By.CSS_SELECTOR, '.reinventPricePriceToPayMargin .a-price-whole').text
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d_price_fraction = driver.find_element(By.CSS_SELECTOR, '.reinventPricePriceToPayMargin .a-price-fraction').text
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price = d_price_whole+"."+d_price_fraction
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data_product['product_price_min'] = price
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data_product['product_price_max'] = price
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except:
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pass
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try:
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data_product['product_price_min_before_discount'] = (driver.find_element(By.CSS_SELECTOR, '.a-text-price').text).replace('AED', '')
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data_product['product_price_max_before_discount'] = data_product['product_price_min_before_discount']
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except:
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pass
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try:
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data_product['ratings'] = driver.find_element(By.CSS_SELECTOR, '#averageCustomerReviews .a-color-base').text
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except:
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pass
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try:
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self.db_writer.rce_product(data_product)
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except Exception as e:
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logging.info(e)
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### rce_product_variant
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try:
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is_variant = driver.find_element(By.CSS_SELECTOR, '.a-unordered-list.a-nostyle.a-button-list.a-declarative.a-button-toggle-group.a-horizontal.a-spacing-top-micro.swatches.swatchesSquare.imageSwatches')
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if is_variant:
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variants = is_variant.find_elements(By.TAG_NAME, 'li')
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#random.shuffle(variants)
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for variant in variants:
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variant.click()
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data_variant = {}
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||
|
|
|
||
|
|
data_variant['rce_source_variant_id'] = 0
|
||
|
|
data_variant['rce_product_id'] = ""
|
||
|
|
data_variant['product_variant_name'] = ""
|
||
|
|
data_variant['product_variant_price'] = ""
|
||
|
|
data_variant['product_variant_price_before_discount'] = ""
|
||
|
|
data_variant['product_variant_stock'] = 0
|
||
|
|
|
||
|
|
try:
|
||
|
|
sql = "select id from "+self.config.get('crawler_schema')+"."+self.config.get('product_tab')+" where rce_source_product_name = '"+str(data_product['rce_source_product_name'])+"'"
|
||
|
|
self.cur.execute(sql)
|
||
|
|
data_variant['rce_product_id'] = self.cur.fetchone()[0]
|
||
|
|
except:
|
||
|
|
pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
product_variant_name = driver.find_element(By.CSS_SELECTOR,'#productTitle').text
|
||
|
|
data_variant['product_variant_name'] = str(re.sub(self.pattern, '', product_variant_name)).replace("'","''")
|
||
|
|
except: pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
d_price_whole = driver.find_element(By.CSS_SELECTOR, '.reinventPricePriceToPayMargin .a-price-whole').text
|
||
|
|
d_price_fraction = driver.find_element(By.CSS_SELECTOR, '.reinventPricePriceToPayMargin .a-price-fraction').text
|
||
|
|
|
||
|
|
price = d_price_whole+"."+d_price_fraction
|
||
|
|
|
||
|
|
data_variant['product_variant_price'] = price
|
||
|
|
except:
|
||
|
|
pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
data_variant['product_variant_price_before_discount'] = (driver.find_element(By.CSS_SELECTOR, '.a-text-price').text).replace('AED', '')
|
||
|
|
except:
|
||
|
|
pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
self.db_writer.rce_product_variant(data_variant)
|
||
|
|
except Exception as e:
|
||
|
|
logging.info(e)
|
||
|
|
|
||
|
|
time.sleep(random.randint(2,5))
|
||
|
|
|
||
|
|
else:
|
||
|
|
logging.info('No variant found')
|
||
|
|
except:
|
||
|
|
logging.info('No variant found')
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
def rating_info(self, driver, rce_reseller_id, url_hash):
|
||
|
|
|
||
|
|
try:
|
||
|
|
driver.find_element(By.CSS_SELECTOR, '#reviews-medley-footer .a-link-emphasis').click()
|
||
|
|
driver.implicitly_wait(5)
|
||
|
|
|
||
|
|
data_reviews = driver.find_elements(By.CSS_SELECTOR, '.a-section.review.aok-relative')
|
||
|
|
|
||
|
|
|
||
|
|
for data in data_reviews:
|
||
|
|
|
||
|
|
data_review = {}
|
||
|
|
|
||
|
|
data_review["id"] = ""
|
||
|
|
data_review["rce_product_id"] = ""
|
||
|
|
data_review["username"] = ""
|
||
|
|
data_review["review"] = ""
|
||
|
|
data_review["img_url"] = ""
|
||
|
|
data_review["review_like_count"] = 0
|
||
|
|
data_review["user_tier"] = ""
|
||
|
|
data_review["shop_id"] = 0
|
||
|
|
data_review["video_url"] = ""
|
||
|
|
data_review["rating"] = ""
|
||
|
|
|
||
|
|
try:
|
||
|
|
sql = "select max(id) from "+self.config.get('crawler_schema')+"."+self.config.get('review_tab')
|
||
|
|
self.cur.execute(sql)
|
||
|
|
rating_id = self.cur.fetchone()
|
||
|
|
|
||
|
|
if rating_id[0]==None:
|
||
|
|
rating_id = 1
|
||
|
|
else:
|
||
|
|
rating_id = int(rating_id[0]) + 1
|
||
|
|
|
||
|
|
data_review["id"] = rating_id
|
||
|
|
except:
|
||
|
|
pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
sql = "select id from "+self.config.get('crawler_schema')+"."+self.config.get('product_tab')+" where product_page_url_hash = '"+str(url_hash)+"'"
|
||
|
|
self.cur.execute(sql)
|
||
|
|
data_review["rce_product_id"] = self.cur.fetchone()[0]
|
||
|
|
except: pass
|
||
|
|
|
||
|
|
try: data_review["username"] = data.find_element(By.CSS_SELECTOR, '.a-profile-name').text
|
||
|
|
except: pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
data_review["review"] = data.find_element(By.CSS_SELECTOR, '.a-size-base.review-text.review-text-content').text
|
||
|
|
data_review["review"] = data_review["review"].replace("'","")
|
||
|
|
except: pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
rating = data.find_element(By.CSS_SELECTOR, '.a-icon.a-icon-star.review-rating .a-icon-alt').get_attribute("textContent")
|
||
|
|
data_review["rating"] = rating.replace(' out of 5 stars', '')
|
||
|
|
except: pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
sql = "select id from "+self.config.get('crawler_schema')+"."+self.config.get('reseller_store_tab')+" where rce_reseller_id = "+str(rce_reseller_id)+""
|
||
|
|
self.cur.execute(sql)
|
||
|
|
data_review["shop_id"] = self.cur.fetchone()[0]
|
||
|
|
except: pass
|
||
|
|
|
||
|
|
try:
|
||
|
|
self.db_writer.rce_ratings_reviews(data_review)
|
||
|
|
except Exception as e:
|
||
|
|
logging.info(e)
|
||
|
|
except:
|
||
|
|
pass
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
def get_product_info(self,item):
|
||
|
|
try:
|
||
|
|
op = webdriver.ChromeOptions()
|
||
|
|
op.add_argument('--no-sandbox')
|
||
|
|
op.add_argument('--disable-notifications')
|
||
|
|
op.add_argument("--lang=en-GB")
|
||
|
|
op.add_argument('--user-data-dir=/home/ec2-user/chrome_cache/')
|
||
|
|
#op.headless = True
|
||
|
|
driver=webdriver.Chrome(options=op)
|
||
|
|
|
||
|
|
try:
|
||
|
|
driver.get('https://www.amazon.ae')
|
||
|
|
time.sleep(3)
|
||
|
|
except Exception as e:
|
||
|
|
print(e)
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
##### Reseller info #####
|
||
|
|
driver.get(item[4])
|
||
|
|
driver.implicitly_wait(5)
|
||
|
|
rce_reseller_id = self.reseller_info(driver)
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
##### Product Info #####
|
||
|
|
driver.get(item[4])
|
||
|
|
driver.implicitly_wait(5)
|
||
|
|
##### Brand Info
|
||
|
|
brand_name = self.brand_info(driver)
|
||
|
|
##### Product info
|
||
|
|
self.product_info(driver, item[2], item[3], item[4], item[5], brand_name, rce_reseller_id)
|
||
|
|
|
||
|
|
|
||
|
|
##### Rating Info #####
|
||
|
|
driver.get(item[4])
|
||
|
|
driver.implicitly_wait(5)
|
||
|
|
self.rating_info(driver, rce_reseller_id, item[5])
|
||
|
|
|
||
|
|
sql = f"""
|
||
|
|
update {self.config.get('crawler_schema')}.{self.config.get('tracker_tab')} set flag = 1 where product_page_url_hash='{item[5]}'
|
||
|
|
"""
|
||
|
|
self.cur.execute(sql)
|
||
|
|
|
||
|
|
|
||
|
|
driver.close()
|
||
|
|
except Exception as e:
|
||
|
|
print(e)
|
||
|
|
driver.close()
|
||
|
|
|