94 lines
3.7 KiB
Python
94 lines
3.7 KiB
Python
import scrapy
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from scrapy_splash import SplashRequest
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import psycopg2
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import logging
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config = {
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"db_host": "analytics-db-instance-1.cd7qipz3esdx.ap-southeast-1.rds.amazonaws.com",
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"db_port": "5432",
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"db": "analytics",
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"db_user": "dbadmin",
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"db_pass": "5qCif6eyY3Kmg4z"
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}
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class OliveyoungSpider(scrapy.Spider):
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name = 'oliveyoung_product'
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allowed_domains = ['https://global.oliveyoung.com/?gad=1&gclid=CjwKCAjwq4imBhBQEiwA9Nx1Bi5w7mSF9wgKTFqfX37hyG_c3ocYHldGoXbIX1XfYKQQFxLOPECJCxoCxpEQAvD_BwE']
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def start_requests(self):
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url = 'https://global.oliveyoung.com/'
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yield SplashRequest(url, self.parse, args={'wait': 5})
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def parse(self, response):
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conn = psycopg2.connect(database=config.get('db'), user=config.get('db_user'), password=config.get('db_pass'), host=config.get('db_host'), port=config.get('db_port'))
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logging.info(conn)
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conn.autocommit = True
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cur = conn.cursor()
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product_sections = [
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('Best Sellers','#\#tab12'),
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('MDS PICK','#\#tab22'),
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('K-POP','div.main-section:nth-child(6) > div:nth-child(2)'),
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('Featured','.main-brand-banner'),
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('RECOMMENDATION','div.main-section:nth-child(9) > div:nth-child(2)'),
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('FEATURED BRANDS', '#featuredBrands > div:nth-child(2)')
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]
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for product_section in product_sections:
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products = response.css(str(product_section[1]))
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product_selector = '.wrap-prd-info'
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brand_selector = '.list-thumb-tit::text'
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if 'FEATURED BRANDS' in product_section[0]:
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product_selector = '.fig-title.ellipsis'
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brand_selector = '.fig-title.ellipsis::text'
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for product in products:
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items = product.css(product_selector)
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for item in items:
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product_brand = (item.css(brand_selector).extract_first("")).replace("'","").strip()
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product_name = item.css('.list-thumb-info::text').extract_first("").replace("'","").strip()
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original_price = item.css('.price-cost::text').extract_first("").strip()
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discounted_price = item.css('.prd-list-amountDue::text').extract_first("").strip()
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logging.info("Collecting data for: {}".format(product_name))
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sql = f"""
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select product_section,product_brand,product_name from raena_spider_management.oliveyoung_products where product_section='{product_section[0]}' and product_brand='{product_brand}' and product_name='{product_name}'
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"""
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#logging.info(sql)
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cur.execute(sql)
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res = cur.fetchone()
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if res:
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sql = f"""
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update raena_spider_management.oliveyoung_products set original_price='{original_price}',
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discounted_price='{discounted_price}', updatedat=now()
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where product_section='{product_section[0]}' and product_brand='{product_brand}' and product_name='{product_name}'
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"""
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#logging.info(sql)
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cur.execute(sql)
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else:
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sql = f"""
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insert into raena_spider_management.oliveyoung_products(product_section,product_brand,product_name,original_price,discounted_price,createdat,updatedat)
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values('{product_section[0]}','{product_brand}','{product_name}','{original_price}','{discounted_price}',now(),now())
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"""
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#logging.info(sql)
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cur.execute(sql)
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conn.close() |