Created
October 1, 2017 08:02
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import datetime | |
import re | |
import urllib | |
from django.conf import settings | |
import requests | |
from lxml import html | |
from .models import Product | |
def db_insert(products): | |
created = 0 | |
updated = 0 | |
result = [] | |
for prod in products: | |
try: | |
p = Product.objects.get(sku=prod.get('sku')) | |
p.price = prod['price'] | |
p.old_price = prod['old_price'] | |
p.discount = prod['discount'] | |
p.last_updated = datetime.datetime.utcnow() | |
updated += 1 | |
except: | |
p = Product.objects.create( | |
name=prod['name'], | |
sku=prod['sku'], | |
category=prod['category'], | |
sub_category=prod['sub_category'], | |
partner=prod['partner'], | |
price=prod['price'], | |
old_price=prod['old_price'], | |
discount=prod['discount'], | |
image=prod['image'], | |
link=prod['link'], | |
description=prod['description'], | |
last_updated=datetime.now() | |
) | |
created += 1 | |
result.append(created) | |
result.append(updated) | |
return result | |
class ScrapeAmazon: | |
def __init__(self, scraper): | |
self.scraper = scraper | |
self.products = [] | |
def updated_scraped(self): | |
self.scraper.last_scraped = datetime.now() | |
self.scraper.save() | |
def scrape(self): | |
url = self.scraper.url | |
page = requests.get(url) | |
tree = html.fromstring(page.content) | |
count = self.scraper.qnty - 1 | |
items = tree.cssselect('li.s-result-item') | |
for num, i in enumerate(items): | |
sku = i.attrib['data-asin'] | |
link = 'dp/' + sku + '/' | |
a_tag = i.cssselect('h2.s-access-title') | |
try: | |
name = a_tag[0].text_content().encode('utf8') | |
except: | |
name = self.scraper.sub_cat.name | |
link1 = self.scraper.partner.domain + link | |
print link1 | |
product_page = requests.get(link1) | |
tree1 = html.fromstring(product_page.content) | |
try: | |
price1 = str(tree1.cssselect('span#priceblock_saleprice')[0] | |
.text_content().encode('utf8').strip()) | |
except: | |
price1 = 0 | |
if price1 == 0: | |
try: | |
price1 = str(tree1.cssselect('span#priceblock_ourprice')[0] | |
.text_content().encode('utf8').strip()) | |
except: | |
price1 = 0 | |
if price1 != 0: | |
try: | |
price1 = price1.split('-')[0] | |
price1 = price1.split('.')[0] | |
price = re.sub("[^0-9]", "", price1) | |
except: | |
price1 = price1.split('.')[0] | |
price = re.sub("[^0-9]", "", price1) | |
if not price: | |
price = 0 | |
try: | |
old = tree.cssselect('td.a-text-strike')[0] \ | |
.text_content().strip() | |
except: | |
old = None | |
old_price = 0 | |
discount = 0 | |
if old is not None: | |
old_price0 = old.split('.') | |
old_price1 = old_price0[0] | |
old_price = re.sub("[^0-9]", "", old_price1) | |
try: | |
discount1 = tree.cssselect('tr#regularprice_savings')[0] \ | |
.text_content().strip() | |
discount1 = discount1.split('(')[-1] | |
discount = re.sub("[^0-9]", "", discount1) | |
except: | |
discount = 0 | |
description = tree1.cssselect('div#feature-bullets')[0] \ | |
.text_content().strip() | |
img_wrapper = tree1.cssselect('li.itemNo0 img') | |
image1 = img_wrapper[0].attrib['src'] | |
try: | |
ext = image1.split('.')[-1] | |
image_name = sku + '.' + ext | |
local_url = settings.MEDIA_URL + 'products/' + image_name | |
local_db_url = 'products/' + image_name | |
urllib.urlretrieve(image1, local_url) | |
image = local_db_url | |
except: | |
image = None | |
p_data = {} | |
p_data['name'] = name | |
p_data['sku'] = sku | |
p_data['category'] = self.scraper.sub_cat.category | |
p_data['sub_category'] = self.scraper.sub_cat | |
p_data['partner'] = self.scraper.partner | |
p_data['price'] = price | |
p_data['old_price'] = old_price | |
p_data['discount'] = discount | |
p_data['image'] = image | |
p_data['link'] = link | |
p_data['description'] = description | |
self.products.append(p_data) | |
if num == count: | |
break | |
return self.products | |
def scrape_amazon(scraper): | |
s = ScrapeAmazon(scraper) | |
products = s.scrape() | |
result = db_insert(products) | |
s.updated_scraped() | |
return result |
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