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from lxml import html | |
import csv | |
import os | |
import requests | |
from exceptions import ValueError | |
from time import sleep | |
from random import randint | |
def parse(url): | |
headers = { | |
'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.90 Safari/537.36' | |
} | |
try: | |
# Retrying for failed requests | |
for i in range(20): | |
# Generating random delays | |
sleep(randint(1,3)) | |
# Adding verify=False to avold ssl related issues | |
response = requests.get(url, headers=headers, verify=False) | |
if response.status_code == 200: | |
doc = html.fromstring(response.content) | |
XPATH_NAME = '//h1[@id="title"]//text()' | |
XPATH_SALE_PRICE = '//span[contains(@id,"ourprice") or contains(@id,"saleprice")]/text()' | |
XPATH_ORIGINAL_PRICE = '//td[contains(text(),"List Price") or contains(text(),"M.R.P") or contains(text(),"Price")]/following-sibling::td/text()' | |
XPATH_CATEGORY = '//a[@class="a-link-normal a-color-tertiary"]//text()' | |
XPATH_AVAILABILITY = '//div[@id="availability"]//text()' | |
RAW_NAME = doc.xpath(XPATH_NAME) | |
RAW_SALE_PRICE = doc.xpath(XPATH_SALE_PRICE) | |
RAW_CATEGORY = doc.xpath(XPATH_CATEGORY) | |
RAW_ORIGINAL_PRICE = doc.xpath(XPATH_ORIGINAL_PRICE) | |
RAw_AVAILABILITY = doc.xpath(XPATH_AVAILABILITY) | |
NAME = ' '.join(''.join(RAW_NAME).split()) if RAW_NAME else None | |
SALE_PRICE = ' '.join(''.join(RAW_SALE_PRICE).split()).strip() if RAW_SALE_PRICE else None | |
CATEGORY = ' > '.join([i.strip() for i in RAW_CATEGORY]) if RAW_CATEGORY else None | |
ORIGINAL_PRICE = ''.join(RAW_ORIGINAL_PRICE).strip() if RAW_ORIGINAL_PRICE else None | |
AVAILABILITY = ''.join(RAw_AVAILABILITY).strip() if RAw_AVAILABILITY else None | |
if not ORIGINAL_PRICE: | |
ORIGINAL_PRICE = SALE_PRICE | |
# retrying in case of captcha | |
if not NAME: | |
raise ValueError('captcha') | |
data = { | |
'NAME': NAME, | |
'SALE_PRICE': SALE_PRICE, | |
'CATEGORY': CATEGORY, | |
'ORIGINAL_PRICE': ORIGINAL_PRICE, | |
'AVAILABILITY': AVAILABILITY, | |
'URL': url, | |
} | |
return data | |
elif response.status_code==404: | |
break | |
except Exception as e: | |
print e | |
def ReadAsin(): | |
# AsinList = csv.DictReader(open(os.path.join(os.path.dirname(__file__),"Asinfeed.csv"))) | |
AsinList = ['B075QLRSPK', | |
'B0731KJVGG', | |
'B075KQ622T', | |
'B071YC3G5V', | |
'B01MDMJGYT', | |
'B071VZKDDP', | |
'B075FLG6MV', | |
'B075TZQRHN', | |
'B01MQUB0QN', | |
'B075XKFMQC' ] | |
extracted_data = [] | |
for i in AsinList: | |
url = "http://www.amazon.com/dp/" + i | |
print "Processing: " + url | |
# Calling the parser | |
parsed_data = parse(url) | |
if parsed_data: | |
extracted_data.append(parsed_data) | |
# Writing scraped data to csv file | |
with open('scraped_data.csv', 'w') as csvfile: | |
fieldnames = ['NAME','SALE_PRICE','CATEGORY','ORIGINAL_PRICE','AVAILABILITY','URL'] | |
writer = csv.DictWriter(csvfile, fieldnames=fieldnames, quoting=csv.QUOTE_ALL) | |
writer.writeheader() | |
for data in extracted_data: | |
writer.writerow(data) | |
if __name__ == "__main__": | |
ReadAsin() |
``
C:\WINDOWS\system32>C:\Users\snyde\Documents\amazonscraper\Amazon_Scraper\amazon_product.py
File "C:\Users\snyde\Documents\amazonscraper\Amazon_Scraper\amazon_product.py", line 52
AsinList = [''B077XM396G',
^
SyntaxError: invalid syntax
C:\WINDOWS\system32>"
The error is with one of the ASINs for a product.... Anyone have any tips to correct this?
If I were smarter I'd actually error check my code.... I see what I did now. Whoops.
Thank you for the code! Hopefully this makes my job a little bit easier.
How can I change this script to work for amazon.in site.
Thanks in advance.
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Getting this error when run...
can someone hel?