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Scrapy getting JSON data and converting
I am currently struggling to get data with scrapy to populate an app that requires JSON to be passed. I cannot share the JSON structure so I apologize for being unable to show any sample code.
What I am trying to do is make it so scrapy grabs the JSON file that I have on my desktop and store it as json in the csv file. I then want the json to be read into a pandas dataframe.
First you need to start Scrapy and wait for it to start indexing, then you just need to read the JSON file and either get it as a filepath and use it as csv or just convert it into a DataFrame.
The good thing about Scrapy is that you can create spider which will do a task like wait and do something and when the crawling is done Scrapy will index the result and create a csv file for you.
from twisted.internet.defer import inlineCallbacks
from scrapy import Selector
from scrapy.crawler import CrawlerProcess
from crawler.spiders.dota import DotaBaseSpider
name = ‘crawler’
allowed_domains = [‘gamepedia.dota2.com’]
start_urls = [”]
def parse(self, response):
element = Selector(response).xpath(‘//*[@id=”top-query”]/div/div/div/div/div/div/div/table/tr/td’)
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