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I am getting unwanted blank lines between each row of scrapy output in the resulting csv output file.
I have moved from python2 to python 3, and I use Windows 10. I am therefore in the process of adapting my scrapy projects for python3.
My current (and for now, sole) problem is that when I write the scrapy output to a CSV file I get a blank line between each row. This has been highlighted on several posts here (it is to do with Windows) but I am unable to get a solution to work.
As it happens, I have also added some code to the piplines.py file to ensure the csv output is in a given column order and not some random order. Hence, I can use the normal scrapy crawl charleschurch
to run this code rather than the scrapy crawl charleschurch -o charleschurch2017xxxx.csv
Does anyone know how to skip / omit this blank line in the CSV output?
My pipelines.py code is below (I perhaps don't need the import csv
line but I suspect I may do for the final answer):
# -*- coding: utf-8 -*-
# Define your item pipelines here
#
# Don't forget to add your pipeline to the ITEM_PIPELINES setting
# See: http://doc.scrapy.org/en/latest/topics/item-pipeline.html
import csv
from scrapy import signals
from scrapy.exporters import CsvItemExporter
class CSVPipeline(object):
def __init__(self):
self.files = {}
@classmethod
def from_crawler(cls, crawler):
pipeline = cls()
crawler.signals.connect(pipeline.spider_opened, signals.spider_opened)
crawler.signals.connect(pipeline.spider_closed, signals.spider_closed)
return pipeline
def spider_opened(self, spider):
file = open('%s_items.csv' % spider.name, 'w+b')
self.files[spider] = file
self.exporter = CsvItemExporter(file)
self.exporter.fields_to_export = ["plotid","plotprice","plotname","name","address"]
self.exporter.start_exporting()
def spider_closed(self, spider):
self.exporter.finish_exporting()
file = self.files.pop(spider)
file.close()
def process_item(self, item, spider):
self.exporter.export_item(item)
return item
I added this line to the settings.py file (not sure the relevance of the 300):
ITEM_PIPELINES = {'CharlesChurch.pipelines.CSVPipeline': 300 }
my scrapy code is below:
import scrapy
from urllib.parse import urljoin
from CharlesChurch.items import CharleschurchItem
class charleschurchSpider(scrapy.Spider):
name = "charleschurch"
allowed_domains = ["charleschurch.com"]
start_urls = ["https://www.charleschurch.com/county-durham_willington/the-ridings-1111"]
def parse(self, response):
for sel in response.xpath('//*[@id="aspnetForm"]/div[4]'):
item = CharleschurchItem()
item['name'] = sel.xpath('//*[@id="XplodePage_ctl12_dsDetailsSnippet_pDetailsContainer"]/span[1]/b/text()').extract()
item['address'] = sel.xpath('//*[@id="XplodePage_ctl12_dsDetailsSnippet_pDetailsContainer"]/div/*[@itemprop="postalCode"]/text()').extract()
plotnames = sel.xpath('//div[@class="housetype js-filter-housetype"]/div[@class="housetype__col-2"]/div[@class="housetype__plots"]/div[not(contains(@data-status,"Sold"))]/div[@class="plot__name"]/a/text()').extract()
plotnames = [plotname.strip() for plotname in plotnames]
plotids = sel.xpath('//div[@class="housetype js-filter-housetype"]/div[@class="housetype__col-2"]/div[@class="housetype__plots"]/div[not(contains(@data-status,"Sold"))]/div[@class="plot__name"]/a/@href').extract()
plotids = [plotid.strip() for plotid in plotids]
plotprices = sel.xpath('//div[@class="housetype js-filter-housetype"]/div[@class="housetype__col-2"]/div[@class="housetype__plots"]/div[not(contains(@data-status,"Sold"))]/div[@class="plot__price"]/text()').extract()
plotprices = [plotprice.strip() for plotprice in plotprices]
result = zip(plotnames, plotids, plotprices)
for plotname, plotid, plotprice in result:
item['plotname'] = plotname
item['plotid'] = plotid
item['plotprice'] = plotprice
yield item
The b
in w+b
is most probably part of the problem as this will make the file being considered a binary file and so linebreaks are written as is.
So first step is to remove the b
. And then by adding U
you can also activate the Universal Newline support ( see: https://docs.python.org/3/glossary.html#term-universal-newlines )
So the line in question should look like:
file = open('%s_items.csv' % spider.name, 'Uw+')