So I am attempting to export data scraped from a website using Scrapy to be in a particular format when I export it to XML.
Here is what I would like my XML to look like:
<?xml version="1.0" encoding="UTF-8"?>
<data>
<row>
<field1><![CDATA[Data Here]]></field1>
<field2><![CDATA[Data Here]]></field2>
</row>
</data>
I am running my scrape by using the command:
$ scrapy crawl my_scrap -o items.xml -t xml
The current output I am getting is along the lines of:
<?xml version="1.0" encoding="utf-8"?>
<items><item><field1><value>Data Here</value></field1><field2><value>Data Here</value></field2></item>
As you can see it is adding the <value>
fields and I am not able to rename the root nodes or item nodes. I know that I need to use XmlItemExporter, but I am not sure how to go about implementing this in my project.
I have tried to add it to the pipelines.py
as it is shown here but I always end up with with the error:
AttributeError: 'CrawlerProcess' object has no attribute 'signals'
Does any body know of examples of how to reformat the data when exporting it to XML using the XmlItemExporter
?
Edit:
Showing my XmlItemExporter in my piplines.py
module:
from scrapy import signals
from scrapy.contrib.exporter import XmlItemExporter
class XmlExportPipeline(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_products.xml' % spider.name, 'w+b')
self.files[spider] = file
self.exporter = XmlItemExporter(file)
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
Edit (Showing modifications and Traceback):
I modified the spider_opened
function:
def spider_opened(self, spider):
file = open('%s_products.xml' % spider.name, 'w+b')
self.files[spider] = file
self.exporter = XmlItemExporter(file, 'data', 'row')
self.exporter.start_exporting()
The trace back I get is:
Traceback (most recent call last):
File "/root/self_opportunity/venv/lib/python2.6/site-packages/twisted/internet/defer.py", line 551, in _runCallbacks
current.result = callback(current.result, *args, **kw)
File "/root/self_opportunity/venv/lib/python2.6/site-packages/scrapy/core/engine.py", line 265, in <lambda>
spider=spider, reason=reason, spider_stats=self.crawler.stats.get_stats()))
File "/root/self_opportunity/venv/lib/python2.6/site-packages/scrapy/signalmanager.py", line 23, in send_catch_log_deferred
return signal.send_catch_log_deferred(*a, **kw)
File "/root/self_opportunity/venv/lib/python2.6/site-packages/scrapy/utils/signal.py", line 53, in send_catch_log_deferred
*arguments, **named)
--- <exception caught here> ---
File "/root/self_opportunity/venv/lib/python2.6/site-packages/twisted/internet/defer.py", line 134, in maybeDeferred
result = f(*args, **kw)
File "/root/self_opportunity/venv/lib/python2.6/site-packages/scrapy/xlib/pydispatch/robustapply.py", line 47, in robustApply
return receiver(*arguments, **named)
File "/root/self_opportunity/self_opportunity/pipelines.py", line 28, in spider_closed
self.exporter.finish_exporting()
exceptions.AttributeError: 'XmlExportPipeline' object has no attribute 'exporter'
You can make
XmlItemExporter
do most of what you want simply by supplying the names of the nodes you want:See the documentation.
The problem you have with
value
elements in your fields is because those fields are not scalar values. If XmlItemExporter encounters a scalar value, it simply outputs<fieldname>data</fieldname>
, but if it encounters an iterable value, it will serialize like this:<fieldname><value>data1</value><value>data2</value></fieldname>
. The solution is to stop emitting non-scalar field values for your items.If you aren't willing to do this, subclass
XmlItemExporter
and override its_export_xml_field
method to do what you want when the item value is iterable. This is the code forXmlItemExporter
so you can see the implementation.