.. _topics-debug: ================= Debugging Spiders ================= This document explains the most common techniques for debugging spiders. Consider the following Scrapy spider: .. skip: next .. code-block:: python import scrapy from myproject.items import MyItem class MySpider(scrapy.Spider): name = "myspider" start_urls = ( "http://example.com/page1", "http://example.com/page2", ) def parse(self, response): # # collect `item_urls` for item_url in item_urls: yield scrapy.Request(item_url, self.parse_item) def parse_item(self, response): # item = MyItem() # populate `item` fields # and extract item_details_url yield scrapy.Request( item_details_url, self.parse_details, cb_kwargs={"item": item} ) def parse_details(self, response, item): # populate more `item` fields return item Basically, this is a simple spider that parses two pages of items (the start URLs). Items also have a details page with additional information, so we use the ``cb_kwargs`` functionality of :class:`~scrapy.Request` to pass a partially populated item. Parse Command ============= The most basic way of checking the output of your spider is to use the :command:`parse` command. It allows you to check the behaviour of different parts of the spider at the method level. It has the advantage of being flexible and simple to use, but it does not allow debugging code inside a method. .. highlight:: none .. skip: start In order to see the item scraped from a specific url:: $ scrapy parse --spider=myspider -c parse_item -d 2 [ ... scrapy log lines crawling example.com spider ... ] >>> STATUS DEPTH LEVEL 2 <<< # Scraped Items ------------------------------------------------------------ [{'url': }] # Requests ----------------------------------------------------------------- [] Using the ``--verbose`` or ``-v`` option we can see the status at each depth level:: $ scrapy parse --spider=myspider -c parse_item -d 2 -v [ ... scrapy log lines crawling example.com spider ... ] >>> DEPTH LEVEL: 1 <<< # Scraped Items ------------------------------------------------------------ [] # Requests ----------------------------------------------------------------- [] >>> DEPTH LEVEL: 2 <<< # Scraped Items ------------------------------------------------------------ [{'url': }] # Requests ----------------------------------------------------------------- [] Checking items scraped from a single start URL can also be easily achieved using:: $ scrapy parse --spider=myspider -d 3 'http://example.com/page1' .. skip: end Scrapy Shell ============ While the :command:`parse` command is very useful for checking the behaviour of a spider, it is of little help when checking what happens inside a callback besides showing the response received and the output. How do you debug the situation when ``parse_details`` sometimes receives no item? .. highlight:: python Fortunately, the :command:`shell` is your bread and butter in this case (see :ref:`topics-shell-inspect-response`): .. code-block:: python from scrapy.shell import inspect_response def parse_details(self, response, item=None): if item: # populate more `item` fields return item else: inspect_response(response, self) See also: :ref:`topics-shell-inspect-response`. Open in browser =============== Sometimes you just want to see how a certain response looks in a browser; you can use the :func:`~scrapy.utils.response.open_in_browser` function for that: .. autofunction:: scrapy.utils.response.open_in_browser Logging ======= Logging is another useful option for getting information about your spider run. Although not as convenient, it comes with the advantage that the logs will be available in all future runs should you need them again: .. code-block:: python def parse_details(self, response, item=None): if item: # populate more `item` fields return item else: self.logger.warning("No item received for %s", response.url) For more information, check the :ref:`topics-logging` section. .. _debug-vscode: Visual Studio Code ================== .. highlight:: json To debug spiders with Visual Studio Code you can use the following ``launch.json``:: { "version": "0.1.0", "configurations": [ { "name": "Python: Launch Scrapy Spider", "type": "python", "request": "launch", "module": "scrapy", "args": [ "runspider", "${file}" ], "console": "integratedTerminal" } ] } Also, make sure you enable "User Uncaught Exceptions", to catch exceptions in your Scrapy spider.