chore: add initial scrapy code
This commit is contained in:
2
01_scrapy/wikipedia_country_scraper/download_countries.sh
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2
01_scrapy/wikipedia_country_scraper/download_countries.sh
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source .venv/bin/activate
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scrapy crawl CountrydownloaderSpider -O ../../data/scrapy/raw_country_data/countries.json
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1212
01_scrapy/wikipedia_country_scraper/poetry.lock
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1212
01_scrapy/wikipedia_country_scraper/poetry.lock
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18
01_scrapy/wikipedia_country_scraper/pyproject.toml
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01_scrapy/wikipedia_country_scraper/pyproject.toml
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[tool.poetry]
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name = "wikipedia_country_scraper"
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version = "0.1.0"
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description = ""
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authors = ["Daniel Tomlinson <dtomlinson@panaetius.co.uk>"]
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[tool.poetry.dependencies]
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python = "^3.8"
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Scrapy = "^2.6.1"
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scrapy-user-agents = "^0.1.1"
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ipython = "^8.4.0"
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Pillow = "^9.1.1"
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[tool.poetry.dev-dependencies]
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[build-system]
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requires = ["poetry-core>=1.0.0"]
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build-backend = "poetry.core.masonry.api"
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12
01_scrapy/wikipedia_country_scraper/scrapy.cfg
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01_scrapy/wikipedia_country_scraper/scrapy.cfg
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# Automatically created by: scrapy startproject
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#
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# For more information about the [deploy] section see:
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# https://scrapyd.readthedocs.io/en/latest/deploy.html
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[settings]
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default = wikipedia_country_scraper.settings
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shell = ipython
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[deploy]
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#url = http://localhost:6800/
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project = wikipedia_country_scraper
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# Define here the models for your scraped items
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#
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# See documentation in:
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# https://docs.scrapy.org/en/latest/topics/items.html
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import scrapy
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class WikipediaCountryScraperItem(scrapy.Item):
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country_url = scrapy.Field()
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short_country_name = scrapy.Field()
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country = scrapy.Field()
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flag_description = scrapy.Field()
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anthem_native_title = scrapy.Field()
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anthem_english_title = scrapy.Field()
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file_urls = scrapy.Field()
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files = scrapy.Field()
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# Define here the models for your spider middleware
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#
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# See documentation in:
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# https://docs.scrapy.org/en/latest/topics/spider-middleware.html
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from scrapy import signals
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# useful for handling different item types with a single interface
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from itemadapter import is_item, ItemAdapter
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class WikipediaCountryScraperSpiderMiddleware:
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# Not all methods need to be defined. If a method is not defined,
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# scrapy acts as if the spider middleware does not modify the
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# passed objects.
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@classmethod
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def from_crawler(cls, crawler):
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# This method is used by Scrapy to create your spiders.
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s = cls()
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crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
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return s
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def process_spider_input(self, response, spider):
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# Called for each response that goes through the spider
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# middleware and into the spider.
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# Should return None or raise an exception.
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return None
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def process_spider_output(self, response, result, spider):
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# Called with the results returned from the Spider, after
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# it has processed the response.
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# Must return an iterable of Request, or item objects.
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for i in result:
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yield i
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def process_spider_exception(self, response, exception, spider):
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# Called when a spider or process_spider_input() method
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# (from other spider middleware) raises an exception.
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# Should return either None or an iterable of Request or item objects.
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pass
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def process_start_requests(self, start_requests, spider):
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# Called with the start requests of the spider, and works
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# similarly to the process_spider_output() method, except
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# that it doesn’t have a response associated.
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# Must return only requests (not items).
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for r in start_requests:
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yield r
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def spider_opened(self, spider):
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spider.logger.info('Spider opened: %s' % spider.name)
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class WikipediaCountryScraperDownloaderMiddleware:
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# Not all methods need to be defined. If a method is not defined,
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# scrapy acts as if the downloader middleware does not modify the
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# passed objects.
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@classmethod
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def from_crawler(cls, crawler):
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# This method is used by Scrapy to create your spiders.
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s = cls()
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crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
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return s
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def process_request(self, request, spider):
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# Called for each request that goes through the downloader
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# middleware.
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# Must either:
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# - return None: continue processing this request
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# - or return a Response object
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# - or return a Request object
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# - or raise IgnoreRequest: process_exception() methods of
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# installed downloader middleware will be called
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return None
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def process_response(self, request, response, spider):
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# Called with the response returned from the downloader.
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# Must either;
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# - return a Response object
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# - return a Request object
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# - or raise IgnoreRequest
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return response
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def process_exception(self, request, exception, spider):
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# Called when a download handler or a process_request()
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# (from other downloader middleware) raises an exception.
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# Must either:
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# - return None: continue processing this exception
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# - return a Response object: stops process_exception() chain
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# - return a Request object: stops process_exception() chain
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pass
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def spider_opened(self, spider):
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spider.logger.info('Spider opened: %s' % spider.name)
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# Define your item pipelines here
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#
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# Don't forget to add your pipeline to the ITEM_PIPELINES setting
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# See: https://docs.scrapy.org/en/latest/topics/item-pipeline.html
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import re
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# useful for handling different item types with a single interface
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from itemadapter import ItemAdapter
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from scrapy.pipelines.files import FilesPipeline
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class WikipediaCountryScraperPipeline:
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def process_item(self, item, spider):
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return item
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class WikipediaCountryScraperFilesPipeline(FilesPipeline):
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def file_path(self, request, response=None, info=None, *, item=None):
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print(f"request URLs: {request.url}")
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flag_filename = re.search(r"([^\/]*)$", request.url)
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anthem_filename = re.search(r"(?P<filename>(?<=File\:)[^\$]*)", request.url)
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if isinstance(flag_filename, re.Match):
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return f"files/{flag_filename[1]}"
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elif anthem_filename["filename"].endswith(".mp3"):
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return f"files/{anthem_filename['filename']}"
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import pathlib
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# Scrapy settings for wikipedia_country_scraper project
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#
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# For simplicity, this file contains only settings considered important or
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# commonly used. You can find more settings consulting the documentation:
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#
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# https://docs.scrapy.org/en/latest/topics/settings.html
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# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
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# https://docs.scrapy.org/en/latest/topics/spider-middleware.html
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BOT_NAME = "wikipedia_country_scraper"
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SPIDER_MODULES = ["wikipedia_country_scraper.spiders"]
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NEWSPIDER_MODULE = "wikipedia_country_scraper.spiders"
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# Crawl responsibly by identifying yourself (and your website) on the user-agent
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# USER_AGENT = 'wikipedia_country_scraper (+http://www.yourdomain.com)'
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# Obey robots.txt rules
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ROBOTSTXT_OBEY = True
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# Configure maximum concurrent requests performed by Scrapy (default: 16)
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# CONCURRENT_REQUESTS = 32
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# Configure a delay for requests for the same website (default: 0)
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# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay
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# See also autothrottle settings and docs
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# DOWNLOAD_DELAY = 3
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# The download delay setting will honor only one of:
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# CONCURRENT_REQUESTS_PER_DOMAIN = 16
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# CONCURRENT_REQUESTS_PER_IP = 16
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# Disable cookies (enabled by default)
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# COOKIES_ENABLED = False
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# Disable Telnet Console (enabled by default)
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# TELNETCONSOLE_ENABLED = False
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# Override the default request headers:
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# DEFAULT_REQUEST_HEADERS = {
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# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
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# 'Accept-Language': 'en',
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# }
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# Enable or disable spider middlewares
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# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html
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# SPIDER_MIDDLEWARES = {
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# 'wikipedia_country_scraper.middlewares.WikipediaCountryScraperSpiderMiddleware': 543,
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# }
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# Enable or disable downloader middlewares
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# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html
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DOWNLOADER_MIDDLEWARES = {
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"scrapy.downloadermiddlewares.useragent.UserAgentMiddleware": None,
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"scrapy_user_agents.middlewares.RandomUserAgentMiddleware": 400,
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}
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# Enable or disable extensions
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# See https://docs.scrapy.org/en/latest/topics/extensions.html
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# EXTENSIONS = {
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# 'scrapy.extensions.telnet.TelnetConsole': None,
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# }
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# Configure item pipelines
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# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html
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ITEM_PIPELINES = {
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"wikipedia_country_scraper.pipelines.WikipediaCountryScraperFilesPipeline": 300,
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# "scrapy.pipelines.files.FilesPipeline": 1
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}
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FILES_STORE = str(pathlib.Path(__file__).resolve().parents[3] / "data" / "scrapy" / "raw_country_data")
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# Enable and configure the AutoThrottle extension (disabled by default)
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# See https://docs.scrapy.org/en/latest/topics/autothrottle.html
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# AUTOTHROTTLE_ENABLED = True
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# The initial download delay
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# AUTOTHROTTLE_START_DELAY = 5
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# The maximum download delay to be set in case of high latencies
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# AUTOTHROTTLE_MAX_DELAY = 60
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# The average number of requests Scrapy should be sending in parallel to
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# each remote server
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# AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0
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# Enable showing throttling stats for every response received:
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# AUTOTHROTTLE_DEBUG = False
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# Enable and configure HTTP caching (disabled by default)
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# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings
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# HTTPCACHE_ENABLED = True
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# HTTPCACHE_EXPIRATION_SECS = 0
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# HTTPCACHE_DIR = 'httpcache'
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# HTTPCACHE_IGNORE_HTTP_CODES = []
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# HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage'
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# This package will contain the spiders of your Scrapy project
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#
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# Please refer to the documentation for information on how to create and manage
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# your spiders.
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from __future__ import annotations
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import re
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import scrapy
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from scrapy.http import TextResponse
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from wikipedia_country_scraper.items import WikipediaCountryScraperItem
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class CountrydownloaderSpider(scrapy.Spider):
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name = "CountrydownloaderSpider"
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def start_requests(self):
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return [
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scrapy.Request(
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url="https://en.wikipedia.org/wiki/List_of_sovereign_states", callback=self.extract_country_urls
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)
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]
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def extract_country_urls(self, response: TextResponse):
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country_urls_xpath = response.xpath(
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"//table[contains(@class, 'sortable') and contains(@class, 'wikitable')]/tbody/tr[not(contains(@style, 'background'))]/td[1 and contains(@style, 'vertical-align:top;')]/b/a/@href"
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).getall()
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# for url in country_urls_xpath:
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for url in country_urls_xpath[:3]:
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regex_match = re.search(r"\/wiki\/(?P<short_country_name>[^$]*)", url)
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yield scrapy.Request(
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url=f"https://en.wikipedia.org{url}",
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callback=self.extract_country_information,
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cb_kwargs={
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"country_item": {
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"country_url": f"https://en.wikipedia.org{url}",
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"short_country_name": regex_match["short_country_name"]
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if isinstance(regex_match, re.Match)
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else None,
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}
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},
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)
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def extract_country_information(self, response: TextResponse, country_item: dict):
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country_information_xpath = response.xpath("//table[contains(@class, 'infobox')]/tbody/tr").getall()
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flag_image_url = response.xpath(
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"//table[contains(@class, 'infobox')]/tbody/tr[2]/td/div/div[1]/div[1]/a/@href"
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).get()
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flag_description_url = response.xpath(
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"//table[contains(@class, 'infobox')]/tbody/tr[2]/td/div/div[1]/div[2]/a/@href"
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).get()
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anthem_file_url = response.xpath(
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"//table[contains(@class, 'infobox')]/tbody/tr/td[contains(@class, 'anthem')]//source[@data-title='MP3']/@src"
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).get()
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anthem_native_title = response.xpath(
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"//table[contains(@class, 'infobox')]/tbody/tr/td[contains(@class, 'anthem')]/a/@title"
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).get()
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anthem_english_title = response.xpath(
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"//table[contains(@class, 'infobox')]/tbody/tr/td[contains(@class, 'anthem')]/a/text()"
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).get()
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country_item = {
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**country_item,
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"country": country_information_xpath,
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"anthem": {"anthem_native_title": anthem_native_title, "anthem_english_title": anthem_english_title},
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}
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yield scrapy.Request(
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url=f"https://en.wikipedia.org{flag_description_url}",
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callback=self.extract_flag_description,
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cb_kwargs={
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"country_item": country_item,
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"urls": {
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"flag_image_url": f"https://en.wikipedia.org{flag_image_url}",
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"anthem_file_url": f"https:{anthem_file_url}",
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},
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},
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)
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def extract_flag_description(self, response: TextResponse, country_item: dict, urls: dict):
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flag_description_xpath = response.xpath(
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"//div[contains(@id, 'mw-content-text')]/div/p[not(contains(@class, 'mw-empty-elt'))]"
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).get()
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country_item = {**country_item, "flag_description": flag_description_xpath}
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yield scrapy.Request(
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url=urls["flag_image_url"],
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callback=self.extract_flag_images,
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cb_kwargs={
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"country_item": country_item,
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"urls": urls,
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},
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)
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def extract_flag_images(self, response: TextResponse, country_item: dict, urls: dict):
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flag_image_xpath = response.xpath("//div[contains(@class, 'fullImageLink')]/a/@href").get()
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country_item = {**country_item, "flag_image_url": f"https:{flag_image_xpath}"}
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country_scrapy_item = WikipediaCountryScraperItem()
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country_scrapy_item["country_url"] = country_item["country_url"]
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country_scrapy_item["short_country_name"] = country_item["short_country_name"]
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# country_scrapy_item["country"] = country_item["country"]
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country_scrapy_item["flag_description"] = country_item["flag_description"]
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country_scrapy_item["anthem_native_title"] = country_item["anthem"]["anthem_native_title"]
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country_scrapy_item["anthem_english_title"] = country_item["anthem"]["anthem_english_title"]
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country_scrapy_item["file_urls"] = [country_item["flag_image_url"], urls["anthem_file_url"]]
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yield country_scrapy_item
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# def extract_anthem_file(self, response: TextResponse, country_item: dict, urls: dict):
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# anthem_file_xpath = response.xpath(
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# "//table[contains(@class, 'infobox')]/tbody/tr/td[contains(@class, 'anthem')]//span[contains(@class, 'audio')]/a/@href"
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# ).get()
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# country_scrapy_item = WikipediaCountryScraperItem()
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# country_scrapy_item["country_url"] = country_item["country_url"]
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# country_scrapy_item["short_country_name"] = country_item["short_country_name"]
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# country_scrapy_item["country"] = country_item["country"]
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# country_scrapy_item["flag_description"] = country_item["flag_description"]
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# country_scrapy_item["file_urls"] = [country_item["flag_image_url"], f"https:{anthem_file_xpath}"]
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