極簡Scrapy爬蟲5：items包裝2之多級(jí)頁面

運(yùn)行環(huán)境：
* Python 2.7.12  
* Scrapy 1.2.2
* Mac OS X 10.10.3 Yosemite

繼續(xù)爬取Scrapy 1.2.2文檔提供的練習(xí)網(wǎng)址：

"http://quotes.toscrapy.com"

可以暫時(shí)不用考慮爬蟲被封的情況耗啦，用于初級(jí)爬蟲練習(xí)。

目標(biāo)

多級(jí)頁面爬取時(shí)，在什么位置yield items是個(gè)問題刮便，結(jié)論是可以放入子頁面的爬取時(shí)yield items讹蘑。但是要記住scrapy的自動(dòng)去重。

最終代碼

因?yàn)楸敬螌?shí)驗(yàn)內(nèi)容較多功偿。因此先給出最終的代碼盆佣。

items.py聲明items

增加聲明子頁面的抓取內(nèi)容。

import scrapy


class QuotesItem(scrapy.Item):
    quote = scrapy.Field()
    author = scrapy.Field()
    tags = scrapy.Field()

    author_born_date = scrapy.Field()
    author_born_location = scrapy.Field()
    author_description = scrapy.Field()
    author_full_url = scrapy.Field()

爬蟲文件

需要進(jìn)行以下關(guān)鍵內(nèi)容改寫：

引入items.py中的類
更改爬蟲名
把作者的介紹頁面的鏈接（author_full_url）放入items中械荷。
需要把item的元數(shù)據(jù)傳入子頁面的request中：meta={'item':item}
需要把Scrapy的自動(dòng)去重機(jī)制關(guān)掉：callback=self.parse_author,dont_filter=True

最終代碼如下：

import scrapy
from quotes_2.items import QuotesItem

class QuotesSpider(scrapy.Spider):
    name = 'quotes_2_6'
    start_urls = [
        'http://quotes.toscrape.com',
    ]
    allowed_domains = [
        'toscrape.com',
    ]

    def parse(self,response):
        for quote in response.css('div.quote'):
            item = QuotesItem()
            item['quote'] = quote.css('span.text::text').extract_first()
            item['author'] = quote.css('small.author::text').extract_first()
            item['tags'] = quote.css('div.tags a.tag::text').extract()
            author_page = response.css('small.author+a::attr(href)').extract_first()
            item['author_full_url'] = response.urljoin(author_page)
            


            yield scrapy.Request(url=item['authro_full_url'], meta={'item':item},callback=self.parse_author,dont_filter=True)
        
        next_page = response.css('li.next a::attr("href")').extract_first()
        if next_page is not None:
            next_full_url = response.urljoin(next_page)
            yield scrapy.Request(next_full_url, callback=self.parse)            



    def parse_author(self,response):
        item = response.meta['item']
        item['author_born_date'] = response.css('.author-born-date::text').extract_first()
        item['author_born_location'] = response.css('.author-born-location::text').extract_first()
        item['author_description'] = response.css('.author-born-location::text').extract_first()        
        yield item

實(shí)驗(yàn)內(nèi)容記錄

步驟1：聲明items

首先共耍，我們針對(duì)進(jìn)行改寫。

爬蟲文件在改寫前的原始文件如下：

import scrapy

class QuotesSpider(scrapy.Spider):
    name = 'quotes_2_3'
    start_urls = [
        'http://quotes.toscrape.com',
    ]
    allowed_domains = [
        'toscrape.com',
    ]

    def parse(self,response):
        for quote in response.css('div.quote'):
            yield{
                'quote': quote.css('span.text::text').extract_first(),
                'author': quote.css('small.author::text').extract_first(),
                'tags': quote.css('div.tags a.tag::text').extract(),
            }
            author_page = response.css('small.author+a::attr(href)').extract_first()
            authro_full_url = response.urljoin(author_page)
            yield scrapy.Request(authro_full_url, callback=self.parse_author)


    def parse_author(self,response):
        yield{
            'author': response.css('.author-title::text').extract_first(),
            'author_born_date': response.css('.author-born-date::text').extract_first(),
            'author_born_location': response.css('.author-born-location::text').extract_first(),
            'authro_description': response.css('.author-born-location::text').extract_first(),
        }

把子頁面下要爬取的內(nèi)容也聲明items吨瞎。

import scrapy


class QuotesItem(scrapy.Item):
    quote = scrapy.Field()
    author = scrapy.Field()
    tags = scrapy.Field()

# For author introductions
    author_born_date = scrapy.Field()
    author_born_location = scrapy.Field()
    author_description = scrapy.Field()

步驟2：爬蟲

在子頁面再yield item

import scrapy
from quotes_2.items import QuotesItem

class QuotesSpider(scrapy.Spider):
    name = 'quotes_2_5'
    start_urls = [
        'http://quotes.toscrape.com',
    ]
    allowed_domains = [
        'toscrape.com',
    ]

    def parse(self,response):
        for quote in response.css('div.quote'):
            item = QuotesItem()
            item['quote'] = quote.css('span.text::text').extract_first()
            item['author'] = quote.css('small.author::text').extract_first()
            item['tags'] = quote.css('div.tags a.tag::text').extract()
            

            author_page = response.css('small.author+a::attr(href)').extract_first()
            author_full_url = response.urljoin(author_page)
            yield scrapy.Request(authro_full_url, meta={'item':item},callback=self.parse_author)
            

    def parse_author(self,response):
        item = response.meta['item']
        item['author_born_date'] = response.css('.author-born-date::text').extract_first()
        item['author_born_location'] = response.css('.author-born-location::text').extract_first()
        item['author_description'] = response.css('.author-born-location::text').extract_first()        
        yield item

結(jié)果

[
{"author_description": "in Ulm, Germany", "author": "Albert Einstein", "quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "tags": ["change", "deep-thoughts", "thinking", "world"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany"}
]

parse()函數(shù)以及子頁面同時(shí)yield item

import scrapy
from quotes_2.items import QuotesItem

class QuotesSpider(scrapy.Spider):
    name = 'quotes_2_5'
    start_urls = [
        'http://quotes.toscrape.com',
    ]
    allowed_domains = [
        'toscrape.com',
    ]

    def parse(self,response):
        for quote in response.css('div.quote'):
            item = QuotesItem()
            item['quote'] = quote.css('span.text::text').extract_first()
            item['author'] = quote.css('small.author::text').extract_first()
            item['tags'] = quote.css('div.tags a.tag::text').extract()
            yield item

            author_page = response.css('small.author+a::attr(href)').extract_first()
            author_full_url = response.urljoin(author_page)
            yield scrapy.Request(authro_full_url, meta={'item':item},callback=self.parse_author)
            

    def parse_author(self,response):
        item = response.meta['item']
        item['author_born_date'] = response.css('.author-born-date::text').extract_first()
        item['author_born_location'] = response.css('.author-born-location::text').extract_first()
        item['author_description'] = response.css('.author-born-location::text').extract_first()        
        yield item

json文件結(jié)果

[
{"quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "author": "Albert Einstein", "tags": ["change", "deep-thoughts", "thinking", "world"]},
{"quote": "\u201cIt is our choices, Harry, that show what we truly are, far more than our abilities.\u201d", "author": "J.K. Rowling", "tags": ["abilities", "choices"]},
{"quote": "\u201cThere are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.\u201d", "author": "Albert Einstein", "tags": ["inspirational", "life", "live", "miracle", "miracles"]},
{"quote": "\u201cThe person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.\u201d", "author": "Jane Austen", "tags": ["aliteracy", "books", "classic", "humor"]},
{"quote": "\u201cImperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.\u201d", "author": "Marilyn Monroe", "tags": ["be-yourself", "inspirational"]},
{"quote": "\u201cTry not to become a man of success. Rather become a man of value.\u201d", "author": "Albert Einstein", "tags": ["adulthood", "success", "value"]},
{"quote": "\u201cIt is better to be hated for what you are than to be loved for what you are not.\u201d", "author": "Andr\u00e9 Gide", "tags": ["life", "love"]},
{"quote": "\u201cI have not failed. I've just found 10,000 ways that won't work.\u201d", "author": "Thomas A. Edison", "tags": ["edison", "failure", "inspirational", "paraphrased"]},
{"quote": "\u201cA woman is like a tea bag; you never know how strong it is until it's in hot water.\u201d", "author": "Eleanor Roosevelt", "tags": ["misattributed-eleanor-roosevelt"]},
{"quote": "\u201cA day without sunshine is like, you know, night.\u201d", "author": "Steve Martin", "tags": ["humor", "obvious", "simile"]},
{"author_description": "in Ulm, Germany", "author": "Albert Einstein", "quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "tags": ["change", "deep-thoughts", "thinking", "world"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany"}
]

把作者介紹頁面放入items中

如下：

    def parse(self,response):
        for quote in response.css('div.quote'):
            item = QuotesItem()
            item['quote'] = quote.css('span.text::text').extract_first()
            item['author'] = quote.css('small.author::text').extract_first()
            item['tags'] = quote.css('div.tags a.tag::text').extract()
            yield item

            author_page = response.css('small.author+a::attr(href)').extract_first()
            item['authro_full_url'] = response.urljoin(author_page)
            yield scrapy.Request(url=item['authro_full_url'], meta={'item':item},callback=self.parse_author)

得到j(luò)son文件痹兜，仍然只有一個(gè)作者。

[
{"quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "author": "Albert Einstein", "tags": ["change", "deep-thoughts", "thinking", "world"]},
{"quote": "\u201cIt is our choices, Harry, that show what we truly are, far more than our abilities.\u201d", "author": "J.K. Rowling", "tags": ["abilities", "choices"]},
{"quote": "\u201cThere are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.\u201d", "author": "Albert Einstein", "tags": ["inspirational", "life", "live", "miracle", "miracles"]},
{"quote": "\u201cThe person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.\u201d", "author": "Jane Austen", "tags": ["aliteracy", "books", "classic", "humor"]},
{"quote": "\u201cImperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.\u201d", "author": "Marilyn Monroe", "tags": ["be-yourself", "inspirational"]},
{"quote": "\u201cTry not to become a man of success. Rather become a man of value.\u201d", "author": "Albert Einstein", "tags": ["adulthood", "success", "value"]},
{"quote": "\u201cIt is better to be hated for what you are than to be loved for what you are not.\u201d", "author": "Andr\u00e9 Gide", "tags": ["life", "love"]},
{"quote": "\u201cI have not failed. I've just found 10,000 ways that won't work.\u201d", "author": "Thomas A. Edison", "tags": ["edison", "failure", "inspirational", "paraphrased"]},
{"quote": "\u201cA woman is like a tea bag; you never know how strong it is until it's in hot water.\u201d", "author": "Eleanor Roosevelt", "tags": ["misattributed-eleanor-roosevelt"]},
{"quote": "\u201cA day without sunshine is like, you know, night.\u201d", "author": "Steve Martin", "tags": ["humor", "obvious", "simile"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Albert Einstein", "quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "tags": ["change", "deep-thoughts", "thinking", "world"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"}
]

把作者頁面先放進(jìn)items再yield

    def parse(self,response):
        for quote in response.css('div.quote'):
            item = QuotesItem()
            item['quote'] = quote.css('span.text::text').extract_first()
            item['author'] = quote.css('small.author::text').extract_first()
            item['tags'] = quote.css('div.tags a.tag::text').extract()
            author_page = response.css('small.author+a::attr(href)').extract_first()
            item['authro_full_url'] = response.urljoin(author_page)
            yield item


            yield scrapy.Request(url=item['authro_full_url'], meta={'item':item},callback=self.parse_author)
            
    def parse_author(self,response):
        item = response.meta['item']
        item['author_born_date'] = response.css('.author-born-date::text').extract_first()
        item['author_born_location'] = response.css('.author-born-location::text').extract_first()
        item['author_description'] = response.css('.author-born-location::text').extract_first()        
        yield item

結(jié)果

[
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "author": "Albert Einstein", "tags": ["change", "deep-thoughts", "thinking", "world"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cIt is our choices, Harry, that show what we truly are, far more than our abilities.\u201d", "author": "J.K. Rowling", "tags": ["abilities", "choices"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cThere are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.\u201d", "author": "Albert Einstein", "tags": ["inspirational", "life", "live", "miracle", "miracles"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cThe person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.\u201d", "author": "Jane Austen", "tags": ["aliteracy", "books", "classic", "humor"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cImperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.\u201d", "author": "Marilyn Monroe", "tags": ["be-yourself", "inspirational"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cTry not to become a man of success. Rather become a man of value.\u201d", "author": "Albert Einstein", "tags": ["adulthood", "success", "value"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cIt is better to be hated for what you are than to be loved for what you are not.\u201d", "author": "Andr\u00e9 Gide", "tags": ["life", "love"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cI have not failed. I've just found 10,000 ways that won't work.\u201d", "author": "Thomas A. Edison", "tags": ["edison", "failure", "inspirational", "paraphrased"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cA woman is like a tea bag; you never know how strong it is until it's in hot water.\u201d", "author": "Eleanor Roosevelt", "tags": ["misattributed-eleanor-roosevelt"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "quote": "\u201cA day without sunshine is like, you know, night.\u201d", "author": "Steve Martin", "tags": ["humor", "obvious", "simile"]},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Albert Einstein", "quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "tags": ["change", "deep-thoughts", "thinking", "world"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"}
]

交給子目錄yield

    def parse(self,response):
        for quote in response.css('div.quote'):
            item = QuotesItem()
            item['quote'] = quote.css('span.text::text').extract_first()
            item['author'] = quote.css('small.author::text').extract_first()
            item['tags'] = quote.css('div.tags a.tag::text').extract()
            author_page = response.css('small.author+a::attr(href)').extract_first()
            item['authro_full_url'] = response.urljoin(author_page)
            


            yield scrapy.Request(url=item['authro_full_url'], meta={'item':item},callback=self.parse_author)
            

    def parse_author(self,response):
        item = response.meta['item']
        item['author_born_date'] = response.css('.author-born-date::text').extract_first()
        item['author_born_location'] = response.css('.author-born-location::text').extract_first()
        item['author_description'] = response.css('.author-born-location::text').extract_first()        
        yield item

最后只有一個(gè)

[
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Albert Einstein", "quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "tags": ["change", "deep-thoughts", "thinking", "world"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"}
]

關(guān)閉Scrapy的去重機(jī)制

加上參數(shù)颤诀，不要過濾

    def parse(self,response):
        for quote in response.css('div.quote'):
            item = QuotesItem()
            item['quote'] = quote.css('span.text::text').extract_first()
            item['author'] = quote.css('small.author::text').extract_first()
            item['tags'] = quote.css('div.tags a.tag::text').extract()
            author_page = response.css('small.author+a::attr(href)').extract_first()
            item['authro_full_url'] = response.urljoin(author_page)
            


            yield scrapy.Request(url=item['authro_full_url'], meta={'item':item},callback=self.parse_author,dont_filter=True)
            

    def parse_author(self,response):
        item = response.meta['item']
        item['author_born_date'] = response.css('.author-born-date::text').extract_first()
        item['author_born_location'] = response.css('.author-born-location::text').extract_first()
        item['author_description'] = response.css('.author-born-location::text').extract_first()        
        yield item

最后結(jié)果json文件

[
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Albert Einstein", "quote": "\u201cTry not to become a man of success. Rather become a man of value.\u201d", "tags": ["adulthood", "success", "value"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Marilyn Monroe", "quote": "\u201cImperfection is beauty, madness is genius and it's better to be absolutely ridiculous than absolutely boring.\u201d", "tags": ["be-yourself", "inspirational"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Steve Martin", "quote": "\u201cA day without sunshine is like, you know, night.\u201d", "tags": ["humor", "obvious", "simile"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Andr\u00e9 Gide", "quote": "\u201cIt is better to be hated for what you are than to be loved for what you are not.\u201d", "tags": ["life", "love"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Albert Einstein", "quote": "\u201cThere are only two ways to live your life. One is as though nothing is a miracle. The other is as though everything is a miracle.\u201d", "tags": ["inspirational", "life", "live", "miracle", "miracles"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "J.K. Rowling", "quote": "\u201cIt is our choices, Harry, that show what we truly are, far more than our abilities.\u201d", "tags": ["abilities", "choices"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Jane Austen", "quote": "\u201cThe person, be it gentleman or lady, who has not pleasure in a good novel, must be intolerably stupid.\u201d", "tags": ["aliteracy", "books", "classic", "humor"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Albert Einstein", "quote": "\u201cThe world as we have created it is a process of our thinking. It cannot be changed without changing our thinking.\u201d", "tags": ["change", "deep-thoughts", "thinking", "world"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Thomas A. Edison", "quote": "\u201cI have not failed. I've just found 10,000 ways that won't work.\u201d", "tags": ["edison", "failure", "inspirational", "paraphrased"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"},
{"authro_full_url": "http://quotes.toscrape.com/author/Albert-Einstein", "author": "Eleanor Roosevelt", "quote": "\u201cA woman is like a tea bag; you never know how strong it is until it's in hot water.\u201d", "tags": ["misattributed-eleanor-roosevelt"], "author_born_date": "March 14, 1879", "author_born_location": "in Ulm, Germany", "author_description": "in Ulm, Germany"}
]

最后編輯于：2017.12.05 02:25:39

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