From af9d1b1d5d9e507d22259666daf5a0db085992b4 Mon Sep 17 00:00:00 2001 From: Zhao <923712175@qq.com> Date: Fri, 2 Dec 2022 08:23:29 +0800 Subject: [PATCH] spider2 --- spider2/Taobao/Taobao/__init__.py | 0 .../__pycache__/__init__.cpython-310.pyc | Bin 0 -> 143 bytes .../Taobao/__pycache__/draw.cpython-310.pyc | Bin 0 -> 1283 bytes .../Taobao/__pycache__/items.cpython-310.pyc | Bin 0 -> 478 bytes .../__pycache__/middlewares.cpython-310.pyc | Bin 0 -> 1058 bytes .../__pycache__/pipelines.cpython-310.pyc | Bin 0 -> 624 bytes .../__pycache__/settings.cpython-310.pyc | Bin 0 -> 811 bytes spider2/Taobao/Taobao/draw.py | 39 ++ spider2/Taobao/Taobao/info/商品信息.csv | 411 ++++++++++++++++++ spider2/Taobao/Taobao/items.py | 24 + spider2/Taobao/Taobao/middlewares.py | 26 ++ spider2/Taobao/Taobao/pipelines.py | 52 +++ spider2/Taobao/Taobao/settings.py | 115 +++++ spider2/Taobao/Taobao/spiders/TaoBao.py | 53 +++ spider2/Taobao/Taobao/spiders/__init__.py | 8 + .../__pycache__/TaoBao.cpython-310.pyc | 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['SimHei'] # 字体 + + data_taobao = pd.read_csv("Taobao\Taobao\info\商品信息.csv") + + data_taobao['price_range'] = pd.cut(x = data_taobao['售价'],bins=[0,100,200,300,500,1000,10000]) + data_taobao['销量'] = data_taobao['销量'].str.extract('(\d+)') + data_taobao['销量'] = pd.to_numeric(data_taobao['销量'], downcast='integer') + + b = data_taobao['售价'].value_counts(bins=[0,100,200,300,500,1000,10000], sort=False) # 分成五个区间 + x = b.index + y = list(b) + + + plt.figure(1) + plt.bar(range(len(y)), y, width=0.4, color='c', tick_label=x) + plt.xlabel('价格区间', fontsize=14) + plt.ylabel('商品数', fontsize=14) + plt.show() + + + sales_sum = data_taobao.groupby(['price_range'])['销量'].sum() + + + plt.figure(2) + y2 = list(sales_sum) + plt.plot(range(len(y2)), y2, 'ro-', alpha=0.8, linewidth=1) + plt.xticks(range(len(y2)), x) + plt.xlabel('价格区间', fontsize=14) + plt.ylabel('销量', fontsize=14) + plt.show() diff --git a/spider2/Taobao/Taobao/info/商品信息.csv b/spider2/Taobao/Taobao/info/商品信息.csv new file mode 100644 index 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KIDS斐乐童鞋儿童训练鞋2022秋季新款男女大童户外BOA运动鞋,609.00,300+人付款,福建,FILA官方旗舰店,https://detail.tmall.com/item.htm?id=677552439396&ns=1&abbucket=19 +回力老爹鞋女款秋冬鞋子2022新款棉鞋加绒女鞋百搭黑色运动鞋爆款,119.00,100+人付款,江西,回力旗舰店,https://detail.tmall.com/item.htm?id=632412531664&ns=1&abbucket=19 +MBVA椰子700v2老爹鞋过毒正品官网莆田黑武士男女款运动鞋子黑色,468.00,1000+人付款,福建,mbva旗舰店,https://detail.tmall.com/item.htm?id=683715182973&ns=1&abbucket=19 \ No newline at end of file diff --git a/spider2/Taobao/Taobao/items.py b/spider2/Taobao/Taobao/items.py new file mode 100644 index 0000000..1780c73 --- /dev/null +++ b/spider2/Taobao/Taobao/items.py @@ -0,0 +1,24 @@ +# Define here the models for your scraped items +# +# See documentation in: +# https://docs.scrapy.org/en/latest/topics/items.html + +import scrapy + + +class TaobaoItem(scrapy.Item): + # define the fields for your item here like: + # name = scrapy.Field() + # "商品名称","价格","销量","地址","商店名" + # name = scrapy.Field() + # price = scrapy.Field() + # sales = scrapy.Field() + # shop_name = scrapy.Field() + # url = scrapy.Field() + 商品名称 = scrapy.Field() + 售价 = scrapy.Field() + 销量 = scrapy.Field() + 店铺名称 = scrapy.Field() + 地址 = scrapy.Field() + 发货地 = scrapy.Field() + diff --git a/spider2/Taobao/Taobao/middlewares.py b/spider2/Taobao/Taobao/middlewares.py new file mode 100644 index 0000000..4025b5c --- /dev/null +++ b/spider2/Taobao/Taobao/middlewares.py @@ -0,0 +1,26 @@ +import re +from scrapy.exceptions import IgnoreRequest + +class TaobaoDownloaderMiddleware: + # Not all methods need to be defined. If a method is not defined, + # scrapy acts as if the downloader middleware does not modify the + # passed objects. + + # 拦截请求--UA伪装 + def process_request(self, request, spider): + return None + + + # 拦截所有的响应--针对动态加载的数据 + def process_response(self, request, response, spider): + html = response.text + url = response.url + if re.findall('login',url) or re.findall('登陆',html): + print('发起异常请求：',url) + raise IgnoreRequest() + else: + return response + + # 拦截发生异常的请求(request)对象 + def process_exception(self, request, exception, spider): + return None diff --git a/spider2/Taobao/Taobao/pipelines.py b/spider2/Taobao/Taobao/pipelines.py new file mode 100644 index 0000000..6eb7474 --- /dev/null +++ b/spider2/Taobao/Taobao/pipelines.py @@ -0,0 +1,52 @@ +# Define your item pipelines here +# +# Don't forget to add your pipeline to the ITEM_PIPELINES setting +# See: https://docs.scrapy.org/en/latest/topics/item-pipeline.html +import redis + +# useful for handling different item types with a single interface + +class TaobaoPipeline: + + def process_item(self, item, spider): + # name=item['name'] + # price=item['price'] + # sales=item['sales'] + # shop_name=item['shop_name'] + # url=item['url'] + print(item) + return item #提交给下一个即将执行的管道类 + + #重写父方法，该方法只在爬虫结束时调用一次 + def close_spider(self,spider): + # print('结束爬虫！') + pass + +# class SlaverPipeline(object): + +# def __init__(self, host, port): +# # 链接redis数据库 +# self.r = redis.StrictRedis( +# host=host, port=port, db=0, decode_responses=True) + +# # 链接数据库的加载 +# @classmethod +# def from_crawler(cls, crawler): +# # """注入实例化对象（传入参数）""" +# return cls( +# host=crawler.settings.get("REDIS_HOST"), +# port=crawler.settings.get("REDIS_PORT",6379), +# ) + +# # 存入数据 +# def process_item(self, item, spider): +# print('载入数据') +# self.r.lpush('data',item['商品名称']) +# self.r.lpush('data',item['售价']) +# self.r.lpush('data',item['销量']) +# self.r.lpush('data',item['店铺名称']) +# self.r.lpush('data',item['地址']) +# self.r.lpush('data',item['发货地']) + +#爬虫文件提交的一个item类型对象提交给哪一个管道类？ +#优先执行优先级较高的管道类，即接受item \ No newline at end of file diff --git a/spider2/Taobao/Taobao/settings.py b/spider2/Taobao/Taobao/settings.py new file mode 100644 index 0000000..5a10bbd --- /dev/null +++ b/spider2/Taobao/Taobao/settings.py @@ -0,0 +1,115 @@ +# Scrapy settings for Taobao project +# +# For simplicity, this file contains only settings considered important or +# commonly used. You can find more settings consulting the documentation: +# +# https://docs.scrapy.org/en/latest/topics/settings.html +# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +# https://docs.scrapy.org/en/latest/topics/spider-middleware.html + +BOT_NAME = 'Taobao' + +SPIDER_MODULES = ['Taobao.spiders'] +NEWSPIDER_MODULE = 'Taobao.spiders' + +# Warnings information +LOG_LEVEL = "ERROR" # WARNING +LOG_FILE = "./log.log" + +FEED_URI = './Taobao/info/商品信息.csv' +FEED_FORMAT = 'csv' +FEED_EXPORT_FIELDS = [ + '商品名称', + '售价', + '销量', + '发货地', + '店铺名称', + '地址', +] + +# Crawl responsibly by identifying yourself (and your website) on the user-agent +# USER_AGENT = None + +# Obey robots.txt rules +ROBOTSTXT_OBEY = False + +# Configure maximum concurrent requests performed by Scrapy (default: 16) +CONCURRENT_REQUESTS = 2 + +# Configure a delay for requests for the same website (default: 0) +# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay +# See also autothrottle settings and docs +DOWNLOAD_DELAY = 3 +# The download delay setting will honor only one of: +#CONCURRENT_REQUESTS_PER_DOMAIN = 16 +#CONCURRENT_REQUESTS_PER_IP = 16 + +# Disable cookies (enabled by default) +COOKIES_ENABLED = False + +# Disable Telnet Console (enabled by default) +#TELNETCONSOLE_ENABLED = False + +# Override the default request headers: +# DEFAULT_REQUEST_HEADERS = { +# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', +# 'Accept-Language': 'en', +# } + +# Enable or disable spider middlewares +# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html +# SPIDER_MIDDLEWARES = { +# 'Taobao.middlewares.TaobaoSpiderMiddleware': 543, +# } + +# Enable or disable downloader middlewares +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +# DOWNLOADER_MIDDLEWARES = { +# 'Taobao.middlewares.TaobaoDownloaderMiddleware': 543, +# } + +# Enable or disable extensions +# See https://docs.scrapy.org/en/latest/topics/extensions.html +# EXTENSIONS = { +# 'scrapy.extensions.telnet.TelnetConsole': None, +# } + +# Enable and configure the AutoThrottle extension (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/autothrottle.html +#AUTOTHROTTLE_ENABLED = True +# The initial download delay +#AUTOTHROTTLE_START_DELAY = 5 +# The maximum download delay to be set in case of high latencies +#AUTOTHROTTLE_MAX_DELAY = 60 +# The average number of requests Scrapy should be sending in parallel to +# each remote server +#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0 +# Enable showing throttling stats for every response received: +#AUTOTHROTTLE_DEBUG = False + +# Enable and configure HTTP caching (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings +#HTTPCACHE_ENABLED = True +#HTTPCACHE_EXPIRATION_SECS = 0 +#HTTPCACHE_DIR = 'httpcache' +#HTTPCACHE_IGNORE_HTTP_CODES = [] +#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage' + +# Set settings whose default value is deprecated to a future-proof value +REQUEST_FINGERPRINTER_IMPLEMENTATION = '2.7' +TWISTED_REACTOR = 'twisted.internet.asyncioreactor.AsyncioSelectorReactor' + +# # Configure item pipelines +# # See https://docs.scrapy.org/en/latest/topics/item-pipeline.html +ITEM_PIPELINES = { + 'Taobao.pipelines.TaobaoPipeline': 300, + # # 'Taobao.pipelines.SlaverPipeline': 400, + # # 数据库管道 + # # 'Taobao.pipelines.mysqlPipeline': 301, + # # 'scrapy_redis.pipelines.RedisPipeline': 3, # redis管道文件，自动把数据加载到redis + # # scrapy内置的图片下载器 + # # 'scrapy.contrib.pipeline.images.ImagesPipeline':1 +} +# IMAGES_STORE ='/downloadImg' +REDIS_URL = '' +REDIS_PORT = 6379 diff --git a/spider2/Taobao/Taobao/spiders/TaoBao.py b/spider2/Taobao/Taobao/spiders/TaoBao.py new file mode 100644 index 0000000..80d6e4e --- /dev/null +++ b/spider2/Taobao/Taobao/spiders/TaoBao.py @@ -0,0 +1,53 @@ +import re +import scrapy +import json +from Taobao.items import TaobaoItem + +# 修改爬虫类 +from scrapy.spiders import Rule +from scrapy_redis.spiders import RedisCrawlSpider +from scrapy.linkextractors import LinkExtractor + +class TaobaoSpider(RedisCrawlSpider): + name = 'TaobaoSpider' + # allowed_domains = ['s.taobao.com'] + # start_urls = [f'https://login.taobao.com/member/login.jhtml?'] + redis_key = "TaobaoMaster:items" + + def __init__(self,*args,**kwargs): + print('初始化') + domain = kwargs.pop('domain','') + self.allowed_domains = filter(None,domain.split(',')) + super(TaobaoSpider,self).__init__(*args,**kwargs) + + def make_request_from_data(self, data): + obj = data.decode() + obj = json.loads(obj) + url= obj['url'] + headers = { + 'user-agent':obj['headers'], + 'cookie':obj['cookie'] + } + return scrapy.Request(url=url,callback=self.parse,headers=headers) + + def parse(self, response): + html = response.text + try: + goods_name = re.findall(r'\"raw_title\"\:\".*?\"', html) + goods_price = re.findall(r'\"view_price\"\:\"[\d\.]*\"', html) + goods_sales = re.findall(r'\"view_sales\"\:\".*?\"', html) + detail_url = re.findall(r'\"detail_url\"\:\".*?\"', html) + shop_name = re.findall(r'\"shopName\"\:\".*?\"', html) + item_loc = re.findall(r'\"item_loc\"\:\".*?\"', html) + # pic = re.findall(r'\"pic_url\"\:\".*?\"', html) + for i in range(len(goods_price)): + items = TaobaoItem() + items['商品名称'] = eval(goods_name[i].split(':')[1]) + items['售价'] = eval(goods_price[i].split(':')[1]) + items['销量'] = eval(goods_sales[i].split(':')[1]) + items['店铺名称'] = eval(shop_name[i].split(':')[1]) + items['地址'] = 'https:' + eval(detail_url[i].split(':')[1]) + items['发货地'] = eval(item_loc[i].split(':')[1]).split(' ')[0] + yield items + except Exception as e: + print(e) \ No newline at end of file diff --git a/spider2/Taobao/Taobao/spiders/__init__.py b/spider2/Taobao/Taobao/spiders/__init__.py new file mode 100644 index 0000000..e327b98 --- /dev/null +++ b/spider2/Taobao/Taobao/spiders/__init__.py @@ -0,0 +1,8 @@ +# This package will contain the spiders of your Scrapy project +# +# Please refer to the documentation for information on how to create and manage +# your spiders. +from Taobao.spiders.TaoBao import TaobaoSpider + +def __init__(self,sname,*args,**kwargs): + super(TaobaoSpider,self).__init__(*args,**kwargs) \ No newline at end of file diff --git a/spider2/Taobao/Taobao/spiders/__pycache__/TaoBao.cpython-310.pyc b/spider2/Taobao/Taobao/spiders/__pycache__/TaoBao.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..29016bbadc150c44e018b8da022818a6b915e5fe GIT binary patch literal 2193 zcmZuy&2Jnv6t`zQv$M0Ck49}uTJaTn*$Ng3af(8z`T;^JIkbhsFx6-}c9O}??rd#u z)2?<=s;wweDFwB_rIiv1QT2j)Ktd}2iLbDN{0Arp;MudG+bT2i^RwTx{rvO$$R{Rz z1YiH~AUW?L^t&F6e*^}{p@|R(MHFW!D0&=VGqwT?dMmS=Bp_JJ?96Gpfoph@m6~4Q z8Q#gtO+WB4dLL1jmTn+gV&1?GDiohXHE$bEKua~O{PS^sDb7ETtO+A>wv#dFr_VB) zijzEE&(5_|$~eqToJm`a(^n;r6PfcwZ!rGZqk(uE7>2aL+StIRI3PFCGNu-_Z+L-2 z33YCuz%9%QN;eTffv1g9)xwzK$nH!r`Y;xf@r4vD6bT+XQp4pyn}Q~e1CapP0Atj% zHqB{UR^OIjL(kr{DcQmUtA`>Y9qIPaz*;Nya04@I;)~+t>IsY`G7b07pX}uHqSd2zL*R16<#=DzQLk_tS{# zb`qL62Be2K(H81k5^q{PYYX>*Qap$HHuTmUAV}>wM9F=tPo%v@dUg-3IX!sg+cse8 zE-AaiGgVq;F*p)jI?3}!%4$~E@4)@uh*wxk@))f}$xtq6@}tnB>Kn%UHB#b-fMkb_!h zwi!2A#EbROGS8clUZrJX5{QR=>|xh(vHQ;q>Av<1dV8;Z2Foh!p+jB=i&z5Ry$)!u z0hZlc8cm7;Pwk_c*Vt+VH4n%F?--sK-Zi{q_>$pW!+X+}q(=te_ovXsi~X{62B`0Y zhugjK9NH|=(iW!P92(%BPs@u4BxDbXZzRqhl8TX(_K;K;5uJej+~;Kn5u7z?)_Kp% zz@jOzXd3*+r~4LxevB}>{N@D{fdonK+D{nuD;RYvvfQiac)ox>1!=$Xc|}KQ!L8$U zRGV4q&W7`lr6QTijD_>zLO5SP`ffPiJsi$oN!fY?5u1zzpM^B6UpxxJgCn7cGbYAY zfq*g@r&$CpJ1#g7&WqK&y%aZ}IR&P5UW&3j8Pndu3)?zTb@clWzx!f%_xkXg+kZZM z+|k)!c<<*we*4w1+xIrMZ{8`?p8T+V_er7FbyuZqi-kh{{^Q|;jUD_7H(Q$gbm!Z@ zet9^&|G4HWBH2}`EY4JEIc-r09Odx1wZfF0u@={ntq8jkXM94l<M zF827VaJ+7!4#e7Uu?0!$=|2rYcWCs#gpcSj{Cl!Ii@go&-`&bk)QNf#_GO)AwZT!O z{3vSX6iONJ)hN2$iL;S}m@AdJE^kqT6?u{$0TYZtYGRav6P9IBG-mUDt)dfy$>~_8NL}?&+UB};2K$RiNJn7X{~}%F w)Pa$H1{D~dyQsi|>ojc+9kbJ9IFsDG#R7w4+HZue2OcCeT?(qU#(BT>AGZld6aWAK literal 0 HcmV?d00001 diff --git a/spider2/Taobao/Taobao/spiders/__pycache__/__init__.cpython-310.pyc b/spider2/Taobao/Taobao/spiders/__pycache__/__init__.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..5773ca41e5c74f4a6d0ca23a5b909e3099a2e465 GIT binary patch literal 372 zcmYjN!AiqG5S`s@wMu#vq<@f0^jt)wiYL)S6(lT#*j*(y>4u#YDdZsN*{|^8FYVQn zzu?K)t$_}_nSJcco5z^ZXdfu-@$3AE0epM19h}G+0S_rDP^^NQWsHI1Dtd>ED=~v) z@I$|lFc;qz=AkgNrc~O_{csowdk&&y@m=6NEVKwUl3@3N@16NP<3x3hTh^$YACb^lJzC-M%pMR|EYy^