如何用Python Scrapy实现手机App抓包数据爬取项目?

2026-06-09 08:405阅读0评论SEO基础
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本文共计432个文字,预计阅读时间需要2分钟。

如何用Python Scrapy实现手机App抓包数据爬取项目?

python

1.items.py

class DouyuspiderItem(scrapy.Item): name=scrapy.Field()

如何用Python Scrapy实现手机App抓包数据爬取项目?


1. items.py

class DouyuspiderItem(scrapy.Item):
name = scrapy.Field()# 存储照片的名字
imagesUrls = scrapy.Field()# 照片的url路径
imagesPath = scrapy.Field()# 照片保存在本地的路径

2. spiders/douyu.py

import scrapy
import json
from douyuSpider.items import DouyuspiderItem

class DouyuSpider(scrapy.Spider):
name = "douyu"
allowd_domains = ["capi.douyucdn.cn"]

offset = 0
url = "capi.douyucdn.cn/api/v1/getVerticalRoom?limit=20&offset="
start_urls = [url + str(offset)]

def parse(self, response):
# 返回从json里获取 data段数据集合
data = json.loads(response.text)["data"]

for each in data:
item = DouyuspiderItem()
item["name"] = each["nickname"]
item["imagesUrls"] = each["vertical_src"]

yield item

self.offset += 20
yield scrapy.Request(self.url + str(self.offset), callback = self.parse)

3. 设置setting.py

ITEM_PIPELINES = {'douyuSpider.pipelines.ImagesPipeline': 1}

# Images 的存放位置,之后会在pipelines.py里调用
IMAGES_STORE = "/Users/Power/lesson_python/douyuSpider/Images"

# user-agent
USER_AGENT = 'DYZB/2.290 (iPhone; iOS 9.3.4; Scale/2.00)'

4. pipelines.py

import scrapy
import os
from scrapy.pipelines.images import ImagesPipeline
from scrapy.utils.project import get_project_settings

class ImagesPipeline(ImagesPipeline):
IMAGES_STORE = get_project_settings().get("IMAGES_STORE")

def get_media_requests(self, item, info):
image_url = item["imagesUrls"]
yield scrapy.Request(image_url)

def item_completed(self, results, item, info):
# 固定写法,获取图片路径,同时判断这个路径是否正确,如果正确,就放到 image_path里,ImagesPipeline源码剖析可见
image_path = [x["path"] for ok, x in results if ok]

os.rename(self.IMAGES_STORE + "/" + image_path[0], self.IMAGES_STORE + "/" + item["name"] + ".jpg")
item["imagesPath"] = self.IMAGES_STORE + "/" + item["name"]

return item

#get_media_requests的作用就是为每一个图片链接生成一个Request对象,这个方法的输出将作为item_completed的输入中的results,results是一个元组,每个元组包括(success, imageinfoorfailure)。如果success=true,imageinfoor_failure是一个字典,包括url/path/checksum三个key。

在项目根目录下新建main.py文件,用于调试

from scrapy import cmdline
cmdline.execute('scrapy crawl douyu'.split())

执行程序

py2 main.py


本文共计432个文字,预计阅读时间需要2分钟。

如何用Python Scrapy实现手机App抓包数据爬取项目?

python

1.items.py

class DouyuspiderItem(scrapy.Item): name=scrapy.Field()

如何用Python Scrapy实现手机App抓包数据爬取项目?


1. items.py

class DouyuspiderItem(scrapy.Item):
name = scrapy.Field()# 存储照片的名字
imagesUrls = scrapy.Field()# 照片的url路径
imagesPath = scrapy.Field()# 照片保存在本地的路径

2. spiders/douyu.py

import scrapy
import json
from douyuSpider.items import DouyuspiderItem

class DouyuSpider(scrapy.Spider):
name = "douyu"
allowd_domains = ["capi.douyucdn.cn"]

offset = 0
url = "capi.douyucdn.cn/api/v1/getVerticalRoom?limit=20&offset="
start_urls = [url + str(offset)]

def parse(self, response):
# 返回从json里获取 data段数据集合
data = json.loads(response.text)["data"]

for each in data:
item = DouyuspiderItem()
item["name"] = each["nickname"]
item["imagesUrls"] = each["vertical_src"]

yield item

self.offset += 20
yield scrapy.Request(self.url + str(self.offset), callback = self.parse)

3. 设置setting.py

ITEM_PIPELINES = {'douyuSpider.pipelines.ImagesPipeline': 1}

# Images 的存放位置,之后会在pipelines.py里调用
IMAGES_STORE = "/Users/Power/lesson_python/douyuSpider/Images"

# user-agent
USER_AGENT = 'DYZB/2.290 (iPhone; iOS 9.3.4; Scale/2.00)'

4. pipelines.py

import scrapy
import os
from scrapy.pipelines.images import ImagesPipeline
from scrapy.utils.project import get_project_settings

class ImagesPipeline(ImagesPipeline):
IMAGES_STORE = get_project_settings().get("IMAGES_STORE")

def get_media_requests(self, item, info):
image_url = item["imagesUrls"]
yield scrapy.Request(image_url)

def item_completed(self, results, item, info):
# 固定写法,获取图片路径,同时判断这个路径是否正确,如果正确,就放到 image_path里,ImagesPipeline源码剖析可见
image_path = [x["path"] for ok, x in results if ok]

os.rename(self.IMAGES_STORE + "/" + image_path[0], self.IMAGES_STORE + "/" + item["name"] + ".jpg")
item["imagesPath"] = self.IMAGES_STORE + "/" + item["name"]

return item

#get_media_requests的作用就是为每一个图片链接生成一个Request对象,这个方法的输出将作为item_completed的输入中的results,results是一个元组,每个元组包括(success, imageinfoorfailure)。如果success=true,imageinfoor_failure是一个字典,包括url/path/checksum三个key。

在项目根目录下新建main.py文件,用于调试

from scrapy import cmdline
cmdline.execute('scrapy crawl douyu'.split())

执行程序

py2 main.py