python - 根据来自scrapy的信号更新主线程内的PyQt5 Gui

Question

我有一个非常基本的蜘蛛，它看起来像来自 scrapy testpiders 的 followall 蜘蛛。

import re

import scrapy.signals
from scrapy.http import Request, HtmlResponse
from scrapy.linkextractors import LinkExtractor
from six.moves.urllib.parse import urlparse

from page import Page


class ZenSpider( scrapy.Spider ) :
    def __init__(self) :
        super().__init__()

    name = 'followall'
    custom_settings = {
        'CLOSESPIDER_PAGECOUNT' : 2,
        "FEEDS" : {
            "items.csv" : {"format" : "csv"},
        },
    }

    def __init__(self, **kw) :
        super( ZenSpider, self ).__init__( **kw )
        url = kw.get( 'url' ) or kw.get( 'domain' ) or 'http://scrapinghub.com/'
        if not url.startswith( 'http://' ) and not url.startswith( 'https://' ) :
            url = 'http://%s/' % url
        self.url = url
        self.allowed_domains = [re.sub(r'^www\.', '', urlparse(url).hostname)]
        self.link_extractor = LinkExtractor()

    def start_requests(self):
        return [Request(self.url, callback=self.parse, dont_filter=True)]

    def parse(self, response):
        """Parse a PageItem and all requests to follow

        @url http://www.scrapinghub.com/
        @returns items 1 1
        @returns requests 1
        @scrapes url title foo
        """
        page = self._get_item(response)
        r = [page]
        r.extend(self._extract_requests(response))
        return r

    def _get_item(self, response):
        items = []
        item = Page(
            url=response.url,
            size=str( len( response.body ) ),
            status=response.status,
            # content_type=response.request.headers.get('Content-Type'),
            # encoding=response.request.headers.get('encoding'),
            # referer=response.request.headers.get('Referer'),
        )
        self._set_title( item, response )
        self._set_description( item, response )
        return item

    def _extract_requests(self, response):
        r = []
        if isinstance(response, HtmlResponse):
            links = self.link_extractor.extract_links( response )
            r.extend( Request( x.url, callback=self.parse ) for x in links )
        return r

    def _set_title(self, page, response) :
        if isinstance( response, HtmlResponse ) :
            title = response.xpath( "//title/text()" ).extract()
            if title :
                page['title'] = title[0]

    def _set_description(self, page, response) :
        if isinstance( response, HtmlResponse ) :
            description = response.xpath( "//meta[@name='description']/@content" ).extract()
            if description :
                page['description'] = description[0]

我从下面的脚本中调用这个蜘蛛。蜘蛛使用 CrawlRunner 类运行，当它获取一个项目时会发出一个信号作为 p.signals.connect ，然后调用方法 crawler_results 并打印抓取的项目。

据我了解，我无法将爬行移动到它自己的类中，因为这样信号就无法与 PyQt5 一起使用

import scrapy
from PyQt5 import QtWidgets, QtCore, QtGui
from PyQt5.QtCore import QRunnable, pyqtSlot, QThread, pyqtSignal, QTimer
from PyQt5.QtWidgets import QTableWidgetItem, QLabel
from scrapy import signals
from scrapy.crawler import CrawlerProcess, CrawlerRunner
from twisted.internet import reactor
from scrapy.utils.log import configure_logging

from Layout import Ui_MainWindow
from ZenSpider import ZenSpider


class MainWindow( QtWidgets.QMainWindow, Ui_MainWindow ) :

    def __init__(self, parent=None) :
        super(MainWindow, self).__init__()

        self.setupUi( self )
        self.pushButton.pressed.connect( self.on_url_entered )

    def crawler_results(self, item) :
        print( "SCRAPED AN ITEM" )
        ##Do Something here ##

    def on_url_entered(self) :
        # global userInput
        # userInput = self.urlbar.text()
        configure_logging()
        runner = CrawlerRunner()
        runner.crawl(ZenSpider, domain="google.com.au")
        for p in runner.crawlers :
            p.signals.connect(self.crawler_results, signal=signals.item_scraped)
        reactor.run()

if __name__ == "__main__" :
    app = QtWidgets.QApplication( [] )
    main_window = MainWindow()
    main_window.show()
    app.exec_()

我有一个简单的 QTableWidget 和一个按钮的布局

# -*- coding: utf-8 -*-

# Form implementation generated from reading ui file 'basic.ui'
#
# Created by: PyQt5 UI code generator 5.14.2
#
# WARNING! All changes made in this file will be lost!


from PyQt5 import QtCore, QtGui, QtWidgets


class Ui_MainWindow(object):
    def setupUi(self, MainWindow):
        MainWindow.setObjectName("MainWindow")
        MainWindow.resize(1034, 803)
        self.centralwidget = QtWidgets.QWidget(MainWindow)
        self.centralwidget.setObjectName("centralwidget")
        self.tableWidget = QtWidgets.QTableWidget(self.centralwidget)
        self.tableWidget.setGeometry(QtCore.QRect(140, 200, 831, 401))
        self.tableWidget.setObjectName("tableWidget")
        self.tableWidget.setColumnCount(1)
        self.tableWidget.setRowCount(0)
        item = QtWidgets.QTableWidgetItem()
        self.tableWidget.setHorizontalHeaderItem(0, item)
        self.pushButton = QtWidgets.QPushButton(self.centralwidget)
        self.pushButton.setGeometry(QtCore.QRect(880, 610, 89, 25))
        self.pushButton.setObjectName("pushButton")
        MainWindow.setCentralWidget(self.centralwidget)
        self.statusbar = QtWidgets.QStatusBar(MainWindow)
        self.statusbar.setObjectName("statusbar")
        MainWindow.setStatusBar(self.statusbar)

        self.retranslateUi(MainWindow)
        QtCore.QMetaObject.connectSlotsByName(MainWindow)

    def retranslateUi(self, MainWindow):
        _translate = QtCore.QCoreApplication.translate
        MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow"))
        item = self.tableWidget.horizontalHeaderItem(0)
        item.setText(_translate("MainWindow", "URL"))
        self.pushButton.setText(_translate("MainWindow", "Start"))


if __name__ == "__main__":
    import sys
    app = QtWidgets.QApplication(sys.argv)
    MainWindow = QtWidgets.QMainWindow()
    ui = Ui_MainWindow()
    ui.setupUi(MainWindow)
    MainWindow.show()
    sys.exit(app.exec_())

当我按下按钮时，我可以看到爬虫正在运行并进入 crawler_results 方法，因为它打印了抓取的项目。蜘蛛将每个项目返回为以下值

{'size': '164125',
 'status': 200,
 'title': 'Google Advanced Search',
 'url': 'https://www.google.com.au/advanced_search?hl=en-AU&authuser=0'}

页面只是我的scrapy项目

import scrapy

class Page(scrapy.Item):
    url = scrapy.Field()
    size = scrapy.Field()
    status = scrapy.Field()
    title = scrapy.Field()

我的问题是如何将这些数据转换为 GUI 并让它在蜘蛛运行时自动刷新。这意味着每次抓取一个项目时，GUI 都会更新，然后蜘蛛会继续。

到目前为止我已经探索过

1. 使用scrapy deferred 没有太多运气
2. 插槽/信号，但无法更新 GUI。
3. 每秒更新 GUI 的 Qtimer 函数，但同样不会产生任何结果。

任何帮助深表感谢

标签： pythonpython-3.xpyqtscrapypyqt5

Answer 1

您必须安装与 Qt 事件循环兼容的反应器，例如使用：

• qt5reactor( python -m pip install qt5reactor),
• qt-reactor( python -m pip install qt-reactor)

import sys

from PyQt5 import QtWidgets, QtCore, QtGui

import qt5reactor
# import qreactor

from scrapy import signals
from scrapy.crawler import CrawlerRunner
from scrapy.utils.log import configure_logging

import twisted

from Layout import Ui_MainWindow
from ZenSpider import ZenSpider


class MainWindow(QtWidgets.QMainWindow, Ui_MainWindow):
    def __init__(self, parent=None):
        super(MainWindow, self).__init__()

        self.setupUi(self)
        self.pushButton.pressed.connect(self.on_url_entered)
        self.tableWidget.horizontalHeader().setSectionResizeMode(
            QtWidgets.QHeaderView.ResizeToContents
        )

    def crawler_results(self, item):
        row = self.tableWidget.rowCount()

        url = item["url"]

        it = QtWidgets.QTableWidgetItem(url)
        self.tableWidget.insertRow(row)
        self.tableWidget.setItem(row, 0, it)

    def on_url_entered(self):
        configure_logging()
        runner = CrawlerRunner()
        runner.crawl(ZenSpider, domain="google.com.au")
        for p in runner.crawlers:
            p.signals.connect(self.crawler_results, signal=signals.item_scraped)

    def closeEvent(self, event):
        super(MainWindow, self).closeEvent(event)
        twisted.internet.reactor.stop()


if __name__ == "__main__":
    app = QtWidgets.QApplication([])

    qt5reactor.install()
    # qreactor.install()

    main_window = MainWindow()
    main_window.show()
    twisted.internet.reactor.run()