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Ghislaine ／ CNKI_mining.gitee-modal {wid
{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from selenium import webdriver
", "import time
", "import requests
", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "<ipython-input-2-89ffedf7a14e>:7: DeprecationWarning: use options instead of chrome_options
", " driver = webdriver.Chrome( chrome_options = opts)
" ] } ], "source": [ "opts = webdriver.ChromeOptions()
", "opts.add_argument('--no-sandbox')#解决DevToolsActivePort文件不存在的报错
", "opts.add_argument('window-size=1920x3000') #指定浏览器分辨率
", "opts.add_argument('--disable-gpu') #谷歌文档提到需要加上一这个属性来规避bug
", "opts.add_argument('--hide-scrollbars') #隐藏滚动条, 应对些特殊页面
", "#opts.add_argument('blink-settings=imagesEnabled=false') #不加载图片, 提升速度
", "driver = webdriver.Chrome( chrome_options = opts)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "driver.get('https://www.cnki.net/')
", "time.sleep(0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 查看是否登陆成功" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'中山大学南方学院'" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "driver.find_element_by_id("Ecp_loginShowName1").get_attribute('innerHTML')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 点击高级检索（此时打开两个页面，需要切换窗口）" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_xpath('//*[@id="highSearch"]').click()
", "time.sleep(0.3)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['CDwindow-B1FC6712DC08D479F1F2D1484486C2B4', 'CDwindow-A0DB38434AD94E59C18B99BC4A7FF320']
" ] } ], "source": [ "print (driver.window_handles)
", "driver.switch_to.window(driver.window_handles[-1])
", "time.sleep(0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 点击期刊" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_xpath('/html/body/div[3]/div[1]/div/ul[1]/li[1]/a').click()
", "time.sleep(0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 选择核心期刊，C刊进行勾选" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_xpath('/html/body/div[2]/div/div[2]/div/div[1]/div[1]/div[2]/div[1]/div[3]/div/label[5]/input').click()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_xpath('/html/body/div[2]/div/div[2]/div/div[1]/div[1]/div[2]/div[1]/div[3]/div/label[6]/input').click()
", "time.sleep(0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 填写检索的关键信息，进行检索" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_xpath('//*[@id="gradetxt"]/dd[1]/div[2]/input').send_keys("数据挖掘")
", "time.sleep(0.3)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_xpath('/html/body/div[2]/div/div[2]/div/div[1]/div[1]/div[2]/div[2]/input').click()
", "time.sleep(0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 用selenium寻找元素（属性、selector、xpath）按照发表时间的顺序进行检索" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "#driver.find_element_by_xpath('//*[@id="orderList"]/li[2]').click()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "#driver.find_element_by_xpath('/html/body/div[4]/div/div[2]/div/div[1]/div[1]/div[2]/div[2]/input').click()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_class_name('pagerTitleCell').get_attribute('innerHTML')
", "time.sleep(0.3)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "455
", "9090
", "<class 'int'>
" ] } ], "source": [ "results = driver.find_element_by_class_name('pagerTitleCell').find_element_by_tag_name('em').text
", "all_re = int(results.replace(",",""))
", "num_results = int(all_re)
", "num_pages = int(num_results/20) + 1
", "print(num_pages)
", "print(num_results)
", "print(type(num_results))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 换条数" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_xpath('//*[@id="perPageDiv"]/div/i').click()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "driver.find_element_by_xpath('//*[@id="perPageDiv"]/ul/li[3]/a').click()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "<div>
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", " <td>覃堃; 施展</td>
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", " <td>论坛情感挖掘研究综述：现状、挑战与趋势 网络首发</td>
", " <td>陈迪;程朗;王志锋;熊锦鹏;张玉茹</td>
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", " <td>下载</td>
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", "24 25 轨迹数据的时空模式挖掘与管理决策研究综述 网络首发
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