From 982dc354769664f808d673782193cf1e940ab408 Mon Sep 17 00:00:00 2001 From: jingjiaying Date: Sun, 31 May 2026 15:46:05 +0800 Subject: [PATCH] =?UTF-8?q?=E7=A7=BB=E9=99=A4=E6=96=87=E4=BB=B6=E5=A4=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- project/.idea/.gitignore | 10 - project/.idea/compiler.xml | 13 - project/.idea/encodings.xml | 7 - project/.idea/jarRepositories.xml | 20 - project/.idea/misc.xml | 12 - project/.idea/vcs.xml | 6 - ...06050211-靖佳颖-期末实验报告.docx | Bin 367593 -> 0 bytes project/charts/news_time_trend.png | Bin 18934 -> 0 bytes project/charts/news_top_words.png | Bin 35749 -> 0 bytes project/charts/price_histogram.png | Bin 26772 -> 0 bytes project/charts/province_bar.png | Bin 22705 -> 0 bytes project/charts/rating_pie.png | Bin 24321 -> 0 bytes project/charts/temperature_comparison.png | Bin 44814 -> 0 bytes project/charts/temperature_上海.png | Bin 30817 -> 0 bytes project/charts/temperature_北京.png | Bin 33033 -> 0 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z=(6G%eFtWQU(RQ{L$(vQwGuxT7|h)5u%4@qrfNfsC-+j)R9dK>S1Wqy_AMUW2D{r~ z3`eiiazS@i5dm@g!;N*dqToBgY(;;cCWE=+rTK&m0qquCu3?)R&13`2J6 z$`)%2yv!B@7kz1@Ju4AXbyPg1*DkP`l8w;urr}EGR?la%dGlze_xAJ6HE(b!x!ZTF zZ~cTqdnT2NbRpA@t1jGiXie!YFJ}#1l6ak!_|B%WW8ZhO;GbZLfQT-pJxkE2HPxD$ z1%#?n<|>Qt3A6|Y!doMsa&zuH0ht2ieYk;bJ zIzk1F(-TwjIVMcycEqaEYF)OLeF2Bhm%%qpE$^hIWg|{rfC2~{;~f4`O~|1(L%}HcLM)<1uyD|KIIB8e zqj0h{Ep`GhP^=-M5iQnrDYPBQ%Ny@bu1`3t=FO2|5lS7$y&K#+MMXTEkic=gL55d7M+@ND<-9Lc{DkQ(mxzoKDL(HnKz>M%Lg{wz23%mrC;}H(wG7P26*mDYGoETv(v|I2 z+mqf2gUC^c8QJ3Ow+yf8M$e49hqz-|Mq}{(V|H*;x)$>9OF3|H)7I%Dsr_(-eHpVN zZ=i7(0p;tOQIf$}5fY*z43SyPowl(Bq7Y+ - - org.jsoup - jsoup - ${jsoup.version} - - - - - com.google.code.gson - gson - ${gson.version} - - - - - org.jfree - jfreechart - ${jfreechart.version} - - - - - ch.qos.logback - logback-classic - ${logback.version} - - - - - junit - junit - 4.13.2 - test - - - - - - - org.apache.maven.plugins - maven-compiler-plugin - 3.11.0 - - ${java.version} - ${java.version} - ${project.build.sourceEncoding} - - - - org.apache.maven.plugins - maven-shade-plugin - 3.5.0 - - - package - - shade - - - - - com.example.crawler.Main - - - - - - - - - diff --git a/project/reports/book_analysis_report.txt b/project/reports/book_analysis_report.txt deleted file mode 100644 index 943ced3..0000000 --- a/project/reports/book_analysis_report.txt +++ /dev/null @@ -1,14 +0,0 @@ -========== 书籍数据分析报告 ========== -生成时间: 2026-05-30T17:47:42.026682900 -分析书籍总数: 600 - -【价格统计】 -最高价: £59.92 -最低价: £10.01 -平均价: £35.29 - -【库存统计】 -有库存: 600 本 -缺货: 0 本 - -报告生成完成 diff --git a/project/reports/news_analysis_report.txt b/project/reports/news_analysis_report.txt deleted file mode 100644 index d1794d6..0000000 --- a/project/reports/news_analysis_report.txt +++ /dev/null @@ -1,31 +0,0 @@ -========== 新闻数据分析报告 ========== -生成时间: 2026-05-30T17:47:42.145591 -分析新闻总数: 16 - -【发布时间分布】 - 00:00 - 01:00: 0 条 - 01:00 - 02:00: 0 条 - 02:00 - 03:00: 0 条 - 03:00 - 04:00: 0 条 - 04:00 - 05:00: 0 条 - 05:00 - 06:00: 0 条 - 06:00 - 07:00: 0 条 - 07:00 - 08:00: 0 条 - 08:00 - 09:00: 0 条 - 09:00 - 10:00: 0 条 - 10:00 - 11:00: 0 条 - 11:00 - 12:00: 0 条 - 12:00 - 13:00: 0 条 - 13:00 - 14:00: 0 条 - 14:00 - 15:00: 0 条 - 15:00 - 16:00: 0 条 - 16:00 - 17:00: 0 条 - 17:00 - 18:00: 16 条 - 18:00 - 19:00: 0 条 - 19:00 - 20:00: 0 条 - 20:00 - 21:00: 0 条 - 21:00 - 22:00: 0 条 - 22:00 - 23:00: 0 条 - 23:00 - 00:00: 0 条 - -报告生成完成 diff --git a/project/reports/ranking_analysis_report.txt b/project/reports/ranking_analysis_report.txt deleted file mode 100644 index 7636b13..0000000 --- a/project/reports/ranking_analysis_report.txt +++ /dev/null @@ -1,17 +0,0 @@ -========== 大学排名数据分析报告 ========== -生成时间: 2026-05-30T17:47:42.272388 -分析大学总数: 30 - -【省份排行榜 TOP 10】 - 北京: 7 所大学 - 上海: 4 所大学 - 湖北: 2 所大学 - 湖南: 2 所大学 - 天津: 2 所大学 - 陕西: 2 所大学 - 江苏: 2 所大学 - 山东: 1 所大学 - 福建: 1 所大学 - 吉林: 1 所大学 - -报告生成完成 diff --git a/project/reports/weather_analysis_report.txt b/project/reports/weather_analysis_report.txt deleted file mode 100644 index 247e060..0000000 --- a/project/reports/weather_analysis_report.txt +++ /dev/null @@ -1,29 +0,0 @@ -========== 天气数据分析报告 ========== -生成时间: 2026-05-30T17:47:42.585539200 -分析城市数量: 3 -数据来源: Open-Meteo API (CC BY 4.0) - -【多城市天气对比】 - -城市: 上海 - 当前温度: 24.0°C - 当前湿度: 83% - 风速: 8.3 km/h - 天气: 多云 - 24小时平均温度: 22.7°C - -城市: 广州 - 当前温度: 29.8°C - 当前湿度: 85% - 风速: 2.4 km/h - 天气: 小毛毛雨 - 24小时平均温度: 28.6°C - -城市: 北京 - 当前温度: 34.6°C - 当前湿度: 56% - 风速: 14.4 km/h - 天气: 晴 - 24小时平均温度: 28.2°C - -报告生成完成 diff --git a/project/src/main/java/com/example/crawler/Main.java b/project/src/main/java/com/example/crawler/Main.java deleted file mode 100644 index 09b9ddd..0000000 --- a/project/src/main/java/com/example/crawler/Main.java +++ /dev/null @@ -1,15 +0,0 @@ -package com.example.crawler; - -import com.example.crawler.controller.CrawlerController; - -/** - * 爬虫项目主入口类 - */ -public class Main { - - public static void main(String[] args) { - // 创建控制器并启动CLI界面 - CrawlerController controller = new CrawlerController(); - controller.start(); - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/chart/ChartGenerator.java b/project/src/main/java/com/example/crawler/chart/ChartGenerator.java deleted file mode 100644 index 3985f59..0000000 --- a/project/src/main/java/com/example/crawler/chart/ChartGenerator.java +++ /dev/null @@ -1,229 +0,0 @@ -package com.example.crawler.chart; - -import java.awt.Color; -import java.awt.Font; -import java.io.File; -import java.io.IOException; -import java.util.List; -import java.util.Map; -import java.util.stream.Collectors; - -import com.example.crawler.constant.CrawlerConstants; -import org.jfree.chart.ChartFactory; -import org.jfree.chart.ChartUtils; -import org.jfree.chart.JFreeChart; -import org.jfree.chart.axis.CategoryAxis; -import org.jfree.chart.axis.NumberAxis; -import org.jfree.chart.plot.CategoryPlot; -import org.jfree.chart.plot.PiePlot; -import org.jfree.chart.plot.XYPlot; -import org.jfree.chart.renderer.category.BarRenderer; -import org.jfree.chart.renderer.category.LineAndShapeRenderer; -import org.jfree.data.category.DefaultCategoryDataset; -import org.jfree.data.general.DefaultPieDataset; -import org.jfree.data.xy.XYDataset; -import org.jfree.data.xy.XYSeries; -import org.jfree.data.xy.XYSeriesCollection; - -public class ChartGenerator { - - static { - File dir = new File(CrawlerConstants.CHARTS_DIR); - if (!dir.exists()) { - dir.mkdirs(); - } - } - - public static void generatePriceHistogram(Map priceDistribution, String fileName) { - DefaultCategoryDataset dataset = createCategoryDataset(priceDistribution); - JFreeChart chart = ChartFactory.createBarChart( - "书籍价格分布", - "价格区间(£)", - "书籍数量", - dataset - ); - customizeBarChart(chart); - saveChart(chart, fileName); - } - - public static void generateRatingPieChart(Map ratingDistribution, String fileName) { - DefaultPieDataset dataset = new DefaultPieDataset<>(); - for (Map.Entry entry : ratingDistribution.entrySet()) { - dataset.setValue(entry.getKey(), entry.getValue()); - } - JFreeChart chart = ChartFactory.createPieChart( - "书籍评分分布", - dataset, - true, - true, - false - ); - customizePieChart(chart); - saveChart(chart, fileName); - } - - public static void generateNewsTimeTrend(Map hourDistribution, String fileName) { - DefaultCategoryDataset dataset = new DefaultCategoryDataset(); - for (int i = 0; i < 24; i++) { - int count = hourDistribution.getOrDefault(i, 0); - dataset.addValue(count, "新闻数量", String.format("%02d:00", i)); - } - JFreeChart chart = ChartFactory.createLineChart( - "新闻发布时间分布", - "小时", - "新闻数量", - dataset - ); - customizeLineChart(chart); - saveChart(chart, fileName); - } - - public static void generateWordFrequencyBarChart(Map wordFrequency, String fileName) { - Map top10 = wordFrequency.entrySet().stream() - .sorted(Map.Entry.comparingByValue().reversed()) - .limit(10) - .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue)); - - DefaultCategoryDataset dataset = new DefaultCategoryDataset(); - for (Map.Entry entry : top10.entrySet()) { - dataset.addValue(entry.getValue(), "词频", entry.getKey()); - } - JFreeChart chart = ChartFactory.createBarChart( - "新闻高频词 TOP 10", - "关键词", - "出现次数", - dataset - ); - customizeBarChart(chart); - saveChart(chart, fileName); - } - - public static void generateProvinceBarChart(Map provinceDistribution, String fileName) { - Map top10 = provinceDistribution.entrySet().stream() - .sorted(Map.Entry.comparingByValue().reversed()) - .limit(10) - .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue)); - - DefaultCategoryDataset dataset = createCategoryDataset(top10); - JFreeChart chart = ChartFactory.createBarChart( - "各省上榜大学数量 TOP 10", - "省份", - "大学数量", - dataset - ); - customizeBarChart(chart); - saveChart(chart, fileName); - } - - public static void generateScoreHistogram(Map scoreDistribution, String fileName) { - DefaultCategoryDataset dataset = createCategoryDataset(scoreDistribution); - JFreeChart chart = ChartFactory.createBarChart( - "大学总分分布", - "分数区间", - "大学数量", - dataset - ); - customizeBarChart(chart); - saveChart(chart, fileName); - } - - public static void generateTemperatureTrend(List times, List temperatures, String cityName, String fileName) { - XYSeries series = new XYSeries(cityName); - for (int i = 0; i < Math.min(times.size(), temperatures.size()); i++) { - series.add(i, temperatures.get(i)); - } - XYDataset dataset = new XYSeriesCollection(series); - JFreeChart chart = ChartFactory.createXYLineChart( - cityName + " 未来24小时温度变化", - "小时", - "温度(°C)", - dataset - ); - customizeXYLineChart(chart); - saveChart(chart, fileName); - } - - public static void generateMultiCityTemperatureComparison(Map> cityTemperatures, String fileName) { - XYSeriesCollection dataset = new XYSeriesCollection(); - for (Map.Entry> entry : cityTemperatures.entrySet()) { - XYSeries series = new XYSeries(entry.getKey()); - List temps = entry.getValue(); - for (int i = 0; i < Math.min(temps.size(), 24); i++) { - series.add(i, temps.get(i)); - } - dataset.addSeries(series); - } - JFreeChart chart = ChartFactory.createXYLineChart( - "多城市未来24小时温度对比", - "小时", - "温度(°C)", - dataset - ); - customizeXYLineChart(chart); - saveChart(chart, fileName); - } - - private static DefaultCategoryDataset createCategoryDataset(Map data) { - DefaultCategoryDataset dataset = new DefaultCategoryDataset(); - for (Map.Entry entry : data.entrySet()) { - dataset.addValue(entry.getValue(), "数值", entry.getKey()); - } - return dataset; - } - - private static void customizeBarChart(JFreeChart chart) { - chart.getTitle().setFont(new Font("Microsoft YaHei", Font.BOLD, 16)); - chart.getLegend().setItemFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - - CategoryPlot plot = chart.getCategoryPlot(); - CategoryAxis domainAxis = plot.getDomainAxis(); - domainAxis.setLabelFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - domainAxis.setTickLabelFont(new Font("Microsoft YaHei", Font.PLAIN, 10)); - - NumberAxis rangeAxis = (NumberAxis) plot.getRangeAxis(); - rangeAxis.setLabelFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - - BarRenderer renderer = (BarRenderer) plot.getRenderer(); - renderer.setSeriesPaint(0, new Color(79, 129, 189)); - } - - private static void customizePieChart(JFreeChart chart) { - chart.getTitle().setFont(new Font("Microsoft YaHei", Font.BOLD, 16)); - chart.getLegend().setItemFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - - PiePlot plot = (PiePlot) chart.getPlot(); - plot.setLabelFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - } - - private static void customizeLineChart(JFreeChart chart) { - chart.getTitle().setFont(new Font("Microsoft YaHei", Font.BOLD, 16)); - chart.getLegend().setItemFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - - CategoryPlot plot = chart.getCategoryPlot(); - LineAndShapeRenderer renderer = (LineAndShapeRenderer) plot.getRenderer(); - renderer.setSeriesPaint(0, new Color(79, 129, 189)); - } - - private static void customizeXYLineChart(JFreeChart chart) { - chart.getTitle().setFont(new Font("Microsoft YaHei", Font.BOLD, 16)); - chart.getLegend().setItemFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - - XYPlot plot = chart.getXYPlot(); - - NumberAxis xAxis = (NumberAxis) plot.getDomainAxis(); - xAxis.setLabelFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - - NumberAxis yAxis = (NumberAxis) plot.getRangeAxis(); - yAxis.setLabelFont(new Font("Microsoft YaHei", Font.PLAIN, 12)); - } - - private static void saveChart(JFreeChart chart, String fileName) { - try { - File file = new File(CrawlerConstants.CHARTS_DIR, fileName); - ChartUtils.saveChartAsPNG(file, chart, 800, 500); - System.out.println("图表已保存: " + file.getAbsolutePath()); - } catch (IOException e) { - System.err.println("保存图表失败: " + e.getMessage()); - } - } -} diff --git a/project/src/main/java/com/example/crawler/command/BaseCrawlCommand.java b/project/src/main/java/com/example/crawler/command/BaseCrawlCommand.java deleted file mode 100644 index 743d5b7..0000000 --- a/project/src/main/java/com/example/crawler/command/BaseCrawlCommand.java +++ /dev/null @@ -1,60 +0,0 @@ -package com.example.crawler.command; - -import com.example.crawler.constant.CrawlerConstants; -import com.example.crawler.exception.CrawlException; -import com.example.crawler.exception.NetworkException; -import com.example.crawler.repository.DataRepository; -import com.example.crawler.strategy.CrawlStrategy; -import org.slf4j.Logger; -import org.slf4j.LoggerFactory; - -public abstract class BaseCrawlCommand implements Command { - - protected static final Logger logger = LoggerFactory.getLogger(BaseCrawlCommand.class); - - protected DataRepository repository; - protected int maxRetries; - protected long retryDelayMs; - - public BaseCrawlCommand(DataRepository repository) { - this.repository = repository; - this.maxRetries = CrawlerConstants.MAX_RETRIES; - this.retryDelayMs = 2000; - } - - protected abstract CrawlStrategy getStrategy(); - - protected abstract void saveToRepository(Object data); - - @Override - public void execute() { - try { - Object data = crawlWithRetry(); - saveToRepository(data); - logger.info("Crawling completed and saved to repository"); - } catch (Exception e) { - logger.error("Crawling failed", e); - System.err.println("爬取失败: " + e.getMessage()); - } - } - - protected Object crawlWithRetry() throws Exception { - int attempts = 0; - while (attempts < maxRetries) { - try { - CrawlStrategy strategy = getStrategy(); - return strategy.crawl(); - } catch (NetworkException e) { - attempts++; - if (attempts < maxRetries) { - logger.warn("Network error, retrying in {}ms (attempt {}/{})", retryDelayMs, attempts, maxRetries); - Thread.sleep(retryDelayMs); - } else { - logger.error("Max retries reached, giving up"); - throw e; - } - } - } - throw new CrawlException("Max retries exceeded"); - } -} diff --git a/project/src/main/java/com/example/crawler/command/BookCommand.java b/project/src/main/java/com/example/crawler/command/BookCommand.java deleted file mode 100644 index 5d6df8a..0000000 --- a/project/src/main/java/com/example/crawler/command/BookCommand.java +++ /dev/null @@ -1,32 +0,0 @@ -package com.example.crawler.command; - -import com.example.crawler.model.Book; -import com.example.crawler.repository.DataRepository; -import com.example.crawler.strategy.BookCrawlStrategy; -import com.example.crawler.strategy.CrawlStrategy; - -import java.util.List; - -public class BookCommand extends BaseCrawlCommand { - - public BookCommand(DataRepository repository) { - super(repository); - } - - @Override - protected CrawlStrategy getStrategy() { - return new BookCrawlStrategy(); - } - - @Override - @SuppressWarnings("unchecked") - protected void saveToRepository(Object data) { - repository.saveBooks((List) data); - System.out.println("成功爬取 " + ((List) data).size() + " 本书籍信息"); - } - - @Override - public String getName() { - return "爬取书籍信息"; - } -} diff --git a/project/src/main/java/com/example/crawler/command/Command.java b/project/src/main/java/com/example/crawler/command/Command.java deleted file mode 100644 index 4c804a7..0000000 --- a/project/src/main/java/com/example/crawler/command/Command.java +++ /dev/null @@ -1,20 +0,0 @@ -package com.example.crawler.command; - -/** - * 命令接口 - * 定义命令执行的标准方法，实现Command模式 - */ -public interface Command { - - /** - * 执行命令 - */ - void execute(); - - /** - * 获取命令名称 - * - * @return 命令名称 - */ - String getName(); -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/command/CrawlAllCommand.java b/project/src/main/java/com/example/crawler/command/CrawlAllCommand.java deleted file mode 100644 index d54f6b8..0000000 --- a/project/src/main/java/com/example/crawler/command/CrawlAllCommand.java +++ /dev/null @@ -1,45 +0,0 @@ -package com.example.crawler.command; - -import com.example.crawler.controller.CrawlerController; -import com.example.crawler.repository.DataRepository; - -public class CrawlAllCommand implements Command { - - private final DataRepository repository; - private final CrawlerController controller; - - public CrawlAllCommand(CrawlerController controller) { - this.controller = controller; - this.repository = controller.getRepository(); - } - - @Override - public void execute() { - System.out.println("\n=== 开始爬取全部数据源 ==="); - - Command[] commands = { - new BookCommand(repository), - new NewsCommand(repository), - new CrawlRankingCommand(repository), - new WeatherCommand(repository) - }; - - for (Command command : commands) { - command.execute(); - try { - Thread.sleep(2000); - } catch (InterruptedException e) { - Thread.currentThread().interrupt(); - } - } - - new SaveCommand(controller).execute(); - - System.out.println("\n=== 全部数据爬取完成 ==="); - } - - @Override - public String getName() { - return "爬取全部数据并保存"; - } -} diff --git a/project/src/main/java/com/example/crawler/command/CrawlAndAnalyzeAllCommand.java b/project/src/main/java/com/example/crawler/command/CrawlAndAnalyzeAllCommand.java deleted file mode 100644 index 0174398..0000000 --- a/project/src/main/java/com/example/crawler/command/CrawlAndAnalyzeAllCommand.java +++ /dev/null @@ -1,104 +0,0 @@ -package com.example.crawler.command; - -import com.example.crawler.controller.CrawlerController; -import com.example.crawler.repository.DataRepository; -import com.example.crawler.service.BookAnalysisService; -import com.example.crawler.service.NewsAnalysisService; -import com.example.crawler.service.RankingAnalysisService; -import com.example.crawler.service.WeatherAnalysisService; - -public class CrawlAndAnalyzeAllCommand implements Command { - - private final DataRepository repository; - private final CrawlerController controller; - - public CrawlAndAnalyzeAllCommand(CrawlerController controller) { - this.controller = controller; - this.repository = controller.getRepository(); - } - - @Override - public void execute() { - System.out.println("\n========== 爬取全部数据并生成分析 ==========\n"); - - System.out.println("第1步：爬取书籍信息..."); - try { - BookCommand bookCommand = new BookCommand(repository); - bookCommand.execute(); - } catch (Exception e) { - System.err.println("书籍爬取失败: " + e.getMessage()); - } - - System.out.println("\n第2步：爬取新闻信息..."); - try { - NewsCommand newsCommand = new NewsCommand(repository); - newsCommand.execute(); - } catch (Exception e) { - System.err.println("新闻爬取失败: " + e.getMessage()); - } - - System.out.println("\n第3步：爬取大学排名..."); - try { - CrawlRankingCommand rankingCommand = new CrawlRankingCommand(repository); - rankingCommand.execute(); - } catch (Exception e) { - System.err.println("大学排名爬取失败: " + e.getMessage()); - } - - System.out.println("\n第4步：爬取天气数据..."); - try { - WeatherCommand weatherCommand = new WeatherCommand(repository); - weatherCommand.execute(); - } catch (Exception e) { - System.err.println("天气数据爬取失败: " + e.getMessage()); - } - - System.out.println("\n========== 数据爬取完成，开始分析 ==========\n"); - - try { - BookAnalysisService bookService = new BookAnalysisService(); - if (!repository.getBooks().isEmpty()) { - bookService.analyze(repository.getBooks()); - } - } catch (Exception e) { - System.err.println("书籍分析失败: " + e.getMessage()); - } - - try { - NewsAnalysisService newsService = new NewsAnalysisService(); - if (!repository.getNewsList().isEmpty()) { - newsService.analyze(repository.getNewsList()); - } - } catch (Exception e) { - System.err.println("新闻分析失败: " + e.getMessage()); - } - - try { - RankingAnalysisService rankingService = new RankingAnalysisService(); - if (!repository.getRankings().isEmpty()) { - rankingService.analyze(repository.getRankings()); - } - } catch (Exception e) { - System.err.println("大学排名分析失败: " + e.getMessage()); - } - - try { - WeatherAnalysisService weatherService = new WeatherAnalysisService(); - if (!repository.getWeatherList().isEmpty()) { - weatherService.analyze(repository.getWeatherList()); - } - } catch (Exception e) { - System.err.println("天气分析失败: " + e.getMessage()); - } - - System.out.println("\n========== 全部完成 =========="); - System.out.println("原始数据已保存到 output/ 目录"); - System.out.println("分析报告已保存到 reports/ 目录"); - System.out.println("图表已保存到 charts/ 目录"); - } - - @Override - public String getName() { - return "爬取并分析全部数据"; - } -} diff --git a/project/src/main/java/com/example/crawler/command/CrawlRankingCommand.java b/project/src/main/java/com/example/crawler/command/CrawlRankingCommand.java deleted file mode 100644 index f9cfc73..0000000 --- a/project/src/main/java/com/example/crawler/command/CrawlRankingCommand.java +++ /dev/null @@ -1,32 +0,0 @@ -package com.example.crawler.command; - -import com.example.crawler.model.UniversityRank; -import com.example.crawler.repository.DataRepository; -import com.example.crawler.strategy.CrawlStrategy; -import com.example.crawler.strategy.UniversityRankCrawlStrategy; - -import java.util.List; - -public class CrawlRankingCommand extends BaseCrawlCommand { - - public CrawlRankingCommand(DataRepository repository) { - super(repository); - } - - @Override - protected CrawlStrategy getStrategy() { - return new UniversityRankCrawlStrategy(); - } - - @Override - @SuppressWarnings("unchecked") - protected void saveToRepository(Object data) { - repository.saveRankings((List) data); - System.out.println("成功爬取 " + ((List) data).size() + " 条大学排名数据"); - } - - @Override - public String getName() { - return "爬取软科中国大学排名"; - } -} diff --git a/project/src/main/java/com/example/crawler/command/ExitCommand.java b/project/src/main/java/com/example/crawler/command/ExitCommand.java deleted file mode 100644 index 8085f2b..0000000 --- a/project/src/main/java/com/example/crawler/command/ExitCommand.java +++ /dev/null @@ -1,19 +0,0 @@ -package com.example.crawler.command; - -/** - * 退出命令 - * // Command模式：退出命令 - */ -public class ExitCommand implements Command { - - @Override - public void execute() { - System.out.println("\n=== 感谢使用数据爬取系统 ==="); - System.exit(0); - } - - @Override - public String getName() { - return "退出"; - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/command/GenerateAllAnalysisCommand.java b/project/src/main/java/com/example/crawler/command/GenerateAllAnalysisCommand.java deleted file mode 100644 index 0ed7164..0000000 --- a/project/src/main/java/com/example/crawler/command/GenerateAllAnalysisCommand.java +++ /dev/null @@ -1,77 +0,0 @@ -package com.example.crawler.command; - -import com.example.crawler.controller.CrawlerController; -import com.example.crawler.repository.DataRepository; -import com.example.crawler.service.BookAnalysisService; -import com.example.crawler.service.NewsAnalysisService; -import com.example.crawler.service.RankingAnalysisService; -import com.example.crawler.service.WeatherAnalysisService; - -public class GenerateAllAnalysisCommand implements Command { - - private final DataRepository repository; - private final CrawlerController controller; - - public GenerateAllAnalysisCommand(CrawlerController controller) { - this.controller = controller; - this.repository = controller.getRepository(); - } - - @Override - public void execute() { - System.out.println("\n========== 生成所有数据源分析报告 ==========\n"); - - try { - BookAnalysisService bookService = new BookAnalysisService(); - if (!repository.getBooks().isEmpty()) { - bookService.analyze(repository.getBooks()); - } else { - System.out.println("没有书籍数据，跳过书籍分析"); - } - } catch (Exception e) { - System.err.println("书籍分析失败: " + e.getMessage()); - } - - try { - NewsAnalysisService newsService = new NewsAnalysisService(); - if (!repository.getNewsList().isEmpty()) { - newsService.analyze(repository.getNewsList()); - } else { - System.out.println("没有新闻数据，跳过新闻分析"); - } - } catch (Exception e) { - System.err.println("新闻分析失败: " + e.getMessage()); - } - - try { - RankingAnalysisService rankingService = new RankingAnalysisService(); - if (!repository.getRankings().isEmpty()) { - rankingService.analyze(repository.getRankings()); - } else { - System.out.println("没有大学排名数据，跳过排名分析"); - } - } catch (Exception e) { - System.err.println("大学排名分析失败: " + e.getMessage()); - } - - try { - WeatherAnalysisService weatherService = new WeatherAnalysisService(); - if (!repository.getWeatherList().isEmpty()) { - weatherService.analyze(repository.getWeatherList()); - } else { - System.out.println("没有天气数据，跳过天气分析"); - } - } catch (Exception e) { - System.err.println("天气分析失败: " + e.getMessage()); - } - - System.out.println("\n========== 分析完成 =========="); - System.out.println("报告已保存到 reports/ 目录"); - System.out.println("图表已保存到 charts/ 目录"); - } - - @Override - public String getName() { - return "生成所有分析报告"; - } -} diff --git a/project/src/main/java/com/example/crawler/command/NewsCommand.java b/project/src/main/java/com/example/crawler/command/NewsCommand.java deleted file mode 100644 index 1250d1a..0000000 --- a/project/src/main/java/com/example/crawler/command/NewsCommand.java +++ /dev/null @@ -1,32 +0,0 @@ -package com.example.crawler.command; - -import com.example.crawler.model.News; -import com.example.crawler.repository.DataRepository; -import com.example.crawler.strategy.CrawlStrategy; -import com.example.crawler.strategy.NewsCrawlStrategy; - -import java.util.List; - -public class NewsCommand extends BaseCrawlCommand { - - public NewsCommand(DataRepository repository) { - super(repository); - } - - @Override - protected CrawlStrategy getStrategy() { - return new NewsCrawlStrategy(); - } - - @Override - @SuppressWarnings("unchecked") - protected void saveToRepository(Object data) { - repository.saveNewsList((List) data); - System.out.println("成功爬取 " + ((List) data).size() + " 条新闻"); - } - - @Override - public String getName() { - return "爬取新浪国内新闻"; - } -} diff --git a/project/src/main/java/com/example/crawler/command/SaveCommand.java b/project/src/main/java/com/example/crawler/command/SaveCommand.java deleted file mode 100644 index f6e606a..0000000 --- a/project/src/main/java/com/example/crawler/command/SaveCommand.java +++ /dev/null @@ -1,74 +0,0 @@ -package com.example.crawler.command; - -import java.time.LocalDateTime; -import java.time.format.DateTimeFormatter; -import java.util.List; - -import com.example.crawler.constant.CrawlerConstants; -import com.example.crawler.controller.CrawlerController; -import com.example.crawler.model.Book; -import com.example.crawler.model.News; -import com.example.crawler.model.UniversityRank; -import com.example.crawler.model.Weather; -import com.example.crawler.util.JsonUtil; - -public class SaveCommand implements Command { - - private final CrawlerController controller; - - public SaveCommand(CrawlerController controller) { - this.controller = controller; - } - - @Override - public void execute() { - System.out.println("\n=== 开始保存数据 ==="); - - try { - String timestamp = LocalDateTime.now().format(DateTimeFormatter.ofPattern("yyyyMMdd_HHmmss")); - - // 保存书籍数据 - List books = controller.getBooks(); - if (books != null && !books.isEmpty()) { - String bookFileName = CrawlerConstants.OUTPUT_DIR + "/books_" + timestamp + ".json"; - JsonUtil.saveListToJsonFile(books, bookFileName); - System.out.println("书籍数据已保存到: " + bookFileName); - } - - // 保存新闻数据 - List newsList = controller.getNewsList(); - if (newsList != null && !newsList.isEmpty()) { - String newsFileName = CrawlerConstants.OUTPUT_DIR + "/news_" + timestamp + ".json"; - JsonUtil.saveListToJsonFile(newsList, newsFileName); - System.out.println("新闻数据已保存到: " + newsFileName); - } - - // 保存大学排名数据 - List universityRankList = controller.getUniversityRankList(); - if (universityRankList != null && !universityRankList.isEmpty()) { - String rankingFileName = CrawlerConstants.OUTPUT_DIR + "/university_ranking_" + timestamp + ".json"; - JsonUtil.saveListToJsonFile(universityRankList, rankingFileName); - System.out.println("大学排名数据已保存到: " + rankingFileName); - } - - // 保存天气数据 - List weatherList = controller.getWeatherList(); - if (weatherList != null && !weatherList.isEmpty()) { - String weatherFileName = CrawlerConstants.OUTPUT_DIR + "/weather_" + timestamp + ".json"; - JsonUtil.saveListToJsonFile(weatherList, weatherFileName); - System.out.println("天气数据已保存到: " + weatherFileName); - } - - System.out.println("\n=== 数据保存完成 ==="); - - } catch (Exception e) { - System.err.println("保存数据失败: " + e.getMessage()); - e.printStackTrace(); - } - } - - @Override - public String getName() { - return "保存当前数据到文件"; - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/command/WeatherCommand.java b/project/src/main/java/com/example/crawler/command/WeatherCommand.java deleted file mode 100644 index 7a3f7a6..0000000 --- a/project/src/main/java/com/example/crawler/command/WeatherCommand.java +++ /dev/null @@ -1,32 +0,0 @@ -package com.example.crawler.command; - -import com.example.crawler.model.Weather; -import com.example.crawler.repository.DataRepository; -import com.example.crawler.strategy.CrawlStrategy; -import com.example.crawler.strategy.WeatherCrawlStrategy; - -import java.util.List; - -public class WeatherCommand extends BaseCrawlCommand { - - public WeatherCommand(DataRepository repository) { - super(repository); - } - - @Override - protected CrawlStrategy getStrategy() { - return new WeatherCrawlStrategy(); - } - - @Override - @SuppressWarnings("unchecked") - protected void saveToRepository(Object data) { - repository.saveWeatherList((List) data); - System.out.println("成功爬取 " + ((List) data).size() + " 个城市的天气信息"); - } - - @Override - public String getName() { - return "爬取天气数据"; - } -} diff --git a/project/src/main/java/com/example/crawler/constant/CrawlerConstants.java b/project/src/main/java/com/example/crawler/constant/CrawlerConstants.java deleted file mode 100644 index 841ce75..0000000 --- a/project/src/main/java/com/example/crawler/constant/CrawlerConstants.java +++ /dev/null @@ -1,31 +0,0 @@ -package com.example.crawler.constant; - -import java.util.HashMap; -import java.util.Map; - -public class CrawlerConstants { - - public static final String USER_AGENT = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36"; - public static final String REFERER = "https://www.baidu.com"; - - public static final int TIMEOUT_MS = 10000; - public static final int MAX_RETRIES = 3; - public static final long DELAY_MS = 3000; - - public static final String URL_BOOKS = "https://books.toscrape.com/"; - public static final String URL_NEWS = "https://news.sina.com.cn/china/"; - public static final String URL_RANKING = "https://www.shanghairanking.cn/rankings/bcur/202310"; - public static final String URL_WEATHER_API = "https://api.open-meteo.com/v1/forecast"; - - public static final String OUTPUT_DIR = "output"; - public static final String REPORTS_DIR = "reports"; - public static final String CHARTS_DIR = "charts"; - - public static final Map CITY_COORDINATES; - static { - CITY_COORDINATES = new HashMap<>(); - CITY_COORDINATES.put("北京", new double[]{39.9042, 116.4074}); - CITY_COORDINATES.put("上海", new double[]{31.2304, 121.4737}); - CITY_COORDINATES.put("广州", new double[]{23.1291, 113.2644}); - } -} diff --git a/project/src/main/java/com/example/crawler/controller/CrawlerController.java b/project/src/main/java/com/example/crawler/controller/CrawlerController.java deleted file mode 100644 index cedc475..0000000 --- a/project/src/main/java/com/example/crawler/controller/CrawlerController.java +++ /dev/null @@ -1,90 +0,0 @@ -package com.example.crawler.controller; - -import java.util.HashMap; -import java.util.List; -import java.util.Map; -import java.util.Scanner; - -import com.example.crawler.command.BookCommand; -import com.example.crawler.command.Command; -import com.example.crawler.command.CrawlAllCommand; -import com.example.crawler.command.CrawlAndAnalyzeAllCommand; -import com.example.crawler.command.CrawlRankingCommand; -import com.example.crawler.command.ExitCommand; -import com.example.crawler.command.GenerateAllAnalysisCommand; -import com.example.crawler.command.NewsCommand; -import com.example.crawler.command.SaveCommand; -import com.example.crawler.command.WeatherCommand; -import com.example.crawler.model.Book; -import com.example.crawler.model.News; -import com.example.crawler.model.UniversityRank; -import com.example.crawler.model.Weather; -import com.example.crawler.repository.DataRepository; -import com.example.crawler.view.CrawlerView; - -public class CrawlerController { - - private final CrawlerView view; - private final Map commandMap; - private final DataRepository repository; - - public CrawlerController() { - this.view = new CrawlerView(); - this.repository = DataRepository.getInstance(); - this.commandMap = new HashMap<>(); - initCommands(); - } - - private void initCommands() { - commandMap.put(1, new BookCommand(repository)); - commandMap.put(2, new NewsCommand(repository)); - commandMap.put(3, new CrawlRankingCommand(repository)); - commandMap.put(4, new WeatherCommand(repository)); - commandMap.put(5, new CrawlAllCommand(this)); - commandMap.put(6, new SaveCommand(this)); - commandMap.put(7, new GenerateAllAnalysisCommand(this)); - commandMap.put(8, new CrawlAndAnalyzeAllCommand(this)); - commandMap.put(9, new ExitCommand()); - } - - public void start() { - Scanner scanner = new Scanner(System.in); - - while (true) { - view.showMenu(); - - int choice = view.getInput(scanner); - - Command command = commandMap.get(choice); - if (command != null) { - command.execute(); - } else { - view.showError("无效的选择，请输入1-9之间的数字"); - } - - if (choice != 9) { - view.pause(scanner); - } - } - } - - public List getBooks() { - return repository.getBooks(); - } - - public List getNewsList() { - return repository.getNewsList(); - } - - public List getUniversityRankList() { - return repository.getRankings(); - } - - public List getWeatherList() { - return repository.getWeatherList(); - } - - public DataRepository getRepository() { - return repository; - } -} diff --git a/project/src/main/java/com/example/crawler/exception/CrawlException.java b/project/src/main/java/com/example/crawler/exception/CrawlException.java deleted file mode 100644 index dad0237..0000000 --- a/project/src/main/java/com/example/crawler/exception/CrawlException.java +++ /dev/null @@ -1,16 +0,0 @@ -package com.example.crawler.exception; - -/** - * 爬虫异常基类 - * 所有爬虫相关异常都继承此类 - */ -public class CrawlException extends Exception { - - public CrawlException(String message) { - super(message); - } - - public CrawlException(String message, Throwable cause) { - super(message, cause); - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/exception/DataSaveException.java b/project/src/main/java/com/example/crawler/exception/DataSaveException.java deleted file mode 100644 index 6d26120..0000000 --- a/project/src/main/java/com/example/crawler/exception/DataSaveException.java +++ /dev/null @@ -1,16 +0,0 @@ -package com.example.crawler.exception; - -/** - * 数据保存异常 - * 用于处理文件写入失败、JSON序列化失败等数据保存相关错误 - */ -public class DataSaveException extends CrawlException { - - public DataSaveException(String message) { - super(message); - } - - public DataSaveException(String message, Throwable cause) { - super(message, cause); - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/exception/NetworkException.java b/project/src/main/java/com/example/crawler/exception/NetworkException.java deleted file mode 100644 index ecc898e..0000000 --- a/project/src/main/java/com/example/crawler/exception/NetworkException.java +++ /dev/null @@ -1,16 +0,0 @@ -package com.example.crawler.exception; - -/** - * 网络异常 - * 用于处理HTTP请求失败、连接超时等网络相关错误 - */ -public class NetworkException extends CrawlException { - - public NetworkException(String message) { - super(message); - } - - public NetworkException(String message, Throwable cause) { - super(message, cause); - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/exception/ParseException.java b/project/src/main/java/com/example/crawler/exception/ParseException.java deleted file mode 100644 index ecae303..0000000 --- a/project/src/main/java/com/example/crawler/exception/ParseException.java +++ /dev/null @@ -1,16 +0,0 @@ -package com.example.crawler.exception; - -/** - * 解析异常 - * 用于处理HTML解析失败、JSON解析失败等数据解析相关错误 - */ -public class ParseException extends CrawlException { - - public ParseException(String message) { - super(message); - } - - public ParseException(String message, Throwable cause) { - super(message, cause); - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/model/Book.java b/project/src/main/java/com/example/crawler/model/Book.java deleted file mode 100644 index c58fe68..0000000 --- a/project/src/main/java/com/example/crawler/model/Book.java +++ /dev/null @@ -1,65 +0,0 @@ -package com.example.crawler.model; - -/** - * 书籍数据模型 - * 存储toscrape.com网站的书籍信息 - */ -public class Book { - - private String title; - private String price; - private String availability; - private String rating; - - public Book() { - } - - public Book(String title, String price, String availability, String rating) { - this.title = title; - this.price = price; - this.availability = availability; - this.rating = rating; - } - - public String getTitle() { - return title; - } - - public void setTitle(String title) { - this.title = title; - } - - public String getPrice() { - return price; - } - - public void setPrice(String price) { - this.price = price; - } - - public String getAvailability() { - return availability; - } - - public void setAvailability(String availability) { - this.availability = availability; - } - - public String getRating() { - return rating; - } - - public void setRating(String rating) { - this.rating = rating; - } - - @Override - public String toString() { - return "Book{" + - "title='" + title + '\'' + - ", price='" + price + '\'' + - ", availability='" + availability + '\'' + - ", rating='" + rating + '\'' + - '}'; - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/model/News.java b/project/src/main/java/com/example/crawler/model/News.java deleted file mode 100644 index d5a5c21..0000000 --- a/project/src/main/java/com/example/crawler/model/News.java +++ /dev/null @@ -1,54 +0,0 @@ -package com.example.crawler.model; - -/** - * 新闻数据模型 - * 存储新浪新闻的国内新闻信息 - */ -public class News { - - private String title; - private String publishTime; - private String url; - - public News() { - } - - public News(String title, String publishTime, String url) { - this.title = title; - this.publishTime = publishTime; - this.url = url; - } - - public String getTitle() { - return title; - } - - public void setTitle(String title) { - this.title = title; - } - - public String getPublishTime() { - return publishTime; - } - - public void setPublishTime(String publishTime) { - this.publishTime = publishTime; - } - - public String getUrl() { - return url; - } - - public void setUrl(String url) { - this.url = url; - } - - @Override - public String toString() { - return "News{" + - "title='" + title + '\'' + - ", publishTime='" + publishTime + '\'' + - ", url='" + url + '\'' + - '}'; - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/model/UniversityRank.java b/project/src/main/java/com/example/crawler/model/UniversityRank.java deleted file mode 100644 index bde80a7..0000000 --- a/project/src/main/java/com/example/crawler/model/UniversityRank.java +++ /dev/null @@ -1,76 +0,0 @@ -package com.example.crawler.model; - -/** - * 大学排名数据模型 - * 存储软科中国大学排名信息 - */ -public class UniversityRank { - - private Integer rank; - private String universityName; - private String totalScore; - private String province; - private String category; - - public UniversityRank() { - } - - public UniversityRank(Integer rank, String universityName, String totalScore, String province, String category) { - this.rank = rank; - this.universityName = universityName; - this.totalScore = totalScore; - this.province = province; - this.category = category; - } - - public Integer getRank() { - return rank; - } - - public void setRank(Integer rank) { - this.rank = rank; - } - - public String getUniversityName() { - return universityName; - } - - public void setUniversityName(String universityName) { - this.universityName = universityName; - } - - public String getTotalScore() { - return totalScore; - } - - public void setTotalScore(String totalScore) { - this.totalScore = totalScore; - } - - public String getProvince() { - return province; - } - - public void setProvince(String province) { - this.province = province; - } - - public String getCategory() { - return category; - } - - public void setCategory(String category) { - this.category = category; - } - - @Override - public String toString() { - return "UniversityRank{" + - "rank=" + rank + - ", universityName='" + universityName + '\'' + - ", totalScore='" + totalScore + '\'' + - ", province='" + province + '\'' + - ", category='" + category + '\'' + - '}'; - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/model/Weather.java b/project/src/main/java/com/example/crawler/model/Weather.java deleted file mode 100644 index dbc6ccc..0000000 --- a/project/src/main/java/com/example/crawler/model/Weather.java +++ /dev/null @@ -1,140 +0,0 @@ -package com.example.crawler.model; - -import java.util.ArrayList; -import java.util.List; - -/** - * 天气数据模型 - * 存储 Open-Meteo API 的城市天气信息 - * 数据来源：Open-Meteo (CC BY 4.0) - */ -public class Weather { - - private String cityName; - private double temperature; - private double humidity; - private double windSpeed; - private String weatherCode; - private List hourlyTimes; - private List hourlyTemperatures; - private List hourlyHumidities; - private List hourlyWindSpeeds; - - public Weather() { - this.hourlyTimes = new ArrayList<>(); - this.hourlyTemperatures = new ArrayList<>(); - this.hourlyHumidities = new ArrayList<>(); - this.hourlyWindSpeeds = new ArrayList<>(); - } - - public Weather(String cityName, double temperature, double humidity, double windSpeed, String weatherCode) { - this.cityName = cityName; - this.temperature = temperature; - this.humidity = humidity; - this.windSpeed = windSpeed; - this.weatherCode = weatherCode; - this.hourlyTimes = new ArrayList<>(); - this.hourlyTemperatures = new ArrayList<>(); - this.hourlyHumidities = new ArrayList<>(); - this.hourlyWindSpeeds = new ArrayList<>(); - } - - public String getCityName() { - return cityName; - } - - public void setCityName(String cityName) { - this.cityName = cityName; - } - - public double getTemperature() { - return temperature; - } - - public void setTemperature(double temperature) { - this.temperature = temperature; - } - - public double getHumidity() { - return humidity; - } - - public void setHumidity(double humidity) { - this.humidity = humidity; - } - - public double getWindSpeed() { - return windSpeed; - } - - public void setWindSpeed(double windSpeed) { - this.windSpeed = windSpeed; - } - - public String getWeatherCode() { - return weatherCode; - } - - public void setWeatherCode(String weatherCode) { - this.weatherCode = weatherCode; - } - - public List getHourlyTimes() { - return hourlyTimes; - } - - public void setHourlyTimes(List hourlyTimes) { - this.hourlyTimes = hourlyTimes; - } - - public List getHourlyTemperatures() { - return hourlyTemperatures; - } - - public void setHourlyTemperatures(List hourlyTemperatures) { - this.hourlyTemperatures = hourlyTemperatures; - } - - public List getHourlyHumidities() { - return hourlyHumidities; - } - - public void setHourlyHumidities(List hourlyHumidities) { - this.hourlyHumidities = hourlyHumidities; - } - - public List getHourlyWindSpeeds() { - return hourlyWindSpeeds; - } - - public void setHourlyWindSpeeds(List hourlyWindSpeeds) { - this.hourlyWindSpeeds = hourlyWindSpeeds; - } - - public String getWeatherDescription() { - if (weatherCode == null) return "未知"; - switch (weatherCode) { - case "0": return "晴"; - case "1": case "2": case "3": return "多云"; - case "45": case "48": return "雾"; - case "51": case "53": case "55": return "小毛毛雨"; - case "61": case "63": case "65": return "小雨"; - case "80": case "81": case "82": return "阵雨"; - case "95": return "雷暴"; - case "96": case "99": return "雷暴加冰雹"; - default: return "未知"; - } - } - - @Override - public String toString() { - return "Weather{" + - "cityName='" + cityName + '\'' + - ", temperature=" + temperature + - ", humidity=" + humidity + - ", windSpeed=" + windSpeed + - ", weatherCode='" + weatherCode + '\'' + - ", weather='" + getWeatherDescription() + '\'' + - '}'; - } -} diff --git a/project/src/main/java/com/example/crawler/repository/DataRepository.java b/project/src/main/java/com/example/crawler/repository/DataRepository.java deleted file mode 100644 index e76e5bc..0000000 --- a/project/src/main/java/com/example/crawler/repository/DataRepository.java +++ /dev/null @@ -1,75 +0,0 @@ -package com.example.crawler.repository; - -import com.example.crawler.model.Book; -import com.example.crawler.model.News; -import com.example.crawler.model.UniversityRank; -import com.example.crawler.model.Weather; -import java.util.ArrayList; -import java.util.List; - -public class DataRepository { - - private static DataRepository instance; - - private List books; - private List newsList; - private List rankings; - private List weatherList; - - private DataRepository() { - this.books = new ArrayList<>(); - this.newsList = new ArrayList<>(); - this.rankings = new ArrayList<>(); - this.weatherList = new ArrayList<>(); - } - - public static synchronized DataRepository getInstance() { - if (instance == null) { - instance = new DataRepository(); - } - return instance; - } - - public List getBooks() { - return new ArrayList<>(books); - } - - public void saveBooks(List books) { - this.books.clear(); - this.books.addAll(books); - } - - public List getNewsList() { - return new ArrayList<>(newsList); - } - - public void saveNewsList(List newsList) { - this.newsList.clear(); - this.newsList.addAll(newsList); - } - - public List getRankings() { - return new ArrayList<>(rankings); - } - - public void saveRankings(List rankings) { - this.rankings.clear(); - this.rankings.addAll(rankings); - } - - public List getWeatherList() { - return new ArrayList<>(weatherList); - } - - public void saveWeatherList(List weatherList) { - this.weatherList.clear(); - this.weatherList.addAll(weatherList); - } - - public void clearAll() { - books.clear(); - newsList.clear(); - rankings.clear(); - weatherList.clear(); - } -} diff --git a/project/src/main/java/com/example/crawler/service/BookAnalysisService.java b/project/src/main/java/com/example/crawler/service/BookAnalysisService.java deleted file mode 100644 index e1aebaf..0000000 --- a/project/src/main/java/com/example/crawler/service/BookAnalysisService.java +++ /dev/null @@ -1,171 +0,0 @@ -package com.example.crawler.service; - -import java.io.File; -import java.io.FileWriter; -import java.io.IOException; -import java.io.PrintWriter; -import java.util.ArrayList; -import java.util.HashMap; -import java.util.List; -import java.util.Map; -import java.util.stream.Collectors; - -import com.example.crawler.chart.ChartGenerator; -import com.example.crawler.constant.CrawlerConstants; -import com.example.crawler.model.Book; -import com.example.crawler.util.DataCleaner; - -public class BookAnalysisService { - - static { - File dir = new File(CrawlerConstants.REPORTS_DIR); - if (!dir.exists()) { - dir.mkdirs(); - } - } - - public void analyze(List books) { - if (books == null || books.isEmpty()) { - System.out.println("没有书籍数据可分析"); - return; - } - - System.out.println("\n========== 书籍数据分析 =========="); - System.out.println("共分析 " + books.size() + " 本书\n"); - - analyzePriceDistribution(books); - analyzeRatingDistribution(books); - analyzeStockStatus(books); - - generateReport(books); - } - - private void analyzePriceDistribution(List books) { - System.out.println("【价格分析】"); - List prices = new ArrayList<>(); - for (Book book : books) { - double price = DataCleaner.cleanPrice(book.getPrice()); - if (price > 0) { - prices.add(price); - } - } - - if (prices.isEmpty()) { - System.out.println("无法获取有效价格数据"); - return; - } - - double maxPrice = prices.stream().mapToDouble(Double::doubleValue).max().orElse(0); - double minPrice = prices.stream().mapToDouble(Double::doubleValue).min().orElse(0); - double avgPrice = prices.stream().mapToDouble(Double::doubleValue).average().orElse(0); - - System.out.println("最高价: £" + String.format("%.2f", maxPrice)); - System.out.println("最低价: £" + String.format("%.2f", minPrice)); - System.out.println("平均价: £" + String.format("%.2f", avgPrice)); - - Map priceRanges = new HashMap<>(); - String[] ranges = {"0-10", "10-20", "20-30", "30-40", "40-50", "50+"}; - for (String range : ranges) { - priceRanges.put(range, 0); - } - - for (Double price : prices) { - if (price < 10) priceRanges.put("0-10", priceRanges.get("0-10") + 1); - else if (price < 20) priceRanges.put("10-20", priceRanges.get("10-20") + 1); - else if (price < 30) priceRanges.put("20-30", priceRanges.get("20-30") + 1); - else if (price < 40) priceRanges.put("30-40", priceRanges.get("30-40") + 1); - else if (price < 50) priceRanges.put("40-50", priceRanges.get("40-50") + 1); - else priceRanges.put("50+", priceRanges.get("50+") + 1); - } - - System.out.println("\n价格区间分布:"); - for (Map.Entry entry : priceRanges.entrySet()) { - System.out.println(" " + entry.getKey() + ": " + entry.getValue() + " 本"); - } - - ChartGenerator.generatePriceHistogram(priceRanges, "price_histogram.png"); - } - - private void analyzeRatingDistribution(List books) { - System.out.println("\n【评分分析】"); - Map ratingCounts = new HashMap<>(); - ratingCounts.put("5星", 0); - ratingCounts.put("4星", 0); - ratingCounts.put("3星", 0); - ratingCounts.put("2星", 0); - ratingCounts.put("1星", 0); - ratingCounts.put("未知", 0); - - for (Book book : books) { - int rating = DataCleaner.cleanRating(book.getRating()); - switch (rating) { - case 5: ratingCounts.put("5星", ratingCounts.get("5星") + 1); break; - case 4: ratingCounts.put("4星", ratingCounts.get("4星") + 1); break; - case 3: ratingCounts.put("3星", ratingCounts.get("3星") + 1); break; - case 2: ratingCounts.put("2星", ratingCounts.get("2星") + 1); break; - case 1: ratingCounts.put("1星", ratingCounts.get("1星") + 1); break; - default: ratingCounts.put("未知", ratingCounts.get("未知") + 1); - } - } - - int total = books.size(); - System.out.println("评分分布:"); - for (Map.Entry entry : ratingCounts.entrySet()) { - double percentage = (entry.getValue() * 100.0) / total; - System.out.println(" " + entry.getKey() + ": " + entry.getValue() + " 本 (" + String.format("%.1f", percentage) + "%)"); - } - - ChartGenerator.generateRatingPieChart(ratingCounts, "rating_pie.png"); - } - - private void analyzeStockStatus(List books) { - System.out.println("\n【库存分析】"); - int inStock = 0; - int outOfStock = 0; - - for (Book book : books) { - String availability = book.getAvailability(); - if (availability != null && availability.toLowerCase().contains("in stock")) { - inStock++; - } else { - outOfStock++; - } - } - - System.out.println("有库存: " + inStock + " 本"); - System.out.println("缺货: " + outOfStock + " 本"); - } - - private void generateReport(List books) { - String fileName = CrawlerConstants.REPORTS_DIR + "/book_analysis_report.txt"; - try (PrintWriter writer = new PrintWriter(new FileWriter(fileName))) { - writer.println("========== 书籍数据分析报告 =========="); - writer.println("生成时间: " + java.time.LocalDateTime.now()); - writer.println("分析书籍总数: " + books.size()); - writer.println(); - - List prices = books.stream() - .map(b -> DataCleaner.cleanPrice(b.getPrice())) - .filter(p -> p > 0) - .collect(Collectors.toList()); - - if (!prices.isEmpty()) { - writer.println("【价格统计】"); - writer.println("最高价: £" + String.format("%.2f", prices.stream().mapToDouble(Double::doubleValue).max().orElse(0))); - writer.println("最低价: £" + String.format("%.2f", prices.stream().mapToDouble(Double::doubleValue).min().orElse(0))); - writer.println("平均价: £" + String.format("%.2f", prices.stream().mapToDouble(Double::doubleValue).average().orElse(0))); - writer.println(); - } - - writer.println("【库存统计】"); - long inStock = books.stream().filter(b -> b.getAvailability() != null && b.getAvailability().toLowerCase().contains("in stock")).count(); - writer.println("有库存: " + inStock + " 本"); - writer.println("缺货: " + (books.size() - inStock) + " 本"); - - writer.println("\n报告生成完成"); - System.out.println("\n报告已保存: " + fileName); - } catch (IOException e) { - System.err.println("生成报告失败: " + e.getMessage()); - } - } -} diff --git a/project/src/main/java/com/example/crawler/service/NewsAnalysisService.java b/project/src/main/java/com/example/crawler/service/NewsAnalysisService.java deleted file mode 100644 index 13b68cf..0000000 --- a/project/src/main/java/com/example/crawler/service/NewsAnalysisService.java +++ /dev/null @@ -1,138 +0,0 @@ -package com.example.crawler.service; - -import java.io.File; -import java.io.FileWriter; -import java.io.IOException; -import java.io.PrintWriter; -import java.util.ArrayList; -import java.util.HashMap; -import java.util.List; -import java.util.Map; -import java.util.stream.Collectors; - -import com.example.crawler.chart.ChartGenerator; -import com.example.crawler.constant.CrawlerConstants; -import com.example.crawler.model.News; -import com.example.crawler.util.DataCleaner; - -public class NewsAnalysisService { - - static { - File dir = new File(CrawlerConstants.REPORTS_DIR); - if (!dir.exists()) { - dir.mkdirs(); - } - } - - public void analyze(List newsList) { - if (newsList == null || newsList.isEmpty()) { - System.out.println("没有新闻数据可分析"); - return; - } - - System.out.println("\n========== 新闻数据分析 =========="); - System.out.println("共分析 " + newsList.size() + " 条新闻\n"); - - analyzeTimeDistribution(newsList); - analyzeKeywords(newsList); - - generateReport(newsList); - } - - private void analyzeTimeDistribution(List newsList) { - System.out.println("【发布时间分布】"); - Map hourDistribution = new HashMap<>(); - for (int i = 0; i < 24; i++) { - hourDistribution.put(i, 0); - } - - for (News news : newsList) { - try { - java.time.LocalDateTime dateTime = DataCleaner.cleanNewsTime(news.getPublishTime()); - int hour = DataCleaner.extractHour(dateTime); - hourDistribution.put(hour, hourDistribution.get(hour) + 1); - } catch (Exception e) { - // 忽略解析失败的数据 - } - } - - System.out.println("\n按小时统计:"); - for (int i = 0; i < 24; i++) { - int count = hourDistribution.get(i); - String bar = "*".repeat(Math.max(1, count)); - System.out.printf(" %02d:00 - %02d:00: %3d %s%n", i, (i + 1) % 24, count, bar); - } - - int peakHour = 0; - int peakCount = 0; - for (Map.Entry entry : hourDistribution.entrySet()) { - if (entry.getValue() > peakCount) { - peakCount = entry.getValue(); - peakHour = entry.getKey(); - } - } - System.out.println("\n高峰时段: " + String.format("%02d:00", peakHour) + " (发布 " + peakCount + " 条新闻)"); - - ChartGenerator.generateNewsTimeTrend(hourDistribution, "news_time_trend.png"); - } - - private void analyzeKeywords(List newsList) { - System.out.println("\n【关键词分析】"); - Map allWords = new HashMap<>(); - - for (News news : newsList) { - String title = DataCleaner.cleanTitle(news.getTitle()); - String[] words = DataCleaner.extractWords(title); - Map wordFreq = DataCleaner.countWordFrequency(words); - for (Map.Entry entry : wordFreq.entrySet()) { - allWords.put(entry.getKey(), allWords.getOrDefault(entry.getKey(), 0) + entry.getValue()); - } - } - - List> sortedWords = allWords.entrySet().stream() - .sorted(Map.Entry.comparingByValue().reversed()) - .limit(20) - .collect(Collectors.toList()); - - System.out.println("\n高频词 TOP 10:"); - for (int i = 0; i < Math.min(10, sortedWords.size()); i++) { - Map.Entry entry = sortedWords.get(i); - System.out.printf(" %2d. %s: %d%n", i + 1, entry.getKey(), entry.getValue()); - } - - Map top10 = sortedWords.stream() - .limit(10) - .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue)); - - ChartGenerator.generateWordFrequencyBarChart(top10, "news_top_words.png"); - } - - private void generateReport(List newsList) { - String fileName = CrawlerConstants.REPORTS_DIR + "/news_analysis_report.txt"; - try (PrintWriter writer = new PrintWriter(new FileWriter(fileName))) { - writer.println("========== 新闻数据分析报告 =========="); - writer.println("生成时间: " + java.time.LocalDateTime.now()); - writer.println("分析新闻总数: " + newsList.size()); - writer.println(); - - Map hourDistribution = new HashMap<>(); - for (int i = 0; i < 24; i++) hourDistribution.put(i, 0); - for (News news : newsList) { - try { - int hour = DataCleaner.extractHour(DataCleaner.cleanNewsTime(news.getPublishTime())); - hourDistribution.put(hour, hourDistribution.get(hour) + 1); - } catch (Exception e) {} - } - - writer.println("【发布时间分布】"); - for (int i = 0; i < 24; i++) { - writer.println(String.format(" %02d:00 - %02d:00: %d 条", i, (i + 1) % 24, hourDistribution.get(i))); - } - - writer.println("\n报告生成完成"); - System.out.println("\n报告已保存: " + fileName); - } catch (IOException e) { - System.err.println("生成报告失败: " + e.getMessage()); - } - } -} diff --git a/project/src/main/java/com/example/crawler/service/RankingAnalysisService.java b/project/src/main/java/com/example/crawler/service/RankingAnalysisService.java deleted file mode 100644 index 1259e40..0000000 --- a/project/src/main/java/com/example/crawler/service/RankingAnalysisService.java +++ /dev/null @@ -1,189 +0,0 @@ -package com.example.crawler.service; - -import java.io.File; -import java.io.FileWriter; -import java.io.IOException; -import java.io.PrintWriter; -import java.util.ArrayList; -import java.util.HashMap; -import java.util.List; -import java.util.Map; -import java.util.stream.Collectors; - -import com.example.crawler.chart.ChartGenerator; -import com.example.crawler.constant.CrawlerConstants; -import com.example.crawler.model.UniversityRank; -import com.example.crawler.util.DataCleaner; - -public class RankingAnalysisService { - - static { - File dir = new File(CrawlerConstants.REPORTS_DIR); - if (!dir.exists()) { - dir.mkdirs(); - } - } - - public void analyze(List ranks) { - if (ranks == null || ranks.isEmpty()) { - System.out.println("没有大学排名数据可分析"); - return; - } - - System.out.println("\n========== 大学排名数据分析 =========="); - System.out.println("共分析 " + ranks.size() + " 所大学\n"); - - analyzeProvinceDistribution(ranks); - analyzeScoreDistribution(ranks); - analyzeCategoryDistribution(ranks); - - generateReport(ranks); - } - - private void analyzeProvinceDistribution(List ranks) { - System.out.println("【各省份上榜大学数量】"); - Map provinceCounts = new HashMap<>(); - - for (UniversityRank rank : ranks) { - String province = rank.getProvince(); - if (province != null && !province.isEmpty()) { - provinceCounts.put(province, provinceCounts.getOrDefault(province, 0) + 1); - } - } - - List> sorted = provinceCounts.entrySet().stream() - .sorted(Map.Entry.comparingByValue().reversed()) - .collect(Collectors.toList()); - - System.out.println("\n省份排行榜 TOP 10:"); - int rankNum = 1; - for (Map.Entry entry : sorted) { - if (rankNum > 10) break; - System.out.printf(" %2d. %s: %d 所大学%n", rankNum++, entry.getKey(), entry.getValue()); - } - - Map top10 = sorted.stream() - .limit(10) - .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue)); - - ChartGenerator.generateProvinceBarChart(top10, "province_bar.png"); - } - - private void analyzeScoreDistribution(List ranks) { - System.out.println("\n【总分分析】"); - List scores = new ArrayList<>(); - - for (UniversityRank rank : ranks) { - double score = DataCleaner.cleanScore(rank.getTotalScore()); - if (score > 0) { - scores.add(score); - } - } - - if (scores.isEmpty()) { - System.out.println("无法获取有效分数数据"); - return; - } - - double maxScore = scores.stream().mapToDouble(Double::doubleValue).max().orElse(0); - double minScore = scores.stream().mapToDouble(Double::doubleValue).min().orElse(0); - double avgScore = scores.stream().mapToDouble(Double::doubleValue).average().orElse(0); - - List sortedScores = scores.stream().sorted().collect(Collectors.toList()); - double median = sortedScores.get(sortedScores.size() / 2); - - System.out.println("最高分: " + String.format("%.2f", maxScore)); - System.out.println("最低分: " + String.format("%.2f", minScore)); - System.out.println("平均分: " + String.format("%.2f", avgScore)); - System.out.println("中位数: " + String.format("%.2f", median)); - - Map scoreRanges = new HashMap<>(); - String[] ranges = {"0-20", "20-40", "40-60", "60-80", "80-100"}; - for (String range : ranges) { - scoreRanges.put(range, 0); - } - - for (Double score : scores) { - if (score < 20) scoreRanges.put("0-20", scoreRanges.get("0-20") + 1); - else if (score < 40) scoreRanges.put("20-40", scoreRanges.get("20-40") + 1); - else if (score < 60) scoreRanges.put("40-60", scoreRanges.get("40-60") + 1); - else if (score < 80) scoreRanges.put("60-80", scoreRanges.get("60-80") + 1); - else scoreRanges.put("80-100", scoreRanges.get("80-100") + 1); - } - - System.out.println("\n分数区间分布:"); - for (Map.Entry entry : scoreRanges.entrySet()) { - System.out.println(" " + entry.getKey() + ": " + entry.getValue() + " 所"); - } - - ChartGenerator.generateScoreHistogram(scoreRanges, "score_boxplot.png"); - } - - private void analyzeCategoryDistribution(List ranks) { - System.out.println("\n【办学层次统计】"); - Map categoryCounts = new HashMap<>(); - - for (UniversityRank rank : ranks) { - String category = rank.getCategory(); - if (category != null && !category.isEmpty()) { - categoryCounts.put(category, categoryCounts.getOrDefault(category, 0) + 1); - } - } - - if (categoryCounts.isEmpty()) { - System.out.println("没有办学层次数据"); - return; - } - - List> sorted = categoryCounts.entrySet().stream() - .sorted(Map.Entry.comparingByValue().reversed()) - .collect(Collectors.toList()); - - System.out.println("\n办学层次分布:"); - for (Map.Entry entry : sorted) { - System.out.printf(" %s: %d 所%n", entry.getKey(), entry.getValue()); - } - } - - private void generateReport(List ranks) { - String fileName = CrawlerConstants.REPORTS_DIR + "/ranking_analysis_report.txt"; - try (PrintWriter writer = new PrintWriter(new FileWriter(fileName))) { - writer.println("========== 大学排名数据分析报告 =========="); - writer.println("生成时间: " + java.time.LocalDateTime.now()); - writer.println("分析大学总数: " + ranks.size()); - writer.println(); - - Map provinceCounts = new HashMap<>(); - for (UniversityRank rank : ranks) { - String province = rank.getProvince(); - if (province != null && !province.isEmpty()) { - provinceCounts.put(province, provinceCounts.getOrDefault(province, 0) + 1); - } - } - - writer.println("【省份排行榜 TOP 10】"); - provinceCounts.entrySet().stream() - .sorted(Map.Entry.comparingByValue().reversed()) - .limit(10) - .forEach(e -> writer.println(" " + e.getKey() + ": " + e.getValue() + " 所大学")); - - List scores = ranks.stream() - .map(r -> DataCleaner.cleanScore(r.getTotalScore())) - .filter(s -> s > 0) - .collect(Collectors.toList()); - - if (!scores.isEmpty()) { - writer.println(); - writer.println("【分数统计】"); - writer.println("最高分: " + String.format("%.2f", scores.stream().mapToDouble(Double::doubleValue).max().orElse(0))); - writer.println("最低分: " + String.format("%.2f", scores.stream().mapToDouble(Double::doubleValue).min().orElse(0))); - writer.println("平均分: " + String.format("%.2f", scores.stream().mapToDouble(Double::doubleValue).average().orElse(0))); - } - - writer.println("\n报告生成完成"); - System.out.println("\n报告已保存: " + fileName); - } catch (IOException e) { - System.err.println("生成报告失败: " + e.getMessage()); - } - } -} diff --git a/project/src/main/java/com/example/crawler/service/WeatherAnalysisService.java b/project/src/main/java/com/example/crawler/service/WeatherAnalysisService.java deleted file mode 100644 index e91a0a8..0000000 --- a/project/src/main/java/com/example/crawler/service/WeatherAnalysisService.java +++ /dev/null @@ -1,163 +0,0 @@ -package com.example.crawler.service; - -import java.io.File; -import java.io.FileWriter; -import java.io.IOException; -import java.io.PrintWriter; -import java.util.ArrayList; -import java.util.HashMap; -import java.util.List; -import java.util.Map; - -import com.example.crawler.chart.ChartGenerator; -import com.example.crawler.constant.CrawlerConstants; -import com.example.crawler.model.Weather; - -public class WeatherAnalysisService { - - static { - File dir = new File(CrawlerConstants.REPORTS_DIR); - if (!dir.exists()) { - dir.mkdirs(); - } - } - - public void analyze(List weatherList) { - if (weatherList == null || weatherList.isEmpty()) { - System.out.println("没有天气数据可分析"); - return; - } - - System.out.println("\n========== 天气数据分析 =========="); - System.out.println("共分析 " + weatherList.size() + " 个城市\n"); - - analyzeCurrentWeather(weatherList); - analyzeTemperatureTrend(weatherList); - analyzeHumidityTrend(weatherList); - analyzeComfortIndex(weatherList); - - generateReport(weatherList); - } - - private void analyzeCurrentWeather(List weatherList) { - System.out.println("【当前天气对比】"); - System.out.println("┌──────────┬──────────┬──────────┬──────────┬──────────┬──────────┐"); - System.out.println("│ 城市名称 │ 温度(°C)│ 湿度(%) │ 风速(km/h)│ 天气状况 │ 舒适度 │"); - System.out.println("├──────────┼──────────┼──────────┼──────────┼──────────┼──────────┤"); - - for (Weather weather : weatherList) { - double comfort = calculateComfortIndex(weather.getTemperature(), weather.getHumidity()); - String comfortDesc = getComfortDescription(comfort); - System.out.printf("│ %-8s │ %8.1f │ %8.0f │ %8.1f │ %-8s │ %-8s │%n", - weather.getCityName(), - weather.getTemperature(), - weather.getHumidity(), - weather.getWindSpeed(), - weather.getWeatherDescription(), - comfortDesc); - } - System.out.println("└──────────┴──────────┴──────────┴──────────┴──────────┴──────────┘"); - } - - private void analyzeTemperatureTrend(List weatherList) { - System.out.println("\n【未来24小时温度分析】"); - - Map> cityTemperatures = new HashMap<>(); - for (Weather weather : weatherList) { - cityTemperatures.put(weather.getCityName(), weather.getHourlyTemperatures()); - - List temps = weather.getHourlyTemperatures(); - if (!temps.isEmpty()) { - double maxTemp = temps.stream().mapToDouble(Double::doubleValue).max().orElse(0); - double minTemp = temps.stream().mapToDouble(Double::doubleValue).min().orElse(0); - double avgTemp = temps.stream().mapToDouble(Double::doubleValue).average().orElse(0); - - int maxIndex = temps.indexOf(maxTemp); - int minIndex = temps.indexOf(minTemp); - - String maxTime = maxIndex < weather.getHourlyTimes().size() ? weather.getHourlyTimes().get(maxIndex) : ""; - String minTime = minIndex < weather.getHourlyTimes().size() ? weather.getHourlyTimes().get(minIndex) : ""; - - System.out.printf(" %s: 最高 %.1f°C(%s) 最低 %.1f°C(%s) 平均 %.1f°C%n", - weather.getCityName(), maxTemp, maxTime, minTemp, minTime, avgTemp); - } - - ChartGenerator.generateTemperatureTrend( - weather.getHourlyTimes(), - weather.getHourlyTemperatures(), - weather.getCityName(), - "temperature_" + weather.getCityName() + ".png" - ); - } - - ChartGenerator.generateMultiCityTemperatureComparison(cityTemperatures, "temperature_comparison.png"); - } - - private void analyzeHumidityTrend(List weatherList) { - System.out.println("\n【未来24小时湿度分析】"); - for (Weather weather : weatherList) { - List humidities = weather.getHourlyHumidities(); - if (!humidities.isEmpty()) { - double avgHumidity = humidities.stream().mapToInt(Integer::intValue).average().orElse(0); - System.out.printf(" %s: 平均湿度 %.0f%%%n", weather.getCityName(), avgHumidity); - } - } - } - - private void analyzeComfortIndex(List weatherList) { - System.out.println("\n【舒适度指数分析】"); - System.out.println("(基于温度和湿度的体感舒适度计算，0-100分制)"); - - for (Weather weather : weatherList) { - double comfort = calculateComfortIndex(weather.getTemperature(), weather.getHumidity()); - String description = getComfortDescription(comfort); - System.out.printf(" %s: %.1f分 (%s)%n", weather.getCityName(), comfort, description); - } - } - - private double calculateComfortIndex(double temperature, double humidity) { - double tempDiff = Math.abs(temperature - 22); - double humDiff = Math.abs(humidity - 50); - - double comfort = 100 - (tempDiff * 3 + humDiff * 0.5); - return Math.max(0, Math.min(100, comfort)); - } - - private String getComfortDescription(double comfort) { - if (comfort >= 80) return "非常舒适"; - if (comfort >= 60) return "舒适"; - if (comfort >= 40) return "一般"; - if (comfort >= 20) return "不舒适"; - return "极不舒适"; - } - - private void generateReport(List weatherList) { - String fileName = CrawlerConstants.REPORTS_DIR + "/weather_analysis_report.txt"; - try (PrintWriter writer = new PrintWriter(new FileWriter(fileName))) { - writer.println("========== 天气数据分析报告 =========="); - writer.println("生成时间: " + java.time.LocalDateTime.now()); - writer.println("分析城市数量: " + weatherList.size()); - writer.println("数据来源: Open-Meteo API (CC BY 4.0)"); - writer.println(); - - writer.println("【多城市天气对比】"); - for (Weather weather : weatherList) { - writer.println("\n城市: " + weather.getCityName()); - writer.println(" 当前温度: " + String.format("%.1f°C", weather.getTemperature())); - writer.println(" 当前湿度: " + String.format("%.0f%%", weather.getHumidity())); - writer.println(" 风速: " + String.format("%.1f km/h", weather.getWindSpeed())); - writer.println(" 天气: " + weather.getWeatherDescription()); - - List temps = weather.getHourlyTemperatures(); - if (!temps.isEmpty()) { - writer.println(" 24小时平均温度: " + String.format("%.1f°C", temps.stream().mapToDouble(Double::doubleValue).average().orElse(0))); - } - } - - writer.println("\n报告生成完成"); - System.out.println("\n报告已保存: " + fileName); - } catch (IOException e) { - System.err.println("生成报告失败: " + e.getMessage()); - } - } -} diff --git a/project/src/main/java/com/example/crawler/strategy/BookCrawlStrategy.java b/project/src/main/java/com/example/crawler/strategy/BookCrawlStrategy.java deleted file mode 100644 index 746b57e..0000000 --- a/project/src/main/java/com/example/crawler/strategy/BookCrawlStrategy.java +++ /dev/null @@ -1,127 +0,0 @@ -package com.example.crawler.strategy; - -import java.util.ArrayList; -import java.util.List; -import java.util.Map; - -import org.jsoup.Jsoup; -import org.jsoup.nodes.Document; -import org.jsoup.nodes.Element; -import org.jsoup.select.Elements; - -import com.example.crawler.exception.CrawlException; -import com.example.crawler.exception.NetworkException; -import com.example.crawler.exception.ParseException; -import com.example.crawler.model.Book; -import com.example.crawler.util.HttpUtil; - -/** - * 书籍爬取策略 - * // 策略模式：书籍信息爬取策略 - */ -public class BookCrawlStrategy implements CrawlStrategy { - - private static final String BASE_URL = "https://books.toscrape.com/"; - private static final String PAGE_URL_FORMAT = "https://books.toscrape.com/catalogue/page-%d.html"; - private static final int MAX_PAGES = 30; // 最大爬取页数 - - @Override - public List crawl() throws CrawlException { - List books = new ArrayList<>(); - int pageNum = 1; - - try { - while (true) { - // 达到最大页数限制时停止 - if (pageNum > MAX_PAGES) { - System.out.println("已达到最大爬取页数限制(" + MAX_PAGES + "页)，停止爬取"); - break; - } - - String url = pageNum == 1 ? BASE_URL : String.format(PAGE_URL_FORMAT, pageNum); - - // 设置请求头 - Map headers = Map.of( - "User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36", - "Accept", "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8" - ); - - String html = HttpUtil.get(url, headers); - Document doc = Jsoup.parse(html); - - Elements bookElements = doc.select(".product_pod"); - - // 如果没有书籍元素，说明已到达最后一页 - if (bookElements.isEmpty()) { - System.out.println("第 " + pageNum + " 页没有书籍数据，停止爬取"); - break; - } - - for (Element bookElement : bookElements) { - Book book = parseBook(bookElement); - books.add(book); - } - - System.out.println("已爬取第 " + pageNum + " 页，共 " + books.size() + " 本书"); - - // 设置请求间隔 - HttpUtil.sleep(1); - - pageNum++; - } - - return books; - } catch (NetworkException e) { - // 如果是404错误且已经爬取了一些数据，返回已获取的数据 - if (e.getMessage().contains("404") && !books.isEmpty()) { - System.out.println("第 " + pageNum + " 页不存在(404)，返回已爬取的 " + books.size() + " 本书"); - return books; - } - throw new NetworkException("爬取书籍信息时网络异常: " + e.getMessage(), e); - } catch (ParseException e) { - throw new ParseException("解析书籍信息时异常: " + e.getMessage(), e); - } catch (Exception e) { - throw new CrawlException("爬取书籍信息时发生未知异常: " + e.getMessage(), e); - } - } - - /** - * 解析书籍元素 - */ - private Book parseBook(Element bookElement) throws ParseException { - try { - // 获取书名 - Element titleElement = bookElement.selectFirst("h3 a"); - String title = titleElement != null ? titleElement.attr("title") : "未知书名"; - - // 获取价格 - Element priceElement = bookElement.selectFirst(".price_color"); - String price = priceElement != null ? priceElement.text() : "未知价格"; - - // 获取库存状态 - Element availabilityElement = bookElement.selectFirst(".instock.availability"); - String availability = availabilityElement != null ? availabilityElement.text().trim() : "未知库存"; - - // 获取星级评分 - Element ratingElement = bookElement.selectFirst(".star-rating"); - String rating = "未知"; - if (ratingElement != null) { - String classAttr = ratingElement.attr("class"); - if (classAttr.contains("One")) rating = "1星"; - else if (classAttr.contains("Two")) rating = "2星"; - else if (classAttr.contains("Three")) rating = "3星"; - else if (classAttr.contains("Four")) rating = "4星"; - else if (classAttr.contains("Five")) rating = "5星"; - } - - return new Book(title, price, availability, rating); - } catch (Exception e) { - throw new ParseException("解析书籍信息失败: " + e.getMessage(), e); - } - } - - @Override - public String getDataSourceName() { - return "toscrape.com书籍信息"; - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/strategy/CrawlStrategy.java b/project/src/main/java/com/example/crawler/strategy/CrawlStrategy.java deleted file mode 100644 index 39f8d22..0000000 --- a/project/src/main/java/com/example/crawler/strategy/CrawlStrategy.java +++ /dev/null @@ -1,27 +0,0 @@ -package com.example.crawler.strategy; - -import com.example.crawler.exception.CrawlException; - -import java.util.List; - -/** - * 爬取策略接口 - * 定义爬取操作的标准方法，实现策略模式 - */ -public interface CrawlStrategy { - - /** - * 执行爬取操作 - * - * @return 爬取到的数据列表 - * @throws CrawlException 爬虫异常 - */ - List crawl() throws CrawlException; - - /** - * 获取数据源名称 - * - * @return 数据源名称 - */ - String getDataSourceName(); -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/strategy/NewsCrawlStrategy.java b/project/src/main/java/com/example/crawler/strategy/NewsCrawlStrategy.java deleted file mode 100644 index ac30f8e..0000000 --- a/project/src/main/java/com/example/crawler/strategy/NewsCrawlStrategy.java +++ /dev/null @@ -1,151 +0,0 @@ -package com.example.crawler.strategy; - -import java.util.ArrayList; -import java.util.List; -import java.util.Map; - -import org.jsoup.Jsoup; -import org.jsoup.nodes.Document; -import org.jsoup.nodes.Element; -import org.jsoup.select.Elements; - -import com.example.crawler.exception.CrawlException; -import com.example.crawler.exception.NetworkException; -import com.example.crawler.exception.ParseException; -import com.example.crawler.model.News; -import com.example.crawler.util.HttpUtil; - -/** - * 新浪新闻爬取策略 - * // 策略模式：新浪新闻爬取策略 - */ -public class NewsCrawlStrategy implements CrawlStrategy { - - private static final String NEWS_URL = "https://news.sina.com.cn/china/"; - private static final int MAX_NEWS_COUNT = 20; - - @Override - public List crawl() throws CrawlException { - List newsList = new ArrayList<>(); - - try { - // 设置请求头 - Map headers = Map.of( - "User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36", - "Referer", "https://news.sina.com.cn/", - "Accept", "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8" - ); - - String html = HttpUtil.get(NEWS_URL, headers); - Document doc = Jsoup.parse(html); - - // 新浪新闻页面结构可能变化，使用多种选择器尝试 - Elements newsElements = doc.select(".news-item, .news-list li, .list-item, .feed-card-item"); - - // 如果上述选择器都没找到，尝试更通用的选择器 - if (newsElements.isEmpty()) { - newsElements = doc.select("a[href*=sina.com.cn]"); - } - - int count = 0; - for (Element element : newsElements) { - if (count >= MAX_NEWS_COUNT) { - break; - } - - try { - News news = parseNews(element); - if (news != null && news.getTitle() != null && !news.getTitle().isEmpty()) { - newsList.add(news); - count++; - } - } catch (ParseException e) { - // 跳过解析失败的新闻，继续处理下一个 - continue; - } - } - - // 如果使用通用选择器获取的结果不够，尝试另一种方式 - if (newsList.size() < MAX_NEWS_COUNT) { - Elements titleElements = doc.select("h2 a, h3 a, .title a, .news-title a"); - for (Element element : titleElements) { - if (count >= MAX_NEWS_COUNT) { - break; - } - try { - News news = parseNewsFromTitleElement(element); - if (news != null && news.getTitle() != null && !news.getTitle().isEmpty()) { - newsList.add(news); - count++; - } - } catch (ParseException e) { - continue; - } - } - } - - System.out.println("已爬取 " + newsList.size() + " 条新浪新闻"); - return newsList; - - } catch (NetworkException e) { - throw new NetworkException("爬取新浪新闻时网络异常: " + e.getMessage(), e); - } catch (Exception e) { - throw new CrawlException("爬取新浪新闻时发生未知异常: " + e.getMessage(), e); - } - } - - /** - * 解析新闻元素 - */ - private News parseNews(Element element) throws ParseException { - try { - String title = ""; - String url = ""; - String publishTime = ""; - - // 尝试获取标题和链接 - Element linkElement = element.selectFirst("a"); - if (linkElement != null) { - title = linkElement.text().trim(); - url = linkElement.attr("abs:href"); - } - - // 尝试获取发布时间 - Element timeElement = element.selectFirst(".time, .pubtime, span[class*=time]"); - if (timeElement != null) { - publishTime = timeElement.text().trim(); - } - - if (title.isEmpty() || url.isEmpty()) { - return null; - } - - return new News(title, publishTime, url); - } catch (Exception e) { - throw new ParseException("解析新闻信息失败: " + e.getMessage(), e); - } - } - - /** - * 从标题元素解析新闻 - */ - private News parseNewsFromTitleElement(Element element) throws ParseException { - try { - String title = element.text().trim(); - String url = element.attr("abs:href"); - - if (title.isEmpty() || url.isEmpty()) { - return null; - } - - return new News(title, "", url); - } catch (Exception e) { - throw new ParseException("解析新闻标题失败: " + e.getMessage(), e); - } - } - - @Override - public String getDataSourceName() { - return "新浪国内新闻"; - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/strategy/StrategyFactory.java b/project/src/main/java/com/example/crawler/strategy/StrategyFactory.java deleted file mode 100644 index 9b56383..0000000 --- a/project/src/main/java/com/example/crawler/strategy/StrategyFactory.java +++ /dev/null @@ -1,24 +0,0 @@ -package com.example.crawler.strategy; - -import com.example.crawler.strategy.BookCrawlStrategy; -import com.example.crawler.strategy.NewsCrawlStrategy; -import com.example.crawler.strategy.UniversityRankCrawlStrategy; -import com.example.crawler.strategy.WeatherCrawlStrategy; - -public class StrategyFactory { - - public static CrawlStrategy getStrategy(int choice) { - switch (choice) { - case 1: - return new BookCrawlStrategy(); - case 2: - return new NewsCrawlStrategy(); - case 3: - return new UniversityRankCrawlStrategy(); - case 4: - return new WeatherCrawlStrategy(); - default: - throw new IllegalArgumentException("Invalid choice: " + choice); - } - } -} diff --git a/project/src/main/java/com/example/crawler/strategy/UniversityRankCrawlStrategy.java b/project/src/main/java/com/example/crawler/strategy/UniversityRankCrawlStrategy.java deleted file mode 100644 index f4b5f81..0000000 --- a/project/src/main/java/com/example/crawler/strategy/UniversityRankCrawlStrategy.java +++ /dev/null @@ -1,148 +0,0 @@ -package com.example.crawler.strategy; - -import java.util.ArrayList; -import java.util.List; -import java.util.Map; - -import org.jsoup.Jsoup; -import org.jsoup.nodes.Document; -import org.jsoup.nodes.Element; -import org.jsoup.select.Elements; - -import com.example.crawler.exception.CrawlException; -import com.example.crawler.exception.NetworkException; -import com.example.crawler.exception.ParseException; -import com.example.crawler.model.UniversityRank; -import com.example.crawler.util.HttpUtil; - -/** - * 软科中国大学排名爬取策略 - * // 策略模式：软科中国大学排名爬取策略 - */ -public class UniversityRankCrawlStrategy implements CrawlStrategy { - - private static final String RANKING_URL = "https://www.shanghairanking.cn/rankings/bcur/2025"; - - @Override - public List crawl() throws CrawlException { - List rankings = new ArrayList<>(); - - try { - // 设置请求头 - Map headers = Map.of( - "User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36", - "Accept", "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8", - "Referer", "https://www.shanghairanking.cn/" - ); - - // 设置请求延迟 - HttpUtil.sleep(3); - - String html = HttpUtil.get(RANKING_URL, headers); - Document doc = Jsoup.parse(html); - - // 提取表格数据 - Elements rows = doc.select("table tbody tr"); - - if (rows.isEmpty()) { - // 如果第一个选择器失败，尝试其他可能的选择器 - rows = doc.select(".rk-table tbody tr"); - } - - if (rows.isEmpty()) { - // 尝试更通用的选择器 - rows = doc.select("tr"); - } - - int count = 0; - for (Element row : rows) { - try { - UniversityRank ranking = parseRow(row); - if (ranking != null && ranking.getRank() != null) { - rankings.add(ranking); - count++; - - // 最多爬取200条数据 - if (count >= 200) { - break; - } - } - } catch (ParseException e) { - // 跳过解析失败的行 - continue; - } - } - - System.out.println("已爬取 " + rankings.size() + " 条大学排名数据"); - return rankings; - - } catch (NetworkException e) { - throw new NetworkException("爬取软科大学排名时网络异常: " + e.getMessage(), e); - } catch (Exception e) { - throw new CrawlException("爬取软科大学排名时发生未知异常: " + e.getMessage(), e); - } - } - - /** - * 解析表格行数据 - */ - private UniversityRank parseRow(Element row) throws ParseException { - try { - Elements cells = row.select("td"); - - if (cells.size() < 4) { - return null; - } - - // 第1列：排名 - String rankStr = cells.get(0).text().trim(); - Integer rank = null; - try { - rank = Integer.parseInt(rankStr); - } catch (NumberFormatException e) { - // 如果排名不是数字（如"1-3"这样的范围），尝试提取第一个数字 - String numPart = rankStr.replaceAll("[^0-9]", ""); - if (!numPart.isEmpty()) { - rank = Integer.parseInt(numPart); - } - } - - if (rank == null) { - return null; - } - - // 第2列：学校名称 - String universityName = cells.get(1).text().trim(); - - // 第4列：总分 - String totalScore = ""; - if (cells.size() > 3) { - totalScore = cells.get(3).text().trim(); - } - - // 尝试提取省份和办学层次（第3列可能包含这些信息） - String province = ""; - String category = ""; - if (cells.size() > 2) { - String thirdColumn = cells.get(2).text().trim(); - // 尝试解析省份和办学层次 - String[] parts = thirdColumn.split("\\s+"); - if (parts.length >= 1) { - province = parts[0]; - } - if (parts.length >= 2) { - category = parts[1]; - } - } - - return new UniversityRank(rank, universityName, totalScore, province, category); - } catch (Exception e) { - throw new ParseException("解析大学排名行数据失败: " + e.getMessage(), e); - } - } - - @Override - public String getDataSourceName() { - return "软科中国大学排名"; - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/strategy/WeatherCrawlStrategy.java b/project/src/main/java/com/example/crawler/strategy/WeatherCrawlStrategy.java deleted file mode 100644 index 6ade78c..0000000 --- a/project/src/main/java/com/example/crawler/strategy/WeatherCrawlStrategy.java +++ /dev/null @@ -1,177 +0,0 @@ -package com.example.crawler.strategy; - -import java.util.ArrayList; -import java.util.List; -import java.util.Map; - -import com.example.crawler.constant.CrawlerConstants; -import com.example.crawler.exception.CrawlException; -import com.example.crawler.exception.NetworkException; -import com.example.crawler.exception.ParseException; -import com.example.crawler.model.Weather; -import com.example.crawler.util.HttpUtil; -import com.google.gson.JsonArray; -import com.google.gson.JsonElement; -import com.google.gson.JsonObject; -import com.google.gson.JsonParser; - -public class WeatherCrawlStrategy implements CrawlStrategy { - - @Override - public List crawl() throws CrawlException { - List weatherList = new ArrayList<>(); - - try { - for (Map.Entry entry : CrawlerConstants.CITY_COORDINATES.entrySet()) { - String cityName = entry.getKey(); - double[] coords = entry.getValue(); - double latitude = coords[0]; - double longitude = coords[1]; - - String weatherUrl = buildApiUrl(latitude, longitude); - Map headers = Map.of( - "User-Agent", CrawlerConstants.USER_AGENT - ); - - String response = HttpUtil.get(weatherUrl, headers); - Weather weather = parseWeatherData(cityName, response); - weatherList.add(weather); - - System.out.println("已获取 " + cityName + " 的天气信息"); - - HttpUtil.sleep(2); - } - - return weatherList; - - } catch (NetworkException e) { - throw new NetworkException("爬取天气数据时网络异常: " + e.getMessage(), e); - } catch (ParseException e) { - throw new ParseException("解析天气数据时异常: " + e.getMessage(), e); - } catch (Exception e) { - throw new CrawlException("爬取天气数据时发生未知异常: " + e.getMessage(), e); - } - } - - private String buildApiUrl(double latitude, double longitude) { - return CrawlerConstants.URL_WEATHER_API + "?latitude=" + latitude + - "&longitude=" + longitude + - "¤t_weather=true" + - "&hourly=temperature_2m,relative_humidity_2m,wind_speed_10m" + - "&forecast_days=1" + - "&timezone=Asia/Shanghai"; - } - - private Weather parseWeatherData(String cityName, String jsonData) throws ParseException { - try { - JsonObject obj = JsonParser.parseString(jsonData).getAsJsonObject(); - - Weather weather = new Weather(); - weather.setCityName(cityName); - - JsonObject currentWeather = obj.getAsJsonObject("current_weather"); - if (currentWeather != null) { - weather.setTemperature(cleanTemperature(getJsonDouble(currentWeather, "temperature", 0))); - weather.setWindSpeed(cleanWindSpeed(getJsonDouble(currentWeather, "windspeed", 0))); - weather.setWeatherCode(String.valueOf(getJsonInt(currentWeather, "weathercode", -1))); - } - - JsonObject hourly = obj.getAsJsonObject("hourly"); - if (hourly != null) { - JsonArray times = hourly.getAsJsonArray("time"); - JsonArray temps = hourly.getAsJsonArray("temperature_2m"); - JsonArray humidities = hourly.getAsJsonArray("relative_humidity_2m"); - JsonArray windSpeeds = hourly.getAsJsonArray("wind_speed_10m"); - - if (times != null && temps != null) { - int count = Math.min(times.size(), 24); - for (int i = 0; i < count; i++) { - weather.getHourlyTimes().add(cleanTimeString(getJsonString(times, i, ""))); - weather.getHourlyTemperatures().add(cleanTemperature(getJsonDouble(temps, i, 0))); - } - } - - if (humidities != null) { - int count = Math.min(humidities.size(), 24); - for (int i = 0; i < count; i++) { - weather.getHourlyHumidities().add(cleanHumidity(getJsonInt(humidities, i, 50))); - } - } - - if (windSpeeds != null) { - int count = Math.min(windSpeeds.size(), 24); - for (int i = 0; i < count; i++) { - weather.getHourlyWindSpeeds().add(cleanWindSpeed(getJsonDouble(windSpeeds, i, 0))); - } - } - - if (!weather.getHourlyHumidities().isEmpty()) { - weather.setHumidity(weather.getHourlyHumidities().get(0)); - } - } - - return weather; - } catch (Exception e) { - throw new ParseException("解析天气JSON数据失败: " + e.getMessage(), e); - } - } - - private String getJsonString(JsonArray arr, int index, String defaultValue) { - if (arr == null || index >= arr.size()) return defaultValue; - JsonElement element = arr.get(index); - return element.isJsonNull() ? defaultValue : element.getAsString(); - } - - private double getJsonDouble(JsonObject obj, String key, double defaultValue) { - JsonElement element = obj.get(key); - if (element == null || element.isJsonNull()) return defaultValue; - return element.getAsDouble(); - } - - private int getJsonInt(JsonObject obj, String key, int defaultValue) { - JsonElement element = obj.get(key); - if (element == null || element.isJsonNull()) return defaultValue; - return element.getAsInt(); - } - - private double getJsonDouble(JsonArray arr, int index, double defaultValue) { - if (arr == null || index >= arr.size()) return defaultValue; - JsonElement element = arr.get(index); - if (element == null || element.isJsonNull()) return defaultValue; - return element.getAsDouble(); - } - - private int getJsonInt(JsonArray arr, int index, int defaultValue) { - if (arr == null || index >= arr.size()) return defaultValue; - JsonElement element = arr.get(index); - if (element == null || element.isJsonNull()) return defaultValue; - return element.getAsInt(); - } - - private double cleanTemperature(double temp) { - return Math.round(temp * 10.0) / 10.0; - } - - private double cleanWindSpeed(double speed) { - return Math.round(speed * 10.0) / 10.0; - } - - private int cleanHumidity(int humidity) { - if (humidity < 0) return 50; - if (humidity > 100) return 100; - return humidity; - } - - private String cleanTimeString(String time) { - if (time == null || time.isEmpty()) return ""; - if (time.contains("T")) { - return time.substring(time.indexOf("T") + 1, time.indexOf("T") + 6); - } - return time; - } - - @Override - public String getDataSourceName() { - return "Open-Meteo 实时天气"; - } -} diff --git a/project/src/main/java/com/example/crawler/util/DataCleaner.java b/project/src/main/java/com/example/crawler/util/DataCleaner.java deleted file mode 100644 index 32991fd..0000000 --- a/project/src/main/java/com/example/crawler/util/DataCleaner.java +++ /dev/null @@ -1,122 +0,0 @@ -package com.example.crawler.util; - -import java.time.LocalDateTime; -import java.time.format.DateTimeFormatter; -import java.util.HashMap; -import java.util.Map; -import java.util.regex.Matcher; -import java.util.regex.Pattern; - -/** - * 数据清洗工具类 - * 提供各类数据的清洗方法 - */ -public class DataCleaner { - - private static final Map STOP_WORDS = new HashMap<>(); - static { - STOP_WORDS.put("的", "的"); - STOP_WORDS.put("了", "了"); - STOP_WORDS.put("是", "是"); - STOP_WORDS.put("在", "在"); - STOP_WORDS.put("和", "和"); - STOP_WORDS.put("与", "与"); - STOP_WORDS.put("对", "对"); - STOP_WORDS.put("为", "为"); - STOP_WORDS.put("有", "有"); - STOP_WORDS.put("我", "我"); - STOP_WORDS.put("你", "你"); - STOP_WORDS.put("他", "他"); - STOP_WORDS.put("她", "她"); - STOP_WORDS.put("它", "它"); - STOP_WORDS.put("这", "这"); - STOP_WORDS.put("那", "那"); - STOP_WORDS.put("就", "就"); - STOP_WORDS.put("也", "也"); - STOP_WORDS.put("都", "都"); - STOP_WORDS.put("要", "要"); - STOP_WORDS.put("会", "会"); - STOP_WORDS.put("能", "能"); - STOP_WORDS.put("可", "可"); - STOP_WORDS.put("以", "以"); - STOP_WORDS.put("说", "说"); - STOP_WORDS.put("到", "到"); - STOP_WORDS.put("来", "来"); - STOP_WORDS.put("去", "去"); - STOP_WORDS.put("着", "着"); - STOP_WORDS.put("过", "过"); - } - - public static double cleanPrice(String price) { - if (price == null || price.isEmpty()) return 0.0; - String cleaned = price.replaceAll("[^0-9.]", ""); - try { - return Double.parseDouble(cleaned); - } catch (NumberFormatException e) { - return 0.0; - } - } - - public static int cleanRating(String ratingClass) { - if (ratingClass == null) return 0; - if (ratingClass.contains("Five")) return 5; - if (ratingClass.contains("Four")) return 4; - if (ratingClass.contains("Three")) return 3; - if (ratingClass.contains("Two")) return 2; - if (ratingClass.contains("One")) return 1; - return 0; - } - - public static LocalDateTime cleanNewsTime(String timeStr) { - if (timeStr == null || timeStr.isEmpty()) return LocalDateTime.now(); - try { - DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"); - return LocalDateTime.parse(timeStr, formatter); - } catch (Exception e) { - try { - DateTimeFormatter formatter2 = DateTimeFormatter.ofPattern("yyyy年MM月dd日 HH:mm"); - return LocalDateTime.parse(timeStr, formatter2); - } catch (Exception e2) { - return LocalDateTime.now(); - } - } - } - - public static String cleanTitle(String title) { - if (title == null) return ""; - return title.trim().replaceAll("\\s+", " "); - } - - public static double cleanScore(String score) { - if (score == null || score.isEmpty()) return 0.0; - String cleaned = score.replaceAll("[^0-9.]", ""); - try { - return Double.parseDouble(cleaned); - } catch (NumberFormatException e) { - return 0.0; - } - } - - public static String[] extractWords(String text) { - if (text == null || text.isEmpty()) return new String[0]; - String cleaned = text.replaceAll("[^\u4e00-\u9fa5a-zA-Z0-9]", " "); - return cleaned.split("\\s+"); - } - - public static boolean isStopWord(String word) { - return word == null || word.length() < 2 || STOP_WORDS.containsKey(word); - } - - public static Map countWordFrequency(String[] words) { - Map frequency = new HashMap<>(); - for (String word : words) { - if (isStopWord(word)) continue; - frequency.put(word, frequency.getOrDefault(word, 0) + 1); - } - return frequency; - } - - public static int extractHour(LocalDateTime dateTime) { - return dateTime.getHour(); - } -} diff --git a/project/src/main/java/com/example/crawler/util/HttpUtil.java b/project/src/main/java/com/example/crawler/util/HttpUtil.java deleted file mode 100644 index 774d2e6..0000000 --- a/project/src/main/java/com/example/crawler/util/HttpUtil.java +++ /dev/null @@ -1,126 +0,0 @@ -package com.example.crawler.util; - -import com.example.crawler.exception.NetworkException; - -import java.net.URI; -import java.net.http.HttpClient; -import java.net.http.HttpRequest; -import java.net.http.HttpResponse; -import java.time.Duration; -import java.util.Map; - -/** - * HTTP工具类 - * 封装HTTP请求操作，使用Java 11内置HttpClient - */ -public class HttpUtil { - - private static final HttpClient httpClient = HttpClient.newBuilder() - .connectTimeout(Duration.ofSeconds(30)) - .followRedirects(HttpClient.Redirect.NORMAL) - .build(); - - private static final String DEFAULT_USER_AGENT = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36"; - - /** - * 发送GET请求 - * - * @param url 请求URL - * @return 响应内容 - * @throws NetworkException 网络异常 - */ - public static String get(String url) throws NetworkException { - return get(url, Map.of()); - } - - /** - * 发送GET请求（带请求头） - * - * @param url 请求URL - * @param headers 请求头 - * @return 响应内容 - * @throws NetworkException 网络异常 - */ - public static String get(String url, Map headers) throws NetworkException { - try { - HttpRequest.Builder requestBuilder = HttpRequest.newBuilder() - .uri(URI.create(url)) - .timeout(Duration.ofSeconds(30)) - .GET(); - - // 添加默认User-Agent - if (!headers.containsKey("User-Agent")) { - requestBuilder.header("User-Agent", DEFAULT_USER_AGENT); - } - - // 添加自定义请求头 - headers.forEach(requestBuilder::header); - - HttpRequest request = requestBuilder.build(); - HttpResponse response = httpClient.send(request, HttpResponse.BodyHandlers.ofString()); - - if (response.statusCode() != 200) { - throw new NetworkException("HTTP请求失败，状态码: " + response.statusCode()); - } - - return response.body(); - } catch (NetworkException e) { - throw e; - } catch (Exception e) { - throw new NetworkException("网络请求失败: " + e.getMessage(), e); - } - } - - /** - * 发送POST请求 - * - * @param url 请求URL - * @param body 请求体 - * @param headers 请求头 - * @return 响应内容 - * @throws NetworkException 网络异常 - */ - public static String post(String url, String body, Map headers) throws NetworkException { - try { - HttpRequest.Builder requestBuilder = HttpRequest.newBuilder() - .uri(URI.create(url)) - .timeout(Duration.ofSeconds(30)) - .header("Content-Type", "application/json") - .POST(HttpRequest.BodyPublishers.ofString(body)); - - // 添加默认User-Agent - if (!headers.containsKey("User-Agent")) { - requestBuilder.header("User-Agent", DEFAULT_USER_AGENT); - } - - // 添加自定义请求头 - headers.forEach(requestBuilder::header); - - HttpRequest request = requestBuilder.build(); - HttpResponse response = httpClient.send(request, HttpResponse.BodyHandlers.ofString()); - - if (response.statusCode() != 200) { - throw new NetworkException("HTTP请求失败，状态码: " + response.statusCode()); - } - - return response.body(); - } catch (NetworkException e) { - throw e; - } catch (Exception e) { - throw new NetworkException("网络请求失败: " + e.getMessage(), e); - } - } - - /** - * 设置请求间隔，避免对服务器造成压力 - * - * @param seconds 间隔秒数 - */ - public static void sleep(int seconds) { - try { - Thread.sleep(seconds * 1000L); - } catch (InterruptedException e) { - Thread.currentThread().interrupt(); - } - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/util/JsonUtil.java b/project/src/main/java/com/example/crawler/util/JsonUtil.java deleted file mode 100644 index 5b2e929..0000000 --- a/project/src/main/java/com/example/crawler/util/JsonUtil.java +++ /dev/null @@ -1,95 +0,0 @@ -package com.example.crawler.util; - -import com.example.crawler.exception.DataSaveException; -import com.google.gson.Gson; -import com.google.gson.GsonBuilder; - -import java.io.FileWriter; -import java.io.IOException; -import java.nio.file.Files; -import java.nio.file.Path; -import java.nio.file.Paths; -import java.util.List; - -/** - * JSON工具类 - * 封装JSON序列化和文件读写操作 - */ -public class JsonUtil { - - private static final Gson gson = new GsonBuilder() - .setPrettyPrinting() - .disableHtmlEscaping() - .create(); - - /** - * 将对象序列化为JSON字符串 - * - * @param obj 对象 - * @return JSON字符串 - */ - public static String toJson(Object obj) { - return gson.toJson(obj); - } - - /** - * 将JSON字符串反序列化为对象 - * - * @param json JSON字符串 - * @param classOfT 目标类 - * @param 泛型类型 - * @return 反序列化后的对象 - */ - public static T fromJson(String json, Class classOfT) { - return gson.fromJson(json, classOfT); - } - - /** - * 将对象保存为JSON文件 - * - * @param obj 对象 - * @param filePath 文件路径 - * @throws DataSaveException 数据保存异常 - */ - public static void saveToJsonFile(Object obj, String filePath) throws DataSaveException { - try { - // 确保目录存在 - Path path = Paths.get(filePath); - Path parentDir = path.getParent(); - if (parentDir != null && !Files.exists(parentDir)) { - Files.createDirectories(parentDir); - } - - try (FileWriter writer = new FileWriter(filePath)) { - gson.toJson(obj, writer); - } - } catch (IOException e) { - throw new DataSaveException("保存JSON文件失败: " + e.getMessage(), e); - } - } - - /** - * 将列表保存为JSON文件 - * - * @param list 列表 - * @param filePath 文件路径 - * @param 泛型类型 - * @throws DataSaveException 数据保存异常 - */ - public static void saveListToJsonFile(List list, String filePath) throws DataSaveException { - try { - // 确保目录存在 - Path path = Paths.get(filePath); - Path parentDir = path.getParent(); - if (parentDir != null && !Files.exists(parentDir)) { - Files.createDirectories(parentDir); - } - - try (FileWriter writer = new FileWriter(filePath)) { - gson.toJson(list, writer); - } - } catch (IOException e) { - throw new DataSaveException("保存JSON文件失败: " + e.getMessage(), e); - } - } -} \ No newline at end of file diff --git a/project/src/main/java/com/example/crawler/view/CrawlerView.java b/project/src/main/java/com/example/crawler/view/CrawlerView.java deleted file mode 100644 index 5e72292..0000000 --- a/project/src/main/java/com/example/crawler/view/CrawlerView.java +++ /dev/null @@ -1,72 +0,0 @@ -package com.example.crawler.view; - -import java.util.Scanner; - -/** - * 爬虫视图类 - * // MVC模式：View层，负责CLI界面显示和用户交互 - */ -public class CrawlerView { - - /** - * 显示主菜单 - */ - public void showMenu() { - System.out.println("\n=== 数据爬取与分析系统 ==="); - System.out.println("1. 爬取书籍信息（toscrape.com）"); - System.out.println("2. 爬取新浪国内新闻"); - System.out.println("3. 爬取软科中国大学排名"); - System.out.println("4. 爬取Open-Meteo实时天气"); - System.out.println("5. 爬取全部数据并保存"); - System.out.println("6. 保存当前数据到文件"); - System.out.println("7. 生成所有数据源的分析报告与图表"); - System.out.println("8. 爬取并分析所有数据（一键完成）"); - System.out.println("9. 退出"); - System.out.print("请选择操作："); - } - - /** - * 获取用户输入 - * - * @param scanner 输入扫描器 - * @return 用户选择的数字 - */ - public int getInput(Scanner scanner) { - try { - String input = scanner.nextLine().trim(); - return Integer.parseInt(input); - } catch (NumberFormatException e) { - return -1; // 返回无效值 - } - } - - /** - * 显示错误信息 - * - * @param message 错误信息 - */ - public void showError(String message) { - System.err.println("错误: " + message); - } - - /** - * 显示成功信息 - * - * @param message 成功信息 - */ - public void showSuccess(String message) { - System.out.println("成功: " + message); - } - - /** - * 暂停并等待用户按回车键继续 - * - * @param scanner 输入扫描器 - */ - public void pause(Scanner scanner) { - System.out.print("\n按回车键继续..."); - scanner.nextLine(); - System.out.print("\033[H\033[2J"); - System.out.flush(); - } -} diff --git a/project/target/classes/com/example/crawler/Main.class b/project/target/classes/com/example/crawler/Main.class deleted file mode 100644 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