diff --git a/backend/logs/agricultural-stock-platform.log b/backend/logs/agricultural-stock-platform.log
new file mode 100644
index 0000000..18a6b80
--- /dev/null
+++ b/backend/logs/agricultural-stock-platform.log
@@ -0,0 +1,19 @@
+2025-06-21 15:10:59 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 17.0.10 on WIN11 with PID 11416 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4\backend)
+2025-06-21 15:10:59 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
+2025-06-21 15:11:00 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
+2025-06-21 15:11:00 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
+2025-06-21 15:11:00 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
+2025-06-21 15:11:01 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
+2025-06-21 15:11:01 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
+2025-06-21 15:11:01 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
+2025-06-21 15:11:01 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
+2025-06-21 15:11:01 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
+2025-06-21 15:11:01 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
+2025-06-21 15:11:02 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
+2025-06-21 15:11:03 [main] WARN  o.s.b.a.o.j.JpaBaseConfiguration$JpaWebConfiguration - spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
+2025-06-21 15:11:04 [main] WARN  c.b.m.core.metadata.TableInfoHelper - Can not find table primary key in Class: "com.agricultural.stock.entity.TechnicalIndicator".
+2025-06-21 15:11:04 [main] WARN  c.b.m.c.injector.DefaultSqlInjector - class com.agricultural.stock.entity.TechnicalIndicator ,Not found @TableId annotation, Cannot use Mybatis-Plus 'xxById' Method.
+2025-06-21 15:11:04 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Started AgriculturalStockPlatformApplication in 5.394 seconds (JVM running for 5.767)
+2025-06-21 15:11:08 [http-nio-8080-exec-1] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring DispatcherServlet 'dispatcherServlet'
+2025-06-21 15:14:01 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
+2025-06-21 15:14:01 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
diff --git a/backend/src/main/java/com/agricultural/stock/config/OpenApiConfig.java b/backend/src/main/java/com/agricultural/stock/config/OpenApiConfig.java
index 3027b03..a6cae93 100644
--- a/backend/src/main/java/com/agricultural/stock/config/OpenApiConfig.java
+++ b/backend/src/main/java/com/agricultural/stock/config/OpenApiConfig.java
@@ -7,7 +7,9 @@ import io.swagger.v3.oas.models.info.License;
 import io.swagger.v3.oas.models.servers.Server;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
+import org.springdoc.core.GroupedOpenApi;
 
+import java.util.Arrays;
 import java.util.List;
 
 /**
@@ -40,7 +42,7 @@ public class OpenApiConfig {
                         .license(new License()
                                 .name("MIT License")
                                 .url("https://opensource.org/licenses/MIT")))
-                .servers(List.of(
+                .servers(Arrays.asList(
                         new Server()
                                 .url("http://localhost:8080")
                                 .description("本地开发环境"),
@@ -49,4 +51,28 @@ public class OpenApiConfig {
                                 .description("生产环境")
                 ));
     }
+    
+    @Bean
+    public GroupedOpenApi allApi() {
+        return GroupedOpenApi.builder()
+                .group("all-apis")
+                .pathsToMatch("/**")
+                .build();
+    }
+    
+    @Bean
+    public GroupedOpenApi stockApi() {
+        return GroupedOpenApi.builder()
+                .group("stock-apis")
+                .pathsToMatch("/api/stock/**")
+                .build();
+    }
+    
+    @Bean
+    public GroupedOpenApi marketApi() {
+        return GroupedOpenApi.builder()
+                .group("market-apis")
+                .pathsToMatch("/api/market/**")
+                .build();
+    }
 } 
\ No newline at end of file
diff --git a/backend/src/main/java/com/agricultural/stock/controller/StockController.java b/backend/src/main/java/com/agricultural/stock/controller/StockController.java
index 36ea2a0..7af32b2 100644
--- a/backend/src/main/java/com/agricultural/stock/controller/StockController.java
+++ b/backend/src/main/java/com/agricultural/stock/controller/StockController.java
@@ -167,6 +167,26 @@ public class StockController {
         }
     }
     
+    /**
+     * 获取股票详情
+     */
+    @GetMapping("/detail/{stockCode}")
+    @Operation(summary = "获取股票详情")
+    public Result<StockData> getStockDetail(
+            @Parameter(description = "股票代码") @PathVariable String stockCode) {
+        try {
+            StockData stockDetail = stockService.getStockDetail(stockCode);
+            if (stockDetail != null) {
+                return Result.success(stockDetail);
+            } else {
+                return Result.error("未找到该股票的详情数据");
+            }
+        } catch (Exception e) {
+            log.error("获取股票{}详情失败", stockCode, e);
+            return Result.error("获取股票详情失败: " + e.getMessage());
+        }
+    }
+    
     /**
      * 搜索股票
      */
diff --git a/backend/src/main/java/com/agricultural/stock/service/StockService.java b/backend/src/main/java/com/agricultural/stock/service/StockService.java
index ac2eecd..07827fd 100644
--- a/backend/src/main/java/com/agricultural/stock/service/StockService.java
+++ b/backend/src/main/java/com/agricultural/stock/service/StockService.java
@@ -79,6 +79,14 @@ public interface StockService {
      * @return 预测数据列表
      */
     List<StockData> getStockPrediction(String stockCode, Integer days);
+    
+    /**
+     * 获取股票详情
+     * 
+     * @param stockCode 股票代码
+     * @return 股票详情
+     */
+    StockData getStockDetail(String stockCode);
 
     /**
      * 搜索股票
diff --git a/backend/src/main/java/com/agricultural/stock/service/impl/StockServiceImpl.java b/backend/src/main/java/com/agricultural/stock/service/impl/StockServiceImpl.java
index 37c1f0f..c20d18c 100644
--- a/backend/src/main/java/com/agricultural/stock/service/impl/StockServiceImpl.java
+++ b/backend/src/main/java/com/agricultural/stock/service/impl/StockServiceImpl.java
@@ -251,9 +251,174 @@ public class StockServiceImpl implements StockService {
     
     @Override
     public List<StockData> getStockPrediction(String stockCode, Integer days) {
-        // 这里应该调用预测模型，暂时返回空列表
-        log.info("股票预测功能暂未实现，股票代码: {}, 预测天数: {}", stockCode, days);
-        return new ArrayList<>();
+        try {
+            log.info("生成股票预测数据，股票代码: {}, 预测天数: {}", stockCode, days);
+            
+            // 获取历史数据用于预测
+            List<StockData> historyData = stockDataMapper.getStockHistoryData(stockCode, 30);
+            
+            if (historyData.isEmpty()) {
+                log.warn("未找到股票{}的历史数据，无法生成预测", stockCode);
+                return new ArrayList<>();
+            }
+            
+            // 获取最新数据作为预测基础
+            StockData latestData = historyData.get(0); // getStockHistoryData返回的是按时间降序排列
+            
+            // 计算历史价格变化趋势
+            BigDecimal avgChange = calculateAverageChange(historyData);
+            BigDecimal volatility = calculateVolatility(historyData);
+            
+            List<StockData> predictionList = new ArrayList<>();
+            
+            // 生成预测数据
+            BigDecimal currentPrice = latestData.getClosePrice();
+            LocalDateTime currentDate = LocalDateTime.now();
+            
+            for (int i = 1; i <= days; i++) {
+                StockData prediction = new StockData();
+                
+                // 基本信息
+                prediction.setStockCode(stockCode);
+                prediction.setStockName(latestData.getStockName());
+                prediction.setTradeDate(currentDate.plusDays(i));
+                
+                // 简单预测模型：基于历史平均变化和随机波动
+                BigDecimal randomFactor = BigDecimal.valueOf((Math.random() - 0.5) * 2 * volatility.doubleValue());
+                BigDecimal predictedChange = avgChange.add(randomFactor);
+                
+                // 计算预测价格
+                BigDecimal predictedPrice = currentPrice.multiply(
+                    BigDecimal.ONE.add(predictedChange.divide(BigDecimal.valueOf(100), 4, RoundingMode.HALF_UP))
+                );
+                
+                prediction.setOpenPrice(currentPrice);
+                prediction.setHighPrice(predictedPrice.multiply(BigDecimal.valueOf(1.05)));
+                prediction.setLowPrice(predictedPrice.multiply(BigDecimal.valueOf(0.95)));
+                prediction.setClosePrice(predictedPrice);
+                
+                // 计算涨跌幅
+                BigDecimal changeAmount = predictedPrice.subtract(currentPrice);
+                BigDecimal changePercent = changeAmount.divide(currentPrice, 4, RoundingMode.HALF_UP)
+                    .multiply(BigDecimal.valueOf(100));
+                
+                prediction.setChangeAmount(changeAmount);
+                prediction.setChangePercent(changePercent);
+                
+                // 预测成交量（基于历史平均值）
+                double avgVolume = historyData.stream()
+                    .map(StockData::getVolume)
+                    .filter(Objects::nonNull)
+                    .mapToLong(Long::longValue)
+                    .average()
+                    .orElse(100000L);
+                
+                prediction.setVolume(Math.round(avgVolume * (0.8 + Math.random() * 0.4)));
+                
+                // 预测成交额
+                if (prediction.getVolume() != null) {
+                    prediction.setTurnover(predictedPrice.multiply(BigDecimal.valueOf(prediction.getVolume())));
+                }
+                
+                // 市值
+                if (latestData.getMarketCap() != null && latestData.getClosePrice() != null && latestData.getClosePrice().compareTo(BigDecimal.ZERO) != 0) {
+                    prediction.setMarketCap(latestData.getMarketCap()
+                        .multiply(predictedPrice)
+                        .divide(latestData.getClosePrice(), 2, RoundingMode.HALF_UP));
+                }
+                
+                predictionList.add(prediction);
+                currentPrice = predictedPrice; // 更新当前价格为下一天的基础
+            }
+            
+            return predictionList;
+            
+        } catch (Exception e) {
+            log.error("生成股票{}预测数据失败", stockCode, e);
+            return new ArrayList<>();
+        }
+    }
+    
+    /**
+     * 计算历史价格平均变化率
+     */
+    private BigDecimal calculateAverageChange(List<StockData> historyData) {
+        if (historyData.size() < 2) {
+            return BigDecimal.ZERO;
+        }
+        
+        BigDecimal totalChange = BigDecimal.ZERO;
+        int count = 0;
+        
+        // 数据是按时间降序排列的，所以要反过来计算
+        for (int i = historyData.size() - 1; i > 0; i--) {
+            StockData current = historyData.get(i - 1); // 更新的数据
+            StockData previous = historyData.get(i);    // 更早的数据
+            
+            if (current.getClosePrice() != null && previous.getClosePrice() != null && previous.getClosePrice().compareTo(BigDecimal.ZERO) != 0) {
+                BigDecimal change = current.getClosePrice().subtract(previous.getClosePrice())
+                    .divide(previous.getClosePrice(), 4, RoundingMode.HALF_UP)
+                    .multiply(BigDecimal.valueOf(100));
+                totalChange = totalChange.add(change);
+                count++;
+            }
+        }
+        
+        return count > 0 ? totalChange.divide(BigDecimal.valueOf(count), 4, RoundingMode.HALF_UP) : BigDecimal.ZERO;
+    }
+    
+    /**
+     * 计算价格波动率
+     */
+    private BigDecimal calculateVolatility(List<StockData> historyData) {
+        if (historyData.size() < 2) {
+            return BigDecimal.valueOf(2.0); // 默认波动率
+        }
+        
+        List<BigDecimal> changes = new ArrayList<>();
+        
+        // 数据是按时间降序排列的，所以要反过来计算
+        for (int i = historyData.size() - 1; i > 0; i--) {
+            StockData current = historyData.get(i - 1); // 更新的数据
+            StockData previous = historyData.get(i);    // 更早的数据
+            
+            if (current.getClosePrice() != null && previous.getClosePrice() != null && previous.getClosePrice().compareTo(BigDecimal.ZERO) != 0) {
+                BigDecimal change = current.getClosePrice().subtract(previous.getClosePrice())
+                    .divide(previous.getClosePrice(), 4, RoundingMode.HALF_UP)
+                    .multiply(BigDecimal.valueOf(100));
+                changes.add(change);
+            }
+        }
+        
+        if (changes.isEmpty()) {
+            return BigDecimal.valueOf(2.0);
+        }
+        
+        // 计算标准差
+        BigDecimal mean = changes.stream()
+            .reduce(BigDecimal.ZERO, BigDecimal::add)
+            .divide(BigDecimal.valueOf(changes.size()), 4, RoundingMode.HALF_UP);
+        
+        BigDecimal variance = changes.stream()
+            .map(change -> change.subtract(mean).pow(2))
+            .reduce(BigDecimal.ZERO, BigDecimal::add)
+            .divide(BigDecimal.valueOf(changes.size()), 4, RoundingMode.HALF_UP);
+        
+        return BigDecimal.valueOf(Math.sqrt(variance.doubleValue()));
+    }
+    
+    @Override
+    public StockData getStockDetail(String stockCode) {
+        try {
+            List<StockData> stockList = stockDataMapper.getLatestStockData();
+            return stockList.stream()
+                    .filter(stock -> stock.getStockCode().equals(stockCode))
+                    .findFirst()
+                    .orElse(null);
+        } catch (Exception e) {
+            log.error("获取股票{}详情失败", stockCode, e);
+            return null;
+        }
     }
     
     @Override
diff --git a/backend/src/main/resources/application.yml b/backend/src/main/resources/application.yml
index 295854b..fce24e5 100644
--- a/backend/src/main/resources/application.yml
+++ b/backend/src/main/resources/application.yml
@@ -71,7 +71,9 @@ springdoc:
     path: /swagger-ui
     enabled: true
     config-url: /v3/api-docs/swagger-config
-    urls-primary-name: default
+    disable-swagger-default-url: true
+    url: /v3/api-docs
+    urls-primary-name: all-apis
   packages-to-scan: com.agricultural.stock.controller
   paths-to-match: /api/**
 
diff --git a/data-collector/stock_crawler.log b/data-collector/stock_crawler.log
index 0434bf5..a16790c 100644
--- a/data-collector/stock_crawler.log
+++ b/data-collector/stock_crawler.log
@@ -355,3 +355,284 @@
 2025-06-18 08:54:04,912 - INFO - 数据采集完成，共处理 67 只股票
 2025-06-18 08:54:30,695 - INFO - 收到停止信号，正在关闭...
 2025-06-18 08:54:30,696 - INFO - 股票数据采集器已停止
+2025-06-21 15:36:01,487 - INFO - 数据库连接成功
+2025-06-21 15:36:01,488 - INFO - 股票数据采集器启动
+2025-06-21 15:36:01,488 - INFO - 定时任务已启动，每 5 分钟采集一次
+2025-06-21 15:36:01,488 - INFO - 开始执行股票数据采集...
+2025-06-21 15:36:01,721 - INFO - 成功获取股票 sz300189 数据: 神农种业
+2025-06-21 15:36:02,357 - INFO - 成功获取股票 sz000713 数据: 丰乐种业
+2025-06-21 15:36:03,005 - INFO - 成功获取股票 sh600313 数据: 农发种业
+2025-06-21 15:36:03,631 - INFO - 成功获取股票 bj837403 数据: 康农种业
+2025-06-21 15:36:04,272 - INFO - 成功获取股票 sz200505 数据: 京粮B
+2025-06-21 15:36:04,876 - INFO - 成功获取股票 sz300268 数据: *ST佳沃
+2025-06-21 15:36:05,501 - INFO - 成功获取股票 sz000930 数据: 中粮科技
+2025-06-21 15:36:06,140 - INFO - 成功获取股票 sz002299 数据: 圣农发展
+2025-06-21 15:36:06,756 - INFO - 成功获取股票 sh600371 数据: 万向德农
+2025-06-21 15:36:07,372 - INFO - 成功获取股票 sh600598 数据: 北大荒
+2025-06-21 15:36:08,017 - INFO - 成功获取股票 sh603609 数据: 禾丰股份
+2025-06-21 15:36:08,628 - INFO - 成功获取股票 bj831087 数据: 秋乐种业
+2025-06-21 15:36:09,256 - INFO - 成功获取股票 sh603363 数据: 傲农生物
+2025-06-21 15:36:09,902 - INFO - 成功获取股票 sh603336 数据: 宏辉果蔬
+2025-06-21 15:36:10,522 - INFO - 成功获取股票 sh600354 数据: 敦煌种业
+2025-06-21 15:36:11,151 - INFO - 成功获取股票 sz002385 数据: 大北农
+2025-06-21 15:36:11,778 - INFO - 成功获取股票 sz000048 数据: 京基智农
+2025-06-21 15:36:12,405 - INFO - 成功获取股票 sh600251 数据: 冠农股份
+2025-06-21 15:36:13,051 - INFO - 成功获取股票 sz002321 数据: 华英农业
+2025-06-21 15:36:13,691 - INFO - 成功获取股票 sz000505 数据: 京粮控股
+2025-06-21 15:36:14,339 - INFO - 成功获取股票 sz001366 数据: 播恩集团
+2025-06-21 15:36:14,982 - INFO - 成功获取股票 sz002772 数据: 众兴菌业
+2025-06-21 15:36:15,609 - INFO - 成功获取股票 sz002041 数据: 登海种业
+2025-06-21 15:36:16,230 - INFO - 成功获取股票 sh600127 数据: 金健米业
+2025-06-21 15:36:16,868 - INFO - 成功获取股票 sz002548 数据: 金新农
+2025-06-21 15:36:17,535 - INFO - 成功获取股票 sh605296 数据: 神农集团
+2025-06-21 15:36:18,165 - INFO - 成功获取股票 sh600359 数据: 新农开发
+2025-06-21 15:36:18,800 - INFO - 成功获取股票 sh601952 数据: 苏垦农发
+2025-06-21 15:36:19,420 - INFO - 成功获取股票 sh600975 数据: 新五丰
+2025-06-21 15:36:20,048 - INFO - 成功获取股票 sz300505 数据: 川金诺
+2025-06-21 15:36:20,656 - INFO - 成功获取股票 sh600141 数据: XD兴发集
+2025-06-21 15:36:21,293 - INFO - 成功获取股票 sz000893 数据: 亚钾国际
+2025-06-21 15:36:21,929 - INFO - 成功获取股票 sh600691 数据: 阳煤化工
+2025-06-21 15:36:22,552 - INFO - 成功获取股票 sh600470 数据: 六国化工
+2025-06-21 15:36:23,163 - INFO - 成功获取股票 sh000912 数据: 300消费
+2025-06-21 15:36:23,785 - INFO - 成功获取股票 sz000408 数据: 藏格矿业
+2025-06-21 15:36:24,410 - INFO - 成功获取股票 sz000902 数据: 新洋丰
+2025-06-21 15:36:25,040 - INFO - 成功获取股票 sz002539 数据: 云图控股
+2025-06-21 15:36:25,662 - INFO - 成功获取股票 sz002599 数据: 盛通股份
+2025-06-21 15:36:26,277 - INFO - 成功获取股票 sz002545 数据: 东方铁塔
+2025-06-21 15:36:26,919 - INFO - 成功获取股票 sz300387 数据: 富邦科技
+2025-06-21 15:36:27,548 - INFO - 成功获取股票 sz002274 数据: 华昌化工
+2025-06-21 15:36:28,226 - INFO - 成功获取股票 sz002470 数据: 金正大
+2025-06-21 15:36:28,895 - INFO - 成功获取股票 sz002538 数据: 司尔特
+2025-06-21 15:36:29,536 - INFO - 成功获取股票 sz000731 数据: 四川美丰
+2025-06-21 15:36:30,195 - INFO - 成功获取股票 sh600078 数据: 澄星股份
+2025-06-21 15:36:30,841 - INFO - 成功获取股票 sh600227 数据: 赤天化
+2025-06-21 15:36:31,481 - INFO - 成功获取股票 sh603395 数据: 红四方
+2025-06-21 15:36:32,103 - INFO - 成功获取股票 sz002588 数据: 史丹利
+2025-06-21 15:36:32,718 - INFO - 成功获取股票 sz000422 数据: 湖北宜化
+2025-06-21 15:36:33,345 - INFO - 成功获取股票 sz002556 数据: 辉隆股份
+2025-06-21 15:36:33,987 - INFO - 成功获取股票 sz002312 数据: 川发龙蟒
+2025-06-21 15:36:34,620 - INFO - 成功获取股票 sz002170 数据: 芭田股份
+2025-06-21 15:36:35,398 - INFO - 成功获取股票 sz000792 数据: 盐湖股份
+2025-06-21 15:36:36,082 - INFO - 成功获取股票 sh600096 数据: 云天化
+2025-06-21 15:36:36,825 - INFO - 成功获取股票 sz001231 数据: 农心科技
+2025-06-21 15:36:37,477 - INFO - 成功获取股票 sz002731 数据: 萃华珠宝
+2025-06-21 15:36:38,171 - INFO - 成功获取股票 sz200553 数据: 安道麦B
+2025-06-21 15:36:38,800 - INFO - 成功获取股票 sh603810 数据: 丰山集团
+2025-06-21 15:36:39,426 - INFO - 成功获取股票 sh603970 数据: 中农立华
+2025-06-21 15:36:40,052 - INFO - 成功获取股票 sz301035 数据: 润丰股份
+2025-06-21 15:36:40,695 - INFO - 成功获取股票 sz002868 数据: *ST绿康
+2025-06-21 15:36:41,349 - INFO - 成功获取股票 sz003042 数据: 中农联合
+2025-06-21 15:36:42,004 - INFO - 成功获取股票 sz002391 数据: 长青股份
+2025-06-21 15:36:42,614 - INFO - 成功获取股票 bj870866 数据: 绿亨科技
+2025-06-21 15:36:43,269 - INFO - 成功获取股票 sz301665 数据: 泰禾股份
+2025-06-21 15:36:43,934 - INFO - 成功获取股票 sh600486 数据: 扬农化工
+2025-06-21 15:36:44,435 - INFO - 本次采集完成，共获取 67 只股票数据
+2025-06-21 15:36:44,441 - INFO - 插入股票 sz300189 数据
+2025-06-21 15:36:44,444 - INFO - 插入股票 sz000713 数据
+2025-06-21 15:36:44,445 - INFO - 插入股票 sh600313 数据
+2025-06-21 15:36:44,447 - INFO - 插入股票 bj837403 数据
+2025-06-21 15:36:44,449 - INFO - 插入股票 sz200505 数据
+2025-06-21 15:36:44,450 - INFO - 插入股票 sz300268 数据
+2025-06-21 15:36:44,452 - INFO - 插入股票 sz000930 数据
+2025-06-21 15:36:44,454 - INFO - 插入股票 sz002299 数据
+2025-06-21 15:36:44,455 - INFO - 插入股票 sh600371 数据
+2025-06-21 15:36:44,458 - INFO - 插入股票 sh600598 数据
+2025-06-21 15:36:44,460 - INFO - 插入股票 sh603609 数据
+2025-06-21 15:36:44,462 - INFO - 插入股票 bj831087 数据
+2025-06-21 15:36:44,463 - INFO - 插入股票 sh603363 数据
+2025-06-21 15:36:44,465 - INFO - 插入股票 sh603336 数据
+2025-06-21 15:36:44,467 - INFO - 插入股票 sh600354 数据
+2025-06-21 15:36:44,468 - INFO - 插入股票 sz002385 数据
+2025-06-21 15:36:44,470 - INFO - 插入股票 sz000048 数据
+2025-06-21 15:36:44,471 - INFO - 插入股票 sh600251 数据
+2025-06-21 15:36:44,473 - INFO - 插入股票 sz002321 数据
+2025-06-21 15:36:44,475 - INFO - 插入股票 sz000505 数据
+2025-06-21 15:36:44,477 - INFO - 插入股票 sz001366 数据
+2025-06-21 15:36:44,478 - INFO - 插入股票 sz002772 数据
+2025-06-21 15:36:44,479 - INFO - 插入股票 sz002041 数据
+2025-06-21 15:36:44,481 - INFO - 插入股票 sh600127 数据
+2025-06-21 15:36:44,482 - INFO - 插入股票 sz002548 数据
+2025-06-21 15:36:44,484 - INFO - 插入股票 sh605296 数据
+2025-06-21 15:36:44,485 - INFO - 插入股票 sh600359 数据
+2025-06-21 15:36:44,487 - INFO - 插入股票 sh601952 数据
+2025-06-21 15:36:44,489 - INFO - 插入股票 sh600975 数据
+2025-06-21 15:36:44,492 - INFO - 插入股票 sz300505 数据
+2025-06-21 15:36:44,493 - INFO - 插入股票 sh600141 数据
+2025-06-21 15:36:44,495 - INFO - 插入股票 sz000893 数据
+2025-06-21 15:36:44,497 - INFO - 插入股票 sh600691 数据
+2025-06-21 15:36:44,498 - INFO - 插入股票 sh600470 数据
+2025-06-21 15:36:44,500 - INFO - 插入股票 sh000912 数据
+2025-06-21 15:36:44,501 - INFO - 插入股票 sz000408 数据
+2025-06-21 15:36:44,503 - INFO - 插入股票 sz000902 数据
+2025-06-21 15:36:44,505 - INFO - 插入股票 sz002539 数据
+2025-06-21 15:36:44,508 - INFO - 插入股票 sz002599 数据
+2025-06-21 15:36:44,510 - INFO - 插入股票 sz002545 数据
+2025-06-21 15:36:44,511 - INFO - 插入股票 sz300387 数据
+2025-06-21 15:36:44,512 - INFO - 插入股票 sz002274 数据
+2025-06-21 15:36:44,514 - INFO - 插入股票 sz002470 数据
+2025-06-21 15:36:44,515 - INFO - 插入股票 sz002538 数据
+2025-06-21 15:36:44,516 - INFO - 插入股票 sz000731 数据
+2025-06-21 15:36:44,518 - INFO - 插入股票 sh600078 数据
+2025-06-21 15:36:44,519 - INFO - 插入股票 sh600227 数据
+2025-06-21 15:36:44,521 - INFO - 插入股票 sh603395 数据
+2025-06-21 15:36:44,525 - INFO - 插入股票 sz002588 数据
+2025-06-21 15:36:44,527 - INFO - 插入股票 sz000422 数据
+2025-06-21 15:36:44,528 - INFO - 插入股票 sz002556 数据
+2025-06-21 15:36:44,529 - INFO - 插入股票 sz002312 数据
+2025-06-21 15:36:44,531 - INFO - 插入股票 sz002170 数据
+2025-06-21 15:36:44,532 - INFO - 插入股票 sz000792 数据
+2025-06-21 15:36:44,533 - INFO - 插入股票 sh600096 数据
+2025-06-21 15:36:44,535 - INFO - 插入股票 sz001231 数据
+2025-06-21 15:36:44,536 - INFO - 插入股票 sz002731 数据
+2025-06-21 15:36:44,538 - INFO - 插入股票 sz200553 数据
+2025-06-21 15:36:44,539 - INFO - 插入股票 sh603810 数据
+2025-06-21 15:36:44,542 - INFO - 插入股票 sh603970 数据
+2025-06-21 15:36:44,543 - INFO - 插入股票 sz301035 数据
+2025-06-21 15:36:44,544 - INFO - 插入股票 sz002868 数据
+2025-06-21 15:36:44,546 - INFO - 插入股票 sz003042 数据
+2025-06-21 15:36:44,548 - INFO - 插入股票 sz002391 数据
+2025-06-21 15:36:44,549 - INFO - 插入股票 bj870866 数据
+2025-06-21 15:36:44,551 - INFO - 插入股票 sz301665 数据
+2025-06-21 15:36:44,552 - INFO - 插入股票 sh600486 数据
+2025-06-21 15:36:44,560 - INFO - 成功处理 67 条股票数据到数据库
+2025-06-21 15:36:44,561 - INFO - 数据采集完成，共处理 67 只股票
+2025-06-21 15:41:01,678 - INFO - 开始执行股票数据采集...
+2025-06-21 15:41:01,809 - INFO - 成功获取股票 sz300189 数据: 神农种业
+2025-06-21 15:41:02,450 - INFO - 成功获取股票 sz000713 数据: 丰乐种业
+2025-06-21 15:41:03,074 - INFO - 成功获取股票 sh600313 数据: 农发种业
+2025-06-21 15:41:03,715 - INFO - 成功获取股票 bj837403 数据: 康农种业
+2025-06-21 15:41:04,319 - INFO - 成功获取股票 sz200505 数据: 京粮B
+2025-06-21 15:41:04,974 - INFO - 成功获取股票 sz300268 数据: *ST佳沃
+2025-06-21 15:41:05,643 - INFO - 成功获取股票 sz000930 数据: 中粮科技
+2025-06-21 15:41:06,253 - INFO - 成功获取股票 sz002299 数据: 圣农发展
+2025-06-21 15:41:06,890 - INFO - 成功获取股票 sh600371 数据: 万向德农
+2025-06-21 15:41:07,544 - INFO - 成功获取股票 sh600598 数据: 北大荒
+2025-06-21 15:41:08,146 - INFO - 成功获取股票 sh603609 数据: 禾丰股份
+2025-06-21 15:41:08,770 - INFO - 成功获取股票 bj831087 数据: 秋乐种业
+2025-06-21 15:41:09,463 - INFO - 成功获取股票 sh603363 数据: 傲农生物
+2025-06-21 15:41:10,093 - INFO - 成功获取股票 sh603336 数据: 宏辉果蔬
+2025-06-21 15:41:10,706 - INFO - 成功获取股票 sh600354 数据: 敦煌种业
+2025-06-21 15:41:11,321 - INFO - 成功获取股票 sz002385 数据: 大北农
+2025-06-21 15:41:11,942 - INFO - 成功获取股票 sz000048 数据: 京基智农
+2025-06-21 15:41:12,568 - INFO - 成功获取股票 sh600251 数据: 冠农股份
+2025-06-21 15:41:13,209 - INFO - 成功获取股票 sz002321 数据: 华英农业
+2025-06-21 15:41:13,856 - INFO - 成功获取股票 sz000505 数据: 京粮控股
+2025-06-21 15:41:14,498 - INFO - 成功获取股票 sz001366 数据: 播恩集团
+2025-06-21 15:41:15,142 - INFO - 成功获取股票 sz002772 数据: 众兴菌业
+2025-06-21 15:41:15,772 - INFO - 成功获取股票 sz002041 数据: 登海种业
+2025-06-21 15:41:16,397 - INFO - 成功获取股票 sh600127 数据: 金健米业
+2025-06-21 15:41:17,021 - INFO - 成功获取股票 sz002548 数据: 金新农
+2025-06-21 15:41:17,690 - INFO - 成功获取股票 sh605296 数据: 神农集团
+2025-06-21 15:41:18,303 - INFO - 成功获取股票 sh600359 数据: 新农开发
+2025-06-21 15:41:18,982 - INFO - 成功获取股票 sh601952 数据: 苏垦农发
+2025-06-21 15:41:19,628 - INFO - 成功获取股票 sh600975 数据: 新五丰
+2025-06-21 15:41:20,376 - INFO - 成功获取股票 sz300505 数据: 川金诺
+2025-06-21 15:41:21,043 - INFO - 成功获取股票 sh600141 数据: XD兴发集
+2025-06-21 15:41:21,717 - INFO - 成功获取股票 sz000893 数据: 亚钾国际
+2025-06-21 15:41:22,348 - INFO - 成功获取股票 sh600691 数据: 阳煤化工
+2025-06-21 15:41:22,966 - INFO - 成功获取股票 sh600470 数据: 六国化工
+2025-06-21 15:41:23,560 - INFO - 成功获取股票 sh000912 数据: 300消费
+2025-06-21 15:41:24,163 - INFO - 成功获取股票 sz000408 数据: 藏格矿业
+2025-06-21 15:41:24,808 - INFO - 成功获取股票 sz000902 数据: 新洋丰
+2025-06-21 15:41:25,419 - INFO - 成功获取股票 sz002539 数据: 云图控股
+2025-06-21 15:41:26,020 - INFO - 成功获取股票 sz002599 数据: 盛通股份
+2025-06-21 15:41:26,659 - INFO - 成功获取股票 sz002545 数据: 东方铁塔
+2025-06-21 15:41:27,268 - INFO - 成功获取股票 sz300387 数据: 富邦科技
+2025-06-21 15:41:27,895 - INFO - 成功获取股票 sz002274 数据: 华昌化工
+2025-06-21 15:41:28,586 - INFO - 成功获取股票 sz002470 数据: 金正大
+2025-06-21 15:41:29,220 - INFO - 成功获取股票 sz002538 数据: 司尔特
+2025-06-21 15:41:29,827 - INFO - 成功获取股票 sz000731 数据: 四川美丰
+2025-06-21 15:41:30,450 - INFO - 成功获取股票 sh600078 数据: 澄星股份
+2025-06-21 15:41:31,072 - INFO - 成功获取股票 sh600227 数据: 赤天化
+2025-06-21 15:41:31,702 - INFO - 成功获取股票 sh603395 数据: 红四方
+2025-06-21 15:41:32,314 - INFO - 成功获取股票 sz002588 数据: 史丹利
+2025-06-21 15:41:32,932 - INFO - 成功获取股票 sz000422 数据: 湖北宜化
+2025-06-21 15:41:33,617 - INFO - 成功获取股票 sz002556 数据: 辉隆股份
+2025-06-21 15:41:34,222 - INFO - 成功获取股票 sz002312 数据: 川发龙蟒
+2025-06-21 15:41:34,849 - INFO - 成功获取股票 sz002170 数据: 芭田股份
+2025-06-21 15:41:35,524 - INFO - 成功获取股票 sz000792 数据: 盐湖股份
+2025-06-21 15:41:36,171 - INFO - 成功获取股票 sh600096 数据: 云天化
+2025-06-21 15:41:36,830 - INFO - 成功获取股票 sz001231 数据: 农心科技
+2025-06-21 15:41:37,517 - INFO - 成功获取股票 sz002731 数据: 萃华珠宝
+2025-06-21 15:41:38,138 - INFO - 成功获取股票 sz200553 数据: 安道麦B
+2025-06-21 15:41:38,815 - INFO - 成功获取股票 sh603810 数据: 丰山集团
+2025-06-21 15:41:39,439 - INFO - 成功获取股票 sh603970 数据: 中农立华
+2025-06-21 15:41:40,102 - INFO - 成功获取股票 sz301035 数据: 润丰股份
+2025-06-21 15:41:40,710 - INFO - 成功获取股票 sz002868 数据: *ST绿康
+2025-06-21 15:41:41,316 - INFO - 成功获取股票 sz003042 数据: 中农联合
+2025-06-21 15:41:41,943 - INFO - 成功获取股票 sz002391 数据: 长青股份
+2025-06-21 15:41:42,554 - INFO - 成功获取股票 bj870866 数据: 绿亨科技
+2025-06-21 15:41:43,174 - INFO - 成功获取股票 sz301665 数据: 泰禾股份
+2025-06-21 15:41:43,774 - INFO - 成功获取股票 sh600486 数据: 扬农化工
+2025-06-21 15:41:44,275 - INFO - 本次采集完成，共获取 67 只股票数据
+2025-06-21 15:41:44,279 - INFO - 更新股票 sz300189 数据
+2025-06-21 15:41:44,282 - INFO - 更新股票 sz000713 数据
+2025-06-21 15:41:44,284 - INFO - 更新股票 sh600313 数据
+2025-06-21 15:41:44,286 - INFO - 更新股票 bj837403 数据
+2025-06-21 15:41:44,289 - INFO - 更新股票 sz200505 数据
+2025-06-21 15:41:44,291 - INFO - 更新股票 sz300268 数据
+2025-06-21 15:41:44,293 - INFO - 更新股票 sz000930 数据
+2025-06-21 15:41:44,295 - INFO - 更新股票 sz002299 数据
+2025-06-21 15:41:44,298 - INFO - 更新股票 sh600371 数据
+2025-06-21 15:41:44,300 - INFO - 更新股票 sh600598 数据
+2025-06-21 15:41:44,302 - INFO - 更新股票 sh603609 数据
+2025-06-21 15:41:44,306 - INFO - 更新股票 bj831087 数据
+2025-06-21 15:41:44,308 - INFO - 更新股票 sh603363 数据
+2025-06-21 15:41:44,310 - INFO - 更新股票 sh603336 数据
+2025-06-21 15:41:44,313 - INFO - 更新股票 sh600354 数据
+2025-06-21 15:41:44,315 - INFO - 更新股票 sz002385 数据
+2025-06-21 15:41:44,318 - INFO - 更新股票 sz000048 数据
+2025-06-21 15:41:44,321 - INFO - 更新股票 sh600251 数据
+2025-06-21 15:41:44,323 - INFO - 更新股票 sz002321 数据
+2025-06-21 15:41:44,324 - INFO - 更新股票 sz000505 数据
+2025-06-21 15:41:44,326 - INFO - 更新股票 sz001366 数据
+2025-06-21 15:41:44,330 - INFO - 更新股票 sz002772 数据
+2025-06-21 15:41:44,332 - INFO - 更新股票 sz002041 数据
+2025-06-21 15:41:44,333 - INFO - 更新股票 sh600127 数据
+2025-06-21 15:41:44,336 - INFO - 更新股票 sz002548 数据
+2025-06-21 15:41:44,337 - INFO - 更新股票 sh605296 数据
+2025-06-21 15:41:44,339 - INFO - 更新股票 sh600359 数据
+2025-06-21 15:41:44,341 - INFO - 更新股票 sh601952 数据
+2025-06-21 15:41:44,343 - INFO - 更新股票 sh600975 数据
+2025-06-21 15:41:44,346 - INFO - 更新股票 sz300505 数据
+2025-06-21 15:41:44,348 - INFO - 更新股票 sh600141 数据
+2025-06-21 15:41:44,351 - INFO - 更新股票 sz000893 数据
+2025-06-21 15:41:44,353 - INFO - 更新股票 sh600691 数据
+2025-06-21 15:41:44,355 - INFO - 更新股票 sh600470 数据
+2025-06-21 15:41:44,357 - INFO - 更新股票 sh000912 数据
+2025-06-21 15:41:44,359 - INFO - 更新股票 sz000408 数据
+2025-06-21 15:41:44,362 - INFO - 更新股票 sz000902 数据
+2025-06-21 15:41:44,364 - INFO - 更新股票 sz002539 数据
+2025-06-21 15:41:44,366 - INFO - 更新股票 sz002599 数据
+2025-06-21 15:41:44,369 - INFO - 更新股票 sz002545 数据
+2025-06-21 15:41:44,371 - INFO - 更新股票 sz300387 数据
+2025-06-21 15:41:44,373 - INFO - 更新股票 sz002274 数据
+2025-06-21 15:41:44,375 - INFO - 更新股票 sz002470 数据
+2025-06-21 15:41:44,377 - INFO - 更新股票 sz002538 数据
+2025-06-21 15:41:44,379 - INFO - 更新股票 sz000731 数据
+2025-06-21 15:41:44,382 - INFO - 更新股票 sh600078 数据
+2025-06-21 15:41:44,385 - INFO - 更新股票 sh600227 数据
+2025-06-21 15:41:44,388 - INFO - 更新股票 sh603395 数据
+2025-06-21 15:41:44,390 - INFO - 更新股票 sz002588 数据
+2025-06-21 15:41:44,393 - INFO - 更新股票 sz000422 数据
+2025-06-21 15:41:44,396 - INFO - 更新股票 sz002556 数据
+2025-06-21 15:41:44,399 - INFO - 更新股票 sz002312 数据
+2025-06-21 15:41:44,401 - INFO - 更新股票 sz002170 数据
+2025-06-21 15:41:44,404 - INFO - 更新股票 sz000792 数据
+2025-06-21 15:41:44,406 - INFO - 更新股票 sh600096 数据
+2025-06-21 15:41:44,408 - INFO - 更新股票 sz001231 数据
+2025-06-21 15:41:44,410 - INFO - 更新股票 sz002731 数据
+2025-06-21 15:41:44,413 - INFO - 更新股票 sz200553 数据
+2025-06-21 15:41:44,415 - INFO - 更新股票 sh603810 数据
+2025-06-21 15:41:44,418 - INFO - 更新股票 sh603970 数据
+2025-06-21 15:41:44,420 - INFO - 更新股票 sz301035 数据
+2025-06-21 15:41:44,421 - INFO - 更新股票 sz002868 数据
+2025-06-21 15:41:44,423 - INFO - 更新股票 sz003042 数据
+2025-06-21 15:41:44,424 - INFO - 更新股票 sz002391 数据
+2025-06-21 15:41:44,426 - INFO - 更新股票 bj870866 数据
+2025-06-21 15:41:44,429 - INFO - 更新股票 sz301665 数据
+2025-06-21 15:41:44,432 - INFO - 更新股票 sh600486 数据
+2025-06-21 15:41:44,438 - INFO - 成功处理 67 条股票数据到数据库
+2025-06-21 15:41:44,439 - INFO - 数据采集完成，共处理 67 只股票
+2025-06-21 15:43:59,960 - INFO - 收到停止信号，正在关闭...
+2025-06-21 15:43:59,961 - INFO - 股票数据采集器已停止
diff --git a/frontend/src/App.vue b/frontend/src/App.vue
index 5cf05c1..9687d79 100644
--- a/frontend/src/App.vue
+++ b/frontend/src/App.vue
@@ -34,14 +34,9 @@
             </el-menu-item>
             
             <el-menu-item index="/market-analysis">
-              <el-icon><Pie /></el-icon>
+              <el-icon><DataBoard /></el-icon>
               <span>市场分析</span>
             </el-menu-item>
-            
-            <el-menu-item index="/health">
-              <el-icon><Monitor /></el-icon>
-              <span>系统监控</span>
-            </el-menu-item>
           </el-menu>
         </div>
 
diff --git a/frontend/src/api/stock.js b/frontend/src/api/stock.js
index 6e2e2a2..c83eec1 100644
--- a/frontend/src/api/stock.js
+++ b/frontend/src/api/stock.js
@@ -77,6 +77,14 @@ export function getStockPrediction(stockCode, days = 7) {
   })
 }
 
+// 获取股票详情
+export function getStockDetail(stockCode) {
+  return request({
+    url: `/api/stock/detail/${stockCode}`,
+    method: 'get'
+  })
+}
+
 // 搜索股票
 export function searchStocks(keyword) {
   return request({
diff --git a/frontend/src/router/index.js b/frontend/src/router/index.js
index 35f37bd..c438cf5 100644
--- a/frontend/src/router/index.js
+++ b/frontend/src/router/index.js
@@ -1,10 +1,12 @@
 import { createRouter, createWebHistory } from 'vue-router'
 import Dashboard from '@/views/Dashboard.vue'
-import HealthCheck from '@/views/HealthCheck.vue'
 import Rankings from '@/views/Rankings.vue'
 import StockSearch from '@/views/StockSearch.vue'
 import StockDetail from '@/views/StockDetail.vue'
 import MarketAnalysis from '@/views/MarketAnalysis.vue'
+import StockDetailView from '@/views/StockDetailView.vue'
+import StockTrendView from '@/views/StockTrendView.vue'
+import StockPredictionView from '@/views/StockPredictionView.vue'
 
 const routes = [
   {
@@ -31,29 +33,29 @@ const routes = [
     component: StockDetail,
     meta: { title: '股票详情' }
   },
+  {
+    path: '/stock/:stockCode/detail',
+    name: 'StockDetailView',
+    component: StockDetailView,
+    meta: { title: '股票详情分析' }
+  },
   {
     path: '/stock/:stockCode/trend',
-    name: 'StockTrend',
-    component: StockDetail,
-    meta: { title: '股票趋势' }
+    name: 'StockTrendView',
+    component: StockTrendView,
+    meta: { title: '股票趋势分析' }
   },
   {
     path: '/stock/:stockCode/prediction',
-    name: 'StockPrediction',
-    component: StockDetail,
-    meta: { title: '股票预测' }
+    name: 'StockPredictionView',
+    component: StockPredictionView,
+    meta: { title: '股票预测分析' }
   },
   {
     path: '/market-analysis',
     name: 'MarketAnalysis',
     component: MarketAnalysis,
     meta: { title: '市场分析' }
-  },
-  {
-    path: '/health',
-    name: 'HealthCheck',
-    component: HealthCheck,
-    meta: { title: '健康检查' }
   }
 ]
 
diff --git a/frontend/src/views/Dashboard.vue b/frontend/src/views/Dashboard.vue
index 11cc925..4477014 100644
--- a/frontend/src/views/Dashboard.vue
+++ b/frontend/src/views/Dashboard.vue
@@ -94,7 +94,7 @@
 
     <!-- 快速导航 -->
     <el-row :gutter="20" class="quick-nav-section">
-      <el-col :span="6">
+      <el-col :span="8">
         <el-card class="nav-card" @click="navigateTo('/search')">
           <div class="nav-content">
             <div class="nav-icon search">
@@ -107,7 +107,7 @@
           </div>
         </el-card>
       </el-col>
-      <el-col :span="6">
+      <el-col :span="8">
         <el-card class="nav-card" @click="navigateTo('/rankings')">
           <div class="nav-content">
             <div class="nav-icon rankings">
@@ -120,11 +120,11 @@
           </div>
         </el-card>
       </el-col>
-      <el-col :span="6">
+      <el-col :span="8">
         <el-card class="nav-card" @click="navigateTo('/market-analysis')">
           <div class="nav-content">
             <div class="nav-icon analysis">
-              <el-icon><Pie /></el-icon>
+              <el-icon><DataBoard /></el-icon>
             </div>
             <div class="nav-text">
               <h3>市场分析</h3>
@@ -133,32 +133,15 @@
           </div>
         </el-card>
       </el-col>
-      <el-col :span="6">
-        <el-card class="nav-card" @click="navigateTo('/health')">
-          <div class="nav-content">
-            <div class="nav-icon health">
-              <el-icon><Monitor /></el-icon>
-            </div>
-            <div class="nav-text">
-              <h3>系统监控</h3>
-              <p>系统健康状态检查</p>
-            </div>
-          </div>
-        </el-card>
-      </el-col>
     </el-row>
 
-    <!-- 数据表格 -->
+    <!-- 市场分析数据表格 -->
     <el-row>
       <el-col :span="24">
         <el-card class="table-card">
           <template #header>
             <div class="card-header">
               <span>最新市场分析数据</span>
-              <el-button type="success" size="small" @click="runSparkAnalysis">
-                <el-icon><Lightning /></el-icon>
-                运行Spark分析
-              </el-button>
             </div>
           </template>
           <el-table :data="recentData" style="width: 100%">
@@ -203,7 +186,7 @@
 import { ref, onMounted, nextTick } from 'vue'
 import * as echarts from 'echarts'
 import { getLatestMarketAnalysis, getRecentMarketAnalysis } from '@/api/market'
-import { getMarketAnalysis, getRealtimeStockData } from '@/api/stock'
+import { getMarketAnalysis } from '@/api/stock'
 import { ElMessage } from 'element-plus'
 import { useRouter } from 'vue-router'
 
@@ -215,6 +198,7 @@ export default {
     const recentData = ref([])
     const loading = ref(false)
 
+
     // 加载最新市场数据
     const loadLatestData = async () => {
       try {
@@ -245,6 +229,8 @@ export default {
       }
     }
 
+
+
     // 初始化饼图
     const initPieChart = async () => {
       await nextTick()
@@ -336,6 +322,8 @@ export default {
       return (num / 10000).toFixed(1)
     }
 
+
+
     // 刷新数据
     const refreshData = () => {
       loadLatestData()
@@ -347,19 +335,13 @@ export default {
       loadRecentData()
     }
 
-    // 模拟运行Spark分析
-    const runSparkAnalysis = () => {
-      ElMessage.success('Spark分析任务已提交，请稍候查看结果')
-      setTimeout(() => {
-        refreshData()
-      }, 2000)
-    }
-
     // 导航到指定页面
     const navigateTo = (path) => {
       router.push(path)
     }
 
+
+
     onMounted(() => {
       loadLatestData()
       loadRecentData()
@@ -371,7 +353,6 @@ export default {
       loading,
       refreshData,
       loadTrendData,
-      runSparkAnalysis,
       formatNumber,
       navigateTo
     }
diff --git a/frontend/src/views/HealthCheck.vue b/frontend/src/views/HealthCheck.vue
deleted file mode 100644
index ff6e6a6..0000000
--- a/frontend/src/views/HealthCheck.vue
+++ /dev/null
@@ -1,108 +0,0 @@
-<template>
-  <div class="health-check">
-    <el-card>
-      <template #header>
-        <div class="card-header">
-          <span>系统健康检查</span>
-          <el-tag type="success">运行正常</el-tag>
-        </div>
-      </template>
-      
-      <el-descriptions :column="2" border>
-        <el-descriptions-item label="前端状态">
-          <el-tag type="success">正常运行</el-tag>
-        </el-descriptions-item>
-        <el-descriptions-item label="端口">3000</el-descriptions-item>
-        <el-descriptions-item label="Vue版本">{{ vueVersion }}</el-descriptions-item>
-        <el-descriptions-item label="Element Plus">已加载</el-descriptions-item>
-        <el-descriptions-item label="路由">{{ routerReady ? '已配置' : '未配置' }}</el-descriptions-item>
-        <el-descriptions-item label="状态管理">{{ storeReady ? '已配置' : '未配置' }}</el-descriptions-item>
-      </el-descriptions>
-
-      <div style="margin-top: 20px;">
-        <el-button type="primary" @click="testApi">测试API连接</el-button>
-        <el-button type="success" @click="testStyles">测试样式变量</el-button>
-      </div>
-
-      <div v-if="apiStatus" style="margin-top: 15px;">
-        <el-alert :title="apiStatus.title" :type="apiStatus.type" show-icon />
-      </div>
-    </el-card>
-  </div>
-</template>
-
-<script>
-import { ref, onMounted } from 'vue'
-import { useRouter, useRoute } from 'vue-router'
-import { useStore } from 'vuex'
-import { ElMessage } from 'element-plus'
-import { version } from 'vue'
-
-export default {
-  name: 'HealthCheck',
-  setup() {
-    const router = useRouter()
-    const route = useRoute()
-    const store = useStore()
-    const apiStatus = ref(null)
-
-    const vueVersion = ref(version)
-    const routerReady = ref(!!router)
-    const storeReady = ref(!!store)
-
-    const testApi = async () => {
-      try {
-        const response = await fetch('/api/health')
-        if (response.ok) {
-          apiStatus.value = {
-            title: 'API连接成功',
-            type: 'success'
-          }
-        } else {
-          apiStatus.value = {
-            title: 'API连接失败',
-            type: 'error'
-          }
-        }
-      } catch (error) {
-        apiStatus.value = {
-          title: `API连接错误: ${error.message}`,
-          type: 'warning'
-        }
-      }
-    }
-
-    const testStyles = () => {
-      ElMessage.success('SCSS变量加载正常！')
-    }
-
-    onMounted(() => {
-      console.log('健康检查页面已加载')
-    })
-
-    return {
-      vueVersion,
-      routerReady,
-      storeReady,
-      apiStatus,
-      testApi,
-      testStyles
-    }
-  }
-}
-</script>
-
-<style lang="scss" scoped>
-@import "@/styles/variables.scss";
-
-.health-check {
-  padding: 20px;
-  background-color: $bg-color-page;
-}
-
-.card-header {
-  display: flex;
-  justify-content: space-between;
-  align-items: center;
-}
-</style> 
\ No newline at end of file
diff --git a/frontend/src/views/StockDetail.vue b/frontend/src/views/StockDetail.vue
index 390068d..24ce033 100644
--- a/frontend/src/views/StockDetail.vue
+++ b/frontend/src/views/StockDetail.vue
@@ -28,7 +28,7 @@
             </div>
             <div class="price-change" :class="{ 'positive': stockInfo.changePercent >= 0, 'negative': stockInfo.changePercent < 0 }">
               {{ stockInfo.changePercent >= 0 ? '+' : '' }}{{ stockInfo.changePercent?.toFixed(2) }}%
-              ({{ stockInfo.changePercent >= 0 ? '+' : '' }}{{ stockInfo.changeAmount?.toFixed(2) }})
+              ({{ stockInfo.changeAmount?.toFixed(2) }})
             </div>
           </div>
           <div class="stock-metrics">
@@ -195,7 +195,7 @@
 <script>
 import { ref, onMounted, nextTick } from 'vue'
 import { useRoute, useRouter } from 'vue-router'
-import { getStockHistory, getStockTrend, getStockPrediction, searchStocks } from '@/api/stock'
+import { getStockHistory, getStockTrend, getStockPrediction, searchStocks, getStockDetail } from '@/api/stock'
 import { ElMessage } from 'element-plus'
 import * as echarts from 'echarts'
 
@@ -222,12 +222,41 @@ export default {
     // 加载股票基本信息
     const loadStockInfo = async () => {
       try {
-        const response = await searchStocks(stockCode.value)
-        if (response.data && response.data.length > 0) {
-          stockInfo.value = response.data[0]
+        // 优先使用详情API
+        const detailResponse = await getStockDetail(stockCode.value)
+        if (detailResponse.data) {
+          stockInfo.value = {
+            stockCode: detailResponse.data.stockCode,
+            stockName: detailResponse.data.stockName,
+            currentPrice: detailResponse.data.closePrice,
+            changePercent: detailResponse.data.changePercent,
+            changeAmount: detailResponse.data.changeAmount,
+            volume: detailResponse.data.volume,
+            marketCap: detailResponse.data.marketCap,
+            highPrice: detailResponse.data.highPrice,
+            lowPrice: detailResponse.data.lowPrice
+          }
+        } else {
+          // 如果详情API无数据，尝试搜索API
+          const searchResponse = await searchStocks(stockCode.value)
+          if (searchResponse.data && searchResponse.data.length > 0) {
+            const stockData = searchResponse.data[0]
+            stockInfo.value = {
+              stockCode: stockData.stockCode,
+              stockName: stockData.stockName,
+              currentPrice: stockData.closePrice,
+              changePercent: stockData.changePercent,
+              changeAmount: stockData.changeAmount,
+              volume: stockData.volume,
+              marketCap: stockData.marketCap,
+              highPrice: stockData.highPrice,
+              lowPrice: stockData.lowPrice
+            }
+          }
         }
       } catch (error) {
         console.error('加载股票信息失败:', error)
+        ElMessage.error('加载股票信息失败')
       }
     }
 
@@ -296,52 +325,117 @@ export default {
     // 初始化价格图表
     const initPriceChart = async () => {
       const chartDom = document.getElementById('price-chart')
-      if (!chartDom || historyData.value.length === 0) return
+      if (!chartDom) return
       
       const myChart = echarts.init(chartDom)
-      const dates = historyData.value.map(item => item.timestamp?.split('T')[0] || item.date)
-      const prices = historyData.value.map(item => item.currentPrice)
+      
+      if (historyData.value.length === 0) {
+        // 如果没有数据，显示空状态
+        const option = {
+          title: {
+            text: '暂无历史数据',
+            left: 'center',
+            top: 'center',
+            textStyle: {
+              color: '#999',
+              fontSize: 16
+            }
+          }
+        }
+        myChart.setOption(option)
+        return
+      }
+      
+      // 处理日期格式
+      const dates = historyData.value.map(item => {
+        if (item.tradeDate) {
+          const date = new Date(item.tradeDate)
+          return date.toISOString().split('T')[0]
+        }
+        return item.timestamp?.split('T')[0] || item.date || '未知日期'
+      })
+      
+      // 处理价格数据
+      const prices = historyData.value.map(item => {
+        return item.closePrice || item.currentPrice || 0
+      })
       
       const option = {
         title: {
-          text: '价格走势',
-          left: 'center'
+          text: '历史价格走势',
+          left: 'left',
+          textStyle: {
+            fontSize: 16,
+            color: '#303133'
+          }
         },
         tooltip: {
           trigger: 'axis',
           formatter: (params) => {
             const dataIndex = params[0].dataIndex
             const data = historyData.value[dataIndex]
+            const price = data.closePrice || data.currentPrice || 0
+            const changePercent = data.changePercent || 0
+            const volume = data.volume || 0
+            
             return `
-              <div>
-                <p>日期: ${dates[dataIndex]}</p>
-                <p>价格: ¥${data.currentPrice?.toFixed(2)}</p>
-                <p>涨跌幅: ${data.changePercent?.toFixed(2)}%</p>
-                <p>成交量: ${formatVolume(data.volume)}</p>
+              <div style="padding: 10px;">
+                <p><strong>日期:</strong> ${dates[dataIndex]}</p>
+                <p><strong>收盘价:</strong> ¥${price.toFixed(2)}</p>
+                <p><strong>涨跌幅:</strong> ${changePercent.toFixed(2)}%</p>
+                <p><strong>成交量:</strong> ${formatVolume(volume)}</p>
               </div>
             `
           }
         },
+        grid: {
+          left: '3%',
+          right: '4%',
+          bottom: '3%',
+          top: '15%',
+          containLabel: true
+        },
         xAxis: {
           type: 'category',
-          data: dates
+          data: dates,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
         },
         yAxis: {
           type: 'value',
           name: '价格(¥)',
-          scale: true
+          scale: true,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          },
+          splitLine: {
+            show: true,
+            lineStyle: {
+              color: '#E6E8EB'
+            }
+          }
         },
         series: [
           {
             data: prices,
             type: 'line',
             smooth: true,
+            symbol: 'circle',
+            symbolSize: 4,
             lineStyle: {
               color: '#409EFF',
               width: 2
             },
             areaStyle: {
               color: 'rgba(64, 158, 255, 0.1)'
+            },
+            itemStyle: {
+              color: '#409EFF'
             }
           }
         ]
@@ -352,30 +446,89 @@ export default {
     // 初始化趋势图表
     const initTrendChart = async () => {
       const chartDom = document.getElementById('trend-chart')
-      if (!chartDom || !trendData.value.priceHistory) return
+      if (!chartDom) return
       
       const myChart = echarts.init(chartDom)
+      
+      if (!trendData.value || !trendData.value.priceHistory || trendData.value.priceHistory.length === 0) {
+        // 如果没有趋势数据，显示空状态
+        const option = {
+          title: {
+            text: '暂无趋势数据',
+            left: 'center',
+            top: 'center',
+            textStyle: {
+              color: '#999',
+              fontSize: 14
+            }
+          }
+        }
+        myChart.setOption(option)
+        return
+      }
+      
       const data = trendData.value.priceHistory || []
-      const dates = data.map(item => item.date)
-      const prices = data.map(item => item.price)
-      const ma5 = data.map(item => item.ma5)
-      const ma20 = data.map(item => item.ma20)
+      const dates = data.map(item => {
+        if (item.date) return item.date
+        if (item.tradeDate) {
+          const date = new Date(item.tradeDate)
+          return date.toISOString().split('T')[0]
+        }
+        return '未知日期'
+      })
+      const prices = data.map(item => item.price || item.closePrice || 0)
+      const ma5 = data.map(item => item.ma5 || null)
+      const ma20 = data.map(item => item.ma20 || null)
       
       const option = {
         tooltip: {
-          trigger: 'axis'
+          trigger: 'axis',
+          formatter: (params) => {
+            let result = `<div style="padding: 10px;"><strong>${params[0].axisValue}</strong><br/>`
+            params.forEach(param => {
+              if (param.value !== null) {
+                result += `<span style="color: ${param.color};">●</span> ${param.seriesName}: ¥${param.value.toFixed(2)}<br/>`
+              }
+            })
+            result += '</div>'
+            return result
+          }
         },
         legend: {
-          data: ['股价', 'MA5', 'MA20']
+          data: ['股价', 'MA5', 'MA20'],
+          top: 10
+        },
+        grid: {
+          left: '3%',
+          right: '4%',
+          bottom: '3%',
+          top: '15%',
+          containLabel: true
         },
         xAxis: {
           type: 'category',
-          data: dates
+          data: dates,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
         },
         yAxis: {
           type: 'value',
           name: '价格(¥)',
-          scale: true
+          scale: true,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          },
+          splitLine: {
+            show: true,
+            lineStyle: {
+              color: '#E6E8EB'
+            }
+          }
         },
         series: [
           {
@@ -383,21 +536,28 @@ export default {
             data: prices,
             type: 'line',
             smooth: true,
-            lineStyle: { color: '#409EFF' }
+            symbol: 'circle',
+            symbolSize: 4,
+            lineStyle: { color: '#409EFF', width: 2 },
+            itemStyle: { color: '#409EFF' }
           },
           {
             name: 'MA5',
             data: ma5,
             type: 'line',
             smooth: true,
-            lineStyle: { color: '#67C23A' }
+            symbol: 'none',
+            lineStyle: { color: '#67C23A', width: 1 },
+            itemStyle: { color: '#67C23A' }
           },
           {
             name: 'MA20',
             data: ma20,
             type: 'line',
             smooth: true,
-            lineStyle: { color: '#E6A23C' }
+            symbol: 'none',
+            lineStyle: { color: '#E6A23C', width: 1 },
+            itemStyle: { color: '#E6A23C' }
           }
         ]
       }
@@ -407,17 +567,47 @@ export default {
     // 初始化预测图表
     const initPredictionChart = async () => {
       const chartDom = document.getElementById('prediction-chart')
-      if (!chartDom || predictionData.value.length === 0) return
+      if (!chartDom) return
       
       const myChart = echarts.init(chartDom)
       
+      if (predictionData.value.length === 0) {
+        // 如果没有预测数据，显示空状态
+        const option = {
+          title: {
+            text: '暂无预测数据，请点击"生成预测"按钮',
+            left: 'center',
+            top: 'center',
+            textStyle: {
+              color: '#999',
+              fontSize: 14
+            }
+          }
+        }
+        myChart.setOption(option)
+        return
+      }
+      
       // 历史数据（最近10天）
-      const historyDates = historyData.value.slice(-10).map(item => item.timestamp?.split('T')[0] || item.date)
-      const historyPrices = historyData.value.slice(-10).map(item => item.currentPrice)
+      const historySlice = historyData.value.slice(-10)
+      const historyDates = historySlice.map(item => {
+        if (item.tradeDate) {
+          const date = new Date(item.tradeDate)
+          return date.toISOString().split('T')[0]
+        }
+        return item.timestamp?.split('T')[0] || item.date || '历史'
+      })
+      const historyPrices = historySlice.map(item => item.closePrice || item.currentPrice || 0)
       
       // 预测数据
-      const predictionDates = predictionData.value.map(item => item.timestamp?.split('T')[0] || item.date)
-      const predictionPrices = predictionData.value.map(item => item.currentPrice)
+      const predictionDates = predictionData.value.map(item => {
+        if (item.tradeDate) {
+          const date = new Date(item.tradeDate)
+          return date.toISOString().split('T')[0]
+        }
+        return item.timestamp?.split('T')[0] || item.date || '预测'
+      })
+      const predictionPrices = predictionData.value.map(item => item.closePrice || item.currentPrice || 0)
       
       const allDates = [...historyDates, ...predictionDates]
       const historySeries = [...historyPrices, ...new Array(predictionDates.length).fill(null)]
@@ -425,23 +615,61 @@ export default {
       
       const option = {
         title: {
-          text: '股价预测',
-          left: 'center'
+          text: '股价预测分析',
+          left: 'left',
+          textStyle: {
+            fontSize: 16,
+            color: '#303133'
+          }
         },
         tooltip: {
-          trigger: 'axis'
+          trigger: 'axis',
+          formatter: (params) => {
+            let result = `<div style="padding: 10px;"><strong>${params[0].axisValue}</strong><br/>`
+            params.forEach(param => {
+              if (param.value !== null) {
+                result += `<span style="color: ${param.color};">●</span> ${param.seriesName}: ¥${param.value.toFixed(2)}<br/>`
+              }
+            })
+            result += '</div>'
+            return result
+          }
         },
         legend: {
-          data: ['历史价格', '预测价格']
+          data: ['历史价格', '预测价格'],
+          top: 30
+        },
+        grid: {
+          left: '3%',
+          right: '4%',
+          bottom: '3%',
+          top: '20%',
+          containLabel: true
         },
         xAxis: {
           type: 'category',
-          data: allDates
+          data: allDates,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
         },
         yAxis: {
           type: 'value',
           name: '价格(¥)',
-          scale: true
+          scale: true,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          },
+          splitLine: {
+            show: true,
+            lineStyle: {
+              color: '#E6E8EB'
+            }
+          }
         },
         series: [
           {
@@ -449,19 +677,26 @@ export default {
             data: historySeries,
             type: 'line',
             smooth: true,
-            lineStyle: { color: '#409EFF' },
-            areaStyle: { color: 'rgba(64, 158, 255, 0.1)' }
+            symbol: 'circle',
+            symbolSize: 4,
+            lineStyle: { color: '#409EFF', width: 2 },
+            areaStyle: { color: 'rgba(64, 158, 255, 0.1)' },
+            itemStyle: { color: '#409EFF' }
           },
           {
             name: '预测价格',
             data: predictionSeries,
             type: 'line',
             smooth: true,
+            symbol: 'diamond',
+            symbolSize: 5,
             lineStyle: { 
               color: '#F56C6C',
-              type: 'dashed'
+              type: 'dashed',
+              width: 2
             },
-            areaStyle: { color: 'rgba(245, 108, 108, 0.1)' }
+            areaStyle: { color: 'rgba(245, 108, 108, 0.1)' },
+            itemStyle: { color: '#F56C6C' }
           }
         ]
       }
@@ -502,24 +737,32 @@ export default {
     // 预测统计
     const getPredictionMax = () => {
       if (predictionData.value.length === 0) return '0.00'
-      return Math.max(...predictionData.value.map(item => item.currentPrice)).toFixed(2)
+      const prices = predictionData.value.map(item => item.closePrice || item.currentPrice || 0)
+      return Math.max(...prices).toFixed(2)
     }
 
     const getPredictionMin = () => {
       if (predictionData.value.length === 0) return '0.00'
-      return Math.min(...predictionData.value.map(item => item.currentPrice)).toFixed(2)
+      const prices = predictionData.value.map(item => item.closePrice || item.currentPrice || 0)
+      return Math.min(...prices).toFixed(2)
     }
 
     const getPredictionAvg = () => {
       if (predictionData.value.length === 0) return '0.00'
-      const avg = predictionData.value.reduce((sum, item) => sum + item.currentPrice, 0) / predictionData.value.length
+      const prices = predictionData.value.map(item => item.closePrice || item.currentPrice || 0)
+      const avg = prices.reduce((sum, price) => sum + price, 0) / prices.length
       return avg.toFixed(2)
     }
 
     const getPredictionReturn = () => {
       if (predictionData.value.length === 0 || !stockInfo.value.currentPrice) return 0
       const lastPrediction = predictionData.value[predictionData.value.length - 1]
-      const returnRate = ((lastPrediction.currentPrice - stockInfo.value.currentPrice) / stockInfo.value.currentPrice) * 100
+      const lastPrice = lastPrediction.closePrice || lastPrediction.currentPrice || 0
+      const currentPrice = stockInfo.value.currentPrice || 0
+      
+      if (currentPrice === 0) return 0
+      
+      const returnRate = ((lastPrice - currentPrice) / currentPrice) * 100
       return returnRate.toFixed(2)
     }
 
diff --git a/frontend/src/views/StockDetailView.vue b/frontend/src/views/StockDetailView.vue
new file mode 100644
index 0000000..b6568ae
--- /dev/null
+++ b/frontend/src/views/StockDetailView.vue
@@ -0,0 +1,606 @@
+<template>
+  <div class="stock-detail-view">
+    <!-- 页面标题 -->
+    <div class="page-header">
+      <div class="stock-info">
+        <h1>{{ stockInfo.stockName || stockCode }}</h1>
+        <p class="stock-code">{{ stockCode }}</p>
+      </div>
+      <div class="action-buttons">
+        <el-button @click="goBack">
+          <el-icon><ArrowLeft /></el-icon>
+          返回
+        </el-button>
+        <el-button type="primary" @click="refreshData" :loading="loading">
+          <el-icon><Refresh /></el-icon>
+          刷新
+        </el-button>
+      </div>
+    </div>
+
+    <!-- 股票基本信息 -->
+    <el-row :gutter="20" class="stock-overview">
+      <el-col :span="8">
+        <el-card class="price-card">
+          <div class="price-section">
+            <div class="current-price">
+              ¥{{ stockInfo.closePrice?.toFixed(2) || '0.00' }}
+            </div>
+            <div class="price-change" :class="getPriceChangeClass()">
+              <el-icon v-if="stockInfo.changePercent > 0"><CaretTop /></el-icon>
+              <el-icon v-else-if="stockInfo.changePercent < 0"><CaretBottom /></el-icon>
+              <el-icon v-else><Minus /></el-icon>
+              {{ formatChangePercent(stockInfo.changePercent) }}%
+              ({{ formatChangeAmount(stockInfo.changeAmount) }})
+            </div>
+          </div>
+        </el-card>
+      </el-col>
+      <el-col :span="16">
+        <el-card class="metrics-card">
+          <el-row :gutter="20">
+            <el-col :span="6">
+              <div class="metric-item">
+                <div class="metric-label">开盘价</div>
+                <div class="metric-value">¥{{ stockInfo.openPrice?.toFixed(2) || '--' }}</div>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="metric-item">
+                <div class="metric-label">最高价</div>
+                <div class="metric-value">¥{{ stockInfo.highPrice?.toFixed(2) || '--' }}</div>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="metric-item">
+                <div class="metric-label">最低价</div>
+                <div class="metric-value">¥{{ stockInfo.lowPrice?.toFixed(2) || '--' }}</div>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="metric-item">
+                <div class="metric-label">昨收价</div>
+                <div class="metric-value">¥{{ stockInfo.preClosePrice?.toFixed(2) || '--' }}</div>
+              </div>
+            </el-col>
+          </el-row>
+          <el-row :gutter="20" style="margin-top: 20px;">
+            <el-col :span="6">
+              <div class="metric-item">
+                <div class="metric-label">成交量</div>
+                <div class="metric-value">{{ formatVolume(stockInfo.volume) }}</div>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="metric-item">
+                <div class="metric-label">成交额</div>
+                <div class="metric-value">{{ formatTurnover(stockInfo.turnover) }}</div>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="metric-item">
+                <div class="metric-label">市值</div>
+                <div class="metric-value">{{ formatMarketCap(stockInfo.marketCap) }}</div>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="metric-item">
+                <div class="metric-label">换手率</div>
+                <div class="metric-value">{{ stockInfo.turnoverRate?.toFixed(2) || '--' }}%</div>
+              </div>
+            </el-col>
+          </el-row>
+        </el-card>
+      </el-col>
+    </el-row>
+
+    <!-- 分时图 -->
+    <el-row :gutter="20" class="chart-section">
+      <el-col :span="24">
+        <el-card class="chart-card">
+          <template #header>
+            <div class="card-header">
+              <span>实时分时图</span>
+              <div class="chart-controls">
+                <el-button-group size="small">
+                  <el-button :type="chartType === 'minute' ? 'primary' : ''" @click="changeChartType('minute')">
+                    分时
+                  </el-button>
+                  <el-button :type="chartType === 'kline' ? 'primary' : ''" @click="changeChartType('kline')">
+                    K线
+                  </el-button>
+                </el-button-group>
+              </div>
+            </div>
+          </template>
+          <div id="detail-chart" style="height: 500px;" v-loading="chartLoading"></div>
+        </el-card>
+      </el-col>
+    </el-row>
+
+    <!-- 详细信息表格 -->
+    <el-row>
+      <el-col :span="24">
+        <el-card class="info-card">
+          <template #header>
+            <span>详细信息</span>
+          </template>
+          <el-descriptions :column="3" border>
+            <el-descriptions-item label="股票代码">{{ stockInfo.stockCode }}</el-descriptions-item>
+            <el-descriptions-item label="股票名称">{{ stockInfo.stockName }}</el-descriptions-item>
+            <el-descriptions-item label="交易日期">{{ formatDate(stockInfo.tradeDate) }}</el-descriptions-item>
+            <el-descriptions-item label="开盘价">¥{{ stockInfo.openPrice?.toFixed(2) || '--' }}</el-descriptions-item>
+            <el-descriptions-item label="收盘价">¥{{ stockInfo.closePrice?.toFixed(2) || '--' }}</el-descriptions-item>
+            <el-descriptions-item label="最高价">¥{{ stockInfo.highPrice?.toFixed(2) || '--' }}</el-descriptions-item>
+            <el-descriptions-item label="最低价">¥{{ stockInfo.lowPrice?.toFixed(2) || '--' }}</el-descriptions-item>
+            <el-descriptions-item label="昨收价">¥{{ stockInfo.preClosePrice?.toFixed(2) || '--' }}</el-descriptions-item>
+            <el-descriptions-item label="涨跌额">{{ formatChangeAmount(stockInfo.changeAmount) }}</el-descriptions-item>
+            <el-descriptions-item label="涨跌幅">{{ formatChangePercent(stockInfo.changePercent) }}%</el-descriptions-item>
+            <el-descriptions-item label="成交量">{{ formatVolume(stockInfo.volume) }}</el-descriptions-item>
+            <el-descriptions-item label="成交额">{{ formatTurnover(stockInfo.turnover) }}</el-descriptions-item>
+            <el-descriptions-item label="总市值">{{ formatMarketCap(stockInfo.marketCap) }}</el-descriptions-item>
+            <el-descriptions-item label="流通市值">{{ formatMarketCap(stockInfo.circulationMarketCap) }}</el-descriptions-item>
+            <el-descriptions-item label="换手率">{{ stockInfo.turnoverRate?.toFixed(2) || '--' }}%</el-descriptions-item>
+          </el-descriptions>
+        </el-card>
+      </el-col>
+    </el-row>
+  </div>
+</template>
+
+<script>
+import { ref, onMounted, nextTick } from 'vue'
+import { useRoute, useRouter } from 'vue-router'
+import { getStockDetail } from '@/api/stock'
+import { ElMessage } from 'element-plus'
+import * as echarts from 'echarts'
+
+export default {
+  name: 'StockDetailView',
+  setup() {
+    const route = useRoute()
+    const router = useRouter()
+    const stockCode = ref(route.params.stockCode)
+    
+    const stockInfo = ref({})
+    const loading = ref(false)
+    const chartLoading = ref(false)
+    const chartType = ref('minute')
+    
+    // 加载股票详情
+    const loadStockDetail = async () => {
+      try {
+        loading.value = true
+        const response = await getStockDetail(stockCode.value)
+        if (response.code === 200 && response.data) {
+          stockInfo.value = response.data
+          await nextTick()
+          initChart()
+        } else {
+          ElMessage.error(response.message || '获取股票详情失败')
+        }
+      } catch (error) {
+        console.error('获取股票详情失败:', error)
+        ElMessage.error('获取股票详情失败')
+      } finally {
+        loading.value = false
+      }
+    }
+    
+    // 初始化图表
+    const initChart = async () => {
+      await nextTick()
+      const chartDom = document.getElementById('detail-chart')
+      if (!chartDom) return
+      
+      const myChart = echarts.init(chartDom)
+      
+      if (chartType.value === 'minute') {
+        initMinuteChart(myChart)
+      } else {
+        initKLineChart(myChart)
+      }
+    }
+    
+    // 初始化分时图
+    const initMinuteChart = (chart) => {
+      const option = {
+        title: {
+          text: `${stockInfo.value.stockName}(${stockInfo.value.stockCode})`,
+          left: 'left'
+        },
+        tooltip: {
+          trigger: 'axis',
+          axisPointer: {
+            type: 'cross'
+          }
+        },
+        grid: {
+          left: '3%',
+          right: '4%',
+          bottom: '3%',
+          containLabel: true
+        },
+        xAxis: {
+          type: 'category',
+          data: generateTimeData(),
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
+        },
+        yAxis: {
+          type: 'value',
+          scale: true,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          },
+          splitLine: {
+            show: true,
+            lineStyle: {
+              color: '#E6E8EB'
+            }
+          }
+        },
+        series: [
+          {
+            name: '价格',
+            type: 'line',
+            data: generatePriceData(),
+            smooth: true,
+            lineStyle: {
+              color: stockInfo.value.changePercent >= 0 ? '#f56c6c' : '#67c23a'
+            },
+            areaStyle: {
+              color: {
+                type: 'linear',
+                x: 0,
+                y: 0,
+                x2: 0,
+                y2: 1,
+                colorStops: [{
+                  offset: 0,
+                  color: stockInfo.value.changePercent >= 0 ? 'rgba(245, 108, 108, 0.3)' : 'rgba(103, 194, 58, 0.3)'
+                }, {
+                  offset: 1,
+                  color: stockInfo.value.changePercent >= 0 ? 'rgba(245, 108, 108, 0.1)' : 'rgba(103, 194, 58, 0.1)'
+                }]
+              }
+            }
+          }
+        ]
+      }
+      chart.setOption(option)
+    }
+    
+    // 初始化K线图
+    const initKLineChart = (chart) => {
+      const option = {
+        title: {
+          text: `${stockInfo.value.stockName}(${stockInfo.value.stockCode}) K线图`,
+          left: 'left'
+        },
+        tooltip: {
+          trigger: 'axis',
+          axisPointer: {
+            type: 'cross'
+          }
+        },
+        grid: {
+          left: '3%',
+          right: '4%',
+          bottom: '15%',
+          containLabel: true
+        },
+        xAxis: {
+          type: 'category',
+          data: generateDateData(),
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
+        },
+        yAxis: {
+          type: 'value',
+          scale: true,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
+        },
+        series: [
+          {
+            name: 'K线',
+            type: 'candlestick',
+            data: generateKLineData(),
+            itemStyle: {
+              color: '#f56c6c',
+              color0: '#67c23a',
+              borderColor: '#f56c6c',
+              borderColor0: '#67c23a'
+            }
+          }
+        ]
+      }
+      chart.setOption(option)
+    }
+    
+    // 生成模拟时间数据
+    const generateTimeData = () => {
+      const times = []
+      for (let i = 9; i <= 15; i++) {
+        for (let j = 0; j < 60; j += 5) {
+          if (i === 9 && j < 30) continue
+          if (i === 15 && j > 0) break
+          if (i === 11 && j >= 30) continue
+          if (i === 12) continue
+          if (i === 13 && j === 0) continue
+          times.push(`${i.toString().padStart(2, '0')}:${j.toString().padStart(2, '0')}`)
+        }
+      }
+      return times
+    }
+    
+    // 生成模拟价格数据
+    const generatePriceData = () => {
+      const basePrice = stockInfo.value.closePrice || 10
+      const data = []
+      const times = generateTimeData()
+      
+      for (let i = 0; i < times.length; i++) {
+        const fluctuation = (Math.random() - 0.5) * 0.1
+        const price = basePrice * (1 + fluctuation)
+        data.push(price.toFixed(2))
+      }
+      return data
+    }
+    
+    // 生成模拟日期数据
+    const generateDateData = () => {
+      const dates = []
+      const today = new Date()
+      for (let i = 29; i >= 0; i--) {
+        const date = new Date(today)
+        date.setDate(date.getDate() - i)
+        dates.push(date.toISOString().split('T')[0])
+      }
+      return dates
+    }
+    
+    // 生成模拟K线数据
+    const generateKLineData = () => {
+      const basePrice = stockInfo.value.closePrice || 10
+      const data = []
+      let currentPrice = basePrice
+      
+      for (let i = 0; i < 30; i++) {
+        const change = (Math.random() - 0.5) * 0.2
+        const open = currentPrice
+        const close = currentPrice * (1 + change)
+        const high = Math.max(open, close) * (1 + Math.random() * 0.05)
+        const low = Math.min(open, close) * (1 - Math.random() * 0.05)
+        
+        data.push([open.toFixed(2), close.toFixed(2), low.toFixed(2), high.toFixed(2)])
+        currentPrice = close
+      }
+      return data
+    }
+    
+    // 切换图表类型
+    const changeChartType = (type) => {
+      chartType.value = type
+      initChart()
+    }
+    
+    // 刷新数据
+    const refreshData = () => {
+      loadStockDetail()
+    }
+    
+    // 返回
+    const goBack = () => {
+      router.go(-1)
+    }
+    
+    // 格式化函数
+    const getPriceChangeClass = () => {
+      if (!stockInfo.value.changePercent) return ''
+      return stockInfo.value.changePercent > 0 ? 'positive' : stockInfo.value.changePercent < 0 ? 'negative' : ''
+    }
+    
+    const formatChangePercent = (value) => {
+      if (!value) return '0.00'
+      return (value > 0 ? '+' : '') + value.toFixed(2)
+    }
+    
+    const formatChangeAmount = (value) => {
+      if (!value) return '0.00'
+      return (value > 0 ? '+' : '') + value.toFixed(2)
+    }
+    
+    const formatVolume = (volume) => {
+      if (!volume) return '0'
+      if (volume >= 100000000) {
+        return (volume / 100000000).toFixed(2) + '亿'
+      } else if (volume >= 10000) {
+        return (volume / 10000).toFixed(2) + '万'
+      }
+      return volume.toString()
+    }
+    
+    const formatTurnover = (turnover) => {
+      if (!turnover) return '0'
+      if (turnover >= 100000000) {
+        return (turnover / 100000000).toFixed(2) + '亿元'
+      } else if (turnover >= 10000) {
+        return (turnover / 10000).toFixed(2) + '万元'
+      }
+      return turnover.toFixed(2) + '元'
+    }
+    
+    const formatMarketCap = (marketCap) => {
+      if (!marketCap) return '0'
+      if (marketCap >= 100000000) {
+        return (marketCap / 100000000).toFixed(2) + '亿元'
+      } else if (marketCap >= 10000) {
+        return (marketCap / 10000).toFixed(2) + '万元'
+      }
+      return marketCap.toFixed(2) + '元'
+    }
+    
+    const formatDate = (date) => {
+      if (!date) return '--'
+      return new Date(date).toLocaleDateString()
+    }
+    
+    onMounted(() => {
+      loadStockDetail()
+    })
+    
+    return {
+      stockCode,
+      stockInfo,
+      loading,
+      chartLoading,
+      chartType,
+      loadStockDetail,
+      changeChartType,
+      refreshData,
+      goBack,
+      getPriceChangeClass,
+      formatChangePercent,
+      formatChangeAmount,
+      formatVolume,
+      formatTurnover,
+      formatMarketCap,
+      formatDate
+    }
+  }
+}
+</script>
+
+<style lang="scss" scoped>
+.stock-detail-view {
+  padding: 20px;
+  background-color: #f5f7fa;
+  min-height: 100vh;
+}
+
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 20px;
+  
+  .stock-info {
+    h1 {
+      margin: 0;
+      color: #303133;
+      font-size: 24px;
+    }
+    
+    .stock-code {
+      margin: 5px 0 0 0;
+      color: #909399;
+      font-size: 14px;
+    }
+  }
+  
+  .action-buttons {
+    display: flex;
+    gap: 10px;
+  }
+}
+
+.stock-overview {
+  margin-bottom: 20px;
+}
+
+.price-card {
+  .price-section {
+    text-align: center;
+    padding: 20px;
+    
+    .current-price {
+      font-size: 36px;
+      font-weight: bold;
+      color: #303133;
+      margin-bottom: 10px;
+    }
+    
+    .price-change {
+      font-size: 16px;
+      display: flex;
+      align-items: center;
+      justify-content: center;
+      gap: 5px;
+      
+      &.positive {
+        color: #f56c6c;
+      }
+      
+      &.negative {
+        color: #67c23a;
+      }
+    }
+  }
+}
+
+.metrics-card {
+  .metric-item {
+    text-align: center;
+    
+    .metric-label {
+      font-size: 12px;
+      color: #909399;
+      margin-bottom: 5px;
+    }
+    
+    .metric-value {
+      font-size: 16px;
+      font-weight: 500;
+      color: #303133;
+    }
+  }
+}
+
+.chart-section {
+  margin-bottom: 20px;
+}
+
+.chart-card, .info-card {
+  border: none;
+  border-radius: 8px;
+  box-shadow: 0 2px 12px 0 rgba(0, 0, 0, 0.1);
+}
+
+.card-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  
+  span {
+    font-weight: 600;
+    color: #303133;
+  }
+}
+
+.chart-controls {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+}
+
+:deep(.el-descriptions__label) {
+  font-weight: 600;
+}
+
+:deep(.el-descriptions__content) {
+  color: #303133;
+}
+</style> 
\ No newline at end of file
diff --git a/frontend/src/views/StockPredictionView.vue b/frontend/src/views/StockPredictionView.vue
new file mode 100644
index 0000000..b60bbcb
--- /dev/null
+++ b/frontend/src/views/StockPredictionView.vue
@@ -0,0 +1,795 @@
+<template>
+  <div class="stock-prediction-view">
+    <!-- 页面标题 -->
+    <div class="page-header">
+      <div class="stock-info">
+        <h1>{{ stockCode }} - 股票预测分析</h1>
+        <p class="stock-code">预测模型基于历史数据和技术指标</p>
+      </div>
+      <div class="action-buttons">
+        <el-button @click="goBack">
+          <el-icon><ArrowLeft /></el-icon>
+          返回
+        </el-button>
+        <el-button type="primary" @click="generatePrediction" :loading="loading">
+          <el-icon><Refresh /></el-icon>
+          生成预测
+        </el-button>
+      </div>
+    </div>
+
+    <!-- 预测配置 -->
+    <el-row :gutter="20" class="prediction-config">
+      <el-col :span="24">
+        <el-card class="config-card">
+          <template #header>
+            <span>预测配置</span>
+          </template>
+          <el-row :gutter="20">
+            <el-col :span="6">
+              <div class="config-item">
+                <label>预测天数:</label>
+                <el-select v-model="predictionDays" @change="generatePrediction" style="width: 100%;">
+                  <el-option label="3天" :value="3" />
+                  <el-option label="7天" :value="7" />
+                  <el-option label="15天" :value="15" />
+                  <el-option label="30天" :value="30" />
+                </el-select>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="config-item">
+                <label>预测模型:</label>
+                <el-select v-model="predictionModel" style="width: 100%;">
+                  <el-option label="线性回归" value="linear" />
+                  <el-option label="移动平均" value="ma" />
+                  <el-option label="ARIMA" value="arima" />
+                  <el-option label="神经网络" value="nn" />
+                </el-select>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="config-item">
+                <label>置信区间:</label>
+                <el-select v-model="confidenceLevel" style="width: 100%;">
+                  <el-option label="90%" value="0.9" />
+                  <el-option label="95%" value="0.95" />
+                  <el-option label="99%" value="0.99" />
+                </el-select>
+              </div>
+            </el-col>
+            <el-col :span="6">
+              <div class="config-item">
+                <label>历史数据:</label>
+                <el-select v-model="historyDays" style="width: 100%;">
+                  <el-option label="30天" :value="30" />
+                  <el-option label="60天" :value="60" />
+                  <el-option label="90天" :value="90" />
+                  <el-option label="180天" :value="180" />
+                </el-select>
+              </div>
+            </el-col>
+          </el-row>
+        </el-card>
+      </el-col>
+    </el-row>
+
+    <!-- 预测结果概览 -->
+    <el-row :gutter="20" class="prediction-overview" v-if="predictionData.length > 0">
+      <el-col :span="6">
+        <el-card class="prediction-card">
+          <div class="prediction-info">
+            <div class="prediction-value positive">¥{{ getPredictionMax() }}</div>
+            <div class="prediction-subtitle">预测最高价</div>
+          </div>
+        </el-card>
+      </el-col>
+      <el-col :span="6">
+        <el-card class="prediction-card">
+          <div class="prediction-info">
+            <div class="prediction-value negative">¥{{ getPredictionMin() }}</div>
+            <div class="prediction-subtitle">预测最低价</div>
+          </div>
+        </el-card>
+      </el-col>
+      <el-col :span="6">
+        <el-card class="prediction-card">
+          <div class="prediction-info">
+            <div class="prediction-value">¥{{ getPredictionAvg() }}</div>
+            <div class="prediction-subtitle">平均预测价</div>
+          </div>
+        </el-card>
+      </el-col>
+      <el-col :span="6">
+        <el-card class="prediction-card">
+          <div class="prediction-info">
+            <div class="prediction-value" :class="{ 'positive': getPredictionReturn() > 0, 'negative': getPredictionReturn() < 0 }">
+              {{ formatChangePercent(getPredictionReturn()) }}%
+            </div>
+            <div class="prediction-subtitle">预期收益率</div>
+          </div>
+        </el-card>
+      </el-col>
+    </el-row>
+
+    <!-- 预测图表 -->
+    <el-row :gutter="20" class="chart-section">
+      <el-col :span="16">
+        <el-card class="chart-card">
+          <template #header>
+            <div class="card-header">
+              <span>价格预测图</span>
+              <div class="chart-controls">
+                <el-switch
+                  v-model="showConfidenceInterval"
+                  @change="updateChart"
+                  active-text="显示置信区间"
+                  inactive-text="隐藏置信区间"
+                />
+              </div>
+            </div>
+          </template>
+          <div id="prediction-chart" style="height: 500px;" v-loading="chartLoading"></div>
+        </el-card>
+      </el-col>
+      <el-col :span="8">
+        <el-card class="analysis-card">
+          <template #header>
+            <span>预测分析</span>
+          </template>
+          <div class="analysis-content">
+            <div class="analysis-item">
+              <div class="analysis-label">预测准确度</div>
+              <div class="analysis-value">
+                <el-progress :percentage="predictionAccuracy" :color="getAccuracyColor()" />
+                <span class="accuracy-text">{{ predictionAccuracy }}%</span>
+              </div>
+            </div>
+            <div class="analysis-item">
+              <div class="analysis-label">风险等级</div>
+              <div class="analysis-value">
+                <el-tag :type="getRiskTagType()">{{ getRiskLevel() }}</el-tag>
+              </div>
+            </div>
+            <div class="analysis-item">
+              <div class="analysis-label">投资建议</div>
+              <div class="analysis-value">
+                <el-tag :type="getRecommendationTagType()">{{ getRecommendation() }}</el-tag>
+              </div>
+            </div>
+            <div class="analysis-item">
+              <div class="analysis-label">支撑位</div>
+              <div class="analysis-value">¥{{ getSupportLevel() }}</div>
+            </div>
+            <div class="analysis-item">
+              <div class="analysis-label">阻力位</div>
+              <div class="analysis-value">¥{{ getResistanceLevel() }}</div>
+            </div>
+            <div class="analysis-item">
+              <div class="analysis-label">波动率</div>
+              <div class="analysis-value">{{ getVolatility() }}%</div>
+            </div>
+          </div>
+        </el-card>
+      </el-col>
+    </el-row>
+
+    <!-- 预测数据表格 -->
+    <el-row>
+      <el-col :span="24">
+        <el-card class="table-card">
+          <template #header>
+            <span>预测数据详情</span>
+          </template>
+          <el-table :data="predictionTableData" style="width: 100%" v-loading="loading">
+            <el-table-column prop="date" label="预测日期" width="120">
+              <template #default="scope">
+                {{ formatDate(scope.row.date) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="predictedPrice" label="预测价格" width="120">
+              <template #default="scope">
+                ¥{{ scope.row.predictedPrice?.toFixed(2) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="lowerBound" label="下限价格" width="120">
+              <template #default="scope">
+                ¥{{ scope.row.lowerBound?.toFixed(2) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="upperBound" label="上限价格" width="120">
+              <template #default="scope">
+                ¥{{ scope.row.upperBound?.toFixed(2) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="changePercent" label="预测涨跌幅" width="120">
+              <template #default="scope">
+                <span :class="{ 'positive': scope.row.changePercent > 0, 'negative': scope.row.changePercent < 0 }">
+                  {{ formatChangePercent(scope.row.changePercent) }}%
+                </span>
+              </template>
+            </el-table-column>
+            <el-table-column prop="confidence" label="置信度" width="100">
+              <template #default="scope">
+                {{ (scope.row.confidence * 100).toFixed(1) }}%
+              </template>
+            </el-table-column>
+            <el-table-column prop="riskLevel" label="风险等级" width="100">
+              <template #default="scope">
+                <el-tag :type="getRiskTagTypeByLevel(scope.row.riskLevel)" size="small">
+                  {{ scope.row.riskLevel }}
+                </el-tag>
+              </template>
+            </el-table-column>
+          </el-table>
+        </el-card>
+      </el-col>
+    </el-row>
+  </div>
+</template>
+
+<script>
+import { ref, onMounted, nextTick } from 'vue'
+import { useRoute, useRouter } from 'vue-router'
+import { getStockPrediction, getStockDetail } from '@/api/stock'
+import { ElMessage } from 'element-plus'
+import * as echarts from 'echarts'
+
+export default {
+  name: 'StockPredictionView',
+  setup() {
+    const route = useRoute()
+    const router = useRouter()
+    const stockCode = ref(route.params.stockCode)
+    
+    const predictionData = ref([])
+    const predictionTableData = ref([])
+    const loading = ref(false)
+    const chartLoading = ref(false)
+    
+    // 配置参数
+    const predictionDays = ref(7)
+    const predictionModel = ref('linear')
+    const confidenceLevel = ref('0.95')
+    const historyDays = ref(60)
+    const showConfidenceInterval = ref(true)
+    
+    // 预测分析结果
+    const predictionAccuracy = ref(85)
+    const currentPrice = ref(0)
+    
+    // 生成预测数据
+    const generatePrediction = async () => {
+      try {
+        loading.value = true
+        chartLoading.value = true
+        
+        // 获取当前价格
+        const detailResponse = await getStockDetail(stockCode.value)
+        if (detailResponse.code === 200 && detailResponse.data) {
+          currentPrice.value = detailResponse.data.closePrice || 10
+        }
+        
+        // 获取预测数据（这里使用模拟数据，实际应该调用预测API）
+        const response = await getStockPrediction(stockCode.value, predictionDays.value)
+        
+        // 生成模拟预测数据
+        const mockPredictionData = generateMockPredictionData()
+        predictionData.value = mockPredictionData
+        predictionTableData.value = generateTableData(mockPredictionData)
+        
+        await nextTick()
+        initPredictionChart()
+        
+        ElMessage.success('预测数据生成成功')
+      } catch (error) {
+        console.error('生成预测数据失败:', error)
+        ElMessage.error('生成预测数据失败')
+      } finally {
+        loading.value = false
+        chartLoading.value = false
+      }
+    }
+    
+    // 生成模拟预测数据
+    const generateMockPredictionData = () => {
+      const data = []
+      let basePrice = currentPrice.value
+      const today = new Date()
+      
+      for (let i = 1; i <= predictionDays.value; i++) {
+        const date = new Date(today)
+        date.setDate(date.getDate() + i)
+        
+        // 模拟价格波动
+        const trend = (Math.random() - 0.5) * 0.1 // -5% 到 +5%
+        const noise = (Math.random() - 0.5) * 0.05 // 噪声
+        const predictedPrice = basePrice * (1 + trend + noise)
+        
+        // 置信区间
+        const volatility = 0.05
+        const lowerBound = predictedPrice * (1 - volatility)
+        const upperBound = predictedPrice * (1 + volatility)
+        
+        data.push({
+          date: date,
+          predictedPrice: predictedPrice,
+          lowerBound: lowerBound,
+          upperBound: upperBound,
+          changePercent: ((predictedPrice - basePrice) / basePrice) * 100,
+          confidence: parseFloat(confidenceLevel.value),
+          riskLevel: getRiskLevelByVolatility(Math.abs(trend + noise) * 100)
+        })
+        
+        basePrice = predictedPrice
+      }
+      
+      return data
+    }
+    
+    // 生成表格数据
+    const generateTableData = (data) => {
+      return data.map(item => ({
+        ...item,
+        date: item.date.toISOString().split('T')[0]
+      }))
+    }
+    
+    // 初始化预测图表
+    const initPredictionChart = () => {
+      const chartDom = document.getElementById('prediction-chart')
+      if (!chartDom) return
+      
+      const myChart = echarts.init(chartDom)
+      
+      // 历史数据（模拟）
+      const historyDates = []
+      const historyPrices = []
+      const today = new Date()
+      
+      for (let i = 30; i >= 1; i--) {
+        const date = new Date(today)
+        date.setDate(date.getDate() - i)
+        historyDates.push(date.toISOString().split('T')[0])
+        
+        const fluctuation = (Math.random() - 0.5) * 0.1
+        const price = currentPrice.value * (1 + fluctuation)
+        historyPrices.push(price.toFixed(2))
+      }
+      
+      // 预测数据
+      const predictionDates = predictionData.value.map(item => item.date.toISOString().split('T')[0])
+      const predictionPrices = predictionData.value.map(item => item.predictedPrice.toFixed(2))
+      const lowerBounds = predictionData.value.map(item => item.lowerBound.toFixed(2))
+      const upperBounds = predictionData.value.map(item => item.upperBound.toFixed(2))
+      
+      const allDates = [...historyDates, ...predictionDates]
+      const allPrices = [...historyPrices, ...predictionPrices]
+      
+      const series = [
+        {
+          name: '历史价格',
+          type: 'line',
+          data: historyPrices.map((price, index) => [historyDates[index], price]),
+          lineStyle: {
+            color: '#409EFF',
+            width: 2
+          },
+          symbol: 'circle',
+          symbolSize: 4
+        },
+        {
+          name: '预测价格',
+          type: 'line',
+          data: predictionPrices.map((price, index) => [predictionDates[index], price]),
+          lineStyle: {
+            color: '#F56C6C',
+            width: 2,
+            type: 'dashed'
+          },
+          symbol: 'diamond',
+          symbolSize: 6
+        }
+      ]
+      
+      if (showConfidenceInterval.value) {
+        series.push({
+          name: '置信区间',
+          type: 'line',
+          data: lowerBounds.map((price, index) => [predictionDates[index], price]),
+          lineStyle: {
+            color: '#E6A23C',
+            width: 1,
+            opacity: 0.6
+          },
+          symbol: 'none',
+          areaStyle: {
+            color: 'rgba(230, 162, 60, 0.2)'
+          },
+          stack: 'confidence'
+        })
+        
+        series.push({
+          name: '',
+          type: 'line',
+          data: upperBounds.map((price, index) => [predictionDates[index], price]),
+          lineStyle: {
+            color: '#E6A23C',
+            width: 1,
+            opacity: 0.6
+          },
+          symbol: 'none',
+          areaStyle: {
+            color: 'rgba(230, 162, 60, 0.2)'
+          },
+          stack: 'confidence'
+        })
+      }
+      
+      const option = {
+        title: {
+          text: `${stockCode.value} 股价预测分析`,
+          left: 'left'
+        },
+        tooltip: {
+          trigger: 'axis',
+          axisPointer: {
+            type: 'cross'
+          }
+        },
+        legend: {
+          data: showConfidenceInterval.value ? ['历史价格', '预测价格', '置信区间'] : ['历史价格', '预测价格'],
+          top: 30
+        },
+        grid: {
+          left: '3%',
+          right: '4%',
+          bottom: '3%',
+          top: '15%',
+          containLabel: true
+        },
+        xAxis: {
+          type: 'time',
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
+        },
+        yAxis: {
+          type: 'value',
+          scale: true,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          },
+          splitLine: {
+            show: true,
+            lineStyle: {
+              color: '#E6E8EB'
+            }
+          }
+        },
+        series: series
+      }
+      
+      myChart.setOption(option)
+    }
+    
+    // 更新图表
+    const updateChart = () => {
+      initPredictionChart()
+    }
+    
+    // 返回
+    const goBack = () => {
+      router.go(-1)
+    }
+    
+    // 计算预测统计
+    const getPredictionMax = () => {
+      if (predictionData.value.length === 0) return '0.00'
+      const max = Math.max(...predictionData.value.map(item => item.predictedPrice))
+      return max.toFixed(2)
+    }
+    
+    const getPredictionMin = () => {
+      if (predictionData.value.length === 0) return '0.00'
+      const min = Math.min(...predictionData.value.map(item => item.predictedPrice))
+      return min.toFixed(2)
+    }
+    
+    const getPredictionAvg = () => {
+      if (predictionData.value.length === 0) return '0.00'
+      const sum = predictionData.value.reduce((acc, item) => acc + item.predictedPrice, 0)
+      return (sum / predictionData.value.length).toFixed(2)
+    }
+    
+    const getPredictionReturn = () => {
+      if (predictionData.value.length === 0) return 0
+      const lastPrice = predictionData.value[predictionData.value.length - 1].predictedPrice
+      return ((lastPrice - currentPrice.value) / currentPrice.value * 100)
+    }
+    
+    // 分析函数
+    const getAccuracyColor = () => {
+      if (predictionAccuracy.value >= 80) return '#67c23a'
+      if (predictionAccuracy.value >= 60) return '#e6a23c'
+      return '#f56c6c'
+    }
+    
+    const getRiskLevel = () => {
+      const returnRate = Math.abs(getPredictionReturn())
+      if (returnRate > 10) return '高风险'
+      if (returnRate > 5) return '中风险'
+      return '低风险'
+    }
+    
+    const getRiskTagType = () => {
+      const level = getRiskLevel()
+      if (level === '高风险') return 'danger'
+      if (level === '中风险') return 'warning'
+      return 'success'
+    }
+    
+    const getRiskLevelByVolatility = (volatility) => {
+      if (volatility > 5) return '高风险'
+      if (volatility > 2) return '中风险'
+      return '低风险'
+    }
+    
+    const getRiskTagTypeByLevel = (level) => {
+      if (level === '高风险') return 'danger'
+      if (level === '中风险') return 'warning'
+      return 'success'
+    }
+    
+    const getRecommendation = () => {
+      const returnRate = getPredictionReturn()
+      if (returnRate > 5) return '买入'
+      if (returnRate > 0) return '持有'
+      if (returnRate > -5) return '观望'
+      return '卖出'
+    }
+    
+    const getRecommendationTagType = () => {
+      const recommendation = getRecommendation()
+      if (recommendation === '买入') return 'success'
+      if (recommendation === '持有') return 'primary'
+      if (recommendation === '观望') return 'warning'
+      return 'danger'
+    }
+    
+    const getSupportLevel = () => {
+      return (currentPrice.value * 0.95).toFixed(2)
+    }
+    
+    const getResistanceLevel = () => {
+      return (currentPrice.value * 1.05).toFixed(2)
+    }
+    
+    const getVolatility = () => {
+      if (predictionData.value.length === 0) return '0.00'
+      const prices = predictionData.value.map(item => item.predictedPrice)
+      const avg = prices.reduce((sum, price) => sum + price, 0) / prices.length
+      const variance = prices.reduce((sum, price) => sum + Math.pow(price - avg, 2), 0) / prices.length
+      const volatility = Math.sqrt(variance) / avg * 100
+      return volatility.toFixed(2)
+    }
+    
+    // 格式化函数
+    const formatChangePercent = (value) => {
+      if (!value) return '0.00'
+      return (value > 0 ? '+' : '') + value.toFixed(2)
+    }
+    
+    const formatDate = (date) => {
+      if (!date) return '--'
+      return new Date(date).toLocaleDateString()
+    }
+    
+    onMounted(() => {
+      generatePrediction()
+    })
+    
+    return {
+      stockCode,
+      predictionData,
+      predictionTableData,
+      loading,
+      chartLoading,
+      predictionDays,
+      predictionModel,
+      confidenceLevel,
+      historyDays,
+      showConfidenceInterval,
+      predictionAccuracy,
+      generatePrediction,
+      updateChart,
+      goBack,
+      getPredictionMax,
+      getPredictionMin,
+      getPredictionAvg,
+      getPredictionReturn,
+      getAccuracyColor,
+      getRiskLevel,
+      getRiskTagType,
+      getRiskTagTypeByLevel,
+      getRecommendation,
+      getRecommendationTagType,
+      getSupportLevel,
+      getResistanceLevel,
+      getVolatility,
+      formatChangePercent,
+      formatDate
+    }
+  }
+}
+</script>
+
+<style lang="scss" scoped>
+.stock-prediction-view {
+  padding: 20px;
+  background-color: #f5f7fa;
+  min-height: 100vh;
+}
+
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 20px;
+  
+  .stock-info {
+    h1 {
+      margin: 0;
+      color: #303133;
+      font-size: 24px;
+    }
+    
+    .stock-code {
+      margin: 5px 0 0 0;
+      color: #909399;
+      font-size: 14px;
+    }
+  }
+  
+  .action-buttons {
+    display: flex;
+    gap: 10px;
+  }
+}
+
+.prediction-config {
+  margin-bottom: 20px;
+}
+
+.config-card {
+  border: none;
+  border-radius: 8px;
+  box-shadow: 0 2px 12px 0 rgba(0, 0, 0, 0.1);
+  
+  .config-item {
+    label {
+      display: block;
+      margin-bottom: 8px;
+      font-size: 14px;
+      color: #606266;
+      font-weight: 500;
+    }
+  }
+}
+
+.prediction-overview {
+  margin-bottom: 20px;
+}
+
+.prediction-card {
+  border: none;
+  border-radius: 8px;
+  box-shadow: 0 2px 12px 0 rgba(0, 0, 0, 0.1);
+  
+  .prediction-info {
+    text-align: center;
+    padding: 20px;
+    
+    .prediction-value {
+      font-size: 24px;
+      font-weight: bold;
+      color: #303133;
+      margin-bottom: 8px;
+      
+      &.positive {
+        color: #f56c6c;
+      }
+      
+      &.negative {
+        color: #67c23a;
+      }
+    }
+    
+    .prediction-subtitle {
+      font-size: 14px;
+      color: #909399;
+    }
+  }
+}
+
+.chart-section {
+  margin-bottom: 20px;
+}
+
+.chart-card, .analysis-card, .table-card {
+  border: none;
+  border-radius: 8px;
+  box-shadow: 0 2px 12px 0 rgba(0, 0, 0, 0.1);
+}
+
+.card-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  
+  span {
+    font-weight: 600;
+    color: #303133;
+  }
+}
+
+.chart-controls {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+}
+
+.analysis-content {
+  .analysis-item {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    padding: 15px 0;
+    border-bottom: 1px solid #f0f0f0;
+    
+    &:last-child {
+      border-bottom: none;
+    }
+    
+    .analysis-label {
+      font-size: 14px;
+      color: #606266;
+      font-weight: 500;
+    }
+    
+    .analysis-value {
+      display: flex;
+      align-items: center;
+      gap: 10px;
+      
+      .accuracy-text {
+        font-size: 14px;
+        color: #303133;
+        font-weight: 500;
+      }
+    }
+  }
+}
+
+.positive {
+  color: #f56c6c;
+}
+
+.negative {
+  color: #67c23a;
+}
+
+:deep(.el-table) {
+  .positive {
+    color: #f56c6c;
+  }
+  
+  .negative {
+    color: #67c23a;
+  }
+}
+</style> 
\ No newline at end of file
diff --git a/frontend/src/views/StockTrendView.vue b/frontend/src/views/StockTrendView.vue
new file mode 100644
index 0000000..1c30d85
--- /dev/null
+++ b/frontend/src/views/StockTrendView.vue
@@ -0,0 +1,658 @@
+<template>
+  <div class="stock-trend-view">
+    <!-- 页面标题 -->
+    <div class="page-header">
+      <div class="stock-info">
+        <h1>{{ trendData.stockName || stockCode }} - 趋势分析</h1>
+        <p class="stock-code">{{ stockCode }}</p>
+      </div>
+      <div class="action-buttons">
+        <el-button @click="goBack">
+          <el-icon><ArrowLeft /></el-icon>
+          返回
+        </el-button>
+        <el-button type="primary" @click="refreshData" :loading="loading">
+          <el-icon><Refresh /></el-icon>
+          刷新数据
+        </el-button>
+      </div>
+    </div>
+
+    <!-- 趋势概览 -->
+    <el-row :gutter="20" class="trend-overview">
+      <el-col :span="6">
+        <el-card class="trend-card">
+          <div class="trend-info">
+            <div class="trend-icon" :class="getTrendClass()">
+              <el-icon v-if="trendData.trendDirection === 'UP'"><CaretTop /></el-icon>
+              <el-icon v-else-if="trendData.trendDirection === 'DOWN'"><CaretBottom /></el-icon>
+              <el-icon v-else><Minus /></el-icon>
+            </div>
+            <div class="trend-text">
+              <div class="trend-title">{{ getTrendText() }}</div>
+              <div class="trend-subtitle">趋势方向</div>
+            </div>
+          </div>
+        </el-card>
+      </el-col>
+      <el-col :span="6">
+        <el-card class="trend-card">
+          <div class="trend-info">
+            <div class="trend-value">{{ trendData.trendStrength?.toFixed(2) || '0.00' }}%</div>
+            <div class="trend-subtitle">趋势强度</div>
+          </div>
+        </el-card>
+      </el-col>
+      <el-col :span="6">
+        <el-card class="trend-card">
+          <div class="trend-info">
+            <div class="trend-value">¥{{ trendData.currentPrice?.toFixed(2) || '0.00' }}</div>
+            <div class="trend-subtitle">当前价格</div>
+          </div>
+        </el-card>
+      </el-col>
+      <el-col :span="6">
+        <el-card class="trend-card">
+          <div class="trend-info">
+            <div class="trend-value" :class="{ 'positive': trendData.totalChangePercent > 0, 'negative': trendData.totalChangePercent < 0 }">
+              {{ formatChangePercent(trendData.totalChangePercent) }}%
+            </div>
+            <div class="trend-subtitle">总涨跌幅</div>
+          </div>
+        </el-card>
+      </el-col>
+    </el-row>
+
+    <!-- 趋势图表 -->
+    <el-row :gutter="20" class="chart-section">
+      <el-col :span="16">
+        <el-card class="chart-card">
+          <template #header>
+            <div class="card-header">
+              <span>价格趋势图</span>
+              <div class="chart-controls">
+                <el-select v-model="days" @change="loadTrendData" size="small" style="width: 120px;">
+                  <el-option label="7天" :value="7" />
+                  <el-option label="15天" :value="15" />
+                  <el-option label="30天" :value="30" />
+                  <el-option label="60天" :value="60" />
+                  <el-option label="90天" :value="90" />
+                </el-select>
+              </div>
+            </div>
+          </template>
+          <div id="trend-chart" style="height: 500px;" v-loading="chartLoading"></div>
+        </el-card>
+      </el-col>
+      <el-col :span="8">
+        <el-card class="stats-card">
+          <template #header>
+            <span>统计信息</span>
+          </template>
+          <div class="stats-content">
+            <div class="stat-item">
+              <div class="stat-label">最高价</div>
+              <div class="stat-value">¥{{ trendData.highestPrice?.toFixed(2) || '--' }}</div>
+            </div>
+            <div class="stat-item">
+              <div class="stat-label">最低价</div>
+              <div class="stat-value">¥{{ trendData.lowestPrice?.toFixed(2) || '--' }}</div>
+            </div>
+            <div class="stat-item">
+              <div class="stat-label">平均价</div>
+              <div class="stat-value">¥{{ trendData.averagePrice?.toFixed(2) || '--' }}</div>
+            </div>
+            <div class="stat-item">
+              <div class="stat-label">平均涨跌幅</div>
+              <div class="stat-value" :class="{ 'positive': trendData.avgChangePercent > 0, 'negative': trendData.avgChangePercent < 0 }">
+                {{ formatChangePercent(trendData.avgChangePercent) }}%
+              </div>
+            </div>
+            <div class="stat-item">
+              <div class="stat-label">总成交量</div>
+              <div class="stat-value">{{ formatVolume(trendData.totalVolume) }}</div>
+            </div>
+            <div class="stat-item">
+              <div class="stat-label">平均成交量</div>
+              <div class="stat-value">{{ formatVolume(trendData.avgVolume) }}</div>
+            </div>
+          </div>
+        </el-card>
+      </el-col>
+    </el-row>
+
+    <!-- 成交量图表 -->
+    <el-row class="volume-section">
+      <el-col :span="24">
+        <el-card class="chart-card">
+          <template #header>
+            <span>成交量分析</span>
+          </template>
+          <div id="volume-chart" style="height: 300px;" v-loading="chartLoading"></div>
+        </el-card>
+      </el-col>
+    </el-row>
+
+    <!-- 价格历史数据表格 -->
+    <el-row>
+      <el-col :span="24">
+        <el-card class="table-card">
+          <template #header>
+            <span>历史价格数据</span>
+          </template>
+          <el-table :data="trendData.priceHistory || []" style="width: 100%" max-height="400">
+            <el-table-column prop="tradeDate" label="交易日期" width="120">
+              <template #default="scope">
+                {{ formatDate(scope.row.tradeDate) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="openPrice" label="开盘价" width="100">
+              <template #default="scope">
+                ¥{{ scope.row.openPrice?.toFixed(2) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="closePrice" label="收盘价" width="100">
+              <template #default="scope">
+                ¥{{ scope.row.closePrice?.toFixed(2) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="highPrice" label="最高价" width="100">
+              <template #default="scope">
+                ¥{{ scope.row.highPrice?.toFixed(2) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="lowPrice" label="最低价" width="100">
+              <template #default="scope">
+                ¥{{ scope.row.lowPrice?.toFixed(2) }}
+              </template>
+            </el-table-column>
+            <el-table-column prop="changePercent" label="涨跌幅" width="100">
+              <template #default="scope">
+                <span :class="{ 'positive': scope.row.changePercent > 0, 'negative': scope.row.changePercent < 0 }">
+                  {{ formatChangePercent(scope.row.changePercent) }}%
+                </span>
+              </template>
+            </el-table-column>
+            <el-table-column prop="volume" label="成交量" width="120">
+              <template #default="scope">
+                {{ formatVolume(scope.row.volume) }}
+              </template>
+            </el-table-column>
+          </el-table>
+        </el-card>
+      </el-col>
+    </el-row>
+  </div>
+</template>
+
+<script>
+import { ref, onMounted, nextTick } from 'vue'
+import { useRoute, useRouter } from 'vue-router'
+import { getStockTrend } from '@/api/stock'
+import { ElMessage } from 'element-plus'
+import * as echarts from 'echarts'
+
+export default {
+  name: 'StockTrendView',
+  setup() {
+    const route = useRoute()
+    const router = useRouter()
+    const stockCode = ref(route.params.stockCode)
+    
+    const trendData = ref({})
+    const loading = ref(false)
+    const chartLoading = ref(false)
+    const days = ref(30)
+    
+    // 加载趋势数据
+    const loadTrendData = async () => {
+      try {
+        loading.value = true
+        chartLoading.value = true
+        const response = await getStockTrend(stockCode.value, days.value)
+        if (response.code === 200 && response.data) {
+          trendData.value = response.data
+          await nextTick()
+          initCharts()
+        } else {
+          ElMessage.error(response.message || '获取趋势数据失败')
+        }
+      } catch (error) {
+        console.error('获取趋势数据失败:', error)
+        ElMessage.error('获取趋势数据失败')
+      } finally {
+        loading.value = false
+        chartLoading.value = false
+      }
+    }
+    
+    // 初始化图表
+    const initCharts = async () => {
+      await nextTick()
+      initTrendChart()
+      initVolumeChart()
+    }
+    
+    // 初始化趋势图表
+    const initTrendChart = () => {
+      const chartDom = document.getElementById('trend-chart')
+      if (!chartDom) return
+      
+      const myChart = echarts.init(chartDom)
+      const priceHistory = trendData.value.priceHistory || []
+      
+      const dates = priceHistory.map(item => formatDate(item.tradeDate))
+      const closePrices = priceHistory.map(item => item.closePrice)
+      const openPrices = priceHistory.map(item => item.openPrice)
+      const highPrices = priceHistory.map(item => item.highPrice)
+      const lowPrices = priceHistory.map(item => item.lowPrice)
+      
+      const option = {
+        title: {
+          text: `${trendData.value.stockName}(${stockCode.value}) 价格趋势`,
+          left: 'left'
+        },
+        tooltip: {
+          trigger: 'axis',
+          axisPointer: {
+            type: 'cross'
+          }
+        },
+        legend: {
+          data: ['收盘价', '开盘价', '最高价', '最低价'],
+          top: 30
+        },
+        grid: {
+          left: '3%',
+          right: '4%',
+          bottom: '3%',
+          top: '15%',
+          containLabel: true
+        },
+        xAxis: {
+          type: 'category',
+          data: dates,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
+        },
+        yAxis: {
+          type: 'value',
+          scale: true,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          },
+          splitLine: {
+            show: true,
+            lineStyle: {
+              color: '#E6E8EB'
+            }
+          }
+        },
+        series: [
+          {
+            name: '收盘价',
+            type: 'line',
+            data: closePrices,
+            smooth: true,
+            lineStyle: {
+              color: '#409EFF',
+              width: 2
+            },
+            symbol: 'circle',
+            symbolSize: 4
+          },
+          {
+            name: '开盘价',
+            type: 'line',
+            data: openPrices,
+            smooth: true,
+            lineStyle: {
+              color: '#67C23A',
+              width: 1
+            },
+            symbol: 'none'
+          },
+          {
+            name: '最高价',
+            type: 'line',
+            data: highPrices,
+            smooth: true,
+            lineStyle: {
+              color: '#F56C6C',
+              width: 1,
+              type: 'dashed'
+            },
+            symbol: 'none'
+          },
+          {
+            name: '最低价',
+            type: 'line',
+            data: lowPrices,
+            smooth: true,
+            lineStyle: {
+              color: '#E6A23C',
+              width: 1,
+              type: 'dashed'
+            },
+            symbol: 'none'
+          }
+        ]
+      }
+      myChart.setOption(option)
+    }
+    
+    // 初始化成交量图表
+    const initVolumeChart = () => {
+      const chartDom = document.getElementById('volume-chart')
+      if (!chartDom) return
+      
+      const myChart = echarts.init(chartDom)
+      const priceHistory = trendData.value.priceHistory || []
+      
+      const dates = priceHistory.map(item => formatDate(item.tradeDate))
+      const volumes = priceHistory.map(item => item.volume)
+      
+      const option = {
+        title: {
+          text: '成交量趋势',
+          left: 'left'
+        },
+        tooltip: {
+          trigger: 'axis',
+          formatter: function(params) {
+            return `${params[0].name}<br/>成交量: ${formatVolume(params[0].value)}`
+          }
+        },
+        grid: {
+          left: '3%',
+          right: '4%',
+          bottom: '3%',
+          top: '15%',
+          containLabel: true
+        },
+        xAxis: {
+          type: 'category',
+          data: dates,
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          }
+        },
+        yAxis: {
+          type: 'value',
+          axisLine: {
+            lineStyle: {
+              color: '#8392A5'
+            }
+          },
+          splitLine: {
+            show: true,
+            lineStyle: {
+              color: '#E6E8EB'
+            }
+          }
+        },
+        series: [
+          {
+            name: '成交量',
+            type: 'bar',
+            data: volumes,
+            itemStyle: {
+              color: '#409EFF'
+            }
+          }
+        ]
+      }
+      myChart.setOption(option)
+    }
+    
+    // 刷新数据
+    const refreshData = () => {
+      loadTrendData()
+    }
+    
+    // 返回
+    const goBack = () => {
+      router.go(-1)
+    }
+    
+    // 获取趋势类名
+    const getTrendClass = () => {
+      const direction = trendData.value.trendDirection
+      if (direction === 'UP') return 'trend-up'
+      if (direction === 'DOWN') return 'trend-down'
+      return 'trend-flat'
+    }
+    
+    // 获取趋势文本
+    const getTrendText = () => {
+      const direction = trendData.value.trendDirection
+      if (direction === 'UP') return '上涨趋势'
+      if (direction === 'DOWN') return '下跌趋势'
+      return '震荡趋势'
+    }
+    
+    // 格式化函数
+    const formatChangePercent = (value) => {
+      if (!value) return '0.00'
+      return (value > 0 ? '+' : '') + value.toFixed(2)
+    }
+    
+    const formatVolume = (volume) => {
+      if (!volume) return '0'
+      if (volume >= 100000000) {
+        return (volume / 100000000).toFixed(2) + '亿'
+      } else if (volume >= 10000) {
+        return (volume / 10000).toFixed(2) + '万'
+      }
+      return volume.toString()
+    }
+    
+    const formatDate = (date) => {
+      if (!date) return '--'
+      return new Date(date).toLocaleDateString()
+    }
+    
+    onMounted(() => {
+      loadTrendData()
+    })
+    
+    return {
+      stockCode,
+      trendData,
+      loading,
+      chartLoading,
+      days,
+      loadTrendData,
+      refreshData,
+      goBack,
+      getTrendClass,
+      getTrendText,
+      formatChangePercent,
+      formatVolume,
+      formatDate
+    }
+  }
+}
+</script>
+
+<style lang="scss" scoped>
+.stock-trend-view {
+  padding: 20px;
+  background-color: #f5f7fa;
+  min-height: 100vh;
+}
+
+.page-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 20px;
+  
+  .stock-info {
+    h1 {
+      margin: 0;
+      color: #303133;
+      font-size: 24px;
+    }
+    
+    .stock-code {
+      margin: 5px 0 0 0;
+      color: #909399;
+      font-size: 14px;
+    }
+  }
+  
+  .action-buttons {
+    display: flex;
+    gap: 10px;
+  }
+}
+
+.trend-overview {
+  margin-bottom: 20px;
+}
+
+.trend-card {
+  border: none;
+  border-radius: 8px;
+  box-shadow: 0 2px 12px 0 rgba(0, 0, 0, 0.1);
+  
+  .trend-info {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    flex-direction: column;
+    padding: 20px;
+    text-align: center;
+    
+    .trend-icon {
+      font-size: 36px;
+      margin-bottom: 10px;
+      
+      &.trend-up {
+        color: #f56c6c;
+      }
+      
+      &.trend-down {
+        color: #67c23a;
+      }
+      
+      &.trend-flat {
+        color: #909399;
+      }
+    }
+    
+    .trend-value {
+      font-size: 24px;
+      font-weight: bold;
+      color: #303133;
+      margin-bottom: 5px;
+      
+      &.positive {
+        color: #f56c6c;
+      }
+      
+      &.negative {
+        color: #67c23a;
+      }
+    }
+    
+    .trend-title {
+      font-size: 16px;
+      font-weight: 600;
+      color: #303133;
+      margin-bottom: 5px;
+    }
+    
+    .trend-subtitle {
+      font-size: 12px;
+      color: #909399;
+    }
+  }
+}
+
+.chart-section, .volume-section {
+  margin-bottom: 20px;
+}
+
+.chart-card, .stats-card, .table-card {
+  border: none;
+  border-radius: 8px;
+  box-shadow: 0 2px 12px 0 rgba(0, 0, 0, 0.1);
+}
+
+.card-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  
+  span {
+    font-weight: 600;
+    color: #303133;
+  }
+}
+
+.chart-controls {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+}
+
+.stats-content {
+  .stat-item {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    padding: 15px 0;
+    border-bottom: 1px solid #f0f0f0;
+    
+    &:last-child {
+      border-bottom: none;
+    }
+    
+    .stat-label {
+      font-size: 14px;
+      color: #909399;
+    }
+    
+    .stat-value {
+      font-size: 16px;
+      font-weight: 500;
+      color: #303133;
+      
+      &.positive {
+        color: #f56c6c;
+      }
+      
+      &.negative {
+        color: #67c23a;
+      }
+    }
+  }
+}
+
+.positive {
+  color: #f56c6c;
+}
+
+.negative {
+  color: #67c23a;
+}
+
+:deep(.el-table) {
+  .positive {
+    color: #f56c6c;
+  }
+  
+  .negative {
+    color: #67c23a;
+  }
+}
+</style> 
\ No newline at end of file
diff --git a/logs/agricultural-stock-platform.log b/logs/agricultural-stock-platform.log
index 084b869..f1449de 100644
--- a/logs/agricultural-stock-platform.log
+++ b/logs/agricultural-stock-platform.log
@@ -1,20 +1,39 @@
-2025-06-04 20:18:02 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 10364 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
-2025-06-04 20:18:02 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
-2025-06-04 20:18:05 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
-2025-06-04 20:18:05 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
-2025-06-04 20:18:05 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
-2025-06-04 20:18:06 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
-2025-06-04 20:18:06 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
-2025-06-04 20:18:06 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
-2025-06-04 20:18:06 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
-2025-06-04 20:18:06 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
-2025-06-04 20:18:06 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
-2025-06-04 20:18:07 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
-2025-06-04 20:18:08 [main] WARN  o.s.b.w.s.c.AnnotationConfigServletWebServerApplicationContext - Exception encountered during context initialization - cancelling refresh attempt: org.springframework.beans.factory.UnsatisfiedDependencyException: Error creating bean with name 'stockController' defined in file [D:\VScodeProject\work_4\backend\target\classes\com\agricultural\stock\controller\StockController.class]: Unsatisfied dependency expressed through constructor parameter 0; nested exception is org.springframework.beans.factory.NoSuchBeanDefinitionException: No qualifying bean of type 'com.agricultural.stock.service.StockService' available: expected at least 1 bean which qualifies as autowire candidate. Dependency annotations: {}
-2025-06-04 20:18:08 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
-2025-06-04 20:18:08 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
-2025-06-04 20:18:08 [main] INFO  o.a.catalina.core.StandardService - Stopping service [Tomcat]
-2025-06-04 20:18:08 [main] ERROR o.s.b.d.LoggingFailureAnalysisReporter - 
+2025-06-21 15:06:48 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 4824 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
+2025-06-21 15:06:48 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
+2025-06-21 15:06:51 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
+2025-06-21 15:06:51 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
+2025-06-21 15:06:52 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
+2025-06-21 15:06:52 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
+2025-06-21 15:06:52 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
+2025-06-21 15:06:52 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
+2025-06-21 15:06:53 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
+2025-06-21 15:06:53 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
+2025-06-21 15:06:53 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
+2025-06-21 15:06:53 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
+2025-06-21 15:06:54 [main] WARN  o.s.b.a.o.j.JpaBaseConfiguration$JpaWebConfiguration - spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
+2025-06-21 15:06:55 [main] WARN  c.b.m.core.metadata.TableInfoHelper - Can not find table primary key in Class: "com.agricultural.stock.entity.TechnicalIndicator".
+2025-06-21 15:06:55 [main] WARN  c.b.m.c.injector.DefaultSqlInjector - class com.agricultural.stock.entity.TechnicalIndicator ,Not found @TableId annotation, Cannot use Mybatis-Plus 'xxById' Method.
+2025-06-21 15:06:55 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Started AgriculturalStockPlatformApplication in 7.716 seconds (JVM running for 8.752)
+2025-06-21 15:07:01 [http-nio-8080-exec-1] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring DispatcherServlet 'dispatcherServlet'
+2025-06-21 15:10:41 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
+2025-06-21 15:10:41 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
+2025-06-21 15:14:09 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 26436 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
+2025-06-21 15:14:09 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
+2025-06-21 15:14:10 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
+2025-06-21 15:14:10 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
+2025-06-21 15:14:11 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
+2025-06-21 15:14:11 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
+2025-06-21 15:14:11 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
+2025-06-21 15:14:11 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
+2025-06-21 15:14:11 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
+2025-06-21 15:14:11 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
+2025-06-21 15:14:11 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
+2025-06-21 15:14:12 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
+2025-06-21 15:14:12 [main] WARN  o.s.b.w.s.c.AnnotationConfigServletWebServerApplicationContext - Exception encountered during context initialization - cancelling refresh attempt: org.springframework.beans.factory.UnsatisfiedDependencyException: Error creating bean with name 'org.springframework.boot.autoconfigure.web.servlet.WebMvcAutoConfiguration$EnableWebMvcConfiguration': Unsatisfied dependency expressed through method 'setConfigurers' parameter 0; nested exception is org.springframework.beans.factory.UnsatisfiedDependencyException: Error creating bean with name 'swaggerWebMvcConfigurer' defined in class path resource [org/springdoc/webmvc/ui/SwaggerConfig.class]: Unsatisfied dependency expressed through method 'swaggerWebMvcConfigurer' parameter 0; nested exception is org.springframework.beans.factory.UnsatisfiedDependencyException: Error creating bean with name 'org.springdoc.core.SwaggerUiConfigParameters': Unsatisfied dependency expressed through constructor parameter 0; nested exception is org.springframework.beans.factory.NoUniqueBeanDefinitionException: No qualifying bean of type 'org.springdoc.core.SwaggerUiConfigProperties' available: expected single matching bean but found 2: swaggerUiConfigProperties,org.springdoc.core.SwaggerUiConfigProperties
+2025-06-21 15:14:12 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
+2025-06-21 15:14:12 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
+2025-06-21 15:14:12 [main] INFO  o.a.catalina.core.StandardService - Stopping service [Tomcat]
+2025-06-21 15:14:12 [main] ERROR o.s.b.d.LoggingFailureAnalysisReporter - 
 
 ***************************
 APPLICATION FAILED TO START
@@ -22,172 +41,130 @@ APPLICATION FAILED TO START
 
 Description:
 
-Parameter 0 of constructor in com.agricultural.stock.controller.StockController required a bean of type 'com.agricultural.stock.service.StockService' that could not be found.
+Parameter 0 of constructor in org.springdoc.core.SwaggerUiConfigParameters required a single bean, but 2 were found:
+	- swaggerUiConfigProperties: defined by method 'swaggerUiConfigProperties' in class path resource [com/agricultural/stock/config/OpenApiConfig.class]
+	- org.springdoc.core.SwaggerUiConfigProperties: defined in null
 
 
 Action:
 
-Consider defining a bean of type 'com.agricultural.stock.service.StockService' in your configuration.
+Consider marking one of the beans as @Primary, updating the consumer to accept multiple beans, or using @Qualifier to identify the bean that should be consumed
 
-2025-06-04 20:29:56 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 22200 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
-2025-06-04 20:29:56 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
-2025-06-04 20:29:58 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
-2025-06-04 20:29:58 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
-2025-06-04 20:29:59 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
-2025-06-04 20:29:59 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
-2025-06-04 20:29:59 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
-2025-06-04 20:29:59 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
-2025-06-04 20:29:59 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
-2025-06-04 20:29:59 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
-2025-06-04 20:29:59 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
-2025-06-04 20:30:00 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
-2025-06-04 20:30:01 [main] WARN  o.s.b.a.o.j.JpaBaseConfiguration$JpaWebConfiguration - spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
-2025-06-04 20:30:02 [main] WARN  c.b.m.core.metadata.TableInfoHelper - Can not find table primary key in Class: "com.agricultural.stock.entity.TechnicalIndicator".
-2025-06-04 20:30:02 [main] WARN  c.b.m.c.injector.DefaultSqlInjector - class com.agricultural.stock.entity.TechnicalIndicator ,Not found @TableId annotation, Cannot use Mybatis-Plus 'xxById' Method.
-2025-06-04 20:30:02 [main] WARN  o.s.b.w.s.c.AnnotationConfigServletWebServerApplicationContext - Exception encountered during context initialization - cancelling refresh attempt: org.springframework.context.ApplicationContextException: Failed to start bean 'documentationPluginsBootstrapper'; nested exception is java.lang.NullPointerException
-2025-06-04 20:30:02 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
-2025-06-04 20:30:02 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
-2025-06-04 20:30:02 [main] INFO  o.a.catalina.core.StandardService - Stopping service [Tomcat]
-2025-06-04 20:30:02 [main] ERROR o.s.boot.SpringApplication - Application run failed
-org.springframework.context.ApplicationContextException: Failed to start bean 'documentationPluginsBootstrapper'; nested exception is java.lang.NullPointerException
-	at org.springframework.context.support.DefaultLifecycleProcessor.doStart(DefaultLifecycleProcessor.java:181)
-	at org.springframework.context.support.DefaultLifecycleProcessor.access$200(DefaultLifecycleProcessor.java:54)
-	at org.springframework.context.support.DefaultLifecycleProcessor$LifecycleGroup.start(DefaultLifecycleProcessor.java:356)
-	at java.lang.Iterable.forEach(Iterable.java:75)
-	at org.springframework.context.support.DefaultLifecycleProcessor.startBeans(DefaultLifecycleProcessor.java:155)
-	at org.springframework.context.support.DefaultLifecycleProcessor.onRefresh(DefaultLifecycleProcessor.java:123)
-	at org.springframework.context.support.AbstractApplicationContext.finishRefresh(AbstractApplicationContext.java:935)
-	at org.springframework.context.support.AbstractApplicationContext.refresh(AbstractApplicationContext.java:586)
-	at org.springframework.boot.web.servlet.context.ServletWebServerApplicationContext.refresh(ServletWebServerApplicationContext.java:147)
-	at org.springframework.boot.SpringApplication.refresh(SpringApplication.java:734)
-	at org.springframework.boot.SpringApplication.refreshContext(SpringApplication.java:408)
-	at org.springframework.boot.SpringApplication.run(SpringApplication.java:308)
-	at org.springframework.boot.SpringApplication.run(SpringApplication.java:1306)
-	at org.springframework.boot.SpringApplication.run(SpringApplication.java:1295)
-	at com.agricultural.stock.AgriculturalStockPlatformApplication.main(AgriculturalStockPlatformApplication.java:27)
-Caused by: java.lang.NullPointerException: null
-	at springfox.documentation.spring.web.WebMvcPatternsRequestConditionWrapper.getPatterns(WebMvcPatternsRequestConditionWrapper.java:56)
-	at springfox.documentation.RequestHandler.sortedPaths(RequestHandler.java:113)
-	at springfox.documentation.spi.service.contexts.Orderings.lambda$byPatternsCondition$3(Orderings.java:89)
-	at java.util.Comparator.lambda$comparing$77a9974f$1(Comparator.java:469)
-	at java.util.TimSort.countRunAndMakeAscending(TimSort.java:355)
-	at java.util.TimSort.sort(TimSort.java:220)
-	at java.util.Arrays.sort(Arrays.java:1512)
-	at java.util.ArrayList.sort(ArrayList.java:1462)
-	at java.util.stream.SortedOps$RefSortingSink.end(SortedOps.java:387)
-	at java.util.stream.Sink$ChainedReference.end(Sink.java:258)
-	at java.util.stream.Sink$ChainedReference.end(Sink.java:258)
-	at java.util.stream.Sink$ChainedReference.end(Sink.java:258)
-	at java.util.stream.Sink$ChainedReference.end(Sink.java:258)
-	at java.util.stream.AbstractPipeline.copyInto(AbstractPipeline.java:482)
-	at java.util.stream.AbstractPipeline.wrapAndCopyInto(AbstractPipeline.java:471)
-	at java.util.stream.ReduceOps$ReduceOp.evaluateSequential(ReduceOps.java:708)
-	at java.util.stream.AbstractPipeline.evaluate(AbstractPipeline.java:234)
-	at java.util.stream.ReferencePipeline.collect(ReferencePipeline.java:499)
-	at springfox.documentation.spring.web.plugins.WebMvcRequestHandlerProvider.requestHandlers(WebMvcRequestHandlerProvider.java:81)
-	at java.util.stream.ReferencePipeline$3$1.accept(ReferencePipeline.java:193)
-	at java.util.ArrayList$ArrayListSpliterator.forEachRemaining(ArrayList.java:1382)
-	at java.util.stream.AbstractPipeline.copyInto(AbstractPipeline.java:481)
-	at java.util.stream.AbstractPipeline.wrapAndCopyInto(AbstractPipeline.java:471)
-	at java.util.stream.ReduceOps$ReduceOp.evaluateSequential(ReduceOps.java:708)
-	at java.util.stream.AbstractPipeline.evaluate(AbstractPipeline.java:234)
-	at java.util.stream.ReferencePipeline.collect(ReferencePipeline.java:499)
-	at springfox.documentation.spring.web.plugins.AbstractDocumentationPluginsBootstrapper.withDefaults(AbstractDocumentationPluginsBootstrapper.java:107)
-	at springfox.documentation.spring.web.plugins.AbstractDocumentationPluginsBootstrapper.buildContext(AbstractDocumentationPluginsBootstrapper.java:91)
-	at springfox.documentation.spring.web.plugins.AbstractDocumentationPluginsBootstrapper.bootstrapDocumentationPlugins(AbstractDocumentationPluginsBootstrapper.java:82)
-	at springfox.documentation.spring.web.plugins.DocumentationPluginsBootstrapper.start(DocumentationPluginsBootstrapper.java:100)
-	at org.springframework.context.support.DefaultLifecycleProcessor.doStart(DefaultLifecycleProcessor.java:178)
-	... 14 common frames omitted
-2025-06-04 20:30:56 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 19328 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
-2025-06-04 20:30:56 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
-2025-06-04 20:30:59 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
-2025-06-04 20:30:59 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
-2025-06-04 20:30:59 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
-2025-06-04 20:31:00 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
-2025-06-04 20:31:00 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
-2025-06-04 20:31:00 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
-2025-06-04 20:31:00 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
-2025-06-04 20:31:00 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
-2025-06-04 20:31:01 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
-2025-06-04 20:31:01 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
-2025-06-04 20:31:01 [main] WARN  o.s.b.w.s.c.AnnotationConfigServletWebServerApplicationContext - Exception encountered during context initialization - cancelling refresh attempt: org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'marketAnalysisController' defined in file [D:\VScodeProject\work_4\backend\target\classes\com\agricultural\stock\controller\MarketAnalysisController.class]: Instantiation of bean failed; nested exception is org.springframework.beans.BeanInstantiationException: Failed to instantiate [com.agricultural.stock.controller.MarketAnalysisController]: Constructor threw exception; nested exception is java.lang.Error: Unresolved compilation problems: 
-	Api cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-
-2025-06-04 20:31:01 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
-2025-06-04 20:31:01 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
-2025-06-04 20:31:01 [main] INFO  o.a.catalina.core.StandardService - Stopping service [Tomcat]
-2025-06-04 20:31:01 [main] ERROR o.s.boot.SpringApplication - Application run failed
-org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'marketAnalysisController' defined in file [D:\VScodeProject\work_4\backend\target\classes\com\agricultural\stock\controller\MarketAnalysisController.class]: Instantiation of bean failed; nested exception is org.springframework.beans.BeanInstantiationException: Failed to instantiate [com.agricultural.stock.controller.MarketAnalysisController]: Constructor threw exception; nested exception is java.lang.Error: Unresolved compilation problems: 
-	Api cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-
-	at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.instantiateBean(AbstractAutowireCapableBeanFactory.java:1334)
-	at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.createBeanInstance(AbstractAutowireCapableBeanFactory.java:1232)
-	at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.doCreateBean(AbstractAutowireCapableBeanFactory.java:582)
-	at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.createBean(AbstractAutowireCapableBeanFactory.java:542)
-	at org.springframework.beans.factory.support.AbstractBeanFactory.lambda$doGetBean$0(AbstractBeanFactory.java:335)
-	at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.getSingleton(DefaultSingletonBeanRegistry.java:234)
-	at org.springframework.beans.factory.support.AbstractBeanFactory.doGetBean(AbstractBeanFactory.java:333)
-	at org.springframework.beans.factory.support.AbstractBeanFactory.getBean(AbstractBeanFactory.java:208)
-	at org.springframework.beans.factory.support.DefaultListableBeanFactory.preInstantiateSingletons(DefaultListableBeanFactory.java:953)
-	at org.springframework.context.support.AbstractApplicationContext.finishBeanFactoryInitialization(AbstractApplicationContext.java:918)
-	at org.springframework.context.support.AbstractApplicationContext.refresh(AbstractApplicationContext.java:583)
-	at org.springframework.boot.web.servlet.context.ServletWebServerApplicationContext.refresh(ServletWebServerApplicationContext.java:147)
-	at org.springframework.boot.SpringApplication.refresh(SpringApplication.java:734)
-	at org.springframework.boot.SpringApplication.refreshContext(SpringApplication.java:408)
-	at org.springframework.boot.SpringApplication.run(SpringApplication.java:308)
-	at org.springframework.boot.SpringApplication.run(SpringApplication.java:1306)
-	at org.springframework.boot.SpringApplication.run(SpringApplication.java:1295)
-	at com.agricultural.stock.AgriculturalStockPlatformApplication.main(AgriculturalStockPlatformApplication.java:27)
-Caused by: org.springframework.beans.BeanInstantiationException: Failed to instantiate [com.agricultural.stock.controller.MarketAnalysisController]: Constructor threw exception; nested exception is java.lang.Error: Unresolved compilation problems: 
-	Api cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-
-	at org.springframework.beans.BeanUtils.instantiateClass(BeanUtils.java:224)
-	at org.springframework.beans.factory.support.SimpleInstantiationStrategy.instantiate(SimpleInstantiationStrategy.java:87)
-	at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.instantiateBean(AbstractAutowireCapableBeanFactory.java:1326)
-	... 17 common frames omitted
-Caused by: java.lang.Error: Unresolved compilation problems: 
-	Api cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-	ApiOperation cannot be resolved to a type
-
-	at com.agricultural.stock.controller.MarketAnalysisController.<init>(MarketAnalysisController.java:22)
-	at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
-	at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
-	at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
-	at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
-	at org.springframework.beans.BeanUtils.instantiateClass(BeanUtils.java:211)
-	... 19 common frames omitted
-2025-06-04 20:33:00 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 11952 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
-2025-06-04 20:33:00 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
-2025-06-04 20:33:01 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
-2025-06-04 20:33:01 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
-2025-06-04 20:33:02 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
-2025-06-04 20:33:02 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
-2025-06-04 20:33:02 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
-2025-06-04 20:33:02 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
-2025-06-04 20:33:02 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
-2025-06-04 20:33:02 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
-2025-06-04 20:33:02 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
-2025-06-04 20:33:03 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
-2025-06-04 20:33:03 [main] WARN  o.s.b.a.o.j.JpaBaseConfiguration$JpaWebConfiguration - spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
-2025-06-04 20:33:04 [main] WARN  c.b.m.core.metadata.TableInfoHelper - Can not find table primary key in Class: "com.agricultural.stock.entity.TechnicalIndicator".
-2025-06-04 20:33:04 [main] WARN  c.b.m.c.injector.DefaultSqlInjector - class com.agricultural.stock.entity.TechnicalIndicator ,Not found @TableId annotation, Cannot use Mybatis-Plus 'xxById' Method.
-2025-06-04 20:33:04 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Started AgriculturalStockPlatformApplication in 5.049 seconds (JVM running for 5.764)
-2025-06-04 20:33:11 [http-nio-8080-exec-1] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring DispatcherServlet 'dispatcherServlet'
-2025-06-04 20:35:00 [http-nio-8080-exec-7] INFO  o.s.api.AbstractOpenApiResource - Init duration for springdoc-openapi is: 534 ms
-2025-06-04 21:09:37 [http-nio-8080-exec-10] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300630, 预测天数: 7
-2025-06-04 21:09:52 [http-nio-8080-exec-9] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300630, 预测天数: 7
-2025-06-04 21:09:56 [http-nio-8080-exec-10] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300630, 预测天数: 7
-2025-06-04 21:10:00 [http-nio-8080-exec-9] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300630, 预测天数: 7
-2025-06-04 21:13:44 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
-2025-06-04 21:13:44 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
+2025-06-21 15:15:02 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 10800 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
+2025-06-21 15:15:02 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
+2025-06-21 15:15:04 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
+2025-06-21 15:15:04 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
+2025-06-21 15:15:04 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
+2025-06-21 15:15:04 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
+2025-06-21 15:15:04 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
+2025-06-21 15:15:05 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
+2025-06-21 15:15:05 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
+2025-06-21 15:15:05 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
+2025-06-21 15:15:05 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
+2025-06-21 15:15:06 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
+2025-06-21 15:15:06 [main] WARN  o.s.b.a.o.j.JpaBaseConfiguration$JpaWebConfiguration - spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
+2025-06-21 15:15:07 [main] WARN  c.b.m.core.metadata.TableInfoHelper - Can not find table primary key in Class: "com.agricultural.stock.entity.TechnicalIndicator".
+2025-06-21 15:15:07 [main] WARN  c.b.m.c.injector.DefaultSqlInjector - class com.agricultural.stock.entity.TechnicalIndicator ,Not found @TableId annotation, Cannot use Mybatis-Plus 'xxById' Method.
+2025-06-21 15:15:08 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Started AgriculturalStockPlatformApplication in 5.923 seconds (JVM running for 7.223)
+2025-06-21 15:15:11 [http-nio-8080-exec-2] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring DispatcherServlet 'dispatcherServlet'
+2025-06-21 15:15:12 [http-nio-8080-exec-8] INFO  o.s.api.AbstractOpenApiResource - Init duration for springdoc-openapi is: 522 ms
+2025-06-21 15:21:55 [http-nio-8080-exec-1] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sh600371, 预测天数: 7
+2025-06-21 15:40:09 [http-nio-8080-exec-9] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 15:40:20 [http-nio-8080-exec-1] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 15:40:27 [http-nio-8080-exec-9] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 15:40:49 [http-nio-8080-exec-1] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sh603336, 预测天数: 7
+2025-06-21 15:42:33 [http-nio-8080-exec-4] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300505, 预测天数: 7
+2025-06-21 15:46:12 [http-nio-8080-exec-6] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 15:46:18 [http-nio-8080-exec-1] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 15:46:47 [http-nio-8080-exec-2] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz301035, 预测天数: 7
+2025-06-21 16:06:00 [http-nio-8080-exec-2] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:07:10 [http-nio-8080-exec-7] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:07:18 [http-nio-8080-exec-1] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:07:46 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
+2025-06-21 16:07:46 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
+2025-06-21 16:07:58 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 28420 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
+2025-06-21 16:07:58 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
+2025-06-21 16:08:00 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
+2025-06-21 16:08:00 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
+2025-06-21 16:08:00 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
+2025-06-21 16:08:00 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
+2025-06-21 16:08:00 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
+2025-06-21 16:08:01 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
+2025-06-21 16:08:01 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
+2025-06-21 16:08:01 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
+2025-06-21 16:08:01 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
+2025-06-21 16:08:01 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
+2025-06-21 16:08:02 [main] WARN  o.s.b.a.o.j.JpaBaseConfiguration$JpaWebConfiguration - spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
+2025-06-21 16:08:03 [main] WARN  c.b.m.core.metadata.TableInfoHelper - Can not find table primary key in Class: "com.agricultural.stock.entity.TechnicalIndicator".
+2025-06-21 16:08:03 [main] WARN  c.b.m.c.injector.DefaultSqlInjector - class com.agricultural.stock.entity.TechnicalIndicator ,Not found @TableId annotation, Cannot use Mybatis-Plus 'xxById' Method.
+2025-06-21 16:08:03 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Started AgriculturalStockPlatformApplication in 5.411 seconds (JVM running for 6.284)
+2025-06-21 16:08:10 [http-nio-8080-exec-6] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring DispatcherServlet 'dispatcherServlet'
+2025-06-21 16:08:13 [http-nio-8080-exec-10] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:08:17 [http-nio-8080-exec-7] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:08:23 [http-nio-8080-exec-8] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:08:46 [http-nio-8080-exec-6] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:09:31 [http-nio-8080-exec-8] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz000713, 预测天数: 7
+2025-06-21 16:15:43 [http-nio-8080-exec-1] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:15:57 [http-nio-8080-exec-10] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:19:16 [http-nio-8080-exec-5] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:19:37 [http-nio-8080-exec-10] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:19:44 [http-nio-8080-exec-5] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:19:48 [http-nio-8080-exec-4] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:19:58 [http-nio-8080-exec-8] INFO  c.a.s.service.impl.StockServiceImpl - 股票预测功能暂未实现，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:24:16 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
+2025-06-21 16:24:16 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
+2025-06-21 16:24:23 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 15804 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
+2025-06-21 16:24:23 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
+2025-06-21 16:24:24 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
+2025-06-21 16:24:24 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
+2025-06-21 16:24:25 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
+2025-06-21 16:24:25 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
+2025-06-21 16:24:25 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
+2025-06-21 16:24:25 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
+2025-06-21 16:24:25 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
+2025-06-21 16:24:25 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
+2025-06-21 16:24:25 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
+2025-06-21 16:24:26 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
+2025-06-21 16:24:27 [main] WARN  o.s.b.a.o.j.JpaBaseConfiguration$JpaWebConfiguration - spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
+2025-06-21 16:24:28 [main] WARN  c.b.m.core.metadata.TableInfoHelper - Can not find table primary key in Class: "com.agricultural.stock.entity.TechnicalIndicator".
+2025-06-21 16:24:28 [main] WARN  c.b.m.c.injector.DefaultSqlInjector - class com.agricultural.stock.entity.TechnicalIndicator ,Not found @TableId annotation, Cannot use Mybatis-Plus 'xxById' Method.
+2025-06-21 16:24:28 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Started AgriculturalStockPlatformApplication in 5.62 seconds (JVM running for 6.522)
+2025-06-21 16:24:32 [http-nio-8080-exec-1] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring DispatcherServlet 'dispatcherServlet'
+2025-06-21 16:24:32 [http-nio-8080-exec-1] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:24:44 [http-nio-8080-exec-5] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:24:48 [http-nio-8080-exec-8] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:26:47 [http-nio-8080-exec-6] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:27:14 [http-nio-8080-exec-10] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:27:49 [http-nio-8080-exec-4] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:28:27 [http-nio-8080-exec-9] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:28:49 [http-nio-8080-exec-2] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:30:39 [http-nio-8080-exec-7] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:31:25 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
+2025-06-21 16:31:25 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.
+2025-06-21 16:31:32 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Starting AgriculturalStockPlatformApplication using Java 1.8.0_202 on WIN11 with PID 10584 (D:\VScodeProject\work_4\backend\target\classes started by shenjianZ in D:\VScodeProject\work_4)
+2025-06-21 16:31:32 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - No active profile set, falling back to 1 default profile: "default"
+2025-06-21 16:31:33 [main] INFO  o.a.catalina.core.StandardService - Starting service [Tomcat]
+2025-06-21 16:31:33 [main] INFO  o.a.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.63]
+2025-06-21 16:31:34 [main] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext
+2025-06-21 16:31:34 [main] INFO  o.h.jpa.internal.util.LogHelper - HHH000204: Processing PersistenceUnitInfo [name: default]
+2025-06-21 16:31:34 [main] INFO  org.hibernate.Version - HHH000412: Hibernate ORM core version 5.6.9.Final
+2025-06-21 16:31:34 [main] INFO  o.h.annotations.common.Version - HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
+2025-06-21 16:31:34 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Starting...
+2025-06-21 16:31:34 [main] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Start completed.
+2025-06-21 16:31:34 [main] INFO  org.hibernate.dialect.Dialect - HHH000400: Using dialect: org.hibernate.dialect.MySQL8Dialect
+2025-06-21 16:31:35 [main] INFO  o.h.e.t.j.p.i.JtaPlatformInitiator - HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
+2025-06-21 16:31:36 [main] WARN  o.s.b.a.o.j.JpaBaseConfiguration$JpaWebConfiguration - spring.jpa.open-in-view is enabled by default. Therefore, database queries may be performed during view rendering. Explicitly configure spring.jpa.open-in-view to disable this warning
+2025-06-21 16:31:37 [main] WARN  c.b.m.core.metadata.TableInfoHelper - Can not find table primary key in Class: "com.agricultural.stock.entity.TechnicalIndicator".
+2025-06-21 16:31:37 [main] WARN  c.b.m.c.injector.DefaultSqlInjector - class com.agricultural.stock.entity.TechnicalIndicator ,Not found @TableId annotation, Cannot use Mybatis-Plus 'xxById' Method.
+2025-06-21 16:31:37 [main] INFO  c.a.s.AgriculturalStockPlatformApplication - Started AgriculturalStockPlatformApplication in 5.772 seconds (JVM running for 6.518)
+2025-06-21 16:31:49 [http-nio-8080-exec-1] INFO  o.a.c.c.C.[Tomcat].[localhost].[/] - Initializing Spring DispatcherServlet 'dispatcherServlet'
+2025-06-21 16:31:50 [http-nio-8080-exec-4] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:32:05 [http-nio-8080-exec-2] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300189, 预测天数: 7
+2025-06-21 16:32:10 [http-nio-8080-exec-6] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz000713, 预测天数: 7
+2025-06-21 16:32:27 [http-nio-8080-exec-2] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz200505, 预测天数: 7
+2025-06-21 16:33:16 [http-nio-8080-exec-5] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz002539, 预测天数: 7
+2025-06-21 16:33:24 [http-nio-8080-exec-1] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300505, 预测天数: 7
+2025-06-21 16:33:32 [http-nio-8080-exec-7] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sz300505, 预测天数: 7
+2025-06-21 16:33:41 [http-nio-8080-exec-4] INFO  c.a.s.service.impl.StockServiceImpl - 生成股票预测数据，股票代码: sh000912, 预测天数: 7
+2025-06-21 16:37:10 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown initiated...
+2025-06-21 16:37:10 [SpringApplicationShutdownHook] INFO  com.zaxxer.hikari.HikariDataSource - HikariPool-1 - Shutdown completed.