perf(stats): 使用数据库端聚合优化统计查询

src/WCTDataMiner.Core/Services/StatsService.cs

@@ -1,106 +1,120 @@
 using Microsoft.EntityFrameworkCore;
+using Microsoft.Extensions.Logging;
 using WCTDataMiner.Core.Data;
 using WCTDataMiner.Core.Models;
 
 namespace WCTDataMiner.Core.Services;
 
 /// <summary>
-/// 统计查询服务
+/// 统计查询服务 - 使用数据库端聚合优化内存效率
 /// </summary>
 public class StatsService
 {
     private readonly WctMinerDbContext _context;
+    private readonly ILogger<StatsService> _logger;
 
-    public StatsService(WctMinerDbContext context)
+    public StatsService(WctMinerDbContext context, ILogger<StatsService> logger)
     {
         _context = context;
+        _logger = logger;
     }
 
     /// <summary>
-    /// 获取整体统计摘要
+    /// 获取整体统计摘要（并行查询优化）
     /// </summary>
     public async Task<StatsSummary> GetSummaryAsync()
     {
-        var scenarioCount = await _context.TestScenarios.CountAsync();
+        // 使用 Task.WhenAll 并行执行多个查询
-        var qfodCount = await _context.QfodRecords.CountAsync();
+        var tasks = new[]
-        var plossCount = await _context.PlossRecords.CountAsync();
+        {
-        var panelCount = await _context.TxPanels.CountAsync();
+            _context.TestScenarios.CountAsync(),
-        var hardwareCount = await _context.TxHardwares.CountAsync();
+            _context.QfodRecords.CountAsync(),
-        var softwareCount = await _context.TxSoftwares.CountAsync();
+            _context.PlossRecords.CountAsync(),
-        var rxTypeCount = await _context.RxTypes.CountAsync();
+            _context.TxPanels.CountAsync(),
+            _context.TxHardwares.CountAsync(),
+            _context.TxSoftwares.CountAsync(),
+            _context.RxTypes.CountAsync()
+        };
 
-        return new StatsSummary(
+        var results = await Task.WhenAll(tasks);
-            scenarioCount, qfodCount, plossCount,
+
-            panelCount, hardwareCount, softwareCount, rxTypeCount
+        var summary = new StatsSummary(
+            results[0], results[1], results[2],
+            results[3], results[4], results[5], results[6]
         );
+
+        _logger.LogDebug("统计摘要: Scenarios={ScenarioCount}, Qfod={QfodCount}, Ploss={PlossCount}",
+            summary.ScenarioCount, summary.QfodCount, summary.PlossCount);
+
+        return summary;
     }
 
     /// <summary>
-    /// 按FOD类型统计Qfod记录
+    /// 按FOD类型统计Qfod记录（数据库端聚合）
     /// </summary>
     public async Task<List<FodTypeStats>> GetStatsByFodTypeAsync()
     {
-        // 先加载到内存再分组（EF Core 对 GroupBy + 自定义类型有限制）
+        // 使用数据库端 GroupBy
-        var data = await _context.QfodRecords
+        var stats = await _context.QfodRecords
-            .Select(r => r.FodType)
+            .GroupBy(r => r.FodType)
-            .ToListAsync();
-
-        return data
-            .GroupBy(f => f)
             .Select(g => new FodTypeStats(g.Key, g.Count()))
             .OrderBy(s => s.FodType)
-            .ToList();
+            .ToListAsync();
+
+        _logger.LogDebug("按 FOD 类型统计完成: {Count} 种类型", stats.Count);
+        return stats;
     }
 
     /// <summary>
-    /// 按面板类型统计
+    /// 按面板类型统计（数据库端聚合 - 使用维度表反向统计）
     /// </summary>
     public async Task<List<DimensionStats>> GetStatsByPanelAsync()
     {
-        var data = await _context.TestScenarios
+        // 方式: 使用维度表反向统计（更高效）
-            .Include(s => s.TxPanel)
+        var stats = await _context.TxPanels
-            .Select(s => s.TxPanel.Name)
+            .Select(p => new DimensionStats(
+                p.Name,
+                p.TestScenarios.Count()
+            ))
+            .OrderByDescending(s => s.Count)
             .ToListAsync();
 
-        return data
+        _logger.LogDebug("按面板类型统计完成: {Count} 种面板", stats.Count);
-            .GroupBy(n => n)
+        return stats;
-            .Select(g => new DimensionStats(g.Key, g.Count()))
-            .OrderByDescending(s => s.Count)
-            .ToList();
     }
 
     /// <summary>
-    /// 按硬件版本统计
+    /// 按硬件版本统计（数据库端聚合）
     /// </summary>
     public async Task<List<DimensionStats>> GetStatsByHardwareAsync()
     {
-        var data = await _context.TestScenarios
+        var stats = await _context.TxHardwares
-            .Include(s => s.TxHardware)
+            .Select(h => new DimensionStats(
-            .Select(s => s.TxHardware.Version)
+                h.Version,
+                h.TestScenarios.Count()
+            ))
+            .OrderByDescending(s => s.Count)
             .ToListAsync();
 
-        return data
+        _logger.LogDebug("按硬件版本统计完成: {Count} 种版本", stats.Count);
-            .GroupBy(v => v)
+        return stats;
-            .Select(g => new DimensionStats(g.Key, g.Count()))
-            .OrderByDescending(s => s.Count)
-            .ToList();
     }
 
     /// <summary>
-    /// 按RX类型统计
+    /// 按RX类型统计（数据库端聚合）
     /// </summary>
     public async Task<List<DimensionStats>> GetStatsByRxTypeAsync()
     {
-        var data = await _context.TestScenarios
+        var stats = await _context.RxTypes
-            .Include(s => s.RxType)
+            .Select(r => new DimensionStats(
-            .Select(s => s.RxType.Name)
+                r.Name,
+                r.TestScenarios.Count()
+            ))
+            .OrderByDescending(s => s.Count)
             .ToListAsync();
 
-        return data
+        _logger.LogDebug("按 RX 类型统计完成: {Count} 种类型", stats.Count);
-            .GroupBy(n => n)
+        return stats;
-            .Select(g => new DimensionStats(g.Key, g.Count()))
-            .OrderByDescending(s => s.Count)
-            .ToList();
     }
 }