diff --git a/Directory.Packages.props b/Directory.Packages.props index 899235d..5a1cee4 100644 --- a/Directory.Packages.props +++ b/Directory.Packages.props @@ -29,5 +29,8 @@ + + + \ No newline at end of file diff --git a/Repository/BaseRepository.cs b/Repository/BaseRepository.cs index ee80096..b41d2bc 100644 --- a/Repository/BaseRepository.cs +++ b/Repository/BaseRepository.cs @@ -16,6 +16,11 @@ public interface IBaseRepository where T : BaseEntity /// Task GetByIdAsync(long id); + /// + /// 根据ID获取单条数据 + /// + Task GetByIdsAsync(long[] ids); + /// /// 添加数据 /// @@ -76,6 +81,19 @@ public abstract class BaseRepository(IFreeSql freeSql) : IBaseRepository w } } + public virtual async Task GetByIdsAsync(long[] ids) + { + try + { + var result = await FreeSql.Select().Where(x => ids.Contains(x.Id)).ToListAsync(); + return result.ToArray(); + } + catch + { + return []; + } + } + public virtual async Task AddAsync(T entity) { try diff --git a/Repository/TransactionRecordRepository.cs b/Repository/TransactionRecordRepository.cs index 85defe7..ca5634a 100644 --- a/Repository/TransactionRecordRepository.cs +++ b/Repository/TransactionRecordRepository.cs @@ -149,6 +149,23 @@ public interface ITransactionRecordRepository : IBaseRepository完整的SELECT SQL语句 /// 动态查询结果列表 Task> ExecuteDynamicSqlAsync(string completeSql); + + /// + /// 根据关键词查询已分类的账单（用于智能分类参考） + /// + /// 关键词列表 + /// 返回结果数量限制 + /// 已分类的账单列表 + Task> GetClassifiedByKeywordsAsync(List keywords, int limit = 10); + + /// + /// 根据关键词查询已分类的账单，并计算相关度分数 + /// + /// 关键词列表 + /// 最小匹配率（0.0-1.0），默认0.3表示至少匹配30%的关键词 + /// 返回结果数量限制 + /// 带相关度分数的已分类账单列表 + Task> GetClassifiedByKeywordsWithScoreAsync(List keywords, double minMatchRate = 0.3, int limit = 10); } public class TransactionRecordRepository(IFreeSql freeSql) : BaseRepository(freeSql), ITransactionRecordRepository @@ -344,7 +361,7 @@ public class TransactionRecordRepository(IFreeSql freeSql) : BaseRepository list, int total)> GetReasonGroupsAsync(int pageIndex = 1, int pageSize = 20) { - // 先按照Reason分组，统计每个Reason的数量 + // 先按照Reason分组，统计每个Reason的数量和总金额 var groups = await FreeSql.Select() .Where(t => !string.IsNullOrEmpty(t.Reason)) .Where(t => string.IsNullOrEmpty(t.Classify)) // 只统计未分类的 @@ -352,11 +369,12 @@ public class TransactionRecordRepository(IFreeSql freeSql) : BaseRepository new { Reason = g.Key, - Count = g.Count() + Count = g.Count(), + TotalAmount = g.Sum(g.Value.Amount) }); - // 按数量降序排序 - var sortedGroups = groups.OrderByDescending(g => g.Count).ToList(); + // 按总金额绝对值降序排序 + var sortedGroups = groups.OrderByDescending(g => Math.Abs(g.TotalAmount)).ToList(); var total = sortedGroups.Count; // 分页 @@ -365,22 +383,27 @@ public class TransactionRecordRepository(IFreeSql freeSql) : BaseRepository(); foreach (var group in pagedGroups) { - var sample = await FreeSql.Select() + // 获取该分组的所有记录 + var records = await FreeSql.Select() .Where(t => t.Reason == group.Reason) - .FirstAsync(); + .Where(t => string.IsNullOrEmpty(t.Classify)) + .ToListAsync(); - if (sample != null) + if (records.Count > 0) { + var sample = records.First(); result.Add(new ReasonGroupDto { Reason = group.Reason, Count = (int)group.Count, SampleType = sample.Type, - SampleClassify = sample.Classify ?? string.Empty + SampleClassify = sample.Classify ?? string.Empty, + TransactionIds = records.Select(r => r.Id).ToList(), + TotalAmount = Math.Abs(group.TotalAmount) }); } } @@ -542,6 +565,68 @@ public class TransactionRecordRepository(IFreeSql freeSql) : BaseRepository> GetClassifiedByKeywordsAsync(List keywords, int limit = 10) + { + if (keywords == null || keywords.Count == 0) + { + return new List(); + } + + var query = FreeSql.Select() + .Where(t => t.Classify != ""); // 只查询已分类的账单 + + // 构建OR条件：Reason包含任意一个关键词 + if (keywords.Count > 0) + { + query = query.Where(t => keywords.Any(keyword => t.Reason.Contains(keyword))); + } + + return await query + .OrderByDescending(t => t.OccurredAt) + .Limit(limit) + .ToListAsync(); + } + + public async Task> GetClassifiedByKeywordsWithScoreAsync(List keywords, double minMatchRate = 0.3, int limit = 10) + { + if (keywords == null || keywords.Count == 0) + { + return new List<(TransactionRecord, double)>(); + } + + // 查询所有已分类且包含任意关键词的账单 + var candidates = await FreeSql.Select() + .Where(t => t.Classify != "") + .Where(t => keywords.Any(keyword => t.Reason.Contains(keyword))) + .ToListAsync(); + + // 计算每个候选账单的相关度分数 + var scoredResults = candidates + .Select(record => + { + var matchedCount = keywords.Count(keyword => record.Reason.Contains(keyword, StringComparison.OrdinalIgnoreCase)); + var matchRate = (double)matchedCount / keywords.Count; + + // 额外加分：完全匹配整个摘要（相似度更高） + var exactMatchBonus = keywords.Any(k => record.Reason.Equals(k, StringComparison.OrdinalIgnoreCase)) ? 0.2 : 0.0; + + // 长度相似度加分：长度越接近，相关度越高 + var avgKeywordLength = keywords.Average(k => k.Length); + var lengthSimilarity = 1.0 - Math.Min(1.0, Math.Abs(record.Reason.Length - avgKeywordLength) / Math.Max(record.Reason.Length, avgKeywordLength)); + var lengthBonus = lengthSimilarity * 0.1; + + var score = matchRate + exactMatchBonus + lengthBonus; + return (record, score); + }) + .Where(x => x.score >= minMatchRate) // 过滤低相关度结果 + .OrderByDescending(x => x.score) // 按相关度降序 + .ThenByDescending(x => x.record.OccurredAt) // 相同分数时，按时间降序 + .Take(limit) + .ToList(); + + return scoredResults; + } } /// @@ -568,6 +653,16 @@ public class ReasonGroupDto /// 示例分类（该分组中第一条记录的分类） /// public string SampleClassify { get; set; } = string.Empty; + + /// + /// 该分组的所有账单ID列表 + /// + public List TransactionIds { get; set; } = new(); + + /// + /// 该分组的总金额（绝对值） + /// + public decimal TotalAmount { get; set; } } /// diff --git a/Service/Service.csproj b/Service/Service.csproj index bbfa04e..a2bf00f 100644 --- a/Service/Service.csproj +++ b/Service/Service.csproj @@ -19,6 +19,8 @@ + + diff --git a/Service/TextSegmentService.cs b/Service/TextSegmentService.cs new file mode 100644 index 0000000..0453156 --- /dev/null +++ b/Service/TextSegmentService.cs @@ -0,0 +1,152 @@ +namespace Service; + +using JiebaNet.Segmenter; +using JiebaNet.Analyser; +using Microsoft.Extensions.Logging; + +/// +/// 文本分词服务接口 +/// +public interface ITextSegmentService +{ + /// + /// 从文本中提取关键词 + /// + /// 待分析的文本 + /// 返回前N个关键词，默认5个 + /// 关键词列表 + List ExtractKeywords(string text, int topN = 5); + + /// + /// 对文本进行分词 + /// + /// 待分词的文本 + /// 分词结果列表 + List Segment(string text); +} + +/// +/// 基于 JiebaNet 的文本分词服务实现 +/// +public class TextSegmentService : ITextSegmentService +{ + private readonly JiebaSegmenter _segmenter; + private readonly TfidfExtractor _extractor; + private readonly ILogger _logger; + + public TextSegmentService(ILogger logger) + { + _logger = logger; + _segmenter = new JiebaSegmenter(); + _extractor = new TfidfExtractor(); + + // 仅添加JiebaNet词典中可能缺失的特定业务词汇 + AddCustomWords(); + } + + /// + /// 添加自定义词典 - 仅添加JiebaNet词典中可能缺失的特定词汇 + /// + private void AddCustomWords() + { + try + { + // 只添加可能缺失的特定业务词汇 + // 大部分常用词（如"美团"、"支付宝"等）JiebaNet已内置 + var customWords = new[] + { + "水电费", "物业费", "燃气费" // 复合词，确保作为整体识别 // TODO 做成配置文件 让 AI定期提取复合词汇填入到这边 + }; + + foreach (var word in customWords) + { + _segmenter.AddWord(word); + } + + if (customWords.Length > 0) + { + _logger.LogDebug("已加载 {Count} 个自定义词汇", customWords.Length); + } + } + catch (Exception ex) + { + _logger.LogWarning(ex, "添加自定义词典失败"); + } + } + + public List ExtractKeywords(string text, int topN = 5) + { + if (string.IsNullOrWhiteSpace(text)) + { + return new List(); + } + + try + { + // 使用 TF-IDF 算法提取关键词（已内置停用词过滤） + var keywords = _extractor.ExtractTags(text, topN, new List()); + + // 过滤单字，保留有意义的词 + var filteredKeywords = keywords + .Where(k => k.Length >= 2) + .Distinct() + .ToList(); + + // 如果过滤后没有关键词，使用基础分词并选择最长的词 + if (filteredKeywords.Count == 0) + { + var segments = Segment(text); + filteredKeywords = segments + .Where(s => s.Length >= 2) + .OrderByDescending(s => s.Length) + .Take(topN) + .Distinct() + .ToList(); + } + + // 如果还是没有，返回原文的前10个字符 + if (filteredKeywords.Count == 0 && text.Length > 0) + { + filteredKeywords.Add(text.Length > 10 ? text.Substring(0, 10) : text); + } + + _logger.LogDebug("从文本 '{Text}' 中提取关键词: {Keywords}", + text, string.Join(", ", filteredKeywords)); + + return filteredKeywords; + } + catch (Exception ex) + { + _logger.LogError(ex, "提取关键词失败，文本: {Text}", text); + // 降级处理：返回原文 + return new List { text.Length > 10 ? text.Substring(0, 10) : text }; + } + } + + public List Segment(string text) + { + if (string.IsNullOrWhiteSpace(text)) + { + return new List(); + } + + try + { + // 执行分词 + var segments = _segmenter.Cut(text).ToList(); + + // 过滤空白和停用词 + var filteredSegments = segments + .Where(s => !string.IsNullOrWhiteSpace(s) && s.Trim().Length > 0) + .Select(s => s.Trim()) + .ToList(); + + return filteredSegments; + } + catch (Exception ex) + { + _logger.LogError(ex, "分词失败，文本: {Text}", text); + return new List { text }; + } + } +} diff --git a/Web/.eslintcache b/Web/.eslintcache new 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no-console */ + export function register() { if ('serviceWorker' in navigator) { diff --git a/Web/src/views/CalendarView.vue b/Web/src/views/CalendarView.vue index e7ca570..bbee147 100644 --- a/Web/src/views/CalendarView.vue +++ b/Web/src/views/CalendarView.vue @@ -17,15 +17,26 @@ position="bottom" :style="{ height: '85%' }" round - closeable >
-

{{ selectedDateText }}

-

- 共 {{ dateTransactions.length }} 笔交易， - -

+ +

{{ selectedDateText }}

+
+

+ 共 {{ dateTransactions.length }} 笔交易， + +

+ +
@@ -56,6 +67,7 @@ import request from "@/api/request"; import { getTransactionDetail, getTransactionsByDate } from "@/api/transactionRecord"; import TransactionList from "@/components/TransactionList.vue"; import TransactionDetail from "@/components/TransactionDetail.vue"; +import SmartClassifyButton from "@/components/SmartClassifyButton.vue"; const dailyStatistics = ref({}); const listVisible = ref(false); @@ -107,6 +119,7 @@ const fetchDailyStatistics = async (year, month) => { } }; +const smartClassifyButtonRef = ref(null); // 获取指定日期的交易列表 const fetchDateTransactions = async (date) => { try { @@ -122,6 +135,8 @@ const fetchDateTransactions = async (date) => { dateTransactions.value = response .data .sort((a, b) => b.amount - a.amount); + // 重置智能分类按钮 + smartClassifyButtonRef.value.reset() } else { dateTransactions.value = []; showToast(response.message || "获取交易列表失败"); @@ -205,6 +220,17 @@ const onDetailSave = () => { fetchDailyStatistics(now.getFullYear(), now.getMonth() + 1); }; +// 智能分类保存回调 +const onSmartClassifySave = async () => { + // 保存完成后重新加载数据 + if (selectedDate.value) { + await fetchDateTransactions(selectedDate.value); + } + // 重新加载统计数据 + const now = selectedDate.value || new Date(); + fetchDailyStatistics(now.getFullYear(), now.getMonth() + 1); +}; + const formatterCalendar = (day) => { const dayCopy = { ...day }; if (dayCopy.date.toDateString() === new Date().toDateString()) { @@ -264,4 +290,45 @@ fetchDailyStatistics(now.getFullYear(), now.getMonth() + 1); background: transparent !important; } +/* 弹窗头部样式 */ +.popup-header-fixed { + padding: 16px; + position: relative; +} + +.close-icon { + position: absolute; + top: 16px; + left: 16px; + font-size: 18px; + color: #969799; + cursor: pointer; + z-index: 10; +} + +.date-title { + text-align: center; + margin: 0 0 12px; + font-size: 16px; + font-weight: 500; +} + +.header-stats { + display: flex; + justify-content: space-between; + align-items: center; + gap: 12px; +} + +.header-stats p { + flex: 1; + margin: 0; + font-size: 14px; + color: #646566; +} + +.popup-scroll-content { + padding-top: 8px; +} + diff --git a/Web/src/views/ClassificationBatch.vue b/Web/src/views/ClassificationBatch.vue index 3576f7d..bfa96e3 100644 --- a/Web/src/views/ClassificationBatch.vue +++ b/Web/src/views/ClassificationBatch.vue @@ -56,6 +56,9 @@ {{ group.sampleClassify }} {{ group.count }} 条记录 + + ¥{{ Math.abs(group.totalAmount).toFixed(2) }} +