364 lines
18 KiB
C#
364 lines
18 KiB
C#
using CloudBuilder.AI.Entity;
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using CloudBuilder.Core.DatabaseAccessor.Entity;
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using CloudBuilder.Topshelf.Python;
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namespace CloudBuilder.Topshelf.Utility
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{
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public class SpeakerAnalysisHelper
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{
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public string GetPerson(Hanlp2 hanlp, string text)
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{
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string depRoot = hanlp.GetDepRoot(text);
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List<NamedEntity> ners = hanlp.GetHanlpNer(text);
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List<List<MeaningRepresentationParsingEntity>> srls = hanlp.GetHanlpSrl(text);
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List<HanlpConstituencyNode> cons = hanlp.GetHanlpCon(text);
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SpeakerAnalysisHelper speakerFeatureLearner = new SpeakerAnalysisHelper();
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List<string> ps = new List<string>();
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string arg1 = string.Empty;
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string person = GetArg0(hanlp, depRoot, ners, srls, cons, ref arg1);
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//同边同时有的，放在最前面
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if (!string.IsNullOrEmpty(person) && ners != null && ners.Where(x => x.Type.Contains("PERSON")).Count() > 0)
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{
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if (ners.Where(x => x.Text.Contains(person)).Any()) ps.Add(person);
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}
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//如果前面的不一样，那么加入人名
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if (ners != null && ners.Where(x => x.Type.Contains("PERSON")).Count() > 0)
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{
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foreach (string namedEntity in ners.Where(x => x.Type.Contains("PERSON")).Select(x => x.Text).Distinct().ToArray())
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{
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if (namedEntity.Length > 1)
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{
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if (!ps.Contains(namedEntity))
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ps.Add(namedEntity);
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}
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else
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{
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HanlpConstituencyNode[] nodes;
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HanlpConstituencyNode nodef;
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string feature = null;
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nodes = HanlpResultHelper.GetNodeByLabel(cons, namedEntity);
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if (nodes == null || nodes.Length == 0) continue;
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string[] nps = new string[] { "NP", "DNP" };
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//如果存在，找到父节点上的NP
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foreach (HanlpConstituencyNode node in nodes)
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{
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nodef = HanlpResultHelper.GetNodeTopLabelById(cons, node.FatherId, nps);
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if (nodef != null)
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{
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feature = HanlpResultHelper.GetNodeBottomLabelById(cons, nodef.ItemId, nps);
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if (string.IsNullOrEmpty(feature)) continue;
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}
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else if (string.IsNullOrEmpty(feature))
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{
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feature = node.Label;
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}
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//如果下一个是“NP、DNP”，可以串起来，跟上面的GetNodeBottomLabelById类似
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if (feature.Length == 1)
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{
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HanlpConstituencyNode[] nodesSon;
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nodef = HanlpResultHelper.GetNodeById(cons, node.ItemId + 1);
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if (nps.Contains(nodef.Label))
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{
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nodesSon = HanlpResultHelper.GetNodeSonById(cons, nodef.ItemId);
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if (nodesSon != null && nodesSon.Where(x => x.Children == 0).Any())
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{
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feature += string.Concat(nodesSon.Select(x => x.Label));
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}
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}
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}
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if (feature.Length == 1)
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{
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var bs = HanlpResultHelper.GetNodeBrothersById(cons, node.ItemId);
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if (bs != null && bs.Where(x => x.Children == 0).Any())
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{
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feature += string.Concat(bs.Select(x => x.Label));
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}
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}
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if (feature.Contains(namedEntity) && !ps.Contains(feature)) ps.Add(feature);
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}
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}
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}
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}
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//如果主语==动作发出者
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if (!string.IsNullOrEmpty(person) && !ps.Contains(person) && !ps.Contains(string.Format("[{0}]", person))) ps.Add(string.Format("【{0}】", person));
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//动作接受者
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//if (!string.IsNullOrEmpty(arg1) && !ps.Contains(arg1)) ps.Add(arg1);
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person = QuotedString.ToDelimiteredList(ps.ToArray());
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return person;
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}
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public string GetAgr0(Hanlp2 hanlp, string text)
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{
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string depRoot = hanlp.GetDepRoot(text);
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List<NamedEntity> ners = hanlp.GetHanlpNer(text);
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List<List<MeaningRepresentationParsingEntity>> srls = hanlp.GetHanlpSrl(text);
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List<HanlpConstituencyNode> cons = hanlp.GetHanlpCon(text);
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SpeakerAnalysisHelper speakerFeatureLearner = new SpeakerAnalysisHelper();
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List<string> ps = new List<string>();
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string arg1 = string.Empty;
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return GetArg0(hanlp, depRoot, ners, srls, cons, ref arg1);
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}
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public string GetArg0(Hanlp2 hanlp, string depRoot, List<NamedEntity> ners, List<List<MeaningRepresentationParsingEntity>> srls, List<HanlpConstituencyNode> cons, ref string arg1)
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{
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string arg0 = string.Empty;
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if (!string.IsNullOrEmpty(depRoot) && srls != null && srls.Count() > 0)
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{
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foreach (var srl in srls)
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{
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if (srl.Where(x => x.Text == depRoot).Any())
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{
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foreach (var mrp in srl)
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{
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if (mrp.Type.ToUpper() != "ARG0") continue;
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if (ners != null && ners.Where(x => mrp.Text.Contains(x.Text)).Any() &&
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ners.Where(x => mrp.Text.Contains(x.Text)).FirstOrDefault().Text.Length > 1)
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return ners.Where(x => mrp.Text.Contains(x.Text)).FirstOrDefault().Text;
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if (mrp.Text.Length > 4)
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{
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arg0 = GetAgr0(hanlp, mrp.Text);
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}
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else if (mrp.Text.Length > 1)
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{
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if (ners == null || ners.Where(x => x.Type.Contains("PERSON")).Count() == 0)
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return mrp.Text;
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}
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}
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}
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foreach (var mrp in srl)
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{
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if (mrp.Type.ToUpper() != "ARG0") continue;
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if (mrp.Text.Length > 4)
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{
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var temp = GetAgr0(hanlp, mrp.Text);
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if (!string.IsNullOrEmpty(temp))
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{
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arg1 = temp;
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return arg0;
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}
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}
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else
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{
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arg1 = mrp.Text;
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}
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}
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}
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}
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return arg0;
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}
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public void MatchPerson(AiSentenceViewEntity[] aiSentences, IRepository<AiSentenceEntity> repositoryAiSentenceEntity)
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{
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if (AiChapterPersons == null || AiChapterPersons.Length == 0) return;
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AiSentenceEntity aiSentence;
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string dialogueName = string.Empty;
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int totalLines = aiSentences.Length;
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int processedLines = 0; // 已处理行数计数器
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Console.WriteLine($"\r");
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foreach (AiSentenceViewEntity aiSentenceView in aiSentences)
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{
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aiSentenceView.PersonName = null;
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processedLines++;
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ConsoleOutput.UpdateProgress(processedLines, totalLines);
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if (aiSentenceView.DialogueIndc != YesNoPolicy.YES) continue;
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//A说：“B,你好！”/“A,你好！”B对A说。
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if (aiSentences.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphId == aiSentenceView.ParagraphId).Count() > 1)
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{
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dialogueName = string.Empty;
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//提取对话中的人物
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if (AiChapterPersons.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphIndex == aiSentenceView.ParagraphId && aiSentenceView.SentenceIndex == x.SentenceIndex).Any())
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{
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dialogueName = AiChapterPersons.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphIndex == aiSentenceView.ParagraphId && aiSentenceView.SentenceIndex == x.SentenceIndex).FirstOrDefault().PersonName;
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}
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//提取对话段落中，非对话内容中的人物
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if (AiChapterPersons.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphIndex == aiSentenceView.ParagraphId && aiSentenceView.SentenceIndex != x.SentenceIndex && x.PersonName != dialogueName).Any())
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{
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aiSentenceView.PersonName = AiChapterPersons.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphIndex == aiSentenceView.ParagraphId && aiSentenceView.SentenceIndex != x.SentenceIndex && x.PersonName != dialogueName).OrderBy(x => x.OrderIndex).FirstOrDefault().PersonName;
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if (aiSentenceView.PersonName.Contains("【"))
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{
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aiSentenceView.PersonName = AiChapterPersons.Where(x => !x.PersonName.Contains("【") && x.PersonName.Contains(aiSentenceView.PersonName.Replace("【", "").Replace("】", ""))).FirstOrDefault()!.PersonName;
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}
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}
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//说话者在前面
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if (aiSentenceView.SentenceIndex == 2)
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{
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//如果没有提取到人物，优先向前，再向后
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if (string.IsNullOrEmpty(aiSentenceView.PersonName))
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{
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aiSentenceView.PersonName = GetForwardName(dialogueName, aiSentenceView, aiSentences);
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}
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//如果没有提取到人物，优先向前，再向后
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if (string.IsNullOrEmpty(aiSentenceView.PersonName))
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{
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aiSentenceView.PersonName = GetBackwardName(dialogueName, aiSentenceView, aiSentences);
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}
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}
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else
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{
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if (string.IsNullOrEmpty(aiSentenceView.PersonName))
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{
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aiSentenceView.PersonName = GetBackwardName(dialogueName, aiSentenceView, aiSentences);
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}
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if (string.IsNullOrEmpty(aiSentenceView.PersonName))
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{
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aiSentenceView.PersonName = GetForwardName(dialogueName, aiSentenceView, aiSentences);
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}
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}
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//如果“你好”，前后面有說話者的，单独内容，下下文不能是同一個人
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dialogueName = aiSentenceView.PersonName;
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//dialogueName = string.Empty;
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}
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else
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{
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if (AiChapterPersons.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphIndex == aiSentenceView.ParagraphId && aiSentenceView.SentenceIndex == x.SentenceIndex).Any())
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{
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dialogueName = AiChapterPersons.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphIndex == aiSentenceView.ParagraphId && aiSentenceView.SentenceIndex == x.SentenceIndex).FirstOrDefault().PersonName;
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}
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//"你好,"張三說道
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//"你好"
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if (aiSentences.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphId == aiSentenceView.ParagraphId - 1 && x.DialogueIndc == YesNoPolicy.NO).Count() > 0 && aiSentences.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphId == aiSentenceView.ParagraphId + 1 && x.DialogueIndc == YesNoPolicy.YES).Count() == 1) dialogueName = string.Empty;
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//如果没有提取到人物，优先向前，再向后
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aiSentenceView.PersonName = GetForwardName(dialogueName, aiSentenceView, aiSentences, 3);
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//如果没有提取到人物，优先向前，再向后
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if (string.IsNullOrEmpty(aiSentenceView.PersonName))
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{
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aiSentenceView.PersonName = GetBackwardName(dialogueName, aiSentenceView, aiSentences, 5);
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}
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//如果“你好”，前后面有說話者的，单独内容，下下文不能是同一個人
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dialogueName = aiSentenceView.PersonName;
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}
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aiSentence = new AiSentenceEntity();
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ObjectCopyHelper.Copy(aiSentenceView, aiSentence);
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repositoryAiSentenceEntity.UpdateNow(aiSentence);
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}
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}
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public string GetForwardName(string excludeName, AiSentenceViewEntity aiSentenceView, AiSentenceViewEntity[] aiSentences, int maxLength = 10)
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{
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foreach (var cp in AiChapterPersons.Where(x => x.DialogueIndc != YesNoPolicy.YES && x.ChapterId == aiSentenceView.ChapterId && x.ParagraphIndex < aiSentenceView.ParagraphId && x.OrderIndex == 1).OrderByDescending(x => x.ParagraphIndex).ToArray())
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{
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if (aiSentences.Where(x => x.ChapterId == cp.ChapterId && x.ParagraphId == cp.ParagraphIndex
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&& x.DialogueIndc == YesNoPolicy.YES).Any())
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{
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if (aiSentences.Where(x => x.ChapterId == cp.ChapterId && x.ParagraphId == cp.ParagraphIndex
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&& x.DialogueIndc == YesNoPolicy.NO).Any())
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{
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if (string.IsNullOrEmpty(cp.PersonName) || cp.PersonName.Contains("【")) continue;
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if (!string.IsNullOrEmpty(excludeName) && excludeName == cp.PersonName) continue;
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if (!string.IsNullOrEmpty(excludeName) && AreSamePerson(excludeName, cp.PersonName)) continue;
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if (aiSentenceView.ParagraphId - cp.ParagraphIndex > maxLength) break;
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return cp.PersonName;
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}
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break;
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}
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if (string.IsNullOrEmpty(cp.PersonName) || cp.PersonName.Contains("【")) continue;
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if (!string.IsNullOrEmpty(excludeName) && excludeName == cp.PersonName) continue;
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if (!string.IsNullOrEmpty(excludeName) && AreSamePerson(excludeName, cp.PersonName)) continue;
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if (aiSentenceView.ParagraphId - cp.ParagraphIndex > maxLength) break;
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return cp.PersonName;
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}
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return null;
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}
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public string GetBackwardName(string excludeName, AiSentenceViewEntity aiSentenceView, AiSentenceViewEntity[] aiSentences, int maxLength = 10)
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{
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foreach (var cp in AiChapterPersons.Where(x => x.ChapterId == aiSentenceView.ChapterId && x.ParagraphIndex > aiSentenceView.ParagraphId).OrderBy(x => x.ParagraphIndex).ThenBy(x => x.OrderIndex).ToArray())
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{
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if (aiSentences.Where(x => x.ChapterId == cp.ChapterId && x.ParagraphId == cp.ParagraphIndex && x.DialogueIndc == YesNoPolicy.YES).Any()) break;
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if (string.IsNullOrEmpty(cp.PersonName) || cp.PersonName.Contains("【")) continue;
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if (!string.IsNullOrEmpty(excludeName) && aiSentenceView.PersonName == cp.PersonName) continue;
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if (!string.IsNullOrEmpty(excludeName) && AreSamePerson(excludeName, cp.PersonName)) continue;
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if (cp.ParagraphIndex - aiSentenceView.ParagraphId > maxLength) break;
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return cp.PersonName;
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}
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return null;
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}
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public bool AreSamePerson(string nameA, string nameB)
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{
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if (string.IsNullOrWhiteSpace(nameA) || string.IsNullOrWhiteSpace(nameB))
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return false;
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if (nameA.Substring(0, 1) == nameB.Substring(0, 1) && nameA != nameB)
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return false;
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string surnameA = ExtractSurname(nameA);
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string surnameB = ExtractSurname(nameB);
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return !string.IsNullOrEmpty(surnameA) && surnameA == surnameB;
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}
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private string ExtractSurname(string name)
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{
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// 优先提取第一个字符（常见“姓+后缀”模式）
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if (name.Length > 0 && CommonSurnames.Contains(name[0].ToString()))
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return name[0].ToString();
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// 对于“韩胖子”这类姓不在首位的情况，扫描整个字符串
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foreach (char c in name)
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{
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if (CommonSurnames.Contains(c.ToString()))
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return c.ToString();
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}
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return null;
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}
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public AiSentenceEntity[] AiSentences { get; set; }
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public AiChapterPersonEntity[] AiChapterPersons { get; set; }
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public List<string> CommonSurnames { get; set; }
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}
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}
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/*
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“文本解析→人物提取→上下文匹配→结果输出”
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graph TD
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A[对话行] --> B{规则1：文本特征匹配};
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B -->|匹配成功| C[直接赋值说话者];
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B -->|匹配失败| D{规则2：紧邻旁白匹配};
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D -->|匹配成功| C;
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D -->|匹配失败| E{规则3：段落内最近人物};
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E -->|匹配成功| C;
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E -->|匹配失败| F[赋值默认值+标记异常];
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*/ |