(improvement)(Headless) move Knowledge package to chat package (#816)

Co-authored-by: jolunoluo

chat/server/src/main/java/com/tencent/supersonic/chat/server/processor/execute/MetricRecommendProcessor.java

@@ -12,7 +12,7 @@ import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import com.tencent.supersonic.headless.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.headless.api.pojo.request.ExecuteQueryReq;
 import com.tencent.supersonic.headless.api.pojo.response.QueryResult;
-import com.tencent.supersonic.headless.core.knowledge.MetaEmbeddingService;
+import com.tencent.supersonic.headless.core.chat.knowledge.MetaEmbeddingService;
 import org.springframework.util.CollectionUtils;
 
 import java.util.Collections;

headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/SchemaElement.java

@@ -27,9 +27,8 @@ public class SchemaElement implements Serializable {
     private List<String> alias;
     private List<SchemaValueMap> schemaValueMaps;
     private List<RelatedSchemaElement> relatedSchemaElements;
-
     private String defaultAgg;
-
+    private String dataFormatType;
     private double order;
 
     @Override

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/DataSetInfoStat.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import lombok.Builder;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/DatabaseMapResult.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import com.google.common.base.Objects;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/DictUpdateMode.java

@@ -1,5 +1,5 @@
 
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 public enum DictUpdateMode {
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/DictWord.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import java.util.Objects;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/DictionaryAttributeUtil.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import com.hankcs.hanlp.corpus.tag.Nature;
 import com.hankcs.hanlp.dictionary.CoreDictionary;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/EmbeddingResult.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import com.google.common.base.Objects;
 import java.util.Map;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/HadoopFileIOAdapter.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import com.hankcs.hanlp.corpus.io.IIOAdapter;
 import java.io.IOException;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/HanlpMapResult.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import com.google.common.base.Objects;
 import java.util.List;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/KnowledgeService.java

@@ -1,8 +1,8 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.stereotype.Service;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/MapResult.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import java.io.Serializable;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/MetaEmbeddingService.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import com.tencent.supersonic.common.config.EmbeddingConfig;
 import com.tencent.supersonic.common.pojo.Constants;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/MultiCustomDictionary.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import static com.hankcs.hanlp.utility.Predefine.logger;
 
@@ -15,7 +15,7 @@ import com.hankcs.hanlp.seg.common.Term;
 import com.hankcs.hanlp.utility.LexiconUtility;
 import com.hankcs.hanlp.utility.Predefine;
 import com.hankcs.hanlp.utility.TextUtility;
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
 
 import java.io.BufferedOutputStream;
 import java.io.BufferedReader;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/SearchService.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge;
+package com.tencent.supersonic.headless.core.chat.knowledge;
 
 import com.hankcs.hanlp.collection.trie.bintrie.BaseNode;
 import com.hankcs.hanlp.collection.trie.bintrie.BinTrie;
@@ -7,7 +7,7 @@ import com.hankcs.hanlp.dictionary.CoreDictionary;
 import com.hankcs.hanlp.seg.common.Term;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.request.DimensionValueReq;
-import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.NatureHelper;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.util.CollectionUtils;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/BaseWordBuilder.java

@@ -1,7 +1,7 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
 import java.util.ArrayList;
 import java.util.List;
 import lombok.extern.slf4j.Slf4j;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/BaseWordWithAliasBuilder.java

@@ -1,7 +1,8 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
+
 import java.util.ArrayList;
 import java.util.List;
 import org.springframework.util.CollectionUtils;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/DimensionWordBuilder.java

@@ -1,9 +1,9 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
 import java.util.List;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.stereotype.Service;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/EntityWordBuilder.java

@@ -1,10 +1,10 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
 import java.util.List;
 import java.util.Objects;
 import lombok.extern.slf4j.Slf4j;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/MetricWordBuilder.java

@@ -1,9 +1,9 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
 import java.util.List;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.stereotype.Service;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/ModelWordBuilder.java

@@ -1,9 +1,9 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
 import java.util.List;
 import java.util.Objects;
 import lombok.extern.slf4j.Slf4j;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/TagWordBuilder.java

@@ -1,9 +1,10 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
+
 import java.util.List;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.stereotype.Service;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/ValueWordBuilder.java

@@ -1,10 +1,10 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
 import java.util.List;
 import java.util.Objects;
 import lombok.extern.slf4j.Slf4j;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/builder/WordBuilderFactory.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge.builder;
+package com.tencent.supersonic.headless.core.chat.knowledge.builder;
 
 
 import com.tencent.supersonic.common.pojo.enums.DictWordType;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/helper/FileHelper.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge.helper;
+package com.tencent.supersonic.headless.core.chat.knowledge.helper;
 
 import static com.hankcs.hanlp.HanLP.Config.CustomDictionaryPath;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/helper/HanlpHelper.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge.helper;
+package com.tencent.supersonic.headless.core.chat.knowledge.helper;
 
 import com.google.common.collect.Lists;
 import com.hankcs.hanlp.HanLP;
@@ -9,11 +9,11 @@ import com.hankcs.hanlp.seg.Segment;
 import com.hankcs.hanlp.seg.common.Term;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
-import com.tencent.supersonic.headless.core.knowledge.HadoopFileIOAdapter;
+import com.tencent.supersonic.headless.core.chat.knowledge.HadoopFileIOAdapter;
-import com.tencent.supersonic.headless.core.knowledge.MapResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.MapResult;
-import com.tencent.supersonic.headless.core.knowledge.MultiCustomDictionary;
+import com.tencent.supersonic.headless.core.chat.knowledge.MultiCustomDictionary;
-import com.tencent.supersonic.headless.core.knowledge.SearchService;
+import com.tencent.supersonic.headless.core.chat.knowledge.SearchService;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.beans.BeanUtils;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/helper/HdfsFileHelper.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.knowledge.helper;
+package com.tencent.supersonic.headless.core.chat.knowledge.helper;
 
 import static com.hankcs.hanlp.HanLP.Config.CustomDictionaryPath;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/knowledge/helper/NatureHelper.java

@@ -1,11 +1,11 @@
-package com.tencent.supersonic.headless.core.knowledge.helper;
+package com.tencent.supersonic.headless.core.chat.knowledge.helper;
 
 import com.google.common.collect.Lists;
 import com.hankcs.hanlp.corpus.tag.Nature;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
-import com.tencent.supersonic.headless.core.knowledge.DataSetInfoStat;
+import com.tencent.supersonic.headless.core.chat.knowledge.DataSetInfoStat;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.util.CollectionUtils;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/BaseMatchStrategy.java

@@ -3,7 +3,7 @@ package com.tencent.supersonic.headless.core.chat.mapper;
 
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
-import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.NatureHelper;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.collections4.CollectionUtils;
 import org.apache.commons.lang3.StringUtils;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/DatabaseMatchStrategy.java

@@ -7,7 +7,7 @@ import com.tencent.supersonic.headless.api.pojo.SchemaElementMatch;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
 import com.tencent.supersonic.headless.core.config.OptimizationConfig;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
-import com.tencent.supersonic.headless.core.knowledge.DatabaseMapResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.DatabaseMapResult;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.beans.factory.annotation.Autowired;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/EmbeddingMapper.java

@@ -8,9 +8,9 @@ import com.tencent.supersonic.headless.api.pojo.SchemaElementMatch;
 import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
-import com.tencent.supersonic.headless.core.knowledge.EmbeddingResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.EmbeddingResult;
-import com.tencent.supersonic.headless.core.knowledge.builder.BaseWordBuilder;
+import com.tencent.supersonic.headless.core.chat.knowledge.builder.BaseWordBuilder;
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
 import lombok.extern.slf4j.Slf4j;
 
 import java.util.List;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/EmbeddingMatchStrategy.java

@@ -6,8 +6,8 @@ import com.tencent.supersonic.common.util.embedding.Retrieval;
 import com.tencent.supersonic.common.util.embedding.RetrieveQuery;
 import com.tencent.supersonic.common.util.embedding.RetrieveQueryResult;
 import com.tencent.supersonic.headless.core.config.OptimizationConfig;
-import com.tencent.supersonic.headless.core.knowledge.EmbeddingResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.EmbeddingResult;
-import com.tencent.supersonic.headless.core.knowledge.MetaEmbeddingService;
+import com.tencent.supersonic.headless.core.chat.knowledge.MetaEmbeddingService;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.collections.CollectionUtils;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/HanlpDictMatchStrategy.java

@@ -4,8 +4,8 @@ import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
 import com.tencent.supersonic.headless.core.config.OptimizationConfig;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
-import com.tencent.supersonic.headless.core.knowledge.HanlpMapResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.HanlpMapResult;
-import com.tencent.supersonic.headless.core.knowledge.KnowledgeService;
+import com.tencent.supersonic.headless.core.chat.knowledge.KnowledgeService;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.collections.CollectionUtils;
 import org.apache.commons.lang3.StringUtils;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/KeywordMapper.java

@@ -7,10 +7,10 @@ import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import com.tencent.supersonic.headless.api.pojo.SchemaMapInfo;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
-import com.tencent.supersonic.headless.core.knowledge.DatabaseMapResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.DatabaseMapResult;
-import com.tencent.supersonic.headless.core.knowledge.HanlpMapResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.HanlpMapResult;
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
-import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.NatureHelper;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.util.CollectionUtils;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/MapperHelper.java

@@ -3,7 +3,7 @@ package com.tencent.supersonic.headless.core.chat.mapper;
 import com.hankcs.hanlp.algorithm.EditDistance;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
 import com.tencent.supersonic.headless.core.config.OptimizationConfig;
-import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.NatureHelper;
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Autowired;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/QueryFilterMapper.java

@@ -9,7 +9,7 @@ import com.tencent.supersonic.headless.api.pojo.SchemaMapInfo;
 import com.tencent.supersonic.headless.api.pojo.request.QueryFilter;
 import com.tencent.supersonic.headless.api.pojo.request.QueryFilters;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
-import com.tencent.supersonic.headless.core.knowledge.builder.BaseWordBuilder;
+import com.tencent.supersonic.headless.core.chat.knowledge.builder.BaseWordBuilder;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.util.CollectionUtils;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/mapper/SearchMatchStrategy.java

@@ -4,9 +4,9 @@ import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.response.S2Term;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
-import com.tencent.supersonic.headless.core.knowledge.HanlpMapResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.HanlpMapResult;
-import com.tencent.supersonic.headless.core.knowledge.KnowledgeService;
+import com.tencent.supersonic.headless.core.chat.knowledge.KnowledgeService;
-import com.tencent.supersonic.headless.core.knowledge.SearchService;
+import com.tencent.supersonic.headless.core.chat.knowledge.SearchService;
 import org.apache.commons.collections.CollectionUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.beans.factory.annotation.Autowired;

headless/core/src/main/java/com/tencent/supersonic/headless/core/chat/parser/llm/LLMRequestService.java

@@ -1,6 +1,5 @@
 package com.tencent.supersonic.headless.core.chat.parser.llm;
 
-import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.enums.DataFormatTypeEnum;
 import com.tencent.supersonic.common.pojo.enums.QueryType;
 import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
@@ -8,9 +7,7 @@ import com.tencent.supersonic.common.util.DateUtils;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.headless.api.pojo.SchemaElementMatch;
 import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
-import com.tencent.supersonic.headless.api.pojo.SchemaItem;
 import com.tencent.supersonic.headless.api.pojo.SemanticSchema;
-import com.tencent.supersonic.headless.api.pojo.response.DataSetSchemaResp;
 import com.tencent.supersonic.headless.core.chat.parser.SatisfactionChecker;
 import com.tencent.supersonic.headless.core.chat.query.llm.s2sql.LLMReq;
 import com.tencent.supersonic.headless.core.chat.query.llm.s2sql.LLMReq.ElementValue;
@@ -80,7 +77,7 @@ public class LLMRequestService {
 
         List<String> fieldNameList = getFieldNameList(queryCtx, dataSetId, llmParserConfig);
 
-        String priorExts = getPriorExts(dataSetId, fieldNameList);
+        String priorExts = getPriorExts(queryCtx, fieldNameList);
         llmReq.setPriorExts(priorExts);
 
         fieldNameList.add(TimeDimensionEnum.DAY.getChName());
@@ -117,19 +114,16 @@ public class LLMRequestService {
         return new ArrayList<>(results);
     }
 
-    private String getPriorExts(Long dataSetId, List<String> fieldNameList) {
+    private String getPriorExts(QueryContext queryContext, List<String> fieldNameList) {
         StringBuilder extraInfoSb = new StringBuilder();
-        //todo
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
-        List<DataSetSchemaResp> dataSetSchemaResps = Lists.newArrayList();
+        Map<String, String> fieldNameToDataFormatType = semanticSchema.getMetrics()
-        if (!CollectionUtils.isEmpty(dataSetSchemaResps)) {
-            DataSetSchemaResp dataSetSchemaResp = dataSetSchemaResps.get(0);
-            Map<String, String> fieldNameToDataFormatType = dataSetSchemaResp.getMetrics()
                 .stream().filter(metricSchemaResp -> Objects.nonNull(metricSchemaResp.getDataFormatType()))
                 .flatMap(metricSchemaResp -> {
                     Set<Pair<String, String>> result = new HashSet<>();
                     String dataFormatType = metricSchemaResp.getDataFormatType();
                     result.add(Pair.of(metricSchemaResp.getName(), dataFormatType));
-                        List<String> aliasList = SchemaItem.getAliasList(metricSchemaResp.getAlias());
+                    List<String> aliasList = metricSchemaResp.getAlias();
                     if (!CollectionUtils.isEmpty(aliasList)) {
                         for (String alias : aliasList) {
                             result.add(Pair.of(alias, dataFormatType));
@@ -146,7 +140,6 @@ public class LLMRequestService {
                 extraInfoSb.append(format);
             }
         }
-        }
         return extraInfoSb.toString();
     }
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/config/ChatLocalFileConfig.java

@@ -1,6 +1,6 @@
 package com.tencent.supersonic.headless.core.config;
 
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Value;

headless/core/src/main/java/com/tencent/supersonic/headless/core/file/LocalFileConfig.java

@@ -1,6 +1,6 @@
 package com.tencent.supersonic.headless.core.file;
 
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Value;

headless/server/src/main/java/com/tencent/supersonic/headless/server/listener/ApplicationStartedListener.java

@@ -1,8 +1,8 @@
 package com.tencent.supersonic.headless.server.listener;
 
 
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
-import com.tencent.supersonic.headless.core.knowledge.KnowledgeService;
+import com.tencent.supersonic.headless.core.chat.knowledge.KnowledgeService;
 import com.tencent.supersonic.headless.server.service.impl.WordService;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.collections.CollectionUtils;

headless/server/src/main/java/com/tencent/supersonic/headless/server/listener/SchemaDictUpdateListener.java

@@ -4,8 +4,8 @@ import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.common.pojo.DataEvent;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.common.pojo.enums.EventType;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.context.ApplicationListener;
 import org.springframework.scheduling.annotation.Async;

headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/ChatQueryServiceImpl.java

@@ -43,11 +43,11 @@ import com.tencent.supersonic.headless.core.chat.query.QueryManager;
 import com.tencent.supersonic.headless.core.chat.query.SemanticQuery;
 import com.tencent.supersonic.headless.core.chat.query.llm.s2sql.LLMSqlQuery;
 import com.tencent.supersonic.headless.core.chat.query.rule.RuleSemanticQuery;
-import com.tencent.supersonic.headless.core.knowledge.HanlpMapResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.HanlpMapResult;
-import com.tencent.supersonic.headless.core.knowledge.KnowledgeService;
+import com.tencent.supersonic.headless.core.chat.knowledge.KnowledgeService;
-import com.tencent.supersonic.headless.core.knowledge.SearchService;
+import com.tencent.supersonic.headless.core.chat.knowledge.SearchService;
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
-import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.NatureHelper;
 import com.tencent.supersonic.headless.core.pojo.ChatContext;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
 import com.tencent.supersonic.headless.server.persistence.dataobject.StatisticsDO;

headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/DictTaskServiceImpl.java

@@ -9,8 +9,8 @@ import com.tencent.supersonic.headless.api.pojo.request.DictSingleTaskReq;
 import com.tencent.supersonic.headless.api.pojo.response.DictItemResp;
 import com.tencent.supersonic.headless.api.pojo.response.DictTaskResp;
 import com.tencent.supersonic.headless.core.file.FileHandler;
-import com.tencent.supersonic.headless.core.knowledge.KnowledgeService;
+import com.tencent.supersonic.headless.core.chat.knowledge.KnowledgeService;
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
 import com.tencent.supersonic.headless.server.persistence.dataobject.DictTaskDO;
 import com.tencent.supersonic.headless.server.persistence.repository.DictRepository;
 import com.tencent.supersonic.headless.server.service.DictTaskService;

headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/SearchServiceImpl.java

@@ -14,12 +14,12 @@ import com.tencent.supersonic.headless.core.chat.mapper.MatchText;
 import com.tencent.supersonic.headless.core.chat.mapper.ModelWithSemanticType;
 import com.tencent.supersonic.headless.core.chat.mapper.SearchMatchStrategy;
 import com.tencent.supersonic.headless.core.pojo.QueryContext;
-import com.tencent.supersonic.headless.core.knowledge.DataSetInfoStat;
+import com.tencent.supersonic.headless.core.chat.knowledge.DataSetInfoStat;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
-import com.tencent.supersonic.headless.core.knowledge.HanlpMapResult;
+import com.tencent.supersonic.headless.core.chat.knowledge.HanlpMapResult;
-import com.tencent.supersonic.headless.core.knowledge.KnowledgeService;
+import com.tencent.supersonic.headless.core.chat.knowledge.KnowledgeService;
-import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.HanlpHelper;
-import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
+import com.tencent.supersonic.headless.core.chat.knowledge.helper.NatureHelper;
 import com.tencent.supersonic.headless.server.service.ChatContextService;
 import com.tencent.supersonic.headless.server.service.DataSetService;
 import com.tencent.supersonic.headless.server.service.SearchService;
@@ -147,10 +147,6 @@ public class SearchServiceImpl implements SearchService {
                 && modelStat.getDimensionValueDataSetCount() <= 0 && modelStat.getDataSetCount() <= 0;
     }
 
-    private boolean effectiveModel(Long contextModel) {
-        return Objects.nonNull(contextModel) && contextModel > 0;
-    }
-
     private Set<SearchResult> searchDimensionValue(List<SchemaElement> metricsDb,
             Map<Long, String> modelToName,
             long metricModelCount,

headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/WordService.java

@@ -3,8 +3,8 @@ package com.tencent.supersonic.headless.server.service.impl;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
 import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.headless.api.pojo.SemanticSchema;
-import com.tencent.supersonic.headless.core.knowledge.DictWord;
+import com.tencent.supersonic.headless.core.chat.knowledge.DictWord;
-import com.tencent.supersonic.headless.core.knowledge.builder.WordBuilderFactory;
+import com.tencent.supersonic.headless.core.chat.knowledge.builder.WordBuilderFactory;
 import com.tencent.supersonic.headless.server.service.SchemaService;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Autowired;

headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/DataSetSchemaBuilder.java

@@ -187,6 +187,7 @@ public class DataSetSchemaBuilder {
                     .alias(alias)
                     .relatedSchemaElements(getRelateSchemaElement(metric))
                     .defaultAgg(metric.getDefaultAgg())
+                    .dataFormatType(metric.getDataFormatType())
                     .build();
             metrics.add(metricToAdd);