(improvement)(chat) Fix agent filter rule query (#777)

Co-authored-by: jolunoluo

.github/workflows/mac-ci.yml

@@ -0,0 +1,35 @@
+name: supersonic mac CI
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  build:
+    runs-on: macos-latest  # Specify a macOS runner
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up JDK 8
+        uses: actions/setup-java@v2
+        with:
+          java-version: '8'
+          distribution: 'adopt'
+
+      - name: Cache Maven packages
+        uses: actions/cache@v2
+        with:
+          path: ~/Library/Caches/Maven  # macOS Maven cache path
+          key: ${{ runner.os }}-m2-${{ hashFiles('**/pom.xml') }}
+          restore-keys: ${{ runner.os }}-m2
+
+      - name: Build with Maven
+        run: mvn -B package --file pom.xml
+
+      - name: Test with Maven
+        run: mvn test

.github/workflows/ubuntu-ci.yml

@@ -0,0 +1,31 @@
+name: supersonic ubuntu CI
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up JDK 8
+      uses: actions/setup-java@v2
+      with:
+        java-version: '8'
+        distribution: 'adopt'
+    - name: Cache Maven packages
+      uses: actions/cache@v2
+      with:
+        path: ~/.m2
+        key: ${{ runner.os }}-m2-${{ hashFiles('**/pom.xml') }}
+        restore-keys: ${{ runner.os }}-m2
+    - name: Build with Maven
+      run: mvn -B package --file pom.xml
+    - name: Test with Maven
+      run: mvn test

.github/workflows/windows-ci.yml

@@ -0,0 +1,35 @@
+name: supersonic windows CI
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  build:
+    runs-on: windows-latest  # Specify a Windows runner
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up JDK 8
+        uses: actions/setup-java@v2
+        with:
+          java-version: '8'
+          distribution: 'adopt'
+
+      - name: Cache Maven packages
+        uses: actions/cache@v2
+        with:
+          path: ~\.m2  # Windows uses a backslash for paths
+          key: ${{ runner.os }}-m2-${{ hashFiles('**/pom.xml') }}
+          restore-keys: ${{ runner.os }}-m2
+
+      - name: Build with Maven
+        run: mvn -B package --file pom.xml
+
+      - name: Test with Maven
+        run: mvn test

CHANGELOG.md

@@ -4,6 +4,22 @@
 - "Breaking Changes" describes any changes that may break existing functionality or cause
   compatibility issues with previous versions.
 
+## SuperSonic [0.8.6] - 2024-02-23
+
+### Added
+- support view abstraction to Headless.
+- add the Metric API to Headless and optimizing the Headless API.
+- add integration tests to Headless.
+- add TimeCorrector to Chat.
+
+## SuperSonic [0.8.4] - 2024-01-19
+
+### Added
+- support creating derived metrics.
+  - Support creating metrics using three methods: by measure, metric, and field expressions.
+- added support for postgresql data source.
+- code adjustment and abstract optimization for chat and headless.
+
 ## SuperSonic [0.8.2] - 2023-12-18
 
 ### Added

README.md

@@ -1,8 +1,10 @@
 [中文介绍](README_CN.md) | [文档中心](https://github.com/tencentmusic/supersonic/wiki)
 
+![Java CI](https://github.com/tencentmusic/supersonic/workflows/supersonic%20CI/badge.svg)
+
 # SuperSonic (超音数)
 
-**SuperSonic is the next-generation LLM-powered data analytics platform that integrates ChatBI and HeadlessBI**. SuperSonic provides a chat interface that empowers users to query data using natural language and visualize the results with suitable charts. To enable such experience, the only thing necessary is to build logical semantic models (definition of entities/metrics/dimensions/tags, along with their meaning, context and relationships) on top of physical data models, and **no data modification or copying** is required. Meanwhile, SuperSonic is designed to be **highly extensible**, allowing custom functionalities to be added and configured with Java SPI.
+**SuperSonic is the next-generation LLM-powered data analytics platform that integrates ChatBI and HeadlessBI**. SuperSonic provides a chat interface that empowers users to query data using natural language and visualize the results with suitable charts. To enable such experience, the only thing necessary is to build logical semantic models (definition of entities/metrics/dimensions/tags, along with their meaning, context and relationships) with semantic layer, and **no data modification or copying** is required. Meanwhile, SuperSonic is designed to be **highly extensible**, allowing custom functionalities to be added and configured with Java SPI.
 
 <img src="./docs/images/supersonic_demo.gif" height="100%" width="100%" align="center"/>
 
@@ -12,6 +14,7 @@ The emergence of Large Language Model (LLM) like ChatGPT is reshaping the way in
 
 From our perspective, the key to filling the real-world gap lies in three aspects: 
 1. Integrate ChatBI with HeadlessBI encapsulating underlying data context (joins, keys, formulas, etc) to **reduce complexity**. 
+   <img src="./docs/images/supersonic_ideas.png" height="65%" width="65%" align="center"/>
 2. Augment the LLM with schema mappers(as a kind of preprocessor) and semantic correctors(as a kind of postprocessor) to **mitigate hallucination**.
 3. Utilize rule-based schema parsers when necessary to **improve efficiency**(in terms of latency and cost).
 

README_CN.md

@@ -10,6 +10,8 @@
 
 在我们看来，为了在实际场景发挥价值，有三个关键点：
 1. 融合HeadlessBI，通过统一语义层封装底层数据细节（关联、键值、公式等），降低SQL生成的**复杂度**。
+
+   <img src="./docs/images/supersonic_ideas.png" height="65%" width="65%" align="center"/>
 2. 通过一前一后的模式映射器和语义修正器，来缓解LLM常见的**幻觉**现象。
 3. 设计启发式的规则，在一些特定场景提升语义解析的**效率**。
 

assembly/bin/supersonic-build.sh

@@ -19,7 +19,7 @@ if [ $? -ne 0 ]; then
 fi
 
 #2. move package to build
-cp $baseDir/../launchers/semantic/target/*.tar.gz ${buildDir}/supersonic-semantic.tar.gz
+cp $baseDir/../launchers/headless/target/*.tar.gz ${buildDir}/supersonic-headless.tar.gz
 cp $baseDir/../launchers/chat/target/*.tar.gz ${buildDir}/supersonic-chat.tar.gz
 cp $baseDir/../launchers/standalone/target/*.tar.gz ${buildDir}/supersonic-standalone.tar.gz
 
@@ -38,7 +38,7 @@ fi
 cd $buildDir
 tar xvf supersonic-webapp.tar.gz
 mv supersonic-webapp webapp
-cp -fr webapp ../../launchers/semantic/target/classes
+cp -fr webapp ../../launchers/headless/target/classes
 cp -fr webapp ../../launchers/chat/target/classes
 cp -fr webapp ../../launchers/standalone/target/classes
 rm -fr  ${buildDir}/webapp
@@ -55,4 +55,4 @@ fi
 rm -fr $runtimeDir/supersonic*
 moveAllToRuntime
 setEnvToWeb chat
-setEnvToWeb semantic
+setEnvToWeb headless

assembly/bin/supersonic-common.sh

@@ -10,11 +10,11 @@ runtimeDir=$baseDir/../runtime
 buildDir=$baseDir/build
 
 readonly CHAT_APP_NAME="supersonic_chat"
-readonly SEMANTIC_APP_NAME="supersonic_semantic"
+readonly HEADLESS_APP_NAME="supersonic_headless"
 readonly PYLLM_APP_NAME="supersonic_pyllm"
 readonly STANDALONE_APP_NAME="supersonic_standalone"
 readonly CHAT_SERVICE="chat"
-readonly SEMANTIC_SERVICE="semantic"
+readonly HEADLESS_SERVICE="headless"
 readonly PYLLM_SERVICE="pyllm"
 readonly STANDALONE_SERVICE="standalone"
 readonly PYLLM_HOST="127.0.0.1"
@@ -46,7 +46,7 @@ function moveAllToRuntime {
   mv ${buildDir}/supersonic-webapp ${buildDir}/webapp
 
   moveToRuntime chat
-  moveToRuntime semantic
+  moveToRuntime headless
   moveToRuntime standalone
   rm -fr  ${buildDir}/webapp
 }

assembly/bin/supersonic-daemon.sh

@@ -33,8 +33,8 @@ cd $baseDir
 function setMainClass {
   if [ "$service" == $CHAT_SERVICE ]; then
     main_class="com.tencent.supersonic.ChatLauncher"
-  elif [ "$service" == $SEMANTIC_SERVICE ]; then
-    main_class="com.tencent.supersonic.SemanticLauncher"
+  elif [ "$service" == $HEADLESS_SERVICE ]; then
+    main_class="com.tencent.supersonic.HeadlessLauncher"
   fi
 }
 setMainClass
@@ -42,8 +42,8 @@ setMainClass
 function setAppName {
   if [ "$service" == $CHAT_SERVICE ]; then
     app_name=$CHAT_APP_NAME
-  elif [ "$service" == $SEMANTIC_SERVICE ]; then
-    app_name=$SEMANTIC_APP_NAME
+  elif [ "$service" == $HEADLESS_SERVICE ]; then
+    app_name=$HEADLESS_APP_NAME
   elif [ "$service" == $PYLLM_SERVICE ]; then
     app_name=$PYLLM_APP_NAME
   fi

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/config/AuthenticationConfig.java

@@ -24,4 +24,13 @@ public class AuthenticationConfig {
     @Value("${authentication.token.http.header.key:Authorization}")
     private String tokenHttpHeaderKey;
 
+    @Value("${authentication.app.appId:appId}")
+    private String appId;
+
+    @Value("${authentication.app.timestamp:timestamp}")
+    private String timestamp;
+
+    @Value("${authentication.app.signature:signature}")
+    private String signature;
+
 }

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/pojo/Organization.java

@@ -1,11 +1,15 @@
 package com.tencent.supersonic.auth.api.authentication.pojo;
 
 import com.google.common.collect.Lists;
+import lombok.AllArgsConstructor;
 import lombok.Data;
+import lombok.NoArgsConstructor;
 
 import java.util.List;
 
 @Data
+@AllArgsConstructor
+@NoArgsConstructor
 public class Organization {
 
     private String id;

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/pojo/User.java

@@ -24,10 +24,19 @@ public class User {
         return new User(id, name, displayName, email, isAdmin);
     }
 
+    public static User get(Long id, String name) {
+        return new User(id, name, name, name, 0);
+    }
+
     public static User getFakeUser() {
         return new User(1L, "admin", "admin", "admin@email", 1);
     }
 
+    public static User getAppUser(int appId) {
+        String name = String.format("app_%s", appId);
+        return new User(1L, name, name, "", 1);
+    }
+
     public String getDisplayName() {
         return StringUtils.isBlank(displayName) ? name : displayName;
     }

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/service/UserService.java

@@ -4,11 +4,15 @@ import com.tencent.supersonic.auth.api.authentication.pojo.Organization;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.request.UserReq;
 
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
 import java.util.List;
 import java.util.Set;
 
 public interface UserService {
 
+    User getCurrentUser(HttpServletRequest httpServletRequest, HttpServletResponse httpServletResponse);
+
     List<String> getUserNames();
 
     List<User> getUserList();

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/utils/UserHolder.java

@@ -2,6 +2,11 @@ package com.tencent.supersonic.auth.api.authentication.utils;
 
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.service.UserStrategy;
+import com.tencent.supersonic.common.pojo.SysParameter;
+import com.tencent.supersonic.common.service.SysParameterService;
+import com.tencent.supersonic.common.util.ContextUtils;
+import org.springframework.util.CollectionUtils;
+
 import javax.servlet.http.HttpServletRequest;
 import javax.servlet.http.HttpServletResponse;
 
@@ -14,7 +19,14 @@ public final class UserHolder {
     }
 
     public static User findUser(HttpServletRequest request, HttpServletResponse response) {
-        return REPO.findUser(request, response);
+        User user = REPO.findUser(request, response);
+        SysParameterService sysParameterService = ContextUtils.getBean(SysParameterService.class);
+        SysParameter sysParameter = sysParameterService.getSysParameter();
+        if (!CollectionUtils.isEmpty(sysParameter.getAdmins())
+                && sysParameter.getAdmins().contains(user.getName())) {
+            user.setIsAdmin(1);
+        }
+        return user;
     }
 
 }

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/adaptor/DefaultUserAdaptor.java

@@ -44,7 +44,17 @@ public class DefaultUserAdaptor implements UserAdaptor {
 
     @Override
     public List<Organization> getOrganizationTree() {
-        return Lists.newArrayList();
+        Organization superSonic = new Organization("1", "0",
+                "SuperSonic", "SuperSonic", Lists.newArrayList(), true);
+        Organization hr = new Organization("2", "1",
+                "Hr", "SuperSonic/Hr", Lists.newArrayList(), false);
+        Organization sales = new Organization("3", "1",
+                "Sales", "SuperSonic/Sales", Lists.newArrayList(), false);
+        Organization marketing = new Organization("4", "1",
+                "Marketing", "SuperSonic/Marketing", Lists.newArrayList(), false);
+        List<Organization> subOrganization = Lists.newArrayList(hr, sales, marketing);
+        superSonic.setSubOrganizations(subOrganization);
+        return Lists.newArrayList(superSonic);
     }
 
     private User convert(UserDO userDO) {

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/interceptor/AuthenticationInterceptor.java

@@ -5,16 +5,17 @@ import com.tencent.supersonic.auth.api.authentication.constant.UserConstants;
 import com.tencent.supersonic.auth.authentication.service.UserServiceImpl;
 import com.tencent.supersonic.auth.authentication.utils.UserTokenUtils;
 import com.tencent.supersonic.common.util.S2ThreadContext;
-import java.lang.reflect.Field;
-import java.util.Arrays;
-import java.util.List;
-import javax.servlet.http.HttpServletRequest;
 import org.apache.catalina.connector.RequestFacade;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.logging.log4j.util.Strings;
 import org.apache.tomcat.util.http.MimeHeaders;
 import org.springframework.util.CollectionUtils;
 import org.springframework.web.multipart.support.StandardMultipartHttpServletRequest;
 import org.springframework.web.servlet.HandlerInterceptor;
+import javax.servlet.http.HttpServletRequest;
+import java.lang.reflect.Field;
+import java.util.Arrays;
+import java.util.List;
 
 
 public abstract class AuthenticationInterceptor implements HandlerInterceptor {
@@ -58,6 +59,11 @@ public abstract class AuthenticationInterceptor implements HandlerInterceptor {
         return "true".equalsIgnoreCase(internal);
     }
 
+    protected boolean isAppRequest(HttpServletRequest request) {
+        String appId = request.getHeader(authenticationConfig.getAppId());
+        return StringUtils.isNotBlank(appId);
+    }
+
     protected void reflectSetparam(HttpServletRequest request, String key, String value) {
         try {
             if (request instanceof StandardMultipartHttpServletRequest) {

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/interceptor/DefaultAuthenticationInterceptor.java

@@ -10,12 +10,12 @@ import com.tencent.supersonic.common.pojo.exception.AccessException;
 import com.tencent.supersonic.common.util.ContextUtils;
 import com.tencent.supersonic.common.util.S2ThreadContext;
 import com.tencent.supersonic.common.util.ThreadContext;
-import java.lang.reflect.Method;
-import javax.servlet.http.HttpServletRequest;
-import javax.servlet.http.HttpServletResponse;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.web.method.HandlerMethod;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import java.lang.reflect.Method;
 
 @Slf4j
 public class DefaultAuthenticationInterceptor extends AuthenticationInterceptor {
@@ -35,7 +35,10 @@ public class DefaultAuthenticationInterceptor extends AuthenticationInterceptor
             setFakerUser(request);
             return true;
         }
-
+        if (isAppRequest(request)) {
+            setFakerUser(request);
+            return true;
+        }
         if (handler instanceof HandlerMethod) {
             HandlerMethod handlerMethod = (HandlerMethod) handler;
             Method method = handlerMethod.getMethod();

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/rest/UserController.java

@@ -5,18 +5,18 @@ import com.tencent.supersonic.auth.api.authentication.pojo.Organization;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.request.UserReq;
 import com.tencent.supersonic.auth.api.authentication.service.UserService;
-import com.tencent.supersonic.auth.api.authentication.utils.UserHolder;
-import java.util.List;
-import java.util.Set;
-import javax.servlet.http.HttpServletRequest;
-import javax.servlet.http.HttpServletResponse;
 import lombok.extern.slf4j.Slf4j;
-import org.springframework.web.bind.annotation.RestController;
-import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestBody;
-import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import java.util.List;
+import java.util.Set;
 
 @RestController
 @RequestMapping("/api/auth/user")
@@ -31,7 +31,7 @@ public class UserController {
 
     @GetMapping("/getCurrentUser")
     public User getCurrentUser(HttpServletRequest httpServletRequest, HttpServletResponse httpServletResponse) {
-        return UserHolder.findUser(httpServletRequest, httpServletResponse);
+        return userService.getCurrentUser(httpServletRequest, httpServletResponse);
     }
 
     @GetMapping("/getUserNames")

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/service/UserServiceImpl.java

@@ -4,15 +4,39 @@ import com.tencent.supersonic.auth.api.authentication.pojo.Organization;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.request.UserReq;
 import com.tencent.supersonic.auth.api.authentication.service.UserService;
+import com.tencent.supersonic.auth.api.authentication.utils.UserHolder;
 import com.tencent.supersonic.auth.authentication.utils.ComponentFactory;
+import com.tencent.supersonic.common.pojo.SysParameter;
+import com.tencent.supersonic.common.service.SysParameterService;
+import org.springframework.stereotype.Service;
+import org.springframework.util.CollectionUtils;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
 import java.util.List;
 import java.util.Set;
 
-import org.springframework.stereotype.Service;
-
 @Service
 public class UserServiceImpl implements UserService {
 
+    private SysParameterService sysParameterService;
+
+    public UserServiceImpl(SysParameterService sysParameterService) {
+        this.sysParameterService = sysParameterService;
+    }
+
+    @Override
+    public User getCurrentUser(HttpServletRequest httpServletRequest, HttpServletResponse httpServletResponse) {
+        User user = UserHolder.findUser(httpServletRequest, httpServletResponse);
+        if (user != null) {
+            SysParameter sysParameter = sysParameterService.getSysParameter();
+            if (!CollectionUtils.isEmpty(sysParameter.getAdmins())
+                    && sysParameter.getAdmins().contains(user.getName())) {
+                user.setIsAdmin(1);
+            }
+        }
+        return user;
+    }
+
     @Override
     public List<String> getUserNames() {
         return ComponentFactory.getUserAdaptor().getUserNames();

chat/api/pom.xml

@@ -23,7 +23,7 @@
         </dependency>
         <dependency>
             <groupId>com.tencent.supersonic</groupId>
-            <artifactId>semantic-api</artifactId>
+            <artifactId>headless-api</artifactId>
             <version>${project.version}</version>
             <scope>compile</scope>
         </dependency>

chat/api/src/main/java/com/tencent/supersonic/chat/api/component/SemanticInterpreter.java

@@ -1,63 +0,0 @@
-package com.tencent.supersonic.chat.api.component;
-
-import com.github.pagehelper.PageInfo;
-import com.tencent.supersonic.auth.api.authentication.pojo.User;
-import com.tencent.supersonic.chat.api.pojo.ModelSchema;
-import com.tencent.supersonic.common.pojo.enums.AuthType;
-import com.tencent.supersonic.semantic.api.model.request.PageDimensionReq;
-import com.tencent.supersonic.semantic.api.model.request.PageMetricReq;
-import com.tencent.supersonic.semantic.api.model.response.DomainResp;
-import com.tencent.supersonic.semantic.api.model.response.DimensionResp;
-import com.tencent.supersonic.semantic.api.model.response.ExplainResp;
-import com.tencent.supersonic.semantic.api.model.response.MetricResp;
-import com.tencent.supersonic.semantic.api.model.response.ModelResp;
-import com.tencent.supersonic.semantic.api.model.response.ModelSchemaResp;
-import com.tencent.supersonic.semantic.api.model.response.QueryResultWithSchemaResp;
-import com.tencent.supersonic.semantic.api.query.request.ExplainSqlReq;
-import com.tencent.supersonic.semantic.api.query.request.QueryDimValueReq;
-import com.tencent.supersonic.semantic.api.query.request.QueryS2SQLReq;
-import com.tencent.supersonic.semantic.api.query.request.QueryMultiStructReq;
-import com.tencent.supersonic.semantic.api.query.request.QueryStructReq;
-
-import java.util.List;
-
-/**
- * A semantic layer provides a simplified and consistent view of data from multiple sources.
- * It abstracts away the complexity of the underlying data sources and provides a unified view
- * of the data that is easier to understand and use.
- * <p>
- * The interface defines methods for getting metadata as well as querying data in the semantic layer.
- * Implementations of this interface should provide concrete implementations that interact with the
- * underlying data sources and return results in a consistent format. Or it can be implemented
- * as proxy to a remote semantic service.
- * </p>
- */
-public interface SemanticInterpreter {
-
-    QueryResultWithSchemaResp queryByStruct(QueryStructReq queryStructReq, User user);
-
-    QueryResultWithSchemaResp queryByMultiStruct(QueryMultiStructReq queryMultiStructReq, User user);
-
-    QueryResultWithSchemaResp queryByS2SQL(QueryS2SQLReq queryS2SQLReq, User user);
-
-    QueryResultWithSchemaResp queryDimValue(QueryDimValueReq queryDimValueReq, User user);
-
-    List<ModelSchema> getModelSchema();
-
-    List<ModelSchema> getModelSchema(List<Long> ids);
-
-    ModelSchema getModelSchema(Long model, Boolean cacheEnable);
-
-    PageInfo<DimensionResp> getDimensionPage(PageDimensionReq pageDimensionReq);
-
-    PageInfo<MetricResp> getMetricPage(PageMetricReq pageDimensionReq, User user);
-
-    List<DomainResp> getDomainList(User user);
-
-    List<ModelResp> getModelList(AuthType authType, Long domainId, User user);
-
-    <T> ExplainResp explain(ExplainSqlReq<T> explainSqlReq, User user) throws Exception;
-
-    List<ModelSchemaResp> fetchModelSchema(List<Long> ids, Boolean cacheEnable);
-
-}

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/QueryContext.java

@@ -1,23 +0,0 @@
-package com.tencent.supersonic.chat.api.pojo;
-
-import com.tencent.supersonic.chat.api.component.SemanticQuery;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import lombok.Data;
-import lombok.NoArgsConstructor;
-
-import java.util.ArrayList;
-import java.util.List;
-
-@Data
-@NoArgsConstructor
-public class QueryContext {
-
-    private QueryReq request;
-    private List<SemanticQuery> candidateQueries = new ArrayList<>();
-    private SchemaMapInfo mapInfo = new SchemaMapInfo();
-    private SchemaModelClusterMapInfo modelClusterMapInfo = new SchemaModelClusterMapInfo();
-
-    public QueryContext(QueryReq request) {
-        this.request = request;
-    }
-}

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SchemaElementMatch.java

@@ -1,5 +1,6 @@
 package com.tencent.supersonic.chat.api.pojo;
 
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import lombok.AllArgsConstructor;
 import lombok.Builder;
 import lombok.Data;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SchemaMapInfo.java

@@ -1,5 +1,7 @@
 package com.tencent.supersonic.chat.api.pojo;
 
+import com.google.common.collect.Lists;
+
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -7,25 +9,25 @@ import java.util.Set;
 
 public class SchemaMapInfo {
 
-    private Map<Long, List<SchemaElementMatch>> modelElementMatches = new HashMap<>();
+    private Map<Long, List<SchemaElementMatch>> viewElementMatches = new HashMap<>();
 
-    public Set<Long> getMatchedModels() {
-        return modelElementMatches.keySet();
+    public Set<Long> getMatchedViewInfos() {
+        return viewElementMatches.keySet();
     }
 
-    public List<SchemaElementMatch> getMatchedElements(Long model) {
-        return modelElementMatches.get(model);
+    public List<SchemaElementMatch> getMatchedElements(Long view) {
+        return viewElementMatches.getOrDefault(view, Lists.newArrayList());
     }
 
-    public Map<Long, List<SchemaElementMatch>> getModelElementMatches() {
-        return modelElementMatches;
+    public Map<Long, List<SchemaElementMatch>> getViewElementMatches() {
+        return viewElementMatches;
     }
 
-    public void setModelElementMatches(Map<Long, List<SchemaElementMatch>> modelElementMatches) {
-        this.modelElementMatches = modelElementMatches;
+    public void setViewElementMatches(Map<Long, List<SchemaElementMatch>> viewElementMatches) {
+        this.viewElementMatches = viewElementMatches;
     }
 
-    public void setMatchedElements(Long model, List<SchemaElementMatch> elementMatches) {
-        modelElementMatches.put(model, elementMatches);
+    public void setMatchedElements(Long view, List<SchemaElementMatch> elementMatches) {
+        viewElementMatches.put(view, elementMatches);
     }
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SchemaModelClusterMapInfo.java

@@ -1,61 +0,0 @@
-package com.tencent.supersonic.chat.api.pojo;
-
-import com.clickhouse.client.internal.apache.commons.compress.utils.Lists;
-import com.tencent.supersonic.common.pojo.ModelCluster;
-import lombok.Data;
-import org.springframework.util.CollectionUtils;
-
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-
-@Data
-public class SchemaModelClusterMapInfo {
-
-    private Map<String, List<SchemaElementMatch>> modelElementMatches = new HashMap<>();
-
-    public Set<String> getMatchedModelClusters() {
-        return modelElementMatches.keySet();
-    }
-
-    public List<SchemaElementMatch> getMatchedElements(Long modelId) {
-        for (String key : modelElementMatches.keySet()) {
-            if (ModelCluster.getModelIdFromKey(key).contains(modelId)) {
-                return modelElementMatches.get(key);
-            }
-        }
-        return Lists.newArrayList();
-    }
-
-    public List<SchemaElementMatch> getMatchedElements(String modelCluster) {
-        return modelElementMatches.get(modelCluster);
-    }
-
-    public Map<String, List<SchemaElementMatch>> getModelElementMatches() {
-        return modelElementMatches;
-    }
-
-    public Map<String, List<SchemaElementMatch>> getElementMatchesByModelIds(Set<Long> modelIds) {
-        if (CollectionUtils.isEmpty(modelIds)) {
-            return modelElementMatches;
-        }
-        Map<String, List<SchemaElementMatch>> modelElementMatchesFiltered = new HashMap<>();
-        for (String key : modelElementMatches.keySet()) {
-            for (Long modelId : modelIds) {
-                if (ModelCluster.getModelIdFromKey(key).contains(modelId)) {
-                    modelElementMatchesFiltered.put(key, modelElementMatches.get(key));
-                }
-            }
-        }
-        return modelElementMatchesFiltered;
-    }
-
-    public void setModelElementMatches(Map<String, List<SchemaElementMatch>> modelElementMatches) {
-        this.modelElementMatches = modelElementMatches;
-    }
-
-    public void setMatchedElements(String modelCluster, List<SchemaElementMatch> elementMatches) {
-        modelElementMatches.put(modelCluster, elementMatches);
-    }
-}

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SemanticParseInfo.java

@@ -1,15 +1,15 @@
 package com.tencent.supersonic.chat.api.pojo;
 
 
+import com.tencent.supersonic.chat.api.pojo.response.SqlInfo;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
 import com.tencent.supersonic.chat.api.pojo.response.EntityInfo;
-import com.tencent.supersonic.chat.api.pojo.response.SqlInfo;
 import com.tencent.supersonic.common.pojo.DateConf;
-import com.tencent.supersonic.common.pojo.ModelCluster;
 import com.tencent.supersonic.common.pojo.Order;
 import com.tencent.supersonic.common.pojo.enums.QueryType;
 import com.tencent.supersonic.common.pojo.enums.AggregateTypeEnum;
 import com.tencent.supersonic.common.pojo.enums.FilterType;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import lombok.Data;
 
 import java.util.ArrayList;
@@ -26,7 +26,7 @@ public class SemanticParseInfo {
 
     private Integer id;
     private String queryMode;
-    private ModelCluster model = new ModelCluster();
+    private SchemaElement view;
     private Set<SchemaElement> metrics = new TreeSet<>(new SchemaNameLengthComparator());
     private Set<SchemaElement> dimensions = new LinkedHashSet();
     private SchemaElement entity;
@@ -44,20 +44,6 @@ public class SemanticParseInfo {
     private SqlInfo sqlInfo = new SqlInfo();
     private QueryType queryType = QueryType.ID;
 
-    public String getModelClusterKey() {
-        if (model == null) {
-            return "";
-        }
-        return model.getKey();
-    }
-
-    public String getModelName() {
-        if (model == null) {
-            return "";
-        }
-        return model.getName();
-    }
-
     private static class SchemaNameLengthComparator implements Comparator<SchemaElement> {
 
         @Override
@@ -86,27 +72,15 @@ public class SemanticParseInfo {
         return metrics;
     }
 
-    private Map<Long, Integer> getModelElementCountMap() {
-        Map<Long, Integer> elementCountMap = new HashMap<>();
-        elementMatches.stream().filter(element -> element.getElement().getModel() != null)
-                .forEach(element -> {
-                    int count = elementCountMap.getOrDefault(element.getElement().getModel(), 0);
-                    elementCountMap.put(element.getElement().getModel(), count + 1);
-                });
-        return elementCountMap;
+    public Long getViewId() {
+        if (view == null) {
+            return null;
+        }
+        return view.getView();
     }
 
-    public Long getModelId() {
-        Map<Long, Integer> elementCountMap = getModelElementCountMap();
-        Long modelId = -1L;
-        int maxCnt = 0;
-        for (Long model : elementCountMap.keySet()) {
-            if (elementCountMap.get(model) > maxCnt) {
-                maxCnt = elementCountMap.get(model);
-                modelId = model;
-            }
-        }
-        return modelId;
+    public SchemaElement getModel() {
+        return view;
     }
 
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/SemanticSchema.java

@@ -1,26 +1,26 @@
 package com.tencent.supersonic.chat.api.pojo;
 
-import org.springframework.util.CollectionUtils;
-
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import java.io.Serializable;
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Optional;
-import java.util.Set;
 import java.util.stream.Collectors;
+import org.springframework.util.CollectionUtils;
 
 public class SemanticSchema implements Serializable {
 
-    private List<ModelSchema> modelSchemaList;
+    private List<ViewSchema> viewSchemaList;
 
-    public SemanticSchema(List<ModelSchema> modelSchemaList) {
-        this.modelSchemaList = modelSchemaList;
+    public SemanticSchema(List<ViewSchema> viewSchemaList) {
+        this.viewSchemaList = viewSchemaList;
     }
 
-    public void add(ModelSchema schema) {
-        modelSchemaList.add(schema);
+    public void add(ViewSchema schema) {
+        viewSchemaList.add(schema);
     }
 
     public SchemaElement getElement(SchemaElementType elementType, long elementID) {
@@ -30,8 +30,8 @@ public class SemanticSchema implements Serializable {
             case ENTITY:
                 element = getElementsById(elementID, getEntities());
                 break;
-            case MODEL:
-                element = getElementsById(elementID, getModels());
+            case VIEW:
+                element = getElementsById(elementID, getViews());
                 break;
             case METRIC:
                 element = getElementsById(elementID, getMetrics());
@@ -52,58 +52,29 @@ public class SemanticSchema implements Serializable {
         }
     }
 
-    public SchemaElement getElementByName(SchemaElementType elementType, String name) {
-        Optional<SchemaElement> element = Optional.empty();
-
-        switch (elementType) {
-            case ENTITY:
-                element = getElementsByNameOrAlias(name, getEntities());
-                break;
-            case MODEL:
-                element = getElementsByNameOrAlias(name, getModels());
-                break;
-            case METRIC:
-                element = getElementsByNameOrAlias(name, getMetrics());
-                break;
-            case DIMENSION:
-                element = getElementsByNameOrAlias(name, getDimensions());
-                break;
-            case VALUE:
-                element = getElementsByNameOrAlias(name, getDimensionValues());
-                break;
-            default:
-        }
-
-        if (element.isPresent()) {
-            return element.get();
-        } else {
-            return null;
-        }
-    }
-
-    public Map<Long, String> getModelIdToName() {
-        return modelSchemaList.stream()
-                .collect(Collectors.toMap(a -> a.getModel().getId(), a -> a.getModel().getName(), (k1, k2) -> k1));
+    public Map<Long, String> getViewIdToName() {
+        return viewSchemaList.stream()
+                .collect(Collectors.toMap(a -> a.getView().getId(), a -> a.getView().getName(), (k1, k2) -> k1));
     }
 
     public List<SchemaElement> getDimensionValues() {
         List<SchemaElement> dimensionValues = new ArrayList<>();
-        modelSchemaList.stream().forEach(d -> dimensionValues.addAll(d.getDimensionValues()));
+        viewSchemaList.stream().forEach(d -> dimensionValues.addAll(d.getDimensionValues()));
         return dimensionValues;
     }
 
     public List<SchemaElement> getDimensions() {
         List<SchemaElement> dimensions = new ArrayList<>();
-        modelSchemaList.stream().forEach(d -> dimensions.addAll(d.getDimensions()));
+        viewSchemaList.stream().forEach(d -> dimensions.addAll(d.getDimensions()));
         return dimensions;
     }
 
-    public List<SchemaElement> getDimensions(Set<Long> modelIds) {
+    public List<SchemaElement> getDimensions(Long viewId) {
         List<SchemaElement> dimensions = getDimensions();
-        return getElementsByModelId(modelIds, dimensions);
+        return getElementsByViewId(viewId, dimensions);
     }
 
-    public SchemaElement getDimensions(Long id) {
+    public SchemaElement getDimension(Long id) {
         List<SchemaElement> dimensions = getDimensions();
         Optional<SchemaElement> dimension = getElementsById(id, dimensions);
         return dimension.orElse(null);
@@ -111,37 +82,43 @@ public class SemanticSchema implements Serializable {
 
     public List<SchemaElement> getTags() {
         List<SchemaElement> tags = new ArrayList<>();
-        modelSchemaList.stream().forEach(d -> tags.addAll(d.getTags()));
+        viewSchemaList.stream().forEach(d -> tags.addAll(d.getTags()));
         return tags;
     }
 
-    public List<SchemaElement> getTags(Set<Long> modelIds) {
+    public List<SchemaElement> getTags(Long viewId) {
         List<SchemaElement> tags = new ArrayList<>();
-        modelSchemaList.stream().filter(schemaElement -> modelIds.contains(schemaElement.getModel()))
+        viewSchemaList.stream().filter(schemaElement ->
+                        viewId.equals(schemaElement.getView().getView()))
                 .forEach(d -> tags.addAll(d.getTags()));
         return tags;
     }
 
     public List<SchemaElement> getMetrics() {
         List<SchemaElement> metrics = new ArrayList<>();
-        modelSchemaList.stream().forEach(d -> metrics.addAll(d.getMetrics()));
+        viewSchemaList.stream().forEach(d -> metrics.addAll(d.getMetrics()));
         return metrics;
     }
 
-    public List<SchemaElement> getMetrics(Set<Long> modelIds) {
+    public List<SchemaElement> getMetrics(Long viewId) {
         List<SchemaElement> metrics = getMetrics();
-        return getElementsByModelId(modelIds, metrics);
+        return getElementsByViewId(viewId, metrics);
     }
 
     public List<SchemaElement> getEntities() {
         List<SchemaElement> entities = new ArrayList<>();
-        modelSchemaList.stream().forEach(d -> entities.add(d.getEntity()));
+        viewSchemaList.stream().forEach(d -> entities.add(d.getEntity()));
         return entities;
     }
 
-    private List<SchemaElement> getElementsByModelId(Set<Long> modelIds, List<SchemaElement> elements) {
+    public List<SchemaElement> getEntities(Long viewId) {
+        List<SchemaElement> entities = getEntities();
+        return getElementsByViewId(viewId, entities);
+    }
+
+    private List<SchemaElement> getElementsByViewId(Long viewId, List<SchemaElement> elements) {
         return elements.stream()
-                .filter(schemaElement -> modelIds.contains(schemaElement.getModel()))
+                .filter(schemaElement -> viewId.equals(schemaElement.getView()))
                 .collect(Collectors.toList());
     }
 
@@ -151,32 +128,30 @@ public class SemanticSchema implements Serializable {
                 .findFirst();
     }
 
-    private Optional<SchemaElement> getElementsByNameOrAlias(String name, List<SchemaElement> elements) {
-        return elements.stream()
-                .filter(schemaElement ->
-                    name.equals(schemaElement.getName()) || schemaElement.getAlias().contains(name)
-                ).findFirst();
+    public SchemaElement getView(Long viewId) {
+        List<SchemaElement> views = getViews();
+        return getElementsById(viewId, views).orElse(null);
     }
 
-    public List<SchemaElement> getModels() {
-        List<SchemaElement> models = new ArrayList<>();
-        modelSchemaList.stream().forEach(d -> models.add(d.getModel()));
-        return models;
+    public List<SchemaElement> getViews() {
+        List<SchemaElement> views = new ArrayList<>();
+        viewSchemaList.stream().forEach(d -> views.add(d.getView()));
+        return views;
     }
 
-    public Map<String, String> getBizNameToName(Set<Long> modelIds) {
+    public Map<String, String> getBizNameToName(Long viewId) {
         List<SchemaElement> allElements = new ArrayList<>();
-        allElements.addAll(getDimensions(modelIds));
-        allElements.addAll(getMetrics(modelIds));
+        allElements.addAll(getDimensions(viewId));
+        allElements.addAll(getMetrics(viewId));
         return allElements.stream()
                 .collect(Collectors.toMap(SchemaElement::getBizName, SchemaElement::getName, (k1, k2) -> k1));
     }
 
-    public Map<Long, ModelSchema> getModelSchemaMap() {
-        if (CollectionUtils.isEmpty(modelSchemaList)) {
+    public Map<Long, ViewSchema> getViewSchemaMap() {
+        if (CollectionUtils.isEmpty(viewSchemaList)) {
             return new HashMap<>();
         }
-        return modelSchemaList.stream().collect(Collectors.toMap(modelSchema
-                -> modelSchema.getModel().getModel(), modelSchema -> modelSchema));
+        return viewSchemaList.stream().collect(Collectors.toMap(viewSchema
+                -> viewSchema.getView().getView(), viewSchema -> viewSchema));
     }
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/ViewSchema.java

@@ -1,26 +1,26 @@
 package com.tencent.supersonic.chat.api.pojo;
 
-import com.google.common.collect.Sets;
-import com.tencent.supersonic.common.pojo.ModelRela;
+import com.tencent.supersonic.headless.api.pojo.QueryConfig;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.TagTypeDefaultConfig;
+import com.tencent.supersonic.headless.api.pojo.TimeDefaultConfig;
 import lombok.Data;
-import org.springframework.util.CollectionUtils;
 
-import java.util.ArrayList;
 import java.util.HashSet;
-import java.util.List;
 import java.util.Optional;
 import java.util.Set;
 
 @Data
-public class ModelSchema {
+public class ViewSchema {
 
-    private SchemaElement model;
+    private SchemaElement view;
     private Set<SchemaElement> metrics = new HashSet<>();
     private Set<SchemaElement> dimensions = new HashSet<>();
     private Set<SchemaElement> dimensionValues = new HashSet<>();
     private Set<SchemaElement> tags = new HashSet<>();
     private SchemaElement entity = new SchemaElement();
-    private List<ModelRela> modelRelas = new ArrayList<>();
+    private QueryConfig queryConfig;
 
     public SchemaElement getElement(SchemaElementType elementType, long elementID) {
         Optional<SchemaElement> element = Optional.empty();
@@ -29,8 +29,8 @@ public class ModelSchema {
             case ENTITY:
                 element = Optional.ofNullable(entity);
                 break;
-            case MODEL:
-                element = Optional.of(model);
+            case VIEW:
+                element = Optional.of(view);
                 break;
             case METRIC:
                 element = metrics.stream().filter(e -> e.getId() == elementID).findFirst();
@@ -61,8 +61,8 @@ public class ModelSchema {
             case ENTITY:
                 element = Optional.ofNullable(entity);
                 break;
-            case MODEL:
-                element = Optional.of(model);
+            case VIEW:
+                element = Optional.of(view);
                 break;
             case METRIC:
                 element = metrics.stream().filter(e -> name.equals(e.getName())).findFirst();
@@ -83,16 +83,31 @@ public class ModelSchema {
         }
     }
 
-    public Set<Long> getModelClusterSet() {
-        if (CollectionUtils.isEmpty(modelRelas)) {
-            return Sets.newHashSet();
+    public TimeDefaultConfig getTagTypeTimeDefaultConfig() {
+        if (queryConfig == null) {
+            return null;
         }
-        Set<Long> modelClusterSet = new HashSet<>();
-        modelRelas.forEach(modelRela -> {
-            modelClusterSet.add(modelRela.getToModelId());
-            modelClusterSet.add(modelRela.getFromModelId());
-        });
-        return modelClusterSet;
+        if (queryConfig.getTagTypeDefaultConfig() == null) {
+            return null;
+        }
+        return queryConfig.getTagTypeDefaultConfig().getTimeDefaultConfig();
+    }
+
+    public TimeDefaultConfig getMetricTypeTimeDefaultConfig() {
+        if (queryConfig == null) {
+            return null;
+        }
+        if (queryConfig.getMetricTypeDefaultConfig() == null) {
+            return null;
+        }
+        return queryConfig.getMetricTypeDefaultConfig().getTimeDefaultConfig();
+    }
+
+    public TagTypeDefaultConfig getTagTypeDefaultConfig() {
+        if (queryConfig == null) {
+            return null;
+        }
+        return queryConfig.getTagTypeDefaultConfig();
     }
 
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/ChatDefaultConfigReq.java

@@ -1,7 +1,6 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
 
-import com.tencent.supersonic.common.pojo.Constants;
 import lombok.Data;
 
 import java.util.ArrayList;
@@ -13,26 +12,5 @@ public class ChatDefaultConfigReq {
     private List<Long> dimensionIds = new ArrayList<>();
     private List<Long> metricIds = new ArrayList<>();
 
-    /**
-     * default time span unit
-     */
-    private Integer unit = 1;
-
-    /**
-     * default time type: day
-     * DAY, WEEK, MONTH, YEAR
-     */
-    private String period = Constants.DAY;
-
-    private TimeMode timeMode = TimeMode.LAST;
-
-    public enum TimeMode {
-        /**
-         * date mode
-         * LAST   - a certain time
-         * RECENT - a period time
-         */
-        LAST, RECENT
-    }
 
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/DictLatestTaskReq.java

@@ -1,23 +0,0 @@
-package com.tencent.supersonic.chat.api.pojo.request;
-
-import lombok.Data;
-import lombok.NoArgsConstructor;
-import lombok.ToString;
-
-import javax.validation.constraints.NotNull;
-import java.util.List;
-
-import static java.time.LocalDate.now;
-
-@ToString
-@Data
-@NoArgsConstructor
-public class DictLatestTaskReq {
-
-    @NotNull
-    private Long modelId;
-
-    private List<Long> dimIds;
-
-    private String createdAt = now().plusDays(-4).toString();
-}

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/DictTaskFilterReq.java

@@ -1,20 +0,0 @@
-package com.tencent.supersonic.chat.api.pojo.request;
-
-import com.tencent.supersonic.common.pojo.enums.TaskStatusEnum;
-import lombok.Data;
-import lombok.ToString;
-
-@ToString
-@Data
-public class DictTaskFilterReq {
-
-    private Long id;
-
-    private String name;
-
-    private String createdBy;
-
-    private String createdAt;
-
-    private TaskStatusEnum status;
-}

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/PluginQueryReq.java

@@ -13,7 +13,7 @@ public class PluginQueryReq {
 
     private String type;
 
-    private String model;
+    private String view;
 
     private String pattern;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/QueryDataReq.java

@@ -2,7 +2,7 @@ package com.tencent.supersonic.chat.api.pojo.request;
 
 
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.common.pojo.DateConf;
 import java.util.HashSet;
 import java.util.Set;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/QueryReq.java

@@ -7,7 +7,7 @@ import lombok.Data;
 public class QueryReq {
     private String queryText;
     private Integer chatId;
-    private Long modelId;
+    private Long viewId;
     private User user;
     private QueryFilters queryFilters;
     private boolean saveAnswer = true;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/request/SimilarQueryReq.java

@@ -18,7 +18,7 @@ public class SimilarQueryReq {
 
     private String queryText;
 
-    private String modelId;
+    private Long viewId;
 
     private Integer agentId;
 

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ChatDefaultRichConfigResp.java

@@ -1,9 +1,9 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
-import com.tencent.supersonic.chat.api.pojo.request.ChatDefaultConfigReq;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.common.pojo.Constants;
+import com.tencent.supersonic.common.pojo.enums.TimeMode;
 import lombok.Data;
 
 import java.util.List;
@@ -21,11 +21,11 @@ public class ChatDefaultRichConfigResp {
     private Integer unit = 1;
 
     /**
-     * default time type: day
+     * default time type:
      * DAY, WEEK, MONTH, YEAR
      */
     private String period = Constants.DAY;
 
-    private ChatDefaultConfigReq.TimeMode timeMode;
+    private TimeMode timeMode;
 
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/DataInfo.java

@@ -1,8 +1,12 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
+import lombok.AllArgsConstructor;
 import lombok.Data;
+import lombok.NoArgsConstructor;
 
 @Data
+@AllArgsConstructor
+@NoArgsConstructor
 public class DataInfo {
 
     private Integer itemId;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/EntityInfo.java

@@ -1,14 +1,16 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
+import lombok.Data;
+
 import java.util.ArrayList;
 import java.util.List;
-import lombok.Data;
 
 @Data
 public class EntityInfo {
 
-    private ModelInfo modelInfo = new ModelInfo();
+    private ViewInfo viewInfo = new ViewInfo();
     private List<DataInfo> dimensions = new ArrayList<>();
     private List<DataInfo> metrics = new ArrayList<>();
     private String entityId;
+
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/EntityRichInfoResp.java

@@ -1,6 +1,6 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 
 import java.util.List;
 import lombok.Data;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/QueryResp.java

@@ -17,4 +17,6 @@ public class QueryResp {
     private QueryResult queryResult;
     private List<SemanticParseInfo> parseInfos;
     private List<SimilarQueryRecallResp> similarQueries;
+
+
 }

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/QueryResult.java

@@ -1,6 +1,6 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.common.pojo.QueryAuthorization;
 import com.tencent.supersonic.common.pojo.QueryColumn;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/RecommendResp.java

@@ -1,6 +1,6 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import lombok.Data;
 
 import java.util.List;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/SearchResult.java

@@ -1,6 +1,6 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
-import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import java.util.Objects;
 import lombok.Builder;
 import lombok.Data;

chat/api/src/main/java/com/tencent/supersonic/chat/api/pojo/response/ViewInfo.java

@@ -6,7 +6,7 @@ import java.io.Serializable;
 import java.util.List;
 
 @Data
-public class ModelInfo extends DataInfo implements Serializable {
+public class ViewInfo extends DataInfo implements Serializable {
 
     private List<String> words;
     private String primaryKey;

chat/core/pom.xml

@@ -21,7 +21,6 @@
             <groupId>org.springframework</groupId>
             <artifactId>spring-context</artifactId>
         </dependency>
-
         <dependency>
             <groupId>org.testng</groupId>
             <artifactId>testng</artifactId>
@@ -72,17 +71,12 @@
         </dependency>
         <dependency>
             <groupId>com.tencent.supersonic</groupId>
-            <artifactId>chat-knowledge</artifactId>
+            <artifactId>headless-api</artifactId>
             <version>${project.version}</version>
         </dependency>
         <dependency>
             <groupId>com.tencent.supersonic</groupId>
-            <artifactId>semantic-api</artifactId>
-            <version>${project.version}</version>
-        </dependency>
-        <dependency>
-            <groupId>com.tencent.supersonic</groupId>
-            <artifactId>semantic-query</artifactId>
+            <artifactId>headless-core</artifactId>
             <version>${project.version}</version>
         </dependency>
         <dependency>
@@ -104,6 +98,12 @@
             <version>${mockito-inline.version}</version>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>com.tencent.supersonic</groupId>
+            <artifactId>headless-server</artifactId>
+            <version>${project.version}</version>
+            <scope>compile</scope>
+        </dependency>
 
     </dependencies>
 

chat/core/src/main/java/com/tencent/supersonic/chat/agent/AgentToolType.java

@@ -1,8 +0,0 @@
-package com.tencent.supersonic.chat.agent;
-
-public enum AgentToolType {
-    NL2SQL_RULE,
-    NL2SQL_LLM,
-    PLUGIN,
-    ANALYTICS
-}

chat/core/src/main/java/com/tencent/supersonic/chat/agent/DataAnalyticsTool.java

@@ -1,11 +0,0 @@
-package com.tencent.supersonic.chat.agent;
-
-import lombok.Data;
-
-
-@Data
-public class DataAnalyticsTool extends AgentTool {
-
-    private Long modelId;
-
-}

chat/core/src/main/java/com/tencent/supersonic/chat/config/EntityInternalDetail.java

@@ -1,14 +0,0 @@
-package com.tencent.supersonic.chat.config;
-
-
-import com.tencent.supersonic.semantic.api.model.response.DimSchemaResp;
-import com.tencent.supersonic.semantic.api.model.response.MetricSchemaResp;
-import java.util.List;
-import lombok.Data;
-
-@Data
-public class EntityInternalDetail {
-
-    List<DimSchemaResp> dimensionList;
-    List<MetricSchemaResp> metricList;
-}

chat/core/src/main/java/com/tencent/supersonic/chat/core/agent/Agent.java

@@ -1,14 +1,18 @@
-package com.tencent.supersonic.chat.agent;
+package com.tencent.supersonic.chat.core.agent;
 
 
 import com.alibaba.fastjson.JSONObject;
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.RecordInfo;
-import java.util.Objects;
 import lombok.Data;
 import org.springframework.util.CollectionUtils;
+
+import java.util.Collection;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
+import java.util.Set;
 import java.util.stream.Collectors;
 
 @Data
@@ -19,10 +23,13 @@ public class Agent extends RecordInfo {
     private String name;
     private String description;
 
-    //0 offline, 1 online
+    /**
+     * 0 offline, 1 online
+     */
     private Integer status;
     private List<String> examples;
     private String agentConfig;
+
     public List<String> getTools(AgentToolType type) {
         Map map = JSONObject.parseObject(agentConfig, Map.class);
         if (CollectionUtils.isEmpty(map) || map.get("tools") == null) {
@@ -45,4 +52,27 @@ public class Agent extends RecordInfo {
         return enableSearch != null && enableSearch == 1;
     }
 
+    public static boolean containsAllModel(Set<Long> detectViewIds) {
+        return !CollectionUtils.isEmpty(detectViewIds) && detectViewIds.contains(-1L);
+    }
+
+    public List<NL2SQLTool> getParserTools(AgentToolType agentToolType) {
+        List<String> tools = this.getTools(agentToolType);
+        if (CollectionUtils.isEmpty(tools)) {
+            return Lists.newArrayList();
+        }
+        return tools.stream().map(tool -> JSONObject.parseObject(tool, NL2SQLTool.class))
+                .collect(Collectors.toList());
+    }
+
+    public Set<Long> getViewIds(AgentToolType agentToolType) {
+        List<NL2SQLTool> commonAgentTools = getParserTools(agentToolType);
+        if (CollectionUtils.isEmpty(commonAgentTools)) {
+            return new HashSet<>();
+        }
+        return commonAgentTools.stream().map(NL2SQLTool::getViewIds)
+                .filter(modelIds -> !CollectionUtils.isEmpty(modelIds))
+                .flatMap(Collection::stream)
+                .collect(Collectors.toSet());
+    }
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/agent/AgentConfig.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.agent;
+package com.tencent.supersonic.chat.core.agent;
 
 import com.google.common.collect.Lists;
 import lombok.AllArgsConstructor;

chat/core/src/main/java/com/tencent/supersonic/chat/core/agent/AgentTool.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.agent;
+package com.tencent.supersonic.chat.core.agent;
 
 import lombok.AllArgsConstructor;
 import lombok.Data;

chat/core/src/main/java/com/tencent/supersonic/chat/core/agent/AgentToolType.java

@@ -0,0 +1,25 @@
+package com.tencent.supersonic.chat.core.agent;
+
+import java.util.HashMap;
+import java.util.Map;
+
+public enum AgentToolType {
+    NL2SQL_RULE("基于规则Text-to-SQL"),
+    NL2SQL_LLM("基于大模型Text-to-SQL"),
+    PLUGIN("第三方插件");
+
+    private String title;
+
+    AgentToolType(String title) {
+        this.title = title;
+    }
+
+    public static Map<AgentToolType, String> getToolTypes() {
+        Map<AgentToolType, String> map = new HashMap<>();
+        map.put(NL2SQL_RULE, NL2SQL_RULE.title);
+        map.put(NL2SQL_LLM, NL2SQL_LLM.title);
+        map.put(PLUGIN, PLUGIN.title);
+        return map;
+    }
+
+}

chat/core/src/main/java/com/tencent/supersonic/chat/core/agent/LLMParserTool.java

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

chat/core/src/main/java/com/tencent/supersonic/chat/core/agent/NL2SQLTool.java

@@ -1,16 +1,17 @@
-package com.tencent.supersonic.chat.agent;
+package com.tencent.supersonic.chat.core.agent;
 
 
-import java.util.List;
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.NoArgsConstructor;
 
+import java.util.List;
+
 @Data
 @NoArgsConstructor
 @AllArgsConstructor
 public class NL2SQLTool extends AgentTool {
 
-    protected List<Long> modelIds;
+    protected List<Long> viewIds;
 
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/agent/PluginTool.java

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

chat/core/src/main/java/com/tencent/supersonic/chat/core/agent/RuleParserTool.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.agent;
+package com.tencent.supersonic.chat.core.agent;
 
 
 import lombok.Data;
@@ -15,7 +15,7 @@ public class RuleParserTool extends NL2SQLTool {
     private List<String> queryTypes;
 
     public boolean isContainsAllModel() {
-        return CollectionUtils.isNotEmpty(modelIds) && modelIds.contains(-1L);
+        return CollectionUtils.isNotEmpty(viewIds) && viewIds.contains(-1L);
     }
 
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/AggregatorConfig.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.config;
+package com.tencent.supersonic.chat.core.config;
 
 import lombok.Data;
 import org.springframework.beans.factory.annotation.Value;

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

@@ -1,7 +1,9 @@
-package com.tencent.supersonic.knowledge.dictionary;
+package com.tencent.supersonic.chat.core.config;
+
+import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
 
-import com.tencent.supersonic.knowledge.utils.HanlpHelper;
 import java.io.FileNotFoundException;
+
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Value;
@@ -11,7 +13,7 @@ import org.springframework.context.annotation.Configuration;
 @Data
 @Configuration
 @Slf4j
-public class LocalFileConfig {
+public class ChatLocalFileConfig {
 
 
     @Value("${dict.directory.latest:/data/dictionary/custom}")

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/DefaultMetric.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.config;
+package com.tencent.supersonic.chat.core.config;
 
 import lombok.AllArgsConstructor;
 import lombok.Data;

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/DefaultMetricInfo.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.config;
+package com.tencent.supersonic.chat.core.config;
 
 import com.tencent.supersonic.common.pojo.Constants;
 import lombok.Data;

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/DefaultSemanticConfig.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.knowledge.semantic;
+package com.tencent.supersonic.chat.core.config;
 
 import lombok.Data;
 import org.springframework.beans.factory.annotation.Value;

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/Dim4Dict.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.config;
+package com.tencent.supersonic.chat.core.config;
 
 import java.util.List;
 import lombok.AllArgsConstructor;

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/EntityDetailData.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.config;
+package com.tencent.supersonic.chat.core.config;
 
 import java.util.List;
 import lombok.Data;

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/EntityInternalDetail.java

@@ -0,0 +1,14 @@
+package com.tencent.supersonic.chat.core.config;
+
+
+import com.tencent.supersonic.headless.api.pojo.response.DimSchemaResp;
+import com.tencent.supersonic.headless.api.pojo.response.MetricSchemaResp;
+import java.util.List;
+import lombok.Data;
+
+@Data
+public class EntityInternalDetail {
+
+    List<DimSchemaResp> dimensionList;
+    List<MetricSchemaResp> metricList;
+}

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/LLMParserConfig.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.config;
+package com.tencent.supersonic.chat.core.config;
 
 
 import lombok.Data;
@@ -16,10 +16,12 @@ public class LLMParserConfig {
     @Value("${query2sql.path:/query2sql}")
     private String queryToSqlPath;
 
-    @Value("${dimension.topn:5}")
+    @Value("${dimension.topn:10}")
     private Integer dimensionTopN;
 
-    @Value("${metric.topn:5}")
+    @Value("${metric.topn:10}")
     private Integer metricTopN;
 
+    @Value("${all.model:false}")
+    private Boolean allModel;
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/config/OptimizationConfig.java

@@ -1,6 +1,6 @@
-package com.tencent.supersonic.chat.config;
+package com.tencent.supersonic.chat.core.config;
 
-import com.tencent.supersonic.chat.query.llm.s2sql.LLMReq.SqlGenerationMode;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMReq.SqlGenerationMode;
 import com.tencent.supersonic.common.service.SysParameterService;
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
@@ -52,7 +52,7 @@ public class OptimizationConfig {
     @Value("${embedding.mapper.round.number:10}")
     private int embeddingMapperRoundNumber;
 
-    @Value("${embedding.mapper.distance.threshold:0.58}")
+    @Value("${embedding.mapper.distance.threshold:0.01}")
     private Double embeddingMapperDistanceThreshold;
 
     @Value("${s2SQL.linking.value.switch:true}")
@@ -64,17 +64,17 @@ public class OptimizationConfig {
     @Value("${s2SQL.use.switch:true}")
     private boolean useS2SqlSwitch;
 
-    @Value("${text2sql.example.num:10}")
+    @Value("${text2sql.example.num:15}")
     private int text2sqlExampleNum;
 
-    @Value("${text2sql.fewShots.num:5}")
+    @Value("${text2sql.fewShots.num:10}")
     private int text2sqlFewShotsNum;
 
-    @Value("${text2sql.self.consistency.num:2}")
+    @Value("${text2sql.self.consistency.num:5}")
     private int text2sqlSelfConsistencyNum;
 
-    @Value("${text2sql.collection.name:text2dsl_agent_collection}")
-    private String text2sqlCollectionName;
+    @Value("${parse.show.count:3}")
+    private Integer parseShowCount;
 
     @Autowired
     private SysParameterService sysParameterService;
@@ -147,6 +147,10 @@ public class OptimizationConfig {
         return convertValue("s2SQL.generation", SqlGenerationMode.class, sqlGenerationMode);
     }
 
+    public Integer getParseShowCount() {
+        return convertValue("parse.show.count", Integer.class, parseShowCount);
+    }
+
     public <T> T convertValue(String paramName, Class<T> targetType, T defaultValue) {
         try {
             String value = sysParameterService.getSysParameter().getParameterByName(paramName);

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/BaseSemanticCorrector.java

@@ -1,20 +1,19 @@
-package com.tencent.supersonic.chat.corrector;
+package com.tencent.supersonic.chat.core.corrector;
 
-import com.tencent.supersonic.chat.api.component.SemanticCorrector;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.common.pojo.enums.AggregateTypeEnum;
 import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
-import com.tencent.supersonic.common.util.ContextUtils;
-import com.tencent.supersonic.common.util.jsqlparser.SqlParserAddHelper;
-import com.tencent.supersonic.common.util.jsqlparser.SqlParserSelectFunctionHelper;
-import com.tencent.supersonic.common.util.jsqlparser.SqlParserSelectHelper;
-import com.tencent.supersonic.knowledge.service.SchemaService;
+import com.tencent.supersonic.common.util.jsqlparser.SqlAddHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectFunctionHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.Pair;
+import org.springframework.core.env.Environment;
 import org.springframework.util.CollectionUtils;
 
 import java.util.ArrayList;
@@ -32,23 +31,23 @@ import java.util.stream.Collectors;
 @Slf4j
 public abstract class BaseSemanticCorrector implements SemanticCorrector {
 
-    public void correct(QueryReq queryReq, SemanticParseInfo semanticParseInfo) {
+    public void correct(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
         try {
             if (StringUtils.isBlank(semanticParseInfo.getSqlInfo().getCorrectS2SQL())) {
                 return;
             }
-            doCorrect(queryReq, semanticParseInfo);
+            doCorrect(queryContext, semanticParseInfo);
             log.info("sqlCorrection:{} sql:{}", this.getClass().getSimpleName(), semanticParseInfo.getSqlInfo());
         } catch (Exception e) {
             log.error(String.format("correct error,sqlInfo:%s", semanticParseInfo.getSqlInfo()), e);
         }
     }
 
-    public abstract void doCorrect(QueryReq queryReq, SemanticParseInfo semanticParseInfo);
+    public abstract void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo);
 
-    protected Map<String, String> getFieldNameMap(Set<Long> modelIds) {
+    protected Map<String, String> getFieldNameMap(QueryContext queryContext, Long viewId) {
 
-        SemanticSchema semanticSchema = ContextUtils.getBean(SchemaService.class).getSemanticSchema();
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
 
         List<SchemaElement> dbAllFields = new ArrayList<>();
         dbAllFields.addAll(semanticSchema.getMetrics());
@@ -56,7 +55,7 @@ public abstract class BaseSemanticCorrector implements SemanticCorrector {
 
         // support fieldName and field alias
         Map<String, String> result = dbAllFields.stream()
-                .filter(entry -> modelIds.contains(entry.getModel()))
+                .filter(entry -> viewId.equals(entry.getView()))
                 .flatMap(schemaElement -> {
                     Set<String> elements = new HashSet<>();
                     elements.add(schemaElement.getName());
@@ -78,14 +77,20 @@ public abstract class BaseSemanticCorrector implements SemanticCorrector {
     }
 
     protected void addFieldsToSelect(SemanticParseInfo semanticParseInfo, String correctS2SQL) {
-        Set<String> selectFields = new HashSet<>(SqlParserSelectHelper.getSelectFields(correctS2SQL));
-        Set<String> needAddFields = new HashSet<>(SqlParserSelectHelper.getGroupByFields(correctS2SQL));
-        needAddFields.addAll(SqlParserSelectHelper.getOrderByFields(correctS2SQL));
+        Set<String> selectFields = new HashSet<>(SqlSelectHelper.getSelectFields(correctS2SQL));
+        Set<String> needAddFields = new HashSet<>(SqlSelectHelper.getGroupByFields(correctS2SQL));
+
+        //decide whether add order by expression field to select
+        Environment environment = ContextUtils.getBean(Environment.class);
+        String correctorAdditionalInfo = environment.getProperty("corrector.additional.information");
+        if (StringUtils.isNotBlank(correctorAdditionalInfo) && Boolean.parseBoolean(correctorAdditionalInfo)) {
+            needAddFields.addAll(SqlSelectHelper.getOrderByFields(correctS2SQL));
+        }
 
         // If there is no aggregate function in the S2SQL statement and
         // there is a data field in 'WHERE' statement, add the field to the 'SELECT' statement.
-        if (!SqlParserSelectFunctionHelper.hasAggregateFunction(correctS2SQL)) {
-            List<String> whereFields = SqlParserSelectHelper.getWhereFields(correctS2SQL);
+        if (!SqlSelectFunctionHelper.hasAggregateFunction(correctS2SQL)) {
+            List<String> whereFields = SqlSelectHelper.getWhereFields(correctS2SQL);
             List<String> timeChNameList = TimeDimensionEnum.getChNameList();
             Set<String> timeFields = whereFields.stream().filter(field -> timeChNameList.contains(field))
                     .collect(Collectors.toSet());
@@ -97,16 +102,15 @@ public abstract class BaseSemanticCorrector implements SemanticCorrector {
         }
 
         needAddFields.removeAll(selectFields);
-        String replaceFields = SqlParserAddHelper.addFieldsToSelect(correctS2SQL, new ArrayList<>(needAddFields));
+        String replaceFields = SqlAddHelper.addFieldsToSelect(correctS2SQL, new ArrayList<>(needAddFields));
         semanticParseInfo.getSqlInfo().setCorrectS2SQL(replaceFields);
     }
 
-    protected void addAggregateToMetric(SemanticParseInfo semanticParseInfo) {
+    protected void addAggregateToMetric(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
         //add aggregate to all metric
         String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
-        Set<Long> modelIds = semanticParseInfo.getModel().getModelIds();
-
-        List<SchemaElement> metrics = getMetricElements(modelIds);
+        Long viewId = semanticParseInfo.getView().getView();
+        List<SchemaElement> metrics = getMetricElements(queryContext, viewId);
 
         Map<String, String> metricToAggregate = metrics.stream()
                 .map(schemaElement -> {
@@ -127,13 +131,28 @@ public abstract class BaseSemanticCorrector implements SemanticCorrector {
         if (CollectionUtils.isEmpty(metricToAggregate)) {
             return;
         }
-        String aggregateSql = SqlParserAddHelper.addAggregateToField(correctS2SQL, metricToAggregate);
+        String aggregateSql = SqlAddHelper.addAggregateToField(correctS2SQL, metricToAggregate);
         semanticParseInfo.getSqlInfo().setCorrectS2SQL(aggregateSql);
     }
 
-    protected List<SchemaElement> getMetricElements(Set<Long> modelIds) {
-        SemanticSchema semanticSchema = ContextUtils.getBean(SchemaService.class).getSemanticSchema();
-        return semanticSchema.getMetrics(modelIds);
+    protected List<SchemaElement> getMetricElements(QueryContext queryContext, Long viewId) {
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
+        return semanticSchema.getMetrics(viewId);
     }
 
+    protected Set<String> getDimensions(Long viewId, SemanticSchema semanticSchema) {
+        Set<String> dimensions = semanticSchema.getDimensions(viewId).stream()
+                .flatMap(
+                        schemaElement -> {
+                            Set<String> elements = new HashSet<>();
+                            elements.add(schemaElement.getName());
+                            if (!CollectionUtils.isEmpty(schemaElement.getAlias())) {
+                                elements.addAll(schemaElement.getAlias());
+                            }
+                            return elements.stream();
+                        }
+                ).collect(Collectors.toSet());
+        dimensions.add(TimeDimensionEnum.DAY.getChName());
+        return dimensions;
+    }
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/GrammarCorrector.java

@@ -0,0 +1,31 @@
+package com.tencent.supersonic.chat.core.corrector;
+
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import java.util.ArrayList;
+import java.util.List;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * Correcting SQL syntax, primarily including fixes to select, where, groupBy, and Having clauses
+ */
+@Slf4j
+public class GrammarCorrector extends BaseSemanticCorrector {
+
+    private List<BaseSemanticCorrector> correctors;
+
+    public GrammarCorrector() {
+        correctors = new ArrayList<>();
+        correctors.add(new SelectCorrector());
+        correctors.add(new WhereCorrector());
+        correctors.add(new GroupByCorrector());
+        correctors.add(new HavingCorrector());
+    }
+
+    @Override
+    public void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        for (BaseSemanticCorrector corrector : correctors) {
+            corrector.correct(queryContext, semanticParseInfo);
+        }
+    }
+}

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/GroupByCorrector.java

@@ -0,0 +1,114 @@
+package com.tencent.supersonic.chat.core.corrector;
+
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
+import com.tencent.supersonic.chat.api.pojo.response.SqlInfo;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
+import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.common.util.jsqlparser.SqlAddHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
+import com.tencent.supersonic.headless.api.pojo.Dim;
+import com.tencent.supersonic.headless.api.pojo.response.ModelResp;
+import com.tencent.supersonic.headless.api.pojo.response.ViewResp;
+import com.tencent.supersonic.headless.server.pojo.MetaFilter;
+import com.tencent.supersonic.headless.server.service.ModelService;
+import com.tencent.supersonic.headless.server.service.ViewService;
+import java.util.List;
+import java.util.Objects;
+import java.util.Set;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.util.CollectionUtils;
+
+/**
+ * Perform SQL corrections on the "Group by" section in S2SQL.
+ */
+@Slf4j
+public class GroupByCorrector extends BaseSemanticCorrector {
+
+    @Override
+    public void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        Boolean needAddGroupBy = needAddGroupBy(queryContext, semanticParseInfo);
+        if (!needAddGroupBy) {
+            return;
+        }
+        addGroupByFields(queryContext, semanticParseInfo);
+    }
+
+    private Boolean needAddGroupBy(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        Long viewId = semanticParseInfo.getViewId();
+        ViewService viewService = ContextUtils.getBean(ViewService.class);
+        ModelService modelService = ContextUtils.getBean(ModelService.class);
+        ViewResp viewResp = viewService.getView(viewId);
+        List<Long> modelIds = viewResp.getViewDetail().getViewModelConfigs().stream().map(config -> config.getId())
+                .collect(Collectors.toList());
+        MetaFilter metaFilter = new MetaFilter();
+        metaFilter.setIds(modelIds);
+        List<ModelResp> modelRespList = modelService.getModelList(metaFilter);
+        for (ModelResp modelResp : modelRespList) {
+            List<Dim> dimList = modelResp.getModelDetail().getDimensions();
+            for (Dim dim : dimList) {
+                if (Objects.nonNull(dim.getTypeParams()) && dim.getTypeParams().getTimeGranularity().equals("none")) {
+                    return false;
+                }
+            }
+        }
+        //add dimension group by
+        SqlInfo sqlInfo = semanticParseInfo.getSqlInfo();
+        String correctS2SQL = sqlInfo.getCorrectS2SQL();
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
+        // check has distinct
+        if (SqlSelectHelper.hasDistinct(correctS2SQL)) {
+            log.info("not add group by ,exist distinct in correctS2SQL:{}", correctS2SQL);
+            return false;
+        }
+        //add alias field name
+        Set<String> dimensions = getDimensions(viewId, semanticSchema);
+        List<String> selectFields = SqlSelectHelper.getSelectFields(correctS2SQL);
+        if (CollectionUtils.isEmpty(selectFields) || CollectionUtils.isEmpty(dimensions)) {
+            return false;
+        }
+        // if only date in select not add group by.
+        if (selectFields.size() == 1 && selectFields.contains(TimeDimensionEnum.DAY.getChName())) {
+            return false;
+        }
+        if (SqlSelectHelper.hasGroupBy(correctS2SQL)) {
+            log.info("not add group by ,exist group by in correctS2SQL:{}", correctS2SQL);
+            return false;
+        }
+        return true;
+    }
+
+    private void addGroupByFields(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        Long viewId = semanticParseInfo.getViewId();
+        //add dimension group by
+        SqlInfo sqlInfo = semanticParseInfo.getSqlInfo();
+        String correctS2SQL = sqlInfo.getCorrectS2SQL();
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
+        //add alias field name
+        Set<String> dimensions = getDimensions(viewId, semanticSchema);
+        List<String> selectFields = SqlSelectHelper.getSelectFields(correctS2SQL);
+        List<String> aggregateFields = SqlSelectHelper.getAggregateFields(correctS2SQL);
+        Set<String> groupByFields = selectFields.stream()
+                .filter(field -> dimensions.contains(field))
+                .filter(field -> {
+                    if (!CollectionUtils.isEmpty(aggregateFields) && aggregateFields.contains(field)) {
+                        return false;
+                    }
+                    return true;
+                })
+                .collect(Collectors.toSet());
+        semanticParseInfo.getSqlInfo().setCorrectS2SQL(SqlAddHelper.addGroupBy(correctS2SQL, groupByFields));
+        addAggregate(queryContext, semanticParseInfo);
+    }
+
+    private void addAggregate(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        List<String> sqlGroupByFields = SqlSelectHelper.getGroupByFields(
+                semanticParseInfo.getSqlInfo().getCorrectS2SQL());
+        if (CollectionUtils.isEmpty(sqlGroupByFields)) {
+            return;
+        }
+        addAggregateToMetric(queryContext, semanticParseInfo);
+    }
+}

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/HavingCorrector.java

@@ -0,0 +1,69 @@
+package com.tencent.supersonic.chat.core.corrector;
+
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.common.util.jsqlparser.SqlAddHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectFunctionHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
+import lombok.extern.slf4j.Slf4j;
+import net.sf.jsqlparser.expression.Expression;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.core.env.Environment;
+import org.springframework.util.CollectionUtils;
+
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+/**
+ * Perform SQL corrections on the "Having" section in S2SQL.
+ */
+@Slf4j
+public class HavingCorrector extends BaseSemanticCorrector {
+
+    @Override
+    public void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+
+        //add aggregate to all metric
+        addHaving(queryContext, semanticParseInfo);
+
+        //decide whether add having expression field to select
+        Environment environment = ContextUtils.getBean(Environment.class);
+        String correctorAdditionalInfo = environment.getProperty("corrector.additional.information");
+        if (StringUtils.isNotBlank(correctorAdditionalInfo) && Boolean.parseBoolean(correctorAdditionalInfo)) {
+            addHavingToSelect(semanticParseInfo);
+        }
+
+    }
+
+    private void addHaving(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        Long viewId = semanticParseInfo.getView().getView();
+
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
+
+        Set<String> metrics = semanticSchema.getMetrics(viewId).stream()
+                .map(schemaElement -> schemaElement.getName()).collect(Collectors.toSet());
+
+        if (CollectionUtils.isEmpty(metrics)) {
+            return;
+        }
+        String havingSql = SqlAddHelper.addHaving(semanticParseInfo.getSqlInfo().getCorrectS2SQL(), metrics);
+        semanticParseInfo.getSqlInfo().setCorrectS2SQL(havingSql);
+    }
+
+    private void addHavingToSelect(SemanticParseInfo semanticParseInfo) {
+        String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
+        if (!SqlSelectFunctionHelper.hasAggregateFunction(correctS2SQL)) {
+            return;
+        }
+        List<Expression> havingExpressionList = SqlSelectHelper.getHavingExpression(correctS2SQL);
+        if (!CollectionUtils.isEmpty(havingExpressionList)) {
+            String replaceSql = SqlAddHelper.addFunctionToSelect(correctS2SQL, havingExpressionList);
+            semanticParseInfo.getSqlInfo().setCorrectS2SQL(replaceSql);
+        }
+        return;
+    }
+
+}

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/SchemaCorrector.java

@@ -0,0 +1,149 @@
+package com.tencent.supersonic.chat.core.corrector;
+
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
+import com.tencent.supersonic.chat.api.pojo.response.SqlInfo;
+import com.tencent.supersonic.chat.core.parser.sql.llm.ParseResult;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMReq.ElementValue;
+import com.tencent.supersonic.common.pojo.Constants;
+import com.tencent.supersonic.common.pojo.enums.FilterOperatorEnum;
+import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
+import com.tencent.supersonic.common.util.DateUtils;
+import com.tencent.supersonic.common.util.JsonUtil;
+import com.tencent.supersonic.common.util.jsqlparser.AggregateEnum;
+import com.tencent.supersonic.common.util.jsqlparser.FieldExpression;
+import com.tencent.supersonic.common.util.jsqlparser.SqlRemoveHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlReplaceHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.Set;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.util.CollectionUtils;
+
+/**
+ * Perform schema corrections on the Schema information in S2SQL.
+ */
+@Slf4j
+public class SchemaCorrector extends BaseSemanticCorrector {
+
+    @Override
+    public void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+
+        removeFilterIfNotInLinkingValue(queryContext, semanticParseInfo);
+
+        correctAggFunction(semanticParseInfo);
+
+        replaceAlias(semanticParseInfo);
+
+        updateFieldNameByLinkingValue(semanticParseInfo);
+
+        updateFieldValueByLinkingValue(semanticParseInfo);
+
+        correctFieldName(queryContext, semanticParseInfo);
+    }
+
+    private void correctAggFunction(SemanticParseInfo semanticParseInfo) {
+        Map<String, String> aggregateEnum = AggregateEnum.getAggregateEnum();
+        SqlInfo sqlInfo = semanticParseInfo.getSqlInfo();
+        String sql = SqlReplaceHelper.replaceFunction(sqlInfo.getCorrectS2SQL(), aggregateEnum);
+        sqlInfo.setCorrectS2SQL(sql);
+    }
+
+    private void replaceAlias(SemanticParseInfo semanticParseInfo) {
+        SqlInfo sqlInfo = semanticParseInfo.getSqlInfo();
+        String replaceAlias = SqlReplaceHelper.replaceAlias(sqlInfo.getCorrectS2SQL());
+        sqlInfo.setCorrectS2SQL(replaceAlias);
+    }
+
+    private void correctFieldName(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        Map<String, String> fieldNameMap = getFieldNameMap(queryContext, semanticParseInfo.getViewId());
+        SqlInfo sqlInfo = semanticParseInfo.getSqlInfo();
+        String sql = SqlReplaceHelper.replaceFields(sqlInfo.getCorrectS2SQL(), fieldNameMap);
+        sqlInfo.setCorrectS2SQL(sql);
+    }
+
+    private void updateFieldNameByLinkingValue(SemanticParseInfo semanticParseInfo) {
+        List<ElementValue> linking = getLinkingValues(semanticParseInfo);
+        if (CollectionUtils.isEmpty(linking)) {
+            return;
+        }
+
+        Map<String, Set<String>> fieldValueToFieldNames = linking.stream().collect(
+                Collectors.groupingBy(ElementValue::getFieldValue,
+                        Collectors.mapping(ElementValue::getFieldName, Collectors.toSet())));
+
+        SqlInfo sqlInfo = semanticParseInfo.getSqlInfo();
+
+        String sql = SqlReplaceHelper.replaceFieldNameByValue(sqlInfo.getCorrectS2SQL(), fieldValueToFieldNames);
+        sqlInfo.setCorrectS2SQL(sql);
+    }
+
+    private List<ElementValue> getLinkingValues(SemanticParseInfo semanticParseInfo) {
+        Object context = semanticParseInfo.getProperties().get(Constants.CONTEXT);
+        if (Objects.isNull(context)) {
+            return null;
+        }
+
+        ParseResult parseResult = JsonUtil.toObject(JsonUtil.toString(context), ParseResult.class);
+        if (Objects.isNull(parseResult) || Objects.isNull(parseResult.getLlmReq())) {
+            return null;
+        }
+        return parseResult.getLinkingValues();
+    }
+
+    private void updateFieldValueByLinkingValue(SemanticParseInfo semanticParseInfo) {
+        List<ElementValue> linking = getLinkingValues(semanticParseInfo);
+        if (CollectionUtils.isEmpty(linking)) {
+            return;
+        }
+
+        Map<String, Map<String, String>> filedNameToValueMap = linking.stream().collect(
+                Collectors.groupingBy(ElementValue::getFieldName,
+                        Collectors.mapping(ElementValue::getFieldValue, Collectors.toMap(
+                                oldValue -> oldValue,
+                                newValue -> newValue,
+                                (existingValue, newValue) -> newValue)
+                        )));
+
+        SqlInfo sqlInfo = semanticParseInfo.getSqlInfo();
+        String sql = SqlReplaceHelper.replaceValue(sqlInfo.getCorrectS2SQL(), filedNameToValueMap, false);
+        sqlInfo.setCorrectS2SQL(sql);
+    }
+
+    public void removeFilterIfNotInLinkingValue(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        SqlInfo sqlInfo = semanticParseInfo.getSqlInfo();
+        String correctS2SQL = sqlInfo.getCorrectS2SQL();
+        List<FieldExpression> whereExpressionList = SqlSelectHelper.getWhereExpressions(correctS2SQL);
+        if (CollectionUtils.isEmpty(whereExpressionList)) {
+            return;
+        }
+        List<ElementValue> linkingValues = getLinkingValues(semanticParseInfo);
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
+        Set<String> dimensions = getDimensions(semanticParseInfo.getViewId(), semanticSchema);
+
+        if (CollectionUtils.isEmpty(linkingValues)) {
+            linkingValues = new ArrayList<>();
+        }
+        Set<String> linkingFieldNames = linkingValues.stream().map(linking -> linking.getFieldName())
+                .collect(Collectors.toSet());
+
+        Set<String> removeFieldNames = whereExpressionList.stream()
+                .filter(fieldExpression -> StringUtils.isBlank(fieldExpression.getFunction()))
+                .filter(fieldExpression -> !TimeDimensionEnum.containsTimeDimension(fieldExpression.getFieldName()))
+                .filter(fieldExpression -> FilterOperatorEnum.EQUALS.getValue().equals(fieldExpression.getOperator()))
+                .filter(fieldExpression -> dimensions.contains(fieldExpression.getFieldName()))
+                .filter(fieldExpression -> !DateUtils.isAnyDateString(fieldExpression.getFieldValue().toString()))
+                .filter(fieldExpression -> !linkingFieldNames.contains(fieldExpression.getFieldName()))
+                .map(fieldExpression -> fieldExpression.getFieldName()).collect(Collectors.toSet());
+
+        String sql = SqlRemoveHelper.removeWhereCondition(correctS2SQL, removeFieldNames);
+        sqlInfo.setCorrectS2SQL(sql);
+    }
+
+}

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/SelectCorrector.java

@@ -1,8 +1,8 @@
-package com.tencent.supersonic.chat.corrector;
+package com.tencent.supersonic.chat.core.corrector;
 
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import com.tencent.supersonic.common.util.jsqlparser.SqlParserSelectHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
 import java.util.List;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.util.CollectionUtils;
@@ -14,10 +14,10 @@ import org.springframework.util.CollectionUtils;
 public class SelectCorrector extends BaseSemanticCorrector {
 
     @Override
-    public void doCorrect(QueryReq queryReq, SemanticParseInfo semanticParseInfo) {
+    public void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
         String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
-        List<String> aggregateFields = SqlParserSelectHelper.getAggregateFields(correctS2SQL);
-        List<String> selectFields = SqlParserSelectHelper.getSelectFields(correctS2SQL);
+        List<String> aggregateFields = SqlSelectHelper.getAggregateFields(correctS2SQL);
+        List<String> selectFields = SqlSelectHelper.getSelectFields(correctS2SQL);
         // If the number of aggregated fields is equal to the number of queried fields, do not add fields to select.
         if (!CollectionUtils.isEmpty(aggregateFields)
                 && !CollectionUtils.isEmpty(selectFields)

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/SemanticCorrector.java

@@ -1,7 +1,7 @@
-package com.tencent.supersonic.chat.api.component;
+package com.tencent.supersonic.chat.core.corrector;
 
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
 
 /**
  * A semantic corrector checks validity of extracted semantic information and
@@ -9,5 +9,5 @@ import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
  */
 public interface SemanticCorrector {
 
-    void correct(QueryReq queryReq, SemanticParseInfo semanticParseInfo);
+    void correct(QueryContext queryContext, SemanticParseInfo semanticParseInfo);
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/TimeCorrector.java

@@ -0,0 +1,57 @@
+package com.tencent.supersonic.chat.core.corrector;
+
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.common.util.jsqlparser.DateVisitor.DateBoundInfo;
+import com.tencent.supersonic.common.util.jsqlparser.SqlAddHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlDateSelectHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlReplaceHelper;
+import java.util.Objects;
+import lombok.extern.slf4j.Slf4j;
+import net.sf.jsqlparser.JSQLParserException;
+import net.sf.jsqlparser.parser.CCJSqlParserUtil;
+import org.apache.commons.lang3.StringUtils;
+
+/**
+ * Perform SQL corrections on the time in S2SQL.
+ */
+@Slf4j
+public class TimeCorrector extends BaseSemanticCorrector {
+
+    @Override
+    public void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+
+        parserDateDiffFunction(semanticParseInfo);
+
+        addLowerBoundDate(semanticParseInfo);
+
+    }
+
+    private void addLowerBoundDate(SemanticParseInfo semanticParseInfo) {
+        String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
+        DateBoundInfo dateBoundInfo = SqlDateSelectHelper.getDateBoundInfo(correctS2SQL);
+        if (Objects.isNull(dateBoundInfo)) {
+            return;
+        }
+        if (StringUtils.isBlank(dateBoundInfo.getLowerBound())
+                && StringUtils.isNotBlank(dateBoundInfo.getUpperBound())
+                && StringUtils.isNotBlank(dateBoundInfo.getUpperDate())) {
+            String upperDate = dateBoundInfo.getUpperDate();
+            try {
+                correctS2SQL = SqlAddHelper.addParenthesisToWhere(correctS2SQL);
+                String condExpr = dateBoundInfo.getColumName() + " >= '" + upperDate + "'";
+                correctS2SQL = SqlAddHelper.addWhere(correctS2SQL, CCJSqlParserUtil.parseCondExpression(condExpr));
+            } catch (JSQLParserException e) {
+                log.error("parseCondExpression", e);
+            }
+            semanticParseInfo.getSqlInfo().setCorrectS2SQL(correctS2SQL);
+        }
+    }
+
+    private void parserDateDiffFunction(SemanticParseInfo semanticParseInfo) {
+        String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
+        correctS2SQL = SqlReplaceHelper.replaceFunction(correctS2SQL);
+        semanticParseInfo.getSqlInfo().setCorrectS2SQL(correctS2SQL);
+    }
+
+}

chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/WhereCorrector.java

@@ -1,25 +1,24 @@
-package com.tencent.supersonic.chat.corrector;
+package com.tencent.supersonic.chat.core.corrector;
 
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
-import com.tencent.supersonic.chat.api.pojo.SchemaValueMap;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaValueMap;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import com.tencent.supersonic.chat.parser.sql.llm.S2SqlDateHelper;
+import com.tencent.supersonic.chat.core.utils.S2SqlDateHelper;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
-import com.tencent.supersonic.common.util.ContextUtils;
 import com.tencent.supersonic.common.util.StringUtil;
-import com.tencent.supersonic.common.util.jsqlparser.SqlParserAddHelper;
-import com.tencent.supersonic.common.util.jsqlparser.SqlParserReplaceHelper;
-import com.tencent.supersonic.common.util.jsqlparser.SqlParserSelectHelper;
-import com.tencent.supersonic.knowledge.service.SchemaService;
+import com.tencent.supersonic.common.util.jsqlparser.SqlAddHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlReplaceHelper;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
 import lombok.extern.slf4j.Slf4j;
 import net.sf.jsqlparser.JSQLParserException;
 import net.sf.jsqlparser.expression.Expression;
 import net.sf.jsqlparser.parser.CCJSqlParserUtil;
 import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.tuple.Pair;
 import org.apache.logging.log4j.util.Strings;
 import org.springframework.util.CollectionUtils;
 
@@ -27,7 +26,6 @@ import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
-import java.util.Set;
 import java.util.stream.Collectors;
 
 /**
@@ -37,19 +35,17 @@ import java.util.stream.Collectors;
 public class WhereCorrector extends BaseSemanticCorrector {
 
     @Override
-    public void doCorrect(QueryReq queryReq, SemanticParseInfo semanticParseInfo) {
+    public void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
 
-        addDateIfNotExist(semanticParseInfo);
+        addDateIfNotExist(queryContext, semanticParseInfo);
 
-        parserDateDiffFunction(semanticParseInfo);
+        addQueryFilter(queryContext, semanticParseInfo);
 
-        addQueryFilter(queryReq, semanticParseInfo);
-
-        updateFieldValueByTechName(semanticParseInfo);
+        updateFieldValueByTechName(queryContext, semanticParseInfo);
     }
 
-    private void addQueryFilter(QueryReq queryReq, SemanticParseInfo semanticParseInfo) {
-        String queryFilter = getQueryFilter(queryReq.getQueryFilters());
+    private void addQueryFilter(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        String queryFilter = getQueryFilter(queryContext.getQueryFilters());
 
         String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
 
@@ -61,26 +57,29 @@ public class WhereCorrector extends BaseSemanticCorrector {
             } catch (JSQLParserException e) {
                 log.error("parseCondExpression", e);
             }
-            correctS2SQL = SqlParserAddHelper.addWhere(correctS2SQL, expression);
+            correctS2SQL = SqlAddHelper.addWhere(correctS2SQL, expression);
             semanticParseInfo.getSqlInfo().setCorrectS2SQL(correctS2SQL);
         }
     }
 
-    private void parserDateDiffFunction(SemanticParseInfo semanticParseInfo) {
+    private void addDateIfNotExist(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
         String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
-        correctS2SQL = SqlParserReplaceHelper.replaceFunction(correctS2SQL);
-        semanticParseInfo.getSqlInfo().setCorrectS2SQL(correctS2SQL);
-    }
-
-    private void addDateIfNotExist(SemanticParseInfo semanticParseInfo) {
-        String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
-        List<String> whereFields = SqlParserSelectHelper.getWhereFields(correctS2SQL);
+        List<String> whereFields = SqlSelectHelper.getWhereFields(correctS2SQL);
         if (CollectionUtils.isEmpty(whereFields) || !TimeDimensionEnum.containsZhTimeDimension(whereFields)) {
-            String currentDate = S2SqlDateHelper.getReferenceDate(semanticParseInfo.getModelId());
-            if (StringUtils.isNotBlank(currentDate)) {
-                correctS2SQL = SqlParserAddHelper.addParenthesisToWhere(correctS2SQL);
-                correctS2SQL = SqlParserAddHelper.addWhere(
-                        correctS2SQL, TimeDimensionEnum.DAY.getChName(), currentDate);
+            Pair<String, String> startEndDate = S2SqlDateHelper.getStartEndDate(queryContext,
+                    semanticParseInfo.getViewId(), semanticParseInfo.getQueryType());
+            if (StringUtils.isNotBlank(startEndDate.getLeft())
+                    && StringUtils.isNotBlank(startEndDate.getRight())) {
+                correctS2SQL = SqlAddHelper.addParenthesisToWhere(correctS2SQL);
+                String dateChName = TimeDimensionEnum.DAY.getChName();
+                String condExpr = String.format(" ( %s >= '%s'  and %s <= '%s' )", dateChName,
+                        startEndDate.getLeft(), dateChName, startEndDate.getRight());
+                try {
+                    Expression expression = CCJSqlParserUtil.parseCondExpression(condExpr);
+                    correctS2SQL = SqlAddHelper.addWhere(correctS2SQL, expression);
+                } catch (JSQLParserException e) {
+                    log.error("parseCondExpression:{}", e);
+                }
             }
         }
         semanticParseInfo.getSqlInfo().setCorrectS2SQL(correctS2SQL);
@@ -100,17 +99,17 @@ public class WhereCorrector extends BaseSemanticCorrector {
                 .collect(Collectors.joining(Constants.AND_UPPER));
     }
 
-    private void updateFieldValueByTechName(SemanticParseInfo semanticParseInfo) {
-        SemanticSchema semanticSchema = ContextUtils.getBean(SchemaService.class).getSemanticSchema();
-        Set<Long> modelIds = semanticParseInfo.getModel().getModelIds();
-        List<SchemaElement> dimensions = semanticSchema.getDimensions(modelIds);
+    private void updateFieldValueByTechName(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
+        Long viewId = semanticParseInfo.getViewId();
+        List<SchemaElement> dimensions = semanticSchema.getDimensions(viewId);
 
         if (CollectionUtils.isEmpty(dimensions)) {
             return;
         }
 
         Map<String, Map<String, String>> aliasAndBizNameToTechName = getAliasAndBizNameToTechName(dimensions);
-        String correctS2SQL = SqlParserReplaceHelper.replaceValue(semanticParseInfo.getSqlInfo().getCorrectS2SQL(),
+        String correctS2SQL = SqlReplaceHelper.replaceValue(semanticParseInfo.getSqlInfo().getCorrectS2SQL(),
                 aliasAndBizNameToTechName);
         semanticParseInfo.getSqlInfo().setCorrectS2SQL(correctS2SQL);
     }

chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/BaseMapper.java

@@ -1,23 +1,22 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
-import com.tencent.supersonic.chat.api.component.SchemaMapper;
-import com.tencent.supersonic.chat.api.pojo.ModelSchema;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
-import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
-import com.tencent.supersonic.chat.service.SemanticService;
-import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
+import com.tencent.supersonic.chat.api.pojo.ViewSchema;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.beans.BeanUtils;
+
 import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.stream.Collectors;
-import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.lang3.StringUtils;
-import org.springframework.beans.BeanUtils;
 
 @Slf4j
 public abstract class BaseMapper implements SchemaMapper {
@@ -27,7 +26,7 @@ public abstract class BaseMapper implements SchemaMapper {
 
         String simpleName = this.getClass().getSimpleName();
         long startTime = System.currentTimeMillis();
-        log.info("before {},mapInfo:{}", simpleName, queryContext.getMapInfo().getModelElementMatches());
+        log.debug("before {},mapInfo:{}", simpleName, queryContext.getMapInfo().getViewElementMatches());
 
         try {
             doMap(queryContext);
@@ -36,13 +35,13 @@ public abstract class BaseMapper implements SchemaMapper {
         }
 
         long cost = System.currentTimeMillis() - startTime;
-        log.info("after {},cost:{},mapInfo:{}", simpleName, cost, queryContext.getMapInfo().getModelElementMatches());
+        log.debug("after {},cost:{},mapInfo:{}", simpleName, cost, queryContext.getMapInfo().getViewElementMatches());
     }
 
     public abstract void doMap(QueryContext queryContext);
 
     public void addToSchemaMap(SchemaMapInfo schemaMap, Long modelId, SchemaElementMatch newElementMatch) {
-        Map<Long, List<SchemaElementMatch>> modelElementMatches = schemaMap.getModelElementMatches();
+        Map<Long, List<SchemaElementMatch>> modelElementMatches = schemaMap.getViewElementMatches();
         List<SchemaElementMatch> schemaElementMatches = modelElementMatches.putIfAbsent(modelId, new ArrayList<>());
         if (schemaElementMatches == null) {
             schemaElementMatches = modelElementMatches.get(modelId);
@@ -68,14 +67,14 @@ public abstract class BaseMapper implements SchemaMapper {
         }
     }
 
-    public SchemaElement getSchemaElement(Long modelId, SchemaElementType elementType, Long elementID) {
+    public SchemaElement getSchemaElement(Long viewId, SchemaElementType elementType, Long elementID,
+            SemanticSchema semanticSchema) {
         SchemaElement element = new SchemaElement();
-        SemanticService schemaService = ContextUtils.getBean(SemanticService.class);
-        ModelSchema modelSchema = schemaService.getModelSchema(modelId);
-        if (Objects.isNull(modelSchema)) {
+        ViewSchema viewSchema = semanticSchema.getViewSchemaMap().get(viewId);
+        if (Objects.isNull(viewSchema)) {
             return null;
         }
-        SchemaElement elementDb = modelSchema.getElement(elementType, elementID);
+        SchemaElement elementDb = viewSchema.getElement(elementType, elementID);
         if (Objects.isNull(elementDb)) {
             log.info("element is null, elementType:{},elementID:{}", elementType, elementID);
             return null;

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

@@ -1,8 +1,8 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
-import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.knowledge.utils.NatureHelper;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.headless.api.pojo.response.S2Term;
+import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
 import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.HashMap;
@@ -27,24 +27,25 @@ public abstract class BaseMatchStrategy<T> implements MatchStrategy<T> {
     private MapperHelper mapperHelper;
 
     @Override
-    public Map<MatchText, List<T>> match(QueryContext queryContext, List<Term> terms, Set<Long> detectModelIds) {
-        String text = queryContext.getRequest().getQueryText();
+    public Map<MatchText, List<T>> match(QueryContext queryContext, List<S2Term> terms,
+            Set<Long> detectViewIds) {
+        String text = queryContext.getQueryText();
         if (Objects.isNull(terms) || StringUtils.isEmpty(text)) {
             return null;
         }
 
-        log.debug("terms:{},,detectModelIds:{}", terms, detectModelIds);
+        log.debug("terms:{},,detectViewIds:{}", terms, detectViewIds);
 
-        List<T> detects = detect(queryContext, terms, detectModelIds);
+        List<T> detects = detect(queryContext, terms, detectViewIds);
         Map<MatchText, List<T>> result = new HashMap<>();
 
         result.put(MatchText.builder().regText(text).detectSegment(text).build(), detects);
         return result;
     }
 
-    public List<T> detect(QueryContext queryContext, List<Term> terms, Set<Long> detectModelIds) {
+    public List<T> detect(QueryContext queryContext, List<S2Term> terms, Set<Long> detectViewIds) {
         Map<Integer, Integer> regOffsetToLength = getRegOffsetToLength(terms);
-        String text = queryContext.getRequest().getQueryText();
+        String text = queryContext.getQueryText();
         Set<T> results = new HashSet<>();
 
         Set<String> detectSegments = new HashSet<>();
@@ -55,25 +56,26 @@ public abstract class BaseMatchStrategy<T> implements MatchStrategy<T> {
                 int offset = mapperHelper.getStepOffset(terms, startIndex);
                 index = mapperHelper.getStepIndex(regOffsetToLength, index);
                 if (index <= text.length()) {
-                    String detectSegment = text.substring(startIndex, index);
+                    String detectSegment = text.substring(startIndex, index).trim();
                     detectSegments.add(detectSegment);
-                    detectByStep(queryContext, results, detectModelIds, startIndex, index, offset);
+                    detectByStep(queryContext, results, detectViewIds, detectSegment, offset);
                 }
             }
             startIndex = mapperHelper.getStepIndex(regOffsetToLength, startIndex);
         }
-        detectByBatch(queryContext, results, detectModelIds, detectSegments);
+        detectByBatch(queryContext, results, detectViewIds, detectSegments);
         return new ArrayList<>(results);
     }
 
-    protected void detectByBatch(QueryContext queryContext, Set<T> results, Set<Long> detectModelIds,
+    protected void detectByBatch(QueryContext queryContext, Set<T> results, Set<Long> detectViewIds,
             Set<String> detectSegments) {
         return;
     }
 
-    public Map<Integer, Integer> getRegOffsetToLength(List<Term> terms) {
-        return terms.stream().sorted(Comparator.comparing(Term::length))
-                .collect(Collectors.toMap(Term::getOffset, term -> term.word.length(), (value1, value2) -> value2));
+    public Map<Integer, Integer> getRegOffsetToLength(List<S2Term> terms) {
+        return terms.stream().sorted(Comparator.comparing(S2Term::length))
+                .collect(Collectors.toMap(S2Term::getOffset, term -> term.word.length(),
+                        (value1, value2) -> value2));
     }
 
     public void selectResultInOneRound(Set<T> existResults, List<T> oneRoundResults) {
@@ -101,10 +103,10 @@ public abstract class BaseMatchStrategy<T> implements MatchStrategy<T> {
         }
     }
 
-    public List<T> getMatches(QueryContext queryContext, List<Term> terms) {
-        Set<Long> detectModelIds = mapperHelper.getModelIds(queryContext.getRequest());
-        terms = filterByModelIds(terms, detectModelIds);
-        Map<MatchText, List<T>> matchResult = match(queryContext, terms, detectModelIds);
+    public List<T> getMatches(QueryContext queryContext, List<S2Term> terms) {
+        Set<Long> viewIds = mapperHelper.getViewIds(queryContext.getViewId(), queryContext.getAgent());
+        terms = filterByViewId(terms, viewIds);
+        Map<MatchText, List<T>> matchResult = match(queryContext, terms, viewIds);
         List<T> matches = new ArrayList<>();
         if (Objects.isNull(matchResult)) {
             return matches;
@@ -119,27 +121,27 @@ public abstract class BaseMatchStrategy<T> implements MatchStrategy<T> {
         return matches;
     }
 
-    public List<Term> filterByModelIds(List<Term> terms, Set<Long> detectModelIds) {
+    public List<S2Term> filterByViewId(List<S2Term> terms, Set<Long> viewIds) {
         logTerms(terms);
-        if (CollectionUtils.isNotEmpty(detectModelIds)) {
+        if (CollectionUtils.isNotEmpty(viewIds)) {
             terms = terms.stream().filter(term -> {
-                Long modelId = NatureHelper.getModelId(term.getNature().toString());
-                if (Objects.nonNull(modelId)) {
-                    return detectModelIds.contains(modelId);
+                Long viewId = NatureHelper.getViewId(term.getNature().toString());
+                if (Objects.nonNull(viewId)) {
+                    return viewIds.contains(viewId);
                 }
                 return false;
             }).collect(Collectors.toList());
-            log.info("terms filter by modelIds:{}", detectModelIds);
+            log.info("terms filter by viewId:{}", viewIds);
             logTerms(terms);
         }
         return terms;
     }
 
-    public void logTerms(List<Term> terms) {
+    public void logTerms(List<S2Term> terms) {
         if (CollectionUtils.isEmpty(terms)) {
             return;
         }
-        for (Term term : terms) {
+        for (S2Term term : terms) {
             log.debug("word:{},nature:{},frequency:{}", term.word, term.nature.toString(), term.getFrequency());
         }
     }
@@ -148,7 +150,7 @@ public abstract class BaseMatchStrategy<T> implements MatchStrategy<T> {
 
     public abstract String getMapKey(T a);
 
-    public abstract void detectByStep(QueryContext queryContext, Set<T> results,
-            Set<Long> detectModelIds, Integer startIndex, Integer index, int offset);
+    public abstract void detectByStep(QueryContext queryContext, Set<T> existResults, Set<Long> detectViewIds,
+            String detectSegment, int offset);
 
 }

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

@@ -1,13 +1,18 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
-import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
-import com.tencent.supersonic.chat.config.OptimizationConfig;
+import com.tencent.supersonic.chat.core.config.OptimizationConfig;
+import com.tencent.supersonic.headless.api.pojo.response.S2Term;
+import com.tencent.supersonic.headless.core.knowledge.DatabaseMapResult;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.common.pojo.Constants;
-import com.tencent.supersonic.knowledge.dictionary.DatabaseMapResult;
-import com.tencent.supersonic.knowledge.service.SchemaService;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+import org.springframework.util.CollectionUtils;
+
 import java.util.ArrayList;
 import java.util.HashSet;
 import java.util.List;
@@ -15,11 +20,6 @@ import java.util.Map;
 import java.util.Map.Entry;
 import java.util.Set;
 import java.util.stream.Collectors;
-import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.lang3.StringUtils;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.stereotype.Service;
-import org.springframework.util.CollectionUtils;
 
 /**
  * DatabaseMatchStrategy uses SQL LIKE operator to match schema elements.
@@ -33,15 +33,13 @@ public class DatabaseMatchStrategy extends BaseMatchStrategy<DatabaseMapResult>
     private OptimizationConfig optimizationConfig;
     @Autowired
     private MapperHelper mapperHelper;
-    @Autowired
-    private SchemaService schemaService;
     private List<SchemaElement> allElements;
 
     @Override
-    public Map<MatchText, List<DatabaseMapResult>> match(QueryContext queryContext, List<Term> terms,
-            Set<Long> detectModelIds) {
-        this.allElements = getSchemaElements();
-        return super.match(queryContext, terms, detectModelIds);
+    public Map<MatchText, List<DatabaseMapResult>> match(QueryContext queryContext, List<S2Term> terms,
+            Set<Long> detectViewIds) {
+        this.allElements = getSchemaElements(queryContext);
+        return super.match(queryContext, terms, detectViewIds);
     }
 
     @Override
@@ -56,16 +54,13 @@ public class DatabaseMatchStrategy extends BaseMatchStrategy<DatabaseMapResult>
                 + Constants.UNDERLINE + a.getSchemaElement().getName();
     }
 
-    public void detectByStep(QueryContext queryContext, Set<DatabaseMapResult> existResults, Set<Long> detectModelIds,
-            Integer startIndex, Integer index, int offset) {
-        String detectSegment = queryContext.getRequest().getQueryText().substring(startIndex, index);
+    public void detectByStep(QueryContext queryContext, Set<DatabaseMapResult> existResults, Set<Long> detectViewIds,
+            String detectSegment, int offset) {
         if (StringUtils.isBlank(detectSegment)) {
             return;
         }
-        Set<Long> modelIds = mapperHelper.getModelIds(queryContext.getRequest());
 
         Double metricDimensionThresholdConfig = getThreshold(queryContext);
-
         Map<String, Set<SchemaElement>> nameToItems = getNameToItems(allElements);
 
         for (Entry<String, Set<SchemaElement>> entry : nameToItems.entrySet()) {
@@ -75,9 +70,9 @@ public class DatabaseMatchStrategy extends BaseMatchStrategy<DatabaseMapResult>
                 continue;
             }
             Set<SchemaElement> schemaElements = entry.getValue();
-            if (!CollectionUtils.isEmpty(modelIds)) {
+            if (!CollectionUtils.isEmpty(detectViewIds)) {
                 schemaElements = schemaElements.stream()
-                        .filter(schemaElement -> modelIds.contains(schemaElement.getModel()))
+                        .filter(schemaElement -> detectViewIds.contains(schemaElement.getView()))
                         .collect(Collectors.toSet());
             }
             for (SchemaElement schemaElement : schemaElements) {
@@ -90,10 +85,10 @@ public class DatabaseMatchStrategy extends BaseMatchStrategy<DatabaseMapResult>
         }
     }
 
-    private List<SchemaElement> getSchemaElements() {
+    private List<SchemaElement> getSchemaElements(QueryContext queryContext) {
         List<SchemaElement> allElements = new ArrayList<>();
-        allElements.addAll(schemaService.getSemanticSchema().getDimensions());
-        allElements.addAll(schemaService.getSemanticSchema().getMetrics());
+        allElements.addAll(queryContext.getSemanticSchema().getDimensions());
+        allElements.addAll(queryContext.getSemanticSchema().getMetrics());
         return allElements;
     }
 
@@ -101,7 +96,7 @@ public class DatabaseMatchStrategy extends BaseMatchStrategy<DatabaseMapResult>
         Double metricDimensionThresholdConfig = optimizationConfig.getMetricDimensionThresholdConfig();
         Double metricDimensionMinThresholdConfig = optimizationConfig.getMetricDimensionMinThresholdConfig();
 
-        Map<Long, List<SchemaElementMatch>> modelElementMatches = queryContext.getMapInfo().getModelElementMatches();
+        Map<Long, List<SchemaElementMatch>> modelElementMatches = queryContext.getMapInfo().getViewElementMatches();
 
         boolean existElement = modelElementMatches.entrySet().stream().anyMatch(entry -> entry.getValue().size() >= 1);
 

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

@@ -1,18 +1,19 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
-import com.alibaba.fastjson.JSONObject;
-import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.common.util.ContextUtils;
 import com.tencent.supersonic.common.util.embedding.Retrieval;
-import com.tencent.supersonic.knowledge.dictionary.EmbeddingResult;
-import com.tencent.supersonic.knowledge.dictionary.builder.BaseWordBuilder;
-import com.tencent.supersonic.knowledge.utils.HanlpHelper;
-import java.util.List;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.response.S2Term;
+import com.tencent.supersonic.headless.core.knowledge.EmbeddingResult;
+import com.tencent.supersonic.headless.core.knowledge.builder.BaseWordBuilder;
+import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.server.service.KnowledgeService;
 import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.lang3.StringUtils;
+import java.util.List;
+import java.util.Objects;
 
 /***
  * A mapper that recognizes schema elements with vector embedding.
@@ -23,8 +24,9 @@ public class EmbeddingMapper extends BaseMapper {
     @Override
     public void doMap(QueryContext queryContext) {
         //1. query from embedding by queryText
-        String queryText = queryContext.getRequest().getQueryText();
-        List<Term> terms = HanlpHelper.getTerms(queryText);
+        String queryText = queryContext.getQueryText();
+        KnowledgeService knowledgeService = ContextUtils.getBean(KnowledgeService.class);
+        List<S2Term> terms = knowledgeService.getTerms(queryText);
 
         EmbeddingMatchStrategy matchStrategy = ContextUtils.getBean(EmbeddingMatchStrategy.class);
         List<EmbeddingResult> matchResults = matchStrategy.getMatches(queryContext, terms);
@@ -34,16 +36,13 @@ public class EmbeddingMapper extends BaseMapper {
         //2. build SchemaElementMatch by info
         for (EmbeddingResult matchResult : matchResults) {
             Long elementId = Retrieval.getLongId(matchResult.getId());
-
-            SchemaElement schemaElement = JSONObject.parseObject(JSONObject.toJSONString(matchResult.getMetadata()),
-                    SchemaElement.class);
-
-            String modelIdStr = matchResult.getMetadata().get("modelId");
-            if (StringUtils.isBlank(modelIdStr)) {
+            Long viewId = Retrieval.getLongId(matchResult.getMetadata().get("viewId"));
+            if (Objects.isNull(viewId)) {
                 continue;
             }
-            long modelId = Long.parseLong(modelIdStr);
-            schemaElement = getSchemaElement(modelId, schemaElement.getType(), elementId);
+            SchemaElementType elementType = SchemaElementType.valueOf(matchResult.getMetadata().get("type"));
+            SchemaElement schemaElement = getSchemaElement(viewId, elementType, elementId,
+                    queryContext.getSemanticSchema());
             if (schemaElement == null) {
                 continue;
             }
@@ -55,7 +54,7 @@ public class EmbeddingMapper extends BaseMapper {
                     .detectWord(matchResult.getDetectWord())
                     .build();
             //3. add to mapInfo
-            addToSchemaMap(queryContext.getMapInfo(), modelId, schemaElementMatch);
+            addToSchemaMap(queryContext.getMapInfo(), viewId, schemaElementMatch);
         }
     }
 }

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

@@ -1,18 +1,16 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
 import com.google.common.collect.Lists;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.config.OptimizationConfig;
+import com.tencent.supersonic.chat.core.config.OptimizationConfig;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.common.pojo.Constants;
-import com.tencent.supersonic.common.util.ComponentFactory;
 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.common.util.embedding.S2EmbeddingStore;
-import com.tencent.supersonic.knowledge.dictionary.EmbeddingResult;
-import com.tencent.supersonic.semantic.model.domain.listener.MetaEmbeddingListener;
+import com.tencent.supersonic.headless.core.knowledge.EmbeddingResult;
+import com.tencent.supersonic.headless.server.service.MetaEmbeddingService;
+import java.util.ArrayList;
 import java.util.Comparator;
-import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
@@ -35,7 +33,8 @@ public class EmbeddingMatchStrategy extends BaseMatchStrategy<EmbeddingResult> {
     @Autowired
     private OptimizationConfig optimizationConfig;
 
-    private S2EmbeddingStore s2EmbeddingStore = ComponentFactory.getS2EmbeddingStore();
+    @Autowired
+    private MetaEmbeddingService metaEmbeddingService;
 
     @Override
     public boolean needDelete(EmbeddingResult oneRoundResult, EmbeddingResult existResult) {
@@ -49,7 +48,13 @@ public class EmbeddingMatchStrategy extends BaseMatchStrategy<EmbeddingResult> {
     }
 
     @Override
-    protected void detectByBatch(QueryContext queryContext, Set<EmbeddingResult> results, Set<Long> detectModelIds,
+    public void detectByStep(QueryContext queryContext, Set<EmbeddingResult> existResults, Set<Long> detectViewIds,
+            String detectSegment, int offset) {
+
+    }
+
+    @Override
+    protected void detectByBatch(QueryContext queryContext, Set<EmbeddingResult> results, Set<Long> detectViewIds,
             Set<String> detectSegments) {
 
         List<String> queryTextsList = detectSegments.stream()
@@ -63,49 +68,29 @@ public class EmbeddingMatchStrategy extends BaseMatchStrategy<EmbeddingResult> {
                 optimizationConfig.getEmbeddingMapperBatch());
 
         for (List<String> queryTextsSub : queryTextsSubList) {
-            detectByQueryTextsSub(results, detectModelIds, queryTextsSub);
+            detectByQueryTextsSub(results, detectViewIds, queryTextsSub);
         }
     }
 
-    private void detectByQueryTextsSub(Set<EmbeddingResult> results, Set<Long> detectModelIds,
+    private void detectByQueryTextsSub(Set<EmbeddingResult> results, Set<Long> detectViewIds,
             List<String> queryTextsSub) {
         int embeddingNumber = optimizationConfig.getEmbeddingMapperNumber();
         Double distance = optimizationConfig.getEmbeddingMapperDistanceThreshold();
-        Map<String, String> filterCondition = null;
         // step1. build query params
-        // if only one modelId, add to filterCondition
-        if (CollectionUtils.isNotEmpty(detectModelIds) && detectModelIds.size() == 1) {
-            filterCondition = new HashMap<>();
-            filterCondition.put("modelId", detectModelIds.stream().findFirst().get().toString());
-        }
-
-        RetrieveQuery retrieveQuery = RetrieveQuery.builder()
-                .queryTextsList(queryTextsSub)
-                .filterCondition(filterCondition)
-                .queryEmbeddings(null)
-                .build();
+        RetrieveQuery retrieveQuery = RetrieveQuery.builder().queryTextsList(queryTextsSub).build();
         // step2. retrieveQuery by detectSegment
-        List<RetrieveQueryResult> retrieveQueryResults = s2EmbeddingStore.retrieveQuery(
-                MetaEmbeddingListener.COLLECTION_NAME, retrieveQuery, embeddingNumber);
+        List<RetrieveQueryResult> retrieveQueryResults = metaEmbeddingService.retrieveQuery(
+                new ArrayList<>(detectViewIds), retrieveQuery, embeddingNumber);
 
         if (CollectionUtils.isEmpty(retrieveQueryResults)) {
             return;
         }
-        // step3. build EmbeddingResults. filter by modelId
+        // step3. build EmbeddingResults
         List<EmbeddingResult> collect = retrieveQueryResults.stream()
                 .map(retrieveQueryResult -> {
                     List<Retrieval> retrievals = retrieveQueryResult.getRetrieval();
                     if (CollectionUtils.isNotEmpty(retrievals)) {
                         retrievals.removeIf(retrieval -> retrieval.getDistance() > distance.doubleValue());
-                        if (CollectionUtils.isNotEmpty(detectModelIds)) {
-                            retrievals.removeIf(retrieval -> {
-                                String modelIdStr = retrieval.getMetadata().get("modelId").toString();
-                                if (StringUtils.isBlank(modelIdStr)) {
-                                    return true;
-                                }
-                                return detectModelIds.contains(Long.parseLong(modelIdStr));
-                            });
-                        }
                     }
                     return retrieveQueryResult;
                 })
@@ -116,6 +101,9 @@ public class EmbeddingMatchStrategy extends BaseMatchStrategy<EmbeddingResult> {
                             BeanUtils.copyProperties(retrieval, embeddingResult);
                             embeddingResult.setDetectWord(retrieveQueryResult.getQuery());
                             embeddingResult.setName(retrieval.getQuery());
+                            Map<String, String> convertedMap = retrieval.getMetadata().entrySet().stream()
+                                    .collect(Collectors.toMap(Map.Entry::getKey, entry -> entry.getValue().toString()));
+                            embeddingResult.setMetadata(convertedMap);
                             return embeddingResult;
                         }))
                 .collect(Collectors.toList());
@@ -129,9 +117,4 @@ public class EmbeddingMatchStrategy extends BaseMatchStrategy<EmbeddingResult> {
         selectResultInOneRound(results, oneRoundResults);
     }
 
-    @Override
-    public void detectByStep(QueryContext queryContext, Set<EmbeddingResult> existResults, Set<Long> detectModelIds,
-            Integer startIndex, Integer index, int offset) {
-        return;
-    }
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EntityMapper.java

@@ -1,14 +1,13 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
 
-import com.tencent.supersonic.chat.api.pojo.ModelSchema;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
-import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
-import com.tencent.supersonic.chat.service.SemanticService;
-import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
+import com.tencent.supersonic.chat.api.pojo.ViewSchema;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.BeanUtils;
 import org.springframework.util.CollectionUtils;
@@ -25,12 +24,12 @@ public class EntityMapper extends BaseMapper {
     @Override
     public void doMap(QueryContext queryContext) {
         SchemaMapInfo schemaMapInfo = queryContext.getMapInfo();
-        for (Long modelId : schemaMapInfo.getMatchedModels()) {
-            List<SchemaElementMatch> schemaElementMatchList = schemaMapInfo.getMatchedElements(modelId);
+        for (Long viewId : schemaMapInfo.getMatchedViewInfos()) {
+            List<SchemaElementMatch> schemaElementMatchList = schemaMapInfo.getMatchedElements(viewId);
             if (CollectionUtils.isEmpty(schemaElementMatchList)) {
                 continue;
             }
-            SchemaElement entity = getEntity(modelId);
+            SchemaElement entity = getEntity(viewId, queryContext);
             if (entity == null || entity.getId() == null) {
                 continue;
             }
@@ -66,9 +65,9 @@ public class EntityMapper extends BaseMapper {
         return false;
     }
 
-    private SchemaElement getEntity(Long modelId) {
-        SemanticService semanticService = ContextUtils.getBean(SemanticService.class);
-        ModelSchema modelSchema = semanticService.getModelSchema(modelId);
+    private SchemaElement getEntity(Long viewId, QueryContext queryContext) {
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
+        ViewSchema modelSchema = semanticSchema.getViewSchemaMap().get(viewId);
         if (modelSchema != null && modelSchema.getEntity() != null) {
             return modelSchema.getEntity();
         }

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

@@ -1,12 +1,11 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
-import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import com.tencent.supersonic.chat.config.OptimizationConfig;
+import com.tencent.supersonic.chat.core.config.OptimizationConfig;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.common.pojo.Constants;
-import com.tencent.supersonic.knowledge.dictionary.HanlpMapResult;
-import com.tencent.supersonic.knowledge.service.SearchService;
+import com.tencent.supersonic.headless.api.pojo.response.S2Term;
+import com.tencent.supersonic.headless.core.knowledge.HanlpMapResult;
+import com.tencent.supersonic.headless.server.service.KnowledgeService;
 import java.util.HashMap;
 import java.util.LinkedHashSet;
 import java.util.List;
@@ -35,18 +34,20 @@ public class HanlpDictMatchStrategy extends BaseMatchStrategy<HanlpMapResult> {
     @Autowired
     private OptimizationConfig optimizationConfig;
 
+    @Autowired
+    private KnowledgeService knowledgeService;
+
     @Override
-    public Map<MatchText, List<HanlpMapResult>> match(QueryContext queryContext, List<Term> terms,
-            Set<Long> detectModelIds) {
-        QueryReq queryReq = queryContext.getRequest();
-        String text = queryReq.getQueryText();
+    public Map<MatchText, List<HanlpMapResult>> match(QueryContext queryContext, List<S2Term> terms,
+            Set<Long> detectViewIds) {
+        String text = queryContext.getQueryText();
         if (Objects.isNull(terms) || StringUtils.isEmpty(text)) {
             return null;
         }
 
-        log.debug("retryCount:{},terms:{},,detectModelIds:{}", terms, detectModelIds);
+        log.debug("retryCount:{},terms:{},,detectModelIds:{}", terms, detectViewIds);
 
-        List<HanlpMapResult> detects = detect(queryContext, terms, detectModelIds);
+        List<HanlpMapResult> detects = detect(queryContext, terms, detectViewIds);
         Map<MatchText, List<HanlpMapResult>> result = new HashMap<>();
 
         result.put(MatchText.builder().regText(text).detectSegment(text).build(), detects);
@@ -59,22 +60,15 @@ public class HanlpDictMatchStrategy extends BaseMatchStrategy<HanlpMapResult> {
                 && existResult.getDetectWord().length() < oneRoundResult.getDetectWord().length();
     }
 
-    public void detectByStep(QueryContext queryContext, Set<HanlpMapResult> existResults, Set<Long> detectModelIds,
-            Integer startIndex, Integer index, int offset) {
-        QueryReq queryReq = queryContext.getRequest();
-        String text = queryReq.getQueryText();
-        Integer agentId = queryReq.getAgentId();
-        String detectSegment = text.substring(startIndex, index);
-
+    public void detectByStep(QueryContext queryContext, Set<HanlpMapResult> existResults, Set<Long> detectViewIds,
+            String detectSegment, int offset) {
         // step1. pre search
         Integer oneDetectionMaxSize = optimizationConfig.getOneDetectionMaxSize();
-        LinkedHashSet<HanlpMapResult> hanlpMapResults = SearchService.prefixSearch(detectSegment, oneDetectionMaxSize,
-                agentId,
-                detectModelIds).stream().collect(Collectors.toCollection(LinkedHashSet::new));
+        LinkedHashSet<HanlpMapResult> hanlpMapResults = knowledgeService.prefixSearch(detectSegment,
+                oneDetectionMaxSize, detectViewIds).stream().collect(Collectors.toCollection(LinkedHashSet::new));
         // step2. suffix search
-        LinkedHashSet<HanlpMapResult> suffixHanlpMapResults = SearchService.suffixSearch(detectSegment,
-                        oneDetectionMaxSize, agentId, detectModelIds).stream()
-                .collect(Collectors.toCollection(LinkedHashSet::new));
+        LinkedHashSet<HanlpMapResult> suffixHanlpMapResults = knowledgeService.suffixSearch(detectSegment,
+                oneDetectionMaxSize, detectViewIds).stream().collect(Collectors.toCollection(LinkedHashSet::new));
 
         hanlpMapResults.addAll(suffixHanlpMapResults);
 

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

@@ -1,24 +1,26 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
-import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
-import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
+import com.tencent.supersonic.headless.api.pojo.response.S2Term;
+import com.tencent.supersonic.headless.core.knowledge.DatabaseMapResult;
+import com.tencent.supersonic.headless.core.knowledge.HanlpMapResult;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.headless.server.service.KnowledgeService;
+import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
+import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
 import com.tencent.supersonic.common.util.ContextUtils;
-import com.tencent.supersonic.knowledge.dictionary.DatabaseMapResult;
-import com.tencent.supersonic.knowledge.dictionary.HanlpMapResult;
-import com.tencent.supersonic.knowledge.utils.HanlpHelper;
-import com.tencent.supersonic.knowledge.utils.NatureHelper;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.util.CollectionUtils;
+
 import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.Set;
 import java.util.stream.Collectors;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.util.CollectionUtils;
 
 /***
  * A mapper that recognizes schema elements with keyword.
@@ -29,13 +31,14 @@ public class KeywordMapper extends BaseMapper {
 
     @Override
     public void doMap(QueryContext queryContext) {
-        String queryText = queryContext.getRequest().getQueryText();
+        String queryText = queryContext.getQueryText();
         //1.hanlpDict Match
-        List<Term> terms = HanlpHelper.getTerms(queryText);
+        KnowledgeService knowledgeService = ContextUtils.getBean(KnowledgeService.class);
+        List<S2Term> terms = knowledgeService.getTerms(queryText);
         HanlpDictMatchStrategy hanlpMatchStrategy = ContextUtils.getBean(HanlpDictMatchStrategy.class);
 
         List<HanlpMapResult> hanlpMapResults = hanlpMatchStrategy.getMatches(queryContext, terms);
-        convertHanlpMapResultToMapInfo(hanlpMapResults, queryContext.getMapInfo(), terms);
+        convertHanlpMapResultToMapInfo(hanlpMapResults, queryContext, terms);
 
         //2.database Match
         DatabaseMatchStrategy databaseMatchStrategy = ContextUtils.getBean(DatabaseMatchStrategy.class);
@@ -44,8 +47,8 @@ public class KeywordMapper extends BaseMapper {
         convertDatabaseMapResultToMapInfo(queryContext, databaseResults);
     }
 
-    private void convertHanlpMapResultToMapInfo(List<HanlpMapResult> mapResults, SchemaMapInfo schemaMap,
-            List<Term> terms) {
+    private void convertHanlpMapResultToMapInfo(List<HanlpMapResult> mapResults, QueryContext queryContext,
+            List<S2Term> terms) {
         if (CollectionUtils.isEmpty(mapResults)) {
             return;
         }
@@ -56,8 +59,8 @@ public class KeywordMapper extends BaseMapper {
 
         for (HanlpMapResult hanlpMapResult : mapResults) {
             for (String nature : hanlpMapResult.getNatures()) {
-                Long modelId = NatureHelper.getModelId(nature);
-                if (Objects.isNull(modelId)) {
+                Long viewId = NatureHelper.getViewId(nature);
+                if (Objects.isNull(viewId)) {
                     continue;
                 }
                 SchemaElementType elementType = NatureHelper.convertToElementType(nature);
@@ -65,7 +68,8 @@ public class KeywordMapper extends BaseMapper {
                     continue;
                 }
                 Long elementID = NatureHelper.getElementID(nature);
-                SchemaElement element = getSchemaElement(modelId, elementType, elementID);
+                SchemaElement element = getSchemaElement(viewId, elementType,
+                        elementID, queryContext.getSemanticSchema());
                 if (element == null) {
                     continue;
                 }
@@ -81,7 +85,7 @@ public class KeywordMapper extends BaseMapper {
                         .detectWord(hanlpMapResult.getDetectWord())
                         .build();
 
-                addToSchemaMap(schemaMap, modelId, schemaElementMatch);
+                addToSchemaMap(queryContext.getMapInfo(), viewId, schemaElementMatch);
             }
         }
     }
@@ -102,12 +106,12 @@ public class KeywordMapper extends BaseMapper {
                     .similarity(mapperHelper.getSimilarity(match.getDetectWord(), schemaElement.getName()))
                     .build();
             log.info("add to schema, elementMatch {}", schemaElementMatch);
-            addToSchemaMap(queryContext.getMapInfo(), schemaElement.getModel(), schemaElementMatch);
+            addToSchemaMap(queryContext.getMapInfo(), schemaElement.getView(), schemaElementMatch);
         }
     }
 
     private Set<Long> getRegElementSet(SchemaMapInfo schemaMap, SchemaElement schemaElement) {
-        List<SchemaElementMatch> elements = schemaMap.getMatchedElements(schemaElement.getModel());
+        List<SchemaElementMatch> elements = schemaMap.getMatchedElements(schemaElement.getView());
         if (CollectionUtils.isEmpty(elements)) {
             return new HashSet<>();
         }

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

@@ -1,12 +1,15 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
 import com.hankcs.hanlp.algorithm.EditDistance;
-import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import com.tencent.supersonic.chat.config.OptimizationConfig;
-import com.tencent.supersonic.chat.service.AgentService;
-import com.tencent.supersonic.common.util.ContextUtils;
-import com.tencent.supersonic.knowledge.utils.NatureHelper;
+import com.tencent.supersonic.chat.core.agent.Agent;
+import com.tencent.supersonic.chat.core.config.OptimizationConfig;
+import com.tencent.supersonic.headless.api.pojo.response.S2Term;
+import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
+import lombok.Data;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+
 import java.util.Comparator;
 import java.util.HashSet;
 import java.util.List;
@@ -14,10 +17,6 @@ import java.util.Map;
 import java.util.Objects;
 import java.util.Set;
 import java.util.stream.Collectors;
-import lombok.Data;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.stereotype.Service;
 
 @Data
 @Service
@@ -37,8 +36,8 @@ public class MapperHelper {
         return index;
     }
 
-    public Integer getStepOffset(List<Term> termList, Integer index) {
-        List<Integer> offsetList = termList.stream().sorted(Comparator.comparing(Term::getOffset))
+    public Integer getStepOffset(List<S2Term> termList, Integer index) {
+        List<Integer> offsetList = termList.stream().sorted(Comparator.comparing(S2Term::getOffset))
                 .map(term -> term.getOffset()).collect(Collectors.toList());
 
         for (int j = 0; j < termList.size() - 1; j++) {
@@ -63,7 +62,7 @@ public class MapperHelper {
      */
     public boolean existDimensionValues(List<String> natures) {
         for (String nature : natures) {
-            if (NatureHelper.isDimensionValueModelId(nature)) {
+            if (NatureHelper.isDimensionValueViewId(nature)) {
                 return true;
             }
         }
@@ -83,34 +82,33 @@ public class MapperHelper {
                 detectSegment.length());
     }
 
-    public Set<Long> getModelIds(QueryReq request) {
+    public Set<Long> getViewIds(Long viewId, Agent agent) {
 
-        Long modelId = request.getModelId();
-
-        AgentService agentService = ContextUtils.getBean(AgentService.class);
-
-        Set<Long> detectModelIds = agentService.getModelIds(request.getAgentId(), null);
+        Set<Long> detectViewIds = new HashSet<>();
+        if (Objects.nonNull(agent)) {
+            detectViewIds = agent.getViewIds(null);
+        }
         //contains all
-        if (agentService.containsAllModel(detectModelIds)) {
-            if (Objects.nonNull(modelId) && modelId > 0) {
+        if (Agent.containsAllModel(detectViewIds)) {
+            if (Objects.nonNull(viewId) && viewId > 0) {
                 Set<Long> result = new HashSet<>();
-                result.add(modelId);
+                result.add(viewId);
                 return result;
             }
             return new HashSet<>();
         }
 
-        if (Objects.nonNull(detectModelIds)) {
-            detectModelIds = detectModelIds.stream().filter(entry -> entry > 0).collect(Collectors.toSet());
+        if (Objects.nonNull(detectViewIds)) {
+            detectViewIds = detectViewIds.stream().filter(entry -> entry > 0).collect(Collectors.toSet());
         }
 
-        if (Objects.nonNull(modelId) && modelId > 0 && Objects.nonNull(detectModelIds)) {
-            if (detectModelIds.contains(modelId)) {
+        if (Objects.nonNull(viewId) && viewId > 0 && Objects.nonNull(detectViewIds)) {
+            if (detectViewIds.contains(viewId)) {
                 Set<Long> result = new HashSet<>();
-                result.add(modelId);
+                result.add(viewId);
                 return result;
             }
         }
-        return detectModelIds;
+        return detectViewIds;
     }
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/MatchStrategy.java

@@ -1,7 +1,8 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
+
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.headless.api.pojo.response.S2Term;
 
-import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
@@ -12,6 +13,6 @@ import java.util.Set;
  */
 public interface MatchStrategy<T> {
 
-    Map<MatchText, List<T>> match(QueryContext queryContext, List<Term> terms, Set<Long> detectModelId);
+    Map<MatchText, List<T>> match(QueryContext queryContext, List<S2Term> terms, Set<Long> detectViewIds);
 
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/MatchText.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
 import java.util.Objects;
 import lombok.Builder;

chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/ModelWithSemanticType.java

@@ -1,6 +1,6 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
-import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import java.io.Serializable;
 import lombok.Data;
 import lombok.ToString;
@@ -10,10 +10,10 @@ import lombok.ToString;
 public class ModelWithSemanticType implements Serializable {
 
     private Long model;
-    private SchemaElementType semanticType;
+    private SchemaElementType schemaElementType;
 
-    public ModelWithSemanticType(Long model, SchemaElementType semanticType) {
+    public ModelWithSemanticType(Long model, SchemaElementType schemaElementType) {
         this.model = model;
-        this.semanticType = semanticType;
+        this.schemaElementType = schemaElementType;
     }
 }

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

@@ -1,46 +1,45 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
 import com.google.common.collect.Lists;
-import com.tencent.supersonic.chat.api.component.SchemaMapper;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
-import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
+import com.tencent.supersonic.chat.api.pojo.SchemaMapInfo;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
+import com.tencent.supersonic.headless.core.knowledge.builder.BaseWordBuilder;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.common.pojo.Constants;
-import com.tencent.supersonic.knowledge.dictionary.builder.BaseWordBuilder;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.util.CollectionUtils;
+
 import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
 
 @Slf4j
 public class QueryFilterMapper implements SchemaMapper {
+
     private double similarity = 1.0;
 
     @Override
     public void map(QueryContext queryContext) {
-        QueryReq queryReq = queryContext.getRequest();
-        Long modelId = queryReq.getModelId();
-        if (modelId == null || modelId <= 0) {
+        Long viewId = queryContext.getViewId();
+        if (viewId == null || viewId <= 0) {
             return;
         }
         SchemaMapInfo schemaMapInfo = queryContext.getMapInfo();
-        clearOtherSchemaElementMatch(modelId, schemaMapInfo);
-        List<SchemaElementMatch> schemaElementMatches = schemaMapInfo.getMatchedElements(modelId);
+        clearOtherSchemaElementMatch(viewId, schemaMapInfo);
+        List<SchemaElementMatch> schemaElementMatches = schemaMapInfo.getMatchedElements(viewId);
         if (schemaElementMatches == null) {
             schemaElementMatches = Lists.newArrayList();
-            schemaMapInfo.setMatchedElements(modelId, schemaElementMatches);
+            schemaMapInfo.setMatchedElements(viewId, schemaElementMatches);
         }
-        addValueSchemaElementMatch(queryContext, schemaElementMatches, queryReq.getQueryFilters());
+        addValueSchemaElementMatch(queryContext, schemaElementMatches);
     }
 
     private void clearOtherSchemaElementMatch(Long modelId, SchemaMapInfo schemaMapInfo) {
-        for (Map.Entry<Long, List<SchemaElementMatch>> entry : schemaMapInfo.getModelElementMatches().entrySet()) {
+        for (Map.Entry<Long, List<SchemaElementMatch>> entry : schemaMapInfo.getViewElementMatches().entrySet()) {
             if (!entry.getKey().equals(modelId)) {
                 entry.getValue().clear();
             }
@@ -48,12 +47,12 @@ public class QueryFilterMapper implements SchemaMapper {
     }
 
     private List<SchemaElementMatch> addValueSchemaElementMatch(QueryContext queryContext,
-                                                                List<SchemaElementMatch> candidateElementMatches,
-                                                           QueryFilters queryFilter) {
-        if (queryFilter == null || CollectionUtils.isEmpty(queryFilter.getFilters())) {
+            List<SchemaElementMatch> candidateElementMatches) {
+        QueryFilters queryFilters = queryContext.getQueryFilters();
+        if (queryFilters == null || CollectionUtils.isEmpty(queryFilters.getFilters())) {
             return candidateElementMatches;
         }
-        for (QueryFilter filter : queryFilter.getFilters()) {
+        for (QueryFilter filter : queryFilters.getFilters()) {
             if (checkExistSameValueSchemaElementMatch(filter, candidateElementMatches)) {
                 continue;
             }
@@ -62,7 +61,7 @@ public class QueryFilterMapper implements SchemaMapper {
                     .name(String.valueOf(filter.getValue()))
                     .type(SchemaElementType.VALUE)
                     .bizName(filter.getBizName())
-                    .model(queryContext.getRequest().getModelId())
+                    .view(queryContext.getViewId())
                     .build();
             SchemaElementMatch schemaElementMatch = SchemaElementMatch.builder()
                     .element(element)

chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/SchemaMapper.java

@@ -1,6 +1,6 @@
-package com.tencent.supersonic.chat.api.component;
+package com.tencent.supersonic.chat.core.mapper;
 
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 
 /**
  * A schema mapper identifies references to schema elements(metrics/dimensions/entities/values)

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

@@ -1,12 +1,12 @@
-package com.tencent.supersonic.chat.mapper;
+package com.tencent.supersonic.chat.core.mapper;
 
 import com.google.common.collect.Lists;
-import com.hankcs.hanlp.seg.common.Term;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
+import com.tencent.supersonic.headless.api.pojo.response.S2Term;
+import com.tencent.supersonic.headless.core.knowledge.HanlpMapResult;
+import com.tencent.supersonic.headless.core.knowledge.SearchService;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.common.pojo.enums.DictWordType;
-import com.tencent.supersonic.knowledge.dictionary.HanlpMapResult;
-import com.tencent.supersonic.knowledge.service.SearchService;
+import com.tencent.supersonic.headless.server.service.KnowledgeService;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
@@ -15,6 +15,7 @@ import java.util.concurrent.ConcurrentHashMap;
 import java.util.stream.Collectors;
 import org.apache.commons.collections.CollectionUtils;
 import org.apache.commons.lang3.StringUtils;
+import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
 
 /**
@@ -26,11 +27,13 @@ public class SearchMatchStrategy extends BaseMatchStrategy<HanlpMapResult> {
 
     private static final int SEARCH_SIZE = 3;
 
+    @Autowired
+    private KnowledgeService knowledgeService;
+
     @Override
-    public Map<MatchText, List<HanlpMapResult>> match(QueryContext queryContext, List<Term> originals,
-            Set<Long> detectModelIds) {
-        QueryReq queryReq = queryContext.getRequest();
-        String text = queryReq.getQueryText();
+    public Map<MatchText, List<HanlpMapResult>> match(QueryContext queryContext, List<S2Term> originals,
+            Set<Long> detectViewIds) {
+        String text = queryContext.getQueryText();
         Map<Integer, Integer> regOffsetToLength = getRegOffsetToLength(originals);
 
         List<Integer> detectIndexList = Lists.newArrayList();
@@ -53,10 +56,10 @@ public class SearchMatchStrategy extends BaseMatchStrategy<HanlpMapResult> {
                     String detectSegment = text.substring(detectIndex);
 
                     if (StringUtils.isNotEmpty(detectSegment)) {
-                        List<HanlpMapResult> hanlpMapResults = SearchService.prefixSearch(detectSegment,
-                                SearchService.SEARCH_SIZE, queryReq.getAgentId(), detectModelIds);
-                        List<HanlpMapResult> suffixHanlpMapResults = SearchService.suffixSearch(
-                                detectSegment, SEARCH_SIZE, queryReq.getAgentId(), detectModelIds);
+                        List<HanlpMapResult> hanlpMapResults = knowledgeService.prefixSearch(detectSegment,
+                                SearchService.SEARCH_SIZE, detectViewIds);
+                        List<HanlpMapResult> suffixHanlpMapResults = knowledgeService.suffixSearch(
+                                detectSegment, SEARCH_SIZE, detectViewIds);
                         hanlpMapResults.addAll(suffixHanlpMapResults);
                         // remove entity name where search
                         hanlpMapResults = hanlpMapResults.stream().filter(entry -> {
@@ -90,9 +93,9 @@ public class SearchMatchStrategy extends BaseMatchStrategy<HanlpMapResult> {
     }
 
     @Override
-    public void detectByStep(QueryContext queryContext, Set<HanlpMapResult> results, Set<Long> detectModelIds,
-            Integer startIndex,
-            Integer i, int offset) {
+    public void detectByStep(QueryContext queryContext, Set<HanlpMapResult> existResults, Set<Long> detectViewIds,
+            String detectSegment, int offset) {
 
     }
+
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/JavaLLMProxy.java

@@ -1,22 +1,24 @@
-package com.tencent.supersonic.chat.parser;
+package com.tencent.supersonic.chat.core.parser;
 
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.parser.plugin.function.FunctionPromptGenerator;
-import com.tencent.supersonic.chat.parser.plugin.function.FunctionReq;
-import com.tencent.supersonic.chat.parser.plugin.function.FunctionResp;
-import com.tencent.supersonic.chat.parser.sql.llm.OutputFormat;
-import com.tencent.supersonic.chat.parser.sql.llm.SqlGeneration;
-import com.tencent.supersonic.chat.parser.sql.llm.SqlGenerationFactory;
-import com.tencent.supersonic.chat.query.llm.s2sql.LLMReq;
-import com.tencent.supersonic.chat.query.llm.s2sql.LLMReq.SqlGenerationMode;
-import com.tencent.supersonic.chat.query.llm.s2sql.LLMResp;
+import com.tencent.supersonic.chat.core.parser.plugin.function.FunctionPromptGenerator;
+import com.tencent.supersonic.chat.core.parser.plugin.function.FunctionReq;
+import com.tencent.supersonic.chat.core.parser.plugin.function.FunctionResp;
+import com.tencent.supersonic.chat.core.parser.sql.llm.OutputFormat;
+import com.tencent.supersonic.chat.core.parser.sql.llm.SqlGeneration;
+import com.tencent.supersonic.chat.core.parser.sql.llm.SqlGenerationFactory;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMReq;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMReq.SqlGenerationMode;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMResp;
 import com.tencent.supersonic.common.util.ContextUtils;
 import dev.langchain4j.model.chat.ChatLanguageModel;
-import java.util.Map;
-import java.util.Objects;
 import lombok.extern.slf4j.Slf4j;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 import org.springframework.stereotype.Component;
 
+import java.util.Objects;
+
 /**
  * LLMProxy based on langchain4j Java version.
  */
@@ -24,6 +26,8 @@ import org.springframework.stereotype.Component;
 @Component
 public class JavaLLMProxy implements LLMProxy {
 
+    private static final Logger keyPipelineLog = LoggerFactory.getLogger("keyPipeline");
+
     @Override
     public boolean isSkip(QueryContext queryContext) {
         ChatLanguageModel chatLanguageModel = ContextUtils.getBean(ChatLanguageModel.class);
@@ -34,17 +38,14 @@ public class JavaLLMProxy implements LLMProxy {
         return false;
     }
 
-    public LLMResp query2sql(LLMReq llmReq, String modelClusterKey) {
+    public LLMResp query2sql(LLMReq llmReq, Long viewId) {
 
         SqlGeneration sqlGeneration = SqlGenerationFactory.get(
                 SqlGenerationMode.getMode(llmReq.getSqlGenerationMode()));
-        String modelName = llmReq.getSchema().getModelName();
-        Map<String, Double> sqlWeight = sqlGeneration.generation(llmReq, modelClusterKey);
-
-        LLMResp result = new LLMResp();
+        String modelName = llmReq.getSchema().getViewName();
+        LLMResp result = sqlGeneration.generation(llmReq, viewId);
         result.setQuery(llmReq.getQueryText());
         result.setModelName(modelName);
-        result.setSqlWeight(sqlWeight);
         return result;
     }
 
@@ -53,14 +54,13 @@ public class JavaLLMProxy implements LLMProxy {
 
         FunctionPromptGenerator promptGenerator = ContextUtils.getBean(FunctionPromptGenerator.class);
 
+        ChatLanguageModel chatLanguageModel = ContextUtils.getBean(ChatLanguageModel.class);
         String functionCallPrompt = promptGenerator.generateFunctionCallPrompt(functionReq.getQueryText(),
                 functionReq.getPluginConfigs());
-
-        ChatLanguageModel chatLanguageModel = ContextUtils.getBean(ChatLanguageModel.class);
-
-        String functionSelect = chatLanguageModel.generate(functionCallPrompt);
-
-        return OutputFormat.functionCallParse(functionSelect);
+        keyPipelineLog.info("functionCallPrompt:{}", functionCallPrompt);
+        String response = chatLanguageModel.generate(functionCallPrompt);
+        keyPipelineLog.info("functionCall response:{}", response);
+        return OutputFormat.functionCallParse(response);
     }
 
 }

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/LLMProxy.java

@@ -0,0 +1,22 @@
+package com.tencent.supersonic.chat.core.parser;
+
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.parser.plugin.function.FunctionReq;
+import com.tencent.supersonic.chat.core.parser.plugin.function.FunctionResp;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMReq;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMResp;
+
+/**
+ * LLMProxy encapsulates functions performed by LLMs so that multiple
+ * orchestration frameworks (e.g. LangChain in python, LangChain4j in java)
+ * could be used.
+ */
+public interface LLMProxy {
+
+    boolean isSkip(QueryContext queryContext);
+
+    LLMResp query2sql(LLMReq llmReq, Long viewId);
+
+    FunctionResp requestFunction(FunctionReq functionReq);
+
+}

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/PythonLLMProxy.java

@@ -1,19 +1,21 @@
-package com.tencent.supersonic.chat.parser;
+package com.tencent.supersonic.chat.core.parser;
 
 import com.alibaba.fastjson.JSON;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.config.LLMParserConfig;
-import com.tencent.supersonic.chat.parser.plugin.function.FunctionCallConfig;
-import com.tencent.supersonic.chat.parser.plugin.function.FunctionReq;
-import com.tencent.supersonic.chat.parser.plugin.function.FunctionResp;
-import com.tencent.supersonic.chat.query.llm.s2sql.LLMReq;
-import com.tencent.supersonic.chat.query.llm.s2sql.LLMResp;
+import com.tencent.supersonic.chat.core.config.LLMParserConfig;
+import com.tencent.supersonic.chat.core.parser.plugin.function.FunctionCallConfig;
+import com.tencent.supersonic.chat.core.parser.plugin.function.FunctionReq;
+import com.tencent.supersonic.chat.core.parser.plugin.function.FunctionResp;
+import com.tencent.supersonic.chat.core.parser.sql.llm.OutputFormat;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMReq;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMResp;
 import com.tencent.supersonic.common.util.ContextUtils;
 import com.tencent.supersonic.common.util.JsonUtil;
-import java.net.URI;
-import java.net.URL;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.collections4.MapUtils;
 import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 import org.springframework.http.HttpEntity;
 import org.springframework.http.HttpHeaders;
 import org.springframework.http.HttpMethod;
@@ -23,6 +25,10 @@ import org.springframework.stereotype.Component;
 import org.springframework.web.client.RestTemplate;
 import org.springframework.web.util.UriComponentsBuilder;
 
+import java.net.URI;
+import java.net.URL;
+import java.util.ArrayList;
+
 /**
  * PythonLLMProxy sends requests to LangChain-based python service.
  */
@@ -30,6 +36,8 @@ import org.springframework.web.util.UriComponentsBuilder;
 @Component
 public class PythonLLMProxy implements LLMProxy {
 
+    private static final Logger keyPipelineLog = LoggerFactory.getLogger("keyPipeline");
+
     @Override
     public boolean isSkip(QueryContext queryContext) {
         LLMParserConfig llmParserConfig = ContextUtils.getBean(LLMParserConfig.class);
@@ -40,10 +48,10 @@ public class PythonLLMProxy implements LLMProxy {
         return false;
     }
 
-    public LLMResp query2sql(LLMReq llmReq, String modelClusterKey) {
-
+    public LLMResp query2sql(LLMReq llmReq, Long viewId) {
         long startTime = System.currentTimeMillis();
-        log.info("requestLLM request, modelId:{},llmReq:{}", modelClusterKey, llmReq);
+        log.info("requestLLM request, viewId:{},llmReq:{}", viewId, llmReq);
+        keyPipelineLog.info("viewId:{},llmReq:{}", viewId, llmReq);
         try {
             LLMParserConfig llmParserConfig = ContextUtils.getBean(LLMParserConfig.class);
 
@@ -55,9 +63,15 @@ public class PythonLLMProxy implements LLMProxy {
             ResponseEntity<LLMResp> responseEntity = restTemplate.exchange(url.toString(), HttpMethod.POST, entity,
                     LLMResp.class);
 
+            LLMResp llmResp = responseEntity.getBody();
             log.info("requestLLM response,cost:{}, questUrl:{} \n entity:{} \n body:{}",
-                    System.currentTimeMillis() - startTime, url, entity, responseEntity.getBody());
-            return responseEntity.getBody();
+                    System.currentTimeMillis() - startTime, url, entity, llmResp);
+            keyPipelineLog.info("LLMResp:{}", llmResp);
+
+            if (MapUtils.isEmpty(llmResp.getSqlRespMap())) {
+                llmResp.setSqlRespMap(OutputFormat.buildSqlRespMap(new ArrayList<>(), llmResp.getSqlWeight()));
+            }
+            return llmResp;
         } catch (Exception e) {
             log.error("requestLLM error", e);
         }
@@ -75,10 +89,12 @@ public class PythonLLMProxy implements LLMProxy {
         RestTemplate restTemplate = ContextUtils.getBean(RestTemplate.class);
         try {
             log.info("requestFunction functionReq:{}", JsonUtil.toString(functionReq));
+            keyPipelineLog.info("requestFunction functionReq:{}", JsonUtil.toString(functionReq));
             ResponseEntity<FunctionResp> responseEntity = restTemplate.exchange(requestUrl, HttpMethod.POST, entity,
                     FunctionResp.class);
             log.info("requestFunction responseEntity:{},cost:{}", responseEntity,
                     System.currentTimeMillis() - startTime);
+            keyPipelineLog.info("response:{}", responseEntity.getBody());
             return responseEntity.getBody();
         } catch (Exception e) {
             log.error("requestFunction error", e);

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/QueryTypeParser.java

@@ -1,21 +1,18 @@
-package com.tencent.supersonic.chat.parser;
+package com.tencent.supersonic.chat.core.parser;
 
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
-import com.tencent.supersonic.chat.api.component.SemanticParser;
-import com.tencent.supersonic.chat.api.component.SemanticQuery;
-import com.tencent.supersonic.chat.api.pojo.ChatContext;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+import com.tencent.supersonic.headless.api.pojo.SchemaElement;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
 import com.tencent.supersonic.chat.api.pojo.response.SqlInfo;
-import com.tencent.supersonic.chat.query.llm.s2sql.LLMSqlQuery;
-import com.tencent.supersonic.chat.query.rule.RuleSemanticQuery;
-import com.tencent.supersonic.chat.service.SemanticService;
+import com.tencent.supersonic.chat.core.pojo.ChatContext;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.query.SemanticQuery;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMSqlQuery;
+import com.tencent.supersonic.chat.core.query.rule.RuleSemanticQuery;
 import com.tencent.supersonic.common.pojo.enums.QueryType;
-import com.tencent.supersonic.common.util.ContextUtils;
-import com.tencent.supersonic.common.util.jsqlparser.SqlParserSelectHelper;
-import com.tencent.supersonic.knowledge.service.SchemaService;
+import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
+import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.collections4.CollectionUtils;
 import org.apache.commons.lang3.StringUtils;
@@ -35,42 +32,48 @@ public class QueryTypeParser implements SemanticParser {
     public void parse(QueryContext queryContext, ChatContext chatContext) {
 
         List<SemanticQuery> candidateQueries = queryContext.getCandidateQueries();
-        User user = queryContext.getRequest().getUser();
+        User user = queryContext.getUser();
 
         for (SemanticQuery semanticQuery : candidateQueries) {
             // 1.init S2SQL
-            semanticQuery.initS2Sql(user);
+            semanticQuery.initS2Sql(queryContext.getSemanticSchema(), user);
             // 2.set queryType
-            QueryType queryType = getQueryType(semanticQuery);
+            QueryType queryType = getQueryType(queryContext, semanticQuery);
             semanticQuery.getParseInfo().setQueryType(queryType);
         }
     }
 
-    private QueryType getQueryType(SemanticQuery semanticQuery) {
+    private QueryType getQueryType(QueryContext queryContext, SemanticQuery semanticQuery) {
         SemanticParseInfo parseInfo = semanticQuery.getParseInfo();
         SqlInfo sqlInfo = parseInfo.getSqlInfo();
         if (Objects.isNull(sqlInfo) || StringUtils.isBlank(sqlInfo.getS2SQL())) {
             return QueryType.ID;
         }
         //1. entity queryType
-        Set<Long> modelIds = parseInfo.getModel().getModelIds();
+        Long viewId = parseInfo.getViewId();
+        SemanticSchema semanticSchema = queryContext.getSemanticSchema();
         if (semanticQuery instanceof RuleSemanticQuery || semanticQuery instanceof LLMSqlQuery) {
             //If all the fields in the SELECT statement are of tag type.
-            List<String> selectFields = SqlParserSelectHelper.getSelectFields(sqlInfo.getS2SQL());
-            SemanticService semanticService = ContextUtils.getBean(SemanticService.class);
-            SemanticSchema semanticSchema = semanticService.getSemanticSchema();
-            if (CollectionUtils.isNotEmpty(selectFields)) {
-                Set<String> tags = semanticSchema.getTags(modelIds).stream().map(SchemaElement::getName)
+            List<String> whereFields = SqlSelectHelper.getWhereFields(sqlInfo.getS2SQL())
+                    .stream().filter(field -> !TimeDimensionEnum.containsTimeDimension(field))
+                    .collect(Collectors.toList());
+
+            if (CollectionUtils.isNotEmpty(whereFields)) {
+                Set<String> ids = semanticSchema.getEntities(viewId).stream().map(SchemaElement::getName)
                         .collect(Collectors.toSet());
-                if (CollectionUtils.isNotEmpty(tags) && tags.containsAll(selectFields)) {
+                if (CollectionUtils.isNotEmpty(ids) && ids.stream().anyMatch(whereFields::contains)) {
+                    return QueryType.ID;
+                }
+                Set<String> tags = semanticSchema.getTags(viewId).stream().map(SchemaElement::getName)
+                        .collect(Collectors.toSet());
+                if (CollectionUtils.isNotEmpty(tags) && tags.containsAll(whereFields)) {
                     return QueryType.TAG;
                 }
             }
         }
         //2. metric queryType
-        List<String> selectFields = SqlParserSelectHelper.getSelectFields(sqlInfo.getS2SQL());
-        SemanticSchema semanticSchema = ContextUtils.getBean(SchemaService.class).getSemanticSchema();
-        List<SchemaElement> metrics = semanticSchema.getMetrics(modelIds);
+        List<String> selectFields = SqlSelectHelper.getSelectFields(sqlInfo.getS2SQL());
+        List<SchemaElement> metrics = semanticSchema.getMetrics(viewId);
         if (CollectionUtils.isNotEmpty(metrics)) {
             Set<String> metricNameSet = metrics.stream().map(SchemaElement::getName).collect(Collectors.toSet());
             boolean containMetric = selectFields.stream().anyMatch(metricNameSet::contains);

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/SatisfactionChecker.java

@@ -1,11 +1,11 @@
-package com.tencent.supersonic.chat.parser;
+package com.tencent.supersonic.chat.core.parser;
 
 
-import com.tencent.supersonic.chat.api.component.SemanticQuery;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.query.SemanticQuery;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
-import com.tencent.supersonic.chat.config.OptimizationConfig;
-import com.tencent.supersonic.chat.query.llm.s2sql.LLMSqlQuery;
+import com.tencent.supersonic.chat.core.config.OptimizationConfig;
+import com.tencent.supersonic.chat.core.query.llm.s2sql.LLMSqlQuery;
 import com.tencent.supersonic.common.util.ContextUtils;
 import lombok.extern.slf4j.Slf4j;
 
@@ -23,7 +23,7 @@ public class SatisfactionChecker {
             if (query.getQueryMode().equals(LLMSqlQuery.QUERY_MODE)) {
                 continue;
             }
-            if (checkThreshold(queryContext.getRequest().getQueryText(), query.getParseInfo())) {
+            if (checkThreshold(queryContext.getQueryText(), query.getParseInfo())) {
                 return true;
             }
         }

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/SemanticParser.java

@@ -1,8 +1,8 @@
-package com.tencent.supersonic.chat.api.component;
+package com.tencent.supersonic.chat.core.parser;
 
 
-import com.tencent.supersonic.chat.api.pojo.ChatContext;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.pojo.ChatContext;
 
 /**
  * A semantic parser understands user queries and extracts semantic information.

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/plugin/ParseMode.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.parser.plugin;
+package com.tencent.supersonic.chat.core.parser.plugin;
 
 public enum ParseMode {
 

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/plugin/PluginParser.java

@@ -1,27 +1,25 @@
-package com.tencent.supersonic.chat.parser.plugin;
+package com.tencent.supersonic.chat.core.parser.plugin;
 
 import com.google.common.collect.Lists;
 import com.google.common.collect.Sets;
-import com.tencent.supersonic.chat.api.component.SemanticParser;
-import com.tencent.supersonic.chat.api.component.SemanticQuery;
-import com.tencent.supersonic.chat.api.pojo.ChatContext;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
 import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
-import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
+import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
-import com.tencent.supersonic.chat.api.pojo.request.QueryReq;
-import com.tencent.supersonic.chat.plugin.Plugin;
-import com.tencent.supersonic.chat.plugin.PluginManager;
-import com.tencent.supersonic.chat.plugin.PluginParseResult;
-import com.tencent.supersonic.chat.plugin.PluginRecallResult;
-import com.tencent.supersonic.chat.query.QueryManager;
-import com.tencent.supersonic.chat.query.plugin.PluginSemanticQuery;
+import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
+import com.tencent.supersonic.chat.core.parser.SemanticParser;
+import com.tencent.supersonic.chat.core.plugin.Plugin;
+import com.tencent.supersonic.chat.core.plugin.PluginManager;
+import com.tencent.supersonic.chat.core.plugin.PluginParseResult;
+import com.tencent.supersonic.chat.core.plugin.PluginRecallResult;
+import com.tencent.supersonic.chat.core.pojo.ChatContext;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.query.QueryManager;
+import com.tencent.supersonic.chat.core.query.SemanticQuery;
+import com.tencent.supersonic.chat.core.query.plugin.PluginSemanticQuery;
 import com.tencent.supersonic.common.pojo.Constants;
-import com.tencent.supersonic.common.pojo.ModelCluster;
 import com.tencent.supersonic.common.pojo.enums.FilterOperatorEnum;
 import org.springframework.util.CollectionUtils;
-
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -36,7 +34,7 @@ public abstract class PluginParser implements SemanticParser {
     @Override
     public void parse(QueryContext queryContext, ChatContext chatContext) {
         for (SemanticQuery semanticQuery : queryContext.getCandidateQueries()) {
-            if (queryContext.getRequest().getQueryText().length() <= semanticQuery.getParseInfo().getScore()
+            if (queryContext.getQueryText().length() <= semanticQuery.getParseInfo().getScore()
                     && (QueryManager.getPluginQueryModes().contains(semanticQuery.getQueryMode()))) {
                 return;
             }
@@ -57,16 +55,14 @@ public abstract class PluginParser implements SemanticParser {
 
     public void buildQuery(QueryContext queryContext, PluginRecallResult pluginRecallResult) {
         Plugin plugin = pluginRecallResult.getPlugin();
-        Set<Long> modelIds = pluginRecallResult.getModelIds();
+        Set<Long> viewIds = pluginRecallResult.getViewIds();
         if (plugin.isContainsAllModel()) {
-            modelIds = Sets.newHashSet(-1L);
+            viewIds = Sets.newHashSet(-1L);
         }
-        for (Long modelId : modelIds) {
+        for (Long viewId : viewIds) {
             PluginSemanticQuery pluginQuery = QueryManager.createPluginQuery(plugin.getType());
-            SemanticParseInfo semanticParseInfo = buildSemanticParseInfo(modelId, plugin,
-                    queryContext.getRequest(),
-                    queryContext.getModelClusterMapInfo().getMatchedElements(modelId),
-                    pluginRecallResult.getDistance());
+            SemanticParseInfo semanticParseInfo = buildSemanticParseInfo(viewId, plugin,
+                    queryContext, pluginRecallResult.getDistance());
             semanticParseInfo.setQueryMode(pluginQuery.getQueryMode());
             semanticParseInfo.setScore(pluginRecallResult.getScore());
             pluginQuery.setParseInfo(semanticParseInfo);
@@ -75,25 +71,28 @@ public abstract class PluginParser implements SemanticParser {
     }
 
     protected List<Plugin> getPluginList(QueryContext queryContext) {
-        return PluginManager.getPluginAgentCanSupport(queryContext.getRequest().getAgentId());
+        return PluginManager.getPluginAgentCanSupport(queryContext);
     }
 
-    protected SemanticParseInfo buildSemanticParseInfo(Long modelId, Plugin plugin, QueryReq queryReq,
-                                                       List<SchemaElementMatch> schemaElementMatches, double distance) {
-        if (modelId == null && !CollectionUtils.isEmpty(plugin.getModelList())) {
-            modelId = plugin.getModelList().get(0);
+    protected SemanticParseInfo buildSemanticParseInfo(Long viewId, Plugin plugin,
+                                                       QueryContext queryContext, double distance) {
+        List<SchemaElementMatch> schemaElementMatches = queryContext.getMapInfo().getMatchedElements(viewId);
+        QueryFilters queryFilters = queryContext.getQueryFilters();
+        if (viewId == null && !CollectionUtils.isEmpty(plugin.getViewList())) {
+            viewId = plugin.getViewList().get(0);
         }
         if (schemaElementMatches == null) {
             schemaElementMatches = Lists.newArrayList();
         }
         SemanticParseInfo semanticParseInfo = new SemanticParseInfo();
         semanticParseInfo.setElementMatches(schemaElementMatches);
-        semanticParseInfo.setModel(ModelCluster.build(Sets.newHashSet(modelId)));
+        semanticParseInfo.setView(queryContext.getSemanticSchema().getView(viewId));
         Map<String, Object> properties = new HashMap<>();
         PluginParseResult pluginParseResult = new PluginParseResult();
         pluginParseResult.setPlugin(plugin);
-        pluginParseResult.setRequest(queryReq);
+        pluginParseResult.setQueryFilters(queryFilters);
         pluginParseResult.setDistance(distance);
+        pluginParseResult.setQueryText(queryContext.getQueryText());
         properties.put(Constants.CONTEXT, pluginParseResult);
         properties.put("type", "plugin");
         properties.put("name", plugin.getName());

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/plugin/embedding/EmbeddingRecallParser.java

@@ -1,14 +1,14 @@
-package com.tencent.supersonic.chat.parser.plugin.embedding;
+package com.tencent.supersonic.chat.core.parser.plugin.embedding;
 
 import com.google.common.collect.Lists;
-import com.tencent.supersonic.chat.api.pojo.QueryContext;
-import com.tencent.supersonic.chat.parser.PythonLLMProxy;
-import com.tencent.supersonic.chat.parser.plugin.ParseMode;
-import com.tencent.supersonic.chat.parser.plugin.PluginParser;
-import com.tencent.supersonic.chat.plugin.Plugin;
-import com.tencent.supersonic.chat.plugin.PluginManager;
-import com.tencent.supersonic.chat.plugin.PluginRecallResult;
-import com.tencent.supersonic.chat.utils.ComponentFactory;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import com.tencent.supersonic.chat.core.plugin.Plugin;
+import com.tencent.supersonic.chat.core.plugin.PluginManager;
+import com.tencent.supersonic.chat.core.plugin.PluginRecallResult;
+import com.tencent.supersonic.chat.core.utils.ComponentFactory;
+import com.tencent.supersonic.chat.core.parser.PythonLLMProxy;
+import com.tencent.supersonic.chat.core.parser.plugin.ParseMode;
+import com.tencent.supersonic.chat.core.parser.plugin.PluginParser;
 import com.tencent.supersonic.common.config.EmbeddingConfig;
 import com.tencent.supersonic.common.util.ContextUtils;
 import com.tencent.supersonic.common.util.embedding.Retrieval;
@@ -42,7 +42,7 @@ public class EmbeddingRecallParser extends PluginParser {
 
     @Override
     public PluginRecallResult recallPlugin(QueryContext queryContext) {
-        String text = queryContext.getRequest().getQueryText();
+        String text = queryContext.getQueryText();
         List<Retrieval> embeddingRetrievals = embeddingRecall(text);
         if (CollectionUtils.isEmpty(embeddingRetrievals)) {
             return null;
@@ -57,15 +57,15 @@ public class EmbeddingRecallParser extends PluginParser {
             Pair<Boolean, Set<Long>> pair = PluginManager.resolve(plugin, queryContext);
             log.info("embedding plugin resolve: {}", pair);
             if (pair.getLeft()) {
-                Set<Long> modelList = pair.getRight();
-                if (CollectionUtils.isEmpty(modelList)) {
+                Set<Long> viewList = pair.getRight();
+                if (CollectionUtils.isEmpty(viewList)) {
                     continue;
                 }
                 plugin.setParseMode(ParseMode.EMBEDDING_RECALL);
                 double distance = embeddingRetrieval.getDistance();
-                double score = queryContext.getRequest().getQueryText().length() * (1 - distance);
+                double score = queryContext.getQueryText().length() * (1 - distance);
                 return PluginRecallResult.builder()
-                        .plugin(plugin).modelIds(modelList).score(score).distance(distance).build();
+                        .plugin(plugin).viewIds(viewList).score(score).distance(distance).build();
             }
         }
         return null;

chat/core/src/main/java/com/tencent/supersonic/chat/core/parser/plugin/embedding/RecallRetrieval.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.chat.parser.plugin.embedding;
+package com.tencent.supersonic.chat.core.parser.plugin.embedding;
 
 
 import lombok.Data;