(fix)(chat) Fix query dimension value error (#440)

Co-authored-by: jolunoluo

.gitignore

@@ -15,3 +15,6 @@ assembly/runtime/*
 /assembly/deploy
 /runtime
 **/.flattened-pom.xml
+chm_db/
+__pycache__/
+/dict

CHANGELOG.md

@@ -4,7 +4,51 @@
 - "Breaking Changes" describes any changes that may break existing functionality or cause
   compatibility issues with previous versions.
 
+## SuperSonic [0.7.5] - 2023-10-13
 
+### Added
+- add SQL generation improvement optimization, support LLM SQL, Logic SQL, and Physical SQL display.
+- add showcase functionality to support recommending similar questions.
+- add frontend modification of filtering conditions and re-querying feature.
+- support nested query functionality in semantic.
+- support switching queries between multiple parsers in the frontend.
+
+### Updated
+- optimizing the build and deployment of the project.
+- overall optimization of the SQL Corrector functionality.
+
+### Fixed
+- fix execute error on mysql <=5.7
+  
+## SuperSonic [0.7.4] - 2023-09-10
+  
+### Added
+- add llm parser config
+- add datasource agg_time option
+- add function name adaptor in clickhouse
+- add dimension and metric show in dsl
+  
+### Updated
+- update user guide doc
+- update query building of plugin in default model
+- update some core API constructs to keep naming consistency
+- update ConfigureDemo config
+- update the association mechanism so that invisible dimensions and metrics will no longer be associated
+
+### Fixed
+- fix hasAggregateFunction logic in SqlParserSelectHelper
+
+## SuperSonic [0.7.3] - 2023-08-29
+
+### Added
+- meet checkstyle code requirements
+- save parseInfo after parsing
+- add time statistics
+- add agent
+
+### Updated
+- dsl where condition is used for front-end display
+- dsl remove context inheritance
 
 ## SuperSonic [0.7.2] - 2023-08-12
 

README.md

@@ -1,61 +1,63 @@
-English | [中文](README_CN.md)
+[中文介绍](README_CN.md) | [文档中心](https://github.com/tencentmusic/supersonic/wiki)
 
 # SuperSonic (超音数)
 
-**SuperSonic is an out-of-the-box yet highly extensible framework for building a data chatbot**. 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 metrics/dimensions/entities, 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 pluggable, allowing new functionalities to be added through plugins and core components to be integrated with other systems.
+**SuperSonic is an out-of-the-box yet highly extensible framework for building ChatBI**. 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 metrics/dimensions/entities, 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 pluggable, allowing new functionalities to be added through plugins and core components to be integrated with other systems.
 
 <img src="./docs/images/supersonic_demo.gif" height="100%" width="100%" align="center"/>
 
 ## Motivation
 
-The emergence of Large Language Model (LLM) like ChatGPT is reshaping the way information is retrieved. In the field of data analytics, both academia and industry are primarily focused on leveraging LLM to convert natural language queries into SQL queries. While some works show promising results, they are still not applicable to real-world scenarios.
+The emergence of Large Language Model (LLM) like ChatGPT is reshaping the way information is retrieved. In the field of data analytics, both academia and industry are primarily focused on leveraging LLM to convert natural language into SQL (so called text2sql or nl2sql). While some works exhibit promising results, their **reliability** is inadequate for real-world applications.  
 
-From our perspective, the key to filling the real-world gap lies in two aspects: 
-1. Utilize a combination of rule-based and model-based semantic parsers to deal with different scenarios.
-2. Introduce a semantic model layer encapsulating the underlying data complexity(joins, formulas, etc) to simplify semantic parsing.
+From our perspective, the key to filling the real-world gap lies in three aspects: 
+1. Introduce a semantic layer encapsulating underlying data context(joins, formulas, etc) to reduce **complexity**.
+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 heuristic rules when necessary to improve **efficiency**(in terms of latency and cost).
 
-With these ideas in mind, we develop SuperSonic as a practical reference implementation and use it to power our real-world products. Additionally, to facilitate further development of data chatbot, we decide to open source SuperSonic as an extensible framework.
+With these ideas in mind, we develop SuperSonic as a practical reference implementation and use it to power our real-world products. Additionally, to facilitate further development of ChatBI, we decide to open source SuperSonic as an extensible framework.
 
 ## Out-of-the-box Features
 
-- Built-in graphical interface for business users to enter data queries 
-- Built-in graphical interface for analytics engineers to manage semantic models
+- Built-in CUI(Chat User Interface) for *business users* to enter data queries
+- Built-in GUI(Graphical User Interface) for *analytics engineers* to build semantic models
+- Built-in GUI for *system administrators* to manage chat agents and third-party plugins
 - Support input auto-completion as well as query recommendation
 - Support multi-turn conversation and history context management 
-- Support three-level permission control: domain-level, column-level and row-level 
+- Support four-level permission control: domain-level, model-level, column-level and row-level
 
 ## Extensible Components
 
-The high-level architecture and main process flow is shown in below diagram:
+The high-level architecture and main process flow is as follows:
 
-<img src="./docs/images/supersonic_components.png" height="80%" width="80%" align="center"/> 
+<img src="./docs/images/supersonic_components.png" height="65%" width="65%" align="center"/> 
 
-- **Chat Interface:** accepts natural language queries and answer results with appropriate visualization charts. It supports input auto-completion as well as multi-turn conversation.
+- **Knowledge Base:** extracts schema information periodically from the semantic models and build dictionary and index to facilitate schema mapping.
 
-- **Modeling Interface:** empowers analytics engineers to visually define and maintain semantic models. The configurations related to access permission and chat conversation can also be set on the UI.
+- **Schema Mapper:** identifies references to schema elements(metrics/dimensions/entities/values) in user queries. It matches the query text against the knowledge base.
 
-- **Schema Mapper Chain:** identifies references to schema elements(metrics/dimensions/entities/values) in user queries. It matches the query text against a knowledge base constructed from the semantic models.
+- **Semantic Parser:** understands user queries and extracts semantic information. It consists of a combination of rule-based and model-based parsers, each of which deals with specific scenarios.
 
-- **Semantic Parser Chain:** understands user queries and extract semantic information. It consists of a combination of rule-based and model-based parsers, each of which deals with specific scenarios.
+- **Semantic Corrector:** checks validity of extracted semantic information and performs correction and optimization if needed.
 
-- **Semantic Query:** performs execution according to extracted semantic information. It generates SQL queries and executes them against physical data models.
+- **Semantic Interpreter:** performs execution according to extracted semantic information. It generates SQL statements and executes them against physical data models.
+
+- **Chat Plugin:** extends functionality with third-party tools. The LLM is going to select the most suitable one, given all configured plugins with function description and sample questions.
 
 ## Quick Demo
 
 SuperSonic comes with sample semantic models as well as chat conversations that can be used as a starting point. Please follow the steps: 
 
 - Download the latest prebuilt binary from the [release page](https://github.com/tencentmusic/supersonic/releases)
-- Run script "bin/start-standalone.sh" to start a standalone server
-- Visit http://localhost:9080 in browser to start exploration
+- Run script "bin/supersonic-daemon.sh" to start services (one java process and one python process)
+- Visit http://localhost:9080 in the browser to start exploration
 
-## How to Build
+## Build and Development
 
-SuperSonic can be deployed in two modes: standalone (intended for quick demo) and distributed (intended for production). 
+Please refer to project [wiki](https://github.com/tencentmusic/supersonic/wiki). 
 
-### Build for Standalone Mode 
+## WeChat Contact
 
-Pull the source code and run script "assembly/bin/build-standalone.sh" to build a single packages.
+Please follow SuperSonic wechat official account:
 
-### Build for Distributed Mode 
-
-Pull the source code and run scripts "assembly/bin/build-chat.sh" and "assembly/bin/build-semantic.sh" separately to build packages.
+<img src="./docs/images/supersonic_wechat_oa.png" height="50%" width="50%" align="center"/> 

README_CN.md

@@ -6,54 +6,56 @@
 
 ## 项目动机
 
-大型语言模型（LLMs）如ChatGPT的出现正在重塑信息检索的方式。在数据分析领域，学术界和工业界主要关注利用深度学习模型将自然语言查询转换为SQL查询。虽然一些工作显示出有前景的结果，但它们还并不适用于实际场景。
+大型语言模型（LLMs）如ChatGPT的出现正在重塑信息检索的方式。在数据分析领域，学术界和工业界主要关注利用深度学习模型将自然语言查询转换为SQL查询。虽然一些工作显示出有前景的结果，但它们的可靠性还达不到生产可用的要求。
 
-在我们看来，为了在实际场景发挥价值，有两个关键点：
-1. 将基于规则和基于模型的语义解析器相结合，发挥各自优势，以便处理不同的场景。
-2. 引入语义模型层来封装数据底层的复杂性（关联、公式等），从而简化语义解析的求解空间。
+在我们看来，为了在实际场景发挥价值，有三个关键点：
+1. 引入语义模型层，封装底层数据的上下文（关联、公式等），降低SQL生成的**复杂度**。
+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**。
 
 为了验证上述想法，我们开发了超音数项目，并将其应用在实际的内部产品中。与此同时，我们将超音数作为一个可扩展的框架开源，希望能够促进数据问答对话领域的进一步发展。
 
 ## 开箱即用的特性
 
-- 内置图形界面以便业务用户输入数据查询。
-- 内置图形界面以便分析工程师管理语义模型。
+- 内置对话界面以便*业务用户*输入数据查询。
+- 内置图形界面以便*分析工程师*构建语义模型。
+- 内置图形界面以便*系统管理员*管理第三方插件和对话助理。
 - 支持文本输入的联想和查询问题的推荐。
 - 支持多轮对话，根据语境自动切换上下文。
-- 支持三级权限控制：主题域级、列级、行级。
+- 支持四级权限控制：主题域级、模型级、列级、行级。
 
 ## 易于扩展的组件
 
 超音数的整体架构和主流程如下图所示：
 
-<img src="./docs/images/supersonic_components.png" height="80%" width="80%" align="center"/> 
+<img src="./docs/images/supersonic_components.png" height="65%" width="65%" align="center"/> 
 
-- **问答对话界面(chat interface)**：接受用户查询并选择合适的可视化图表呈现结果，支持输入联想和多轮对话。
+- **模型知识库(Knowledge Base)：** 定期从语义模型中提取相关的模式信息，构建词典和索引，以便后续的模式映射。
 
-- **语义建模界面(modeling interface)**：使分析工程师能够通过可视化方式定义和维护语义模型，与访问权限和聊天对话相关的配置也可以在用户界面上设置。
+- **模式映射器(Schema Mapper)：** 将自然语言文本在知识库中进行匹配，为后续的语义解析提供相关信息。
 
-- **模式映射器(schema mapper chain)**：基于语义模型构建知识库，然后将自然语言文本在知识库中进行匹配，为后续的语义解析提供相关信息。
+- **语义解析器(Semantic Parser)：** 理解用户查询并抽取语义信息，其由一组基于规则和基于模型的解析器组成，每个解析器可应对不同的特定场景。
 
-- **语义解析器(semantic parser chain)**：理解用户查询并抽取语义信息，其由一组基于规则和基于模型的解析器组成，每个解析器可应对不同的特定场景。
+- **语义修正器(Semantic Corrector)：** 检查语义信息的合法性，对不合法的信息做修正和优化处理。
 
-- **语义查询(semantic query)**: 根据语义信息生成物理SQL执行查询。
+- **语义解释器(Semantic Interpreter)：** 根据语义信息生成物理SQL执行查询。
+
+- **问答插件(Chat Plugin)：** 通过第三方工具扩展功能。给定所有配置的插件及其功能描述和示例问题，大语言模型将选择最合适的插件。
 
 ## 快速体验
 
 超音数自带样例的语义模型和问答对话，只需以下三步即可快速体验：
 
 - 从[release page](https://github.com/tencentmusic/supersonic/releases)下载预先构建好的发行包
-- 运行 "bin/start-standalone.sh"启动服务
+- 运行 "bin/supersonic-daemon.sh"启动服务（一个Java进程和一个Python进程）
 - 在浏览器访问http://localhost:9080 开启探索
 
-## 如何构建
+## 如何构建和部署
 
-超音数可以运行在两个模式：standalone（一般用于快速演示）和distributed（一般用于生产环境）。
+请参考项目[wiki](https://github.com/tencentmusic/supersonic/wiki)。
 
-### Standalone模式构建
+## 微信联系方式
 
-下载源码包，运行脚本"assembly/bin/build-standalone.sh"，将所有服务一起编译打包
+欢迎关注微信公众号：
 
-### Distributed模式构建
-
-下载源码包，分别运行脚本"assembly/bin/build-chat.sh"、"assembly/bin/build-semantic.sh"，为问答层服务和语义层服务编译打包
+<img src="./docs/images/supersonic_wechat_oa.png" height="50%" width="50%" align="center"/> 

assembly/bin/build-chat.sh

@@ -1,12 +0,0 @@
-#!/usr/bin/env bash
-
-sbinDir=$(cd "$(dirname "$0")"; pwd)
-baseDir=$(readlink -f $sbinDir/../)
-runtimeDir=$baseDir/runtime
-buildDir=$baseDir/build
-
-cd $baseDir
-
-#1. move package to build
-cp $baseDir/../launchers/chat/target/*.tar.gz ${buildDir}/supersonic-chat.tar.gz
-

assembly/bin/build-ide.sh

@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-
-sbinDir=$(cd "$(dirname "$0")"; pwd)
-baseDir=$(readlink -f $sbinDir/../)
-buildDir=$baseDir/build
-
-cd $baseDir/bin
-sh build-standalone.sh
-
-cd $buildDir
-tar xvf supersonic-webapp.tar.gz
-mv supersonic-webapp webapp
-mv webapp ../../launchers/standalone/target/classes

assembly/bin/build-semantic.sh

@@ -1,23 +0,0 @@
-#!/usr/bin/env bash
-
-sbinDir=$(cd "$(dirname "$0")"; pwd)
-baseDir=$(readlink -f $sbinDir/../)
-runtimeDir=$baseDir/runtime
-buildDir=$baseDir/build
-
-cd $baseDir
-
-#1. build semantic service
-rm -fr ${buildDir}/*.tar.gz
-rm -fr dist
-
-mvn -f $baseDir/../ clean package -DskipTests
-
-#2. move package to build
-cp $baseDir/../launchers/semantic/target/*.tar.gz ${buildDir}/supersonic-semantic.tar.gz
-
-#3. build webapp
-chmod +x $baseDir/../webapp/start-fe-prod.sh
-cd ../webapp
-sh ./start-fe-prod.sh
-cp -fr  ./supersonic-webapp.tar.gz ${buildDir}/

assembly/bin/build-standalone.sh

@@ -1,23 +0,0 @@
-#!/usr/bin/env bash
-
-sbinDir=$(cd "$(dirname "$0")"; pwd)
-baseDir=$(readlink -f $sbinDir/../)
-runtimeDir=$baseDir/runtime
-buildDir=$baseDir/build
-
-cd $baseDir
-
-#1. build semantic chat service
-rm -fr ${buildDir}/*.tar.gz
-rm -fr dist
-
-mvn -f $baseDir/../ clean package -DskipTests
-
-#2. move package to build
-cp $baseDir/../launchers/standalone/target/*.tar.gz ${buildDir}/supersonic.tar.gz
-
-#3. build webapp
-chmod +x $baseDir/../webapp/start-fe-prod.sh
-cd ../webapp
-sh ./start-fe-prod.sh
-cp -fr  ./supersonic-webapp.tar.gz ${buildDir}/

assembly/bin/start-chat.sh

@@ -1,35 +0,0 @@
-#!/usr/bin/env bash
-
-sbinDir=$(cd "$(dirname "$0")"; pwd)
-baseDir=$(readlink -f $sbinDir/../)
-runtimeDir=$baseDir/../runtime
-buildDir=$baseDir/build
-
-cd $baseDir
-
-#2. package lib
-
-tar -zxvf ${buildDir}/supersonic-chat.tar.gz  -C ${runtimeDir}
-
-mv ${runtimeDir}/launchers-chat-* ${runtimeDir}/supersonic-chat
-
-tar -zxvf ${buildDir}/supersonic-webapp.tar.gz  -C ${buildDir}
-
-mkdir -p ${runtimeDir}/supersonic-chat/webapp
-
-cp -fr  ${buildDir}/supersonic-webapp/* ${runtimeDir}/supersonic-chat/webapp
-
-rm -fr  ${buildDir}/supersonic-webapp
-
-json=$(cat ${runtimeDir}/supersonic-chat/webapp/supersonic.config.json)
-json=$(echo $json | jq '.env="chat"')
-echo $json > ${runtimeDir}/supersonic-chat/webapp/supersonic.config.json
-
-#3. start service
-#3.1 start chat service
-echo ${runtimeDir}
-sh ${runtimeDir}/supersonic-chat/bin/service.sh restart
-
-#3.2 start llm service
-sh ${runtimeDir}/supersonic-chat/llm/bin/service.sh restart
-

assembly/bin/start-semantic.sh

@@ -1,36 +0,0 @@
-#!/usr/bin/env bash
-
-sbinDir=$(cd "$(dirname "$0")"; pwd)
-baseDir=$(readlink -f $sbinDir/../)
-runtimeDir=$baseDir/../runtime
-buildDir=$baseDir/build
-
-cd $baseDir
-
-#1. clear file
-mkdir -p ${runtimeDir}
-rm -fr ${runtimeDir}/*
-
-#2. package lib
-
-tar -zxvf ${buildDir}/supersonic-semantic.tar.gz  -C ${runtimeDir}
-
-mv ${runtimeDir}/launchers-semantic-* ${runtimeDir}/supersonic-semantic
-
-tar -zxvf ${buildDir}/supersonic-webapp.tar.gz  -C ${buildDir}
-
-mkdir -p ${runtimeDir}/supersonic-semantic/webapp
-
-cp -fr  ${buildDir}/supersonic-webapp/* ${runtimeDir}/supersonic-semantic/webapp
-
-rm -fr  ${buildDir}/supersonic-webapp
-
-
-json=$(cat ${runtimeDir}/supersonic-semantic/webapp/supersonic.config.json)
-json=$(echo $json | jq '.env="semantic"')
-echo $json > ${runtimeDir}/supersonic-semantic/webapp/supersonic.config.json
-
-#3. start service
-sh ${runtimeDir}/supersonic-semantic/bin/service.sh restart
-
-

assembly/bin/start-standalone.sh

@@ -1,32 +0,0 @@
-#!/usr/bin/env bash
-
-sbinDir=$(cd "$(dirname "$0")"; pwd)
-baseDir=$(readlink -f $sbinDir/../)
-runtimeDir=$baseDir/../runtime
-buildDir=$baseDir/build
-
-cd $baseDir
-
-#1. clear file
-mkdir -p ${runtimeDir}
-rm -fr ${runtimeDir}/*
-
-#2. package lib
-
-tar -zxvf ${buildDir}/supersonic.tar.gz  -C ${runtimeDir}
-
-mv ${runtimeDir}/launchers-standalone-* ${runtimeDir}/supersonic-standalone
-
-tar -zxvf ${buildDir}/supersonic-webapp.tar.gz  -C ${buildDir}
-
-mkdir -p ${runtimeDir}/supersonic-standalone/webapp
-
-cp -fr  ${buildDir}/supersonic-webapp/* ${runtimeDir}/supersonic-standalone/webapp
-
-rm -fr  ${buildDir}/supersonic-webapp
-
-#3. start service
-#start standalone service
-sh ${runtimeDir}/supersonic-standalone/bin/service.sh restart
-#start llm service
-sh ${runtimeDir}/supersonic-standalone/llm/bin/service.sh restart

assembly/bin/supersonic-build.bat

@@ -0,0 +1,53 @@
+@echo off
+setlocal
+chcp 65001
+set "sbinDir=%~dp0"
+set "baseDir=%~dp0.."
+set "buildDir=%baseDir%\build"
+set "runtimeDir=%baseDir%\..\runtime"
+set "pip_path=pip3"
+
+rem 1. build backend java modules
+del /q "%buildDir%\*.tar.gz" 2>NUL
+call mvn -f "%baseDir%\..\pom.xml" clean package -DskipTests
+
+rem 2. move package to build
+echo f|xcopy "%baseDir%\..\launchers\standalone\target\*.tar.gz" "%buildDir%\supersonic-standalone.tar.gz"
+
+rem 3. build frontend webapp
+cd "%baseDir%\..\webapp"
+call start-fe-prod.bat
+copy /y "%baseDir%\..\webapp\supersonic-webapp.tar.gz" "%buildDir%\"
+
+rem 4. copy webapp to java classpath
+cd "%buildDir%"
+tar -zxvf supersonic-webapp.tar.gz
+move supersonic-webapp webapp
+move webapp ..\..\launchers\standalone\target\classes
+
+rem 5. build backend python modules
+echo "start installing python modules with pip: ${pip_path}"
+set requirementPath="%baseDir%/../chat/python/requirements.txt"
+%pip_path% install -r %requirementPath%
+echo "install python modules success"
+
+call :BUILD_RUNTIME
+
+:BUILD_RUNTIME
+  rem 6. reset runtime
+  rd /s /q "%runtimeDir%"
+  mkdir "%runtimeDir%"
+  tar -zxvf "%buildDir%\supersonic-standalone.tar.gz" -C "%runtimeDir%"
+  for /d %%f in ("%runtimeDir%\launchers-standalone-*") do (
+      move "%%f" "%runtimeDir%\supersonic-standalone"
+  )
+
+  rem 7. copy webapp to runtime
+  tar -zxvf "%buildDir%\supersonic-webapp.tar.gz" -C "%buildDir%"
+  if not exist "%runtimeDir%\supersonic-standalone\webapp" mkdir "%runtimeDir%\supersonic-standalone\webapp"
+  xcopy /s /e /h /y "%buildDir%\supersonic-webapp\*" "%runtimeDir%\supersonic-standalone\webapp"
+  if not exist "%runtimeDir%\supersonic-standalone\conf\webapp" mkdir "%runtimeDir%\supersonic-standalone\conf\webapp"
+  xcopy /s /e /h /y "%runtimeDir%\supersonic-standalone\webapp\*" "%runtimeDir%\supersonic-standalone\conf\webapp"
+  rd /s /q "%buildDir%\supersonic-webapp"
+
+endlocal

assembly/bin/supersonic-build.sh

@@ -0,0 +1,48 @@
+#!/usr/bin/env bash
+
+set -x
+sbinDir=$(cd "$(dirname "$0")"; pwd)
+chmod +x $sbinDir/supersonic-common.sh
+source $sbinDir/supersonic-common.sh
+
+cd $baseDir
+
+#1. build backend java modules
+rm -fr ${buildDir}/*.tar.gz
+rm -fr dist
+
+set +x
+
+mvn -f $baseDir/../ clean package -DskipTests
+
+#2. move package to build
+cp $baseDir/../launchers/semantic/target/*.tar.gz ${buildDir}/supersonic-semantic.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
+
+#3. build frontend webapp
+chmod +x $baseDir/../webapp/start-fe-prod.sh
+cd ../webapp
+sh ./start-fe-prod.sh
+cp -fr  ./supersonic-webapp.tar.gz ${buildDir}/
+
+#4. copy webapp to java classpath
+cd $buildDir
+tar xvf supersonic-webapp.tar.gz
+mv supersonic-webapp webapp
+cp -fr webapp ../../launchers/semantic/target/classes
+cp -fr webapp ../../launchers/chat/target/classes
+cp -fr webapp ../../launchers/standalone/target/classes
+rm -fr  ${buildDir}/webapp
+
+#5. build backend python modules
+echo "start installing python modules with pip: ${pip_path}"
+requirementPath=$baseDir/../chat/python/requirements.txt
+${pip_path} install -r ${requirementPath}
+echo "install python modules success"
+
+#6. reset runtime
+rm -fr $runtimeDir/*
+moveAllToRuntime
+setEnvToWeb chat
+setEnvToWeb semantic

assembly/bin/supersonic-common.sh

@@ -0,0 +1,106 @@
+#!/usr/bin/env bash
+
+# environment parameters
+python_path=${PYTHON_PATH:-"python3"}
+pip_path=${PIP_PATH:-"pip3"}
+
+sbinDir=$(cd "$(dirname "$0")"; pwd)
+baseDir=$(cd "$sbinDir/.." && pwd -P)
+runtimeDir=$baseDir/../runtime
+buildDir=$baseDir/build
+
+readonly CHAT_APP_NAME="supersonic_chat"
+readonly SEMANTIC_APP_NAME="supersonic_semantic"
+readonly LLMPARSER_APP_NAME="supersonic_llmparser"
+readonly STANDALONE_APP_NAME="supersonic_standalone"
+readonly CHAT_SERVICE="chat"
+readonly SEMANTIC_SERVICE="semantic"
+readonly LLMPARSER_SERVICE="llmparser"
+readonly STANDALONE_SERVICE="standalone"
+readonly LLMPARSER_HOST="127.0.0.1"
+readonly LLMPARSER_PORT="9092"
+
+function setEnvToWeb {
+   model_name=$1
+   json='{"env": "'$model_name'"}'
+   echo $json > ${runtimeDir}/supersonic-${model_name}/webapp/supersonic.config.json
+   echo $json > $baseDir/../launchers/${model_name}/target/classes/webapp/supersonic.config.json
+}
+
+function moveToRuntime {
+  model_name=$1
+  tar -zxvf ${buildDir}/supersonic-${model_name}.tar.gz  -C ${runtimeDir}
+  mv ${runtimeDir}/launchers-${model_name}-* ${runtimeDir}/supersonic-${model_name}
+
+  mkdir -p ${runtimeDir}/supersonic-${model_name}/webapp
+  cp -fr  ${buildDir}/webapp/* ${runtimeDir}/supersonic-${model_name}/webapp
+}
+
+function moveAllToRuntime {
+  mkdir -p ${runtimeDir}
+  tar xvf  ${buildDir}/supersonic-webapp.tar.gz  -C ${buildDir}
+  mv ${buildDir}/supersonic-webapp ${buildDir}/webapp
+
+  moveToRuntime chat
+  moveToRuntime semantic
+  moveToRuntime standalone
+  rm -fr  ${buildDir}/webapp
+}
+
+# run java service
+function runJavaService {
+  javaRunDir=${runtimeDir}/supersonic-${model_name}
+  local_app_name=$1
+  libDir=$javaRunDir/lib
+  confDir=$javaRunDir/conf
+
+  CLASSPATH=""
+  CLASSPATH=$CLASSPATH:$confDir
+
+  for jarPath in $libDir/*.jar; do
+   CLASSPATH=$CLASSPATH:$jarPath
+  done
+
+  export CLASSPATH
+  export LANG="zh_CN.UTF-8"
+
+  cd $javaRunDir
+  if [[ "$JAVA_HOME" == "" ]]; then
+    JAVA_HOME=$(ls /usr/jdk64/jdk* -d 2>/dev/null | xargs | awk '{print "'$local_app_name'"}')
+  fi
+  export PATH=$JAVA_HOME/bin:$PATH
+  command="-Dfile.encoding="UTF-8"  -Duser.language="Zh" -Duser.region="CN" -Duser.timezone="GMT+08" -Dapp_name=${local_app_name} -Xms1024m -Xmx2048m "$main_class
+
+  mkdir -p $javaRunDir/logs
+  if [[ "$is_test" == "true" ]]; then
+    java -Dspring.profiles.active="dev" $command >/dev/null 2>$javaRunDir/logs/error.log &
+  else
+    java  $command $javaRunDir >/dev/null 2>$javaRunDir/logs/error.log &
+  fi
+}
+
+# run python service
+function runPythonService {
+  pythonRunDir=${runtimeDir}/supersonic-${model_name}/llmparser
+  cd $pythonRunDir
+  nohup ${python_path} supersonic_llmparser.py  > $pythonRunDir/llmparser.log  2>&1   &
+  # add health check
+  for i in {1..10}
+  do
+    echo "llmparser health check attempt $i..."
+    response=$(curl -s http://${LLMPARSER_HOST}:${LLMPARSER_PORT}/health)
+    echo "llmparser health check response: $response"
+    status_ok="Healthy"
+    if [[ $response == *$status_ok* ]] ; then
+      echo "llmparser Health check passed."
+      break
+    else
+      if [ "$i" -eq 10 ]; then
+        echo "llmparser Health check failed after 10 attempts."
+        echo "May still downloading model files. Please check llmparser.log in runtime directory."
+      fi
+      echo "Retrying after 5 seconds..."
+      sleep 5
+    fi
+  done
+}

assembly/bin/supersonic-daemon.bat

@@ -0,0 +1,118 @@
+@echo off
+setlocal
+chcp 65001
+set "sbinDir=%~dp0"
+set "baseDir=%~dp0.."
+set "runtimeDir=%baseDir%\..\runtime"
+set "buildDir=%baseDir%\build"
+set "main_class=com.tencent.supersonic.StandaloneLauncher"
+set "python_path=python"
+set "pip_path=pip3"
+set "standalone_service=standalone"
+set "llmparser_service=llmparser"
+
+set "javaRunDir=%runtimeDir%\supersonic-standalone"
+set "pythonRunDir=%runtimeDir%\supersonic-standalone\llmparser"
+
+set "command=%~1"
+set "service=%~2"
+
+if "%service%"=="" (
+   set "service=%standalone_service%"
+)
+
+call :BUILD_RUNTIME
+
+if "%command%"=="restart" (
+   call :STOP
+   call :START
+   goto :EOF
+) else if "%command%"=="start" (
+   call :START
+   goto :EOF
+) else if "%command%"=="stop" (
+  call :STOP
+  goto :EOF
+) else if "%command%"=="reload" (
+  call :RELOAD_EXAMPLE
+  goto :EOF
+) else (
+   echo "Use command {start|stop|restart} to run."
+   goto :EOF
+)
+
+:START
+    if "%service%"=="%llmparser_service%" (
+         call :START_PYTHON
+         goto :EOF
+    )
+    call :START_PYTHON
+    call :START_JAVA
+    goto :EOF
+
+:STOP
+    if "%service%"=="%llmparser_service%" (
+        call :STOP_PYTHON
+        goto :EOF
+    )
+    call :STOP_PYTHON
+    call :STOP_JAVA
+    goto :EOF
+
+:START_PYTHON
+   echo 'python service starting, see logs in llmparser/llmparser.log'
+   cd "%pythonRunDir%"
+   start /B %python_path% supersonic_llmparser.py  > %pythonRunDir%\llmparser.log 2>&1
+   timeout /t 10 >nul
+   echo 'python service started'
+   goto :EOF
+
+:START_JAVA
+  echo 'java service starting, see logs in logs/'
+   cd "%javaRunDir%"
+   if not exist "%runtimeDir%\supersonic-standalone\logs" mkdir "%runtimeDir%\supersonic-standalone\logs"
+   set "libDir=%runtimeDir%\supersonic-%service%\lib"
+   set "confDir=%runtimeDir%\supersonic-%service%\conf"
+   set "webDir=%runtimeDir%\supersonic-%service%\webapp"
+   set "classpath=%confDir%;%webDir%;%libDir%\*"
+   set "java-command=-Dfile.encoding=UTF-8 -Duser.language=Zh -Duser.region=CN -Duser.timezone=GMT+08 -Xms1024m -Xmx2048m -cp %CLASSPATH% %MAIN_CLASS%"
+   start /B java %java-command% >nul 2>&1
+   timeout /t 10 >nul
+   echo 'java service started'
+   goto :EOF
+
+:STOP_PYTHON
+   for /f "tokens=2" %%i in ('tasklist ^| findstr /i "python"') do (
+           taskkill /PID %%i /F
+           echo "python service (PID = %%i) is killed."
+   )
+   goto :EOF
+
+:STOP_JAVA
+   for /f "tokens=2" %%i in ('tasklist ^| findstr /i "java"') do (
+            taskkill /PID %%i /F
+            echo "java service (PID = %%i) is killed."
+   )
+   goto :EOF
+
+:RELOAD_EXAMPLE
+   cd "%runtimeDir%\supersonic-standalone\llmparser\sql"
+   start  %python_path% examples_reload_run.py
+   goto :EOF
+
+:BUILD_RUNTIME
+  rem 6. reset runtime
+  if exist "%runtimeDir%" goto :EOF
+  mkdir "%runtimeDir%"
+  tar -zxvf "%buildDir%\supersonic-standalone.tar.gz" -C "%runtimeDir%"
+  for /d %%f in ("%runtimeDir%\launchers-standalone-*") do (
+      move "%%f" "%runtimeDir%\supersonic-standalone"
+  )
+
+  rem 7. copy webapp to runtime
+  tar -zxvf "%buildDir%\supersonic-webapp.tar.gz" -C "%buildDir%"
+  if not exist "%runtimeDir%\supersonic-standalone\webapp" mkdir "%runtimeDir%\supersonic-standalone\webapp"
+  xcopy /s /e /h /y "%buildDir%\supersonic-webapp\*" "%runtimeDir%\supersonic-standalone\webapp"
+  if not exist "%runtimeDir%\supersonic-standalone\conf\webapp" mkdir "%runtimeDir%\supersonic-standalone\conf\webapp"
+  xcopy /s /e /h /y "%runtimeDir%\supersonic-standalone\webapp\*" "%runtimeDir%\supersonic-standalone\conf\webapp"
+  rd /s /q "%buildDir%\supersonic-webapp"

assembly/bin/supersonic-daemon.sh

@@ -0,0 +1,147 @@
+#!/usr/bin/env bash
+
+set -x
+sbinDir=$(cd "$(dirname "$0")"; pwd)
+chmod +x $sbinDir/supersonic-common.sh
+source $sbinDir/supersonic-common.sh
+
+# 1.init environment parameters
+if [ ! -d "$runtimeDir" ]; then
+    echo "the runtime dir does not exist move all to runtime"
+    moveAllToRuntime
+fi
+set +x
+
+command=$1
+service=$2
+if [ -z "$service"  ]; then
+  service=${STANDALONE_SERVICE}
+fi
+
+app_name=$STANDALONE_APP_NAME
+main_class="com.tencent.supersonic.StandaloneLauncher"
+model_name=$service
+
+if [ "$service" == "llmparser" ]; then
+  model_name=${STANDALONE_SERVICE}
+fi
+
+cd $baseDir
+
+# 2.set main class
+function setMainClass {
+  if [ "$service" == $CHAT_SERVICE ]; then
+    main_class="com.tencent.supersonic.ChatLauncher"
+  elif [ "$service" == $SEMANTIC_SERVICE ]; then
+    main_class="com.tencent.supersonic.SemanticLauncher"
+  fi
+}
+setMainClass
+# 3.set app name
+function setAppName {
+  if [ "$service" == $CHAT_SERVICE ]; then
+    app_name=$CHAT_APP_NAME
+  elif [ "$service" == $SEMANTIC_SERVICE ]; then
+    app_name=$SEMANTIC_APP_NAME
+  elif [ "$service" == $LLMPARSER_SERVICE ]; then
+    app_name=$LLMPARSER_APP_NAME
+  fi
+}
+setAppName
+
+function reloadExamples {
+  pythonRunDir=${runtimeDir}/supersonic-${model_name}/llmparser
+  cd $pythonRunDir/sql
+  ${python_path} examples_reload_run.py
+}
+
+
+function start()
+{
+  local_app_name=$1
+  pid=$(ps aux |grep ${local_app_name} | grep -v grep | awk '{print $2}')
+  if [[ "$pid" == "" ]]; then
+    if [[ ${local_app_name} == $LLMPARSER_APP_NAME ]]; then
+      runPythonService ${local_app_name}
+    else
+      runJavaService ${local_app_name}
+    fi
+  else
+    echo "Process (PID = $pid) is running."
+    return 1
+  fi
+}
+
+function stop()
+{
+  pid=$(ps aux | grep $1 | grep -v grep | awk '{print $2}')
+  if [[ "$pid" == "" ]]; then
+    echo "Process $1 is not running !"
+    return 1
+  else
+    kill -9 $pid
+    echo "Process (PID = $pid) is killed !"
+    return 0
+  fi
+}
+
+function reload()
+{
+  if [[ $1 == $LLMPARSER_APP_NAME ]]; then
+    reloadExamples
+  fi
+}
+
+# 4. execute command operation
+case "$command" in
+  start)
+        if [ "$service" == $STANDALONE_SERVICE ]; then
+          echo  "Starting $LLMPARSER_APP_NAME"
+          start $LLMPARSER_APP_NAME
+          echo  "Starting $app_name"
+          start $app_name
+        else
+          echo  "Starting $app_name"
+          start $app_name
+        fi
+        echo  "Start success"
+        ;;
+  stop)
+        if [ "$service" == $STANDALONE_SERVICE ]; then
+          echo  "Stopping $LLMPARSER_APP_NAME"
+          stop $LLMPARSER_APP_NAME
+          echo  "Stopping $app_name"
+          stop $app_name
+        else
+          echo  "Stopping $app_name"
+          stop ${app_name}
+        fi
+        echo  "Stop success"
+        ;;
+  reload)
+        echo  "Reloading ${app_name}"
+        reload ${app_name}
+        echo  "Reload success"
+        ;;
+  restart)
+        if [ "$service" == $STANDALONE_SERVICE ]; then
+          echo  "Stopping ${app_name}"
+          stop ${app_name}
+          echo  "Stopping ${LLMPARSER_APP_NAME}"
+          stop $LLMPARSER_APP_NAME
+          echo  "Starting ${LLMPARSER_APP_NAME}"
+          start $LLMPARSER_APP_NAME
+          echo  "Starting ${app_name}"
+          start ${app_name}
+        else
+          echo  "Stopping ${app_name}"
+          stop ${app_name}
+          echo  "Starting ${app_name}"
+          start ${app_name}
+        fi
+        echo  "Restart success"
+        ;;
+  *)
+        echo "Use command {start|stop|restart} to run."
+        exit 1
+esac

assembly/build/build.xml

@@ -6,14 +6,6 @@
         <format>tar.gz</format>
     </formats>
     <fileSets>
-
-        <fileSet>
-            <directory>${project.basedir}/src/main/bin</directory>
-            <outputDirectory>bin</outputDirectory>
-            <fileMode>0777</fileMode>
-            <directoryMode>0755</directoryMode>
-        </fileSet>
-
         <fileSet>
             <directory>${project.basedir}/src/main/resources</directory>
             <outputDirectory>conf</outputDirectory>
@@ -29,8 +21,8 @@
             </includes>
         </fileSet>
         <fileSet>
-            <directory>${project.basedir}/../../chat/core/src/main/python</directory>
-            <outputDirectory>llm</outputDirectory>
+            <directory>${project.basedir}/../../chat/python</directory>
+            <outputDirectory>llmparser</outputDirectory>
             <fileMode>0777</fileMode>
             <directoryMode>0755</directoryMode>
         </fileSet>

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/adaptor/UserAdaptor.java

@@ -3,6 +3,7 @@ package com.tencent.supersonic.auth.api.authentication.adaptor;
 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 java.util.List;
 import java.util.Set;
 

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

@@ -9,18 +9,19 @@ import org.springframework.context.annotation.Configuration;
 @Configuration
 public class AuthenticationConfig {
 
-
     @Value("${authentication.exclude.path:XXX}")
     private String excludePath;
 
+    @Value("${authentication.include.path:/api}")
+    private String includePath;
+
     @Value("${authentication.enable:false}")
     private boolean enabled;
 
     @Value("${authentication.token.secret:secret}")
     private String tokenSecret;
 
-    @Value("${authentication.token.http.header.key:Auth}")
+    @Value("${authentication.token.http.header.key:Authorization}")
     private String tokenHttpHeaderKey;
 
-
 }

auth/api/src/main/java/com/tencent/supersonic/auth/api/authentication/constant/UserConstants.java

@@ -12,6 +12,8 @@ public class UserConstants {
 
     public static final String TOKEN_USER_EMAIL = "token_user_email";
 
+    public static final String TOKEN_IS_ADMIN = "token_is_admin";
+
     public static final String TOKEN_ALGORITHM = "HS512";
 
     public static final String TOKEN_CREATE_TIME = "token_create_time";

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

@@ -1,9 +1,10 @@
 package com.tencent.supersonic.auth.api.authentication.pojo;
 
 import com.google.common.collect.Lists;
-import java.util.List;
 import lombok.Data;
 
+import java.util.List;
+
 @Data
 public class Organization {
 

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

@@ -18,17 +18,22 @@ public class User {
 
     private String email;
 
-    public static User get(Long id, String name, String displayName, String email) {
-        return new User(id, name, displayName, email);
+    private Integer isAdmin;
+
+    public static User get(Long id, String name, String displayName, String email, Integer isAdmin) {
+        return new User(id, name, displayName, email, isAdmin);
     }
 
     public static User getFakeUser() {
-        return new User(1L, "admin", "admin", "admin@email");
+        return new User(1L, "admin", "admin", "admin@email", 1);
     }
 
     public String getDisplayName() {
         return StringUtils.isBlank(displayName) ? name : displayName;
     }
 
+    public boolean isSuperAdmin() {
+        return isAdmin != null && isAdmin == 1;
+    }
 
 }

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

@@ -9,13 +9,14 @@ public class UserWithPassword extends User {
 
     private String password;
 
-    public UserWithPassword(Long id, String name, String displayName, String email, String password) {
-        super(id, name, displayName, email);
+    public UserWithPassword(Long id, String name, String displayName, String email, String password, Integer isAdmin) {
+        super(id, name, displayName, email, isAdmin);
         this.password = password;
     }
 
-    public static UserWithPassword get(Long id, String name, String displayName, String email, String password) {
-        return new UserWithPassword(id, name, displayName, email, password);
+    public static UserWithPassword get(Long id, String name, String displayName,
+                                       String email, String password, Integer isAdmin) {
+        return new UserWithPassword(id, name, displayName, email, password, isAdmin);
     }
 
 }

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

@@ -3,6 +3,7 @@ package com.tencent.supersonic.auth.api.authentication.service;
 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 java.util.List;
 import java.util.Set;
 

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

@@ -1,6 +1,7 @@
 package com.tencent.supersonic.auth.api.authentication.service;
 
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
+
 import javax.servlet.http.HttpServletRequest;
 import javax.servlet.http.HttpServletResponse;
 

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/pojo/AuthGroup.java

@@ -6,7 +6,7 @@ import lombok.Data;
 @Data
 public class AuthGroup {
 
-    private String modelId;
+    private Long modelId;
     private String name;
     private Integer groupId;
     private List<AuthRule> authRules;

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/pojo/AuthRes.java

@@ -7,13 +7,13 @@ import lombok.ToString;
 @ToString
 public class AuthRes {
 
-    private String modelId;
+    private Long modelId;
     private String name;
 
     public AuthRes() {
     }
 
-    public AuthRes(String modelId, String name) {
+    public AuthRes(Long modelId, String name) {
         this.modelId = modelId;
         this.name = name;
     }

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/request/QueryAuthResReq.java

@@ -1,20 +1,33 @@
 package com.tencent.supersonic.auth.api.authorization.request;
 
+import com.google.common.collect.Lists;
 import com.tencent.supersonic.auth.api.authorization.pojo.AuthRes;
-import java.util.ArrayList;
-import java.util.List;
 import lombok.Data;
 import lombok.ToString;
+import org.springframework.util.CollectionUtils;
+
+import java.util.ArrayList;
+import java.util.List;
 
 @Data
 @ToString
 public class QueryAuthResReq {
 
-    private String user;
-
     private List<String> departmentIds = new ArrayList<>();
 
     private List<AuthRes> resources;
 
-    private String modelId;
+    private Long modelId;
+
+    private List<Long> modelIds;
+
+    public List<Long> getModelIds() {
+        if (!CollectionUtils.isEmpty(modelIds)) {
+            return modelIds;
+        }
+        if (modelId != null) {
+            return Lists.newArrayList(modelId);
+        }
+        return Lists.newArrayList();
+    }
 }

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/response/AuthorizedResourceResp.java

@@ -4,6 +4,7 @@ import com.tencent.supersonic.auth.api.authorization.pojo.AuthResGrp;
 import com.tencent.supersonic.auth.api.authorization.pojo.DimensionFilter;
 import java.util.ArrayList;
 import java.util.List;
+
 import lombok.Data;
 
 @Data

auth/api/src/main/java/com/tencent/supersonic/auth/api/authorization/service/AuthService.java

@@ -1,18 +1,18 @@
 package com.tencent.supersonic.auth.api.authorization.service;
 
+import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
 import com.tencent.supersonic.auth.api.authorization.request.QueryAuthResReq;
 import com.tencent.supersonic.auth.api.authorization.response.AuthorizedResourceResp;
 import java.util.List;
-import javax.servlet.http.HttpServletRequest;
 
 public interface AuthService {
 
     List<AuthGroup> queryAuthGroups(String domainId, Integer groupId);
 
-    void updateAuthGroup(AuthGroup group);
+    void addOrUpdateAuthGroup(AuthGroup group);
 
     void removeAuthGroup(AuthGroup group);
 
-    AuthorizedResourceResp queryAuthorizedResources(QueryAuthResReq req, HttpServletRequest request);
+    AuthorizedResourceResp queryAuthorizedResources(QueryAuthResReq req, User user);
 }

auth/authentication/pom.xml

@@ -33,12 +33,6 @@
             <artifactId>spring-boot-starter-jdbc</artifactId>
         </dependency>
 
-        <dependency>
-            <groupId>org.mybatis</groupId>
-            <artifactId>mybatis</artifactId>
-        </dependency>
-
-
         <dependency>
             <groupId>com.alibaba</groupId>
             <artifactId>druid</artifactId>
@@ -52,12 +46,7 @@
             <groupId>org.springframework.boot</groupId>
             <artifactId>spring-boot-starter-web</artifactId>
         </dependency>
-        <dependency>
-            <groupId>org.mybatis</groupId>
-            <artifactId>mybatis-spring</artifactId>
-            <version>${mybatis-spring.version}</version>
-            <scope>compile</scope>
-        </dependency>
+
         <dependency>
             <groupId>com.github.pagehelper</groupId>
             <artifactId>pagehelper</artifactId>

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

@@ -11,10 +11,10 @@ import com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO;
 import com.tencent.supersonic.auth.authentication.persistence.repository.UserRepository;
 import com.tencent.supersonic.auth.authentication.utils.UserTokenUtils;
 import com.tencent.supersonic.common.util.ContextUtils;
+import org.springframework.beans.BeanUtils;
 import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
-import org.springframework.beans.BeanUtils;
 
 public class DefaultUserAdaptor implements UserAdaptor {
 
@@ -71,7 +71,7 @@ public class DefaultUserAdaptor implements UserAdaptor {
         }
         if (userDO.getPassword().equals(userReq.getPassword())) {
             UserWithPassword user = UserWithPassword.get(userDO.getId(), userDO.getName(), userDO.getDisplayName(),
-                    userDO.getEmail(), userDO.getPassword());
+                    userDO.getEmail(), userDO.getPassword(), userDO.getIsAdmin());
             return userTokenUtils.generateToken(user);
         }
         throw new RuntimeException("password not correct, please try again");

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/config/TppConfig.java

@@ -1,21 +0,0 @@
-package com.tencent.supersonic.auth.authentication.config;
-
-
-import lombok.Data;
-import org.springframework.beans.factory.annotation.Value;
-import org.springframework.context.annotation.Configuration;
-
-@Data
-@Configuration
-public class TppConfig {
-
-    @Value(value = "${auth.app.secret:}")
-    private String appSecret;
-
-    @Value(value = "${auth.app.key:}")
-    private String appKey;
-
-    @Value(value = "${auth.oa.url:}")
-    private String tppOaUrl;
-
-}

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

@@ -42,6 +42,17 @@ public abstract class AuthenticationInterceptor implements HandlerInterceptor {
         return excludePaths.stream().anyMatch(uri::startsWith);
     }
 
+    protected boolean isIncludedUri(String uri) {
+        String includePathStr = authenticationConfig.getIncludePath();
+        if (Strings.isEmpty(includePathStr)) {
+            return false;
+        }
+        List<String> includePaths = Arrays.asList(includePathStr.split(","));
+        if (CollectionUtils.isEmpty(includePaths)) {
+            return false;
+        }
+        return includePaths.stream().anyMatch(uri::startsWith);
+    }
 
     protected boolean isInternalRequest(HttpServletRequest request) {
         String internal = request.getHeader(UserConstants.INTERNAL);

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

@@ -46,6 +46,10 @@ public class DefaultAuthenticationInterceptor extends AuthenticationInterceptor
         }
 
         String uri = request.getServletPath();
+        if (!isIncludedUri(uri)) {
+            return true;
+        }
+
         if (isExcludedUri(uri)) {
             return true;
         }

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

@@ -1,11 +1,12 @@
 package com.tencent.supersonic.auth.authentication.interceptor;
 
-import java.util.List;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.core.io.support.SpringFactoriesLoader;
 import org.springframework.web.servlet.config.annotation.InterceptorRegistry;
 import org.springframework.web.servlet.config.annotation.WebMvcConfigurer;
 
+import java.util.List;
+
 @Configuration
 public class InterceptorFactory implements WebMvcConfigurer {
 

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/persistence/dataobject/UserDO.java

@@ -1,7 +1,6 @@
 package com.tencent.supersonic.auth.authentication.persistence.dataobject;
 
 public class UserDO {
-
     /**
      * 
      */
@@ -28,6 +27,12 @@ public class UserDO {
     private String email;
 
     /**
+     * 
+     */
+    private Integer isAdmin;
+
+    /**
+     * 
      * @return id 
      */
     public Long getId() {
@@ -35,6 +40,7 @@ public class UserDO {
     }
 
     /**
+     * 
      * @param id 
      */
     public void setId(Long id) {
@@ -42,6 +48,7 @@ public class UserDO {
     }
 
     /**
+     * 
      * @return name 
      */
     public String getName() {
@@ -49,6 +56,7 @@ public class UserDO {
     }
 
     /**
+     * 
      * @param name 
      */
     public void setName(String name) {
@@ -56,6 +64,7 @@ public class UserDO {
     }
 
     /**
+     * 
      * @return password 
      */
     public String getPassword() {
@@ -63,6 +72,7 @@ public class UserDO {
     }
 
     /**
+     * 
      * @param password 
      */
     public void setPassword(String password) {
@@ -70,6 +80,7 @@ public class UserDO {
     }
 
     /**
+     * 
      * @return display_name 
      */
     public String getDisplayName() {
@@ -77,6 +88,7 @@ public class UserDO {
     }
 
     /**
+     * 
      * @param displayName 
      */
     public void setDisplayName(String displayName) {
@@ -84,6 +96,7 @@ public class UserDO {
     }
 
     /**
+     * 
      * @return email 
      */
     public String getEmail() {
@@ -91,9 +104,26 @@ public class UserDO {
     }
 
     /**
+     * 
      * @param email 
      */
     public void setEmail(String email) {
         this.email = email == null ? null : email.trim();
     }
+
+    /**
+     * 
+     * @return is_admin 
+     */
+    public Integer getIsAdmin() {
+        return isAdmin;
+    }
+
+    /**
+     * 
+     * @param isAdmin 
+     */
+    public void setIsAdmin(Integer isAdmin) {
+        this.isAdmin = isAdmin;
+    }
 }

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/persistence/dataobject/UserDOExample.java

@@ -4,7 +4,6 @@ import java.util.ArrayList;
 import java.util.List;
 
 public class UserDOExample {
-
     /**
      * s2_user
      */
@@ -31,6 +30,7 @@ public class UserDOExample {
     protected Integer limitEnd;
 
     /**
+     *
      * @mbg.generated
      */
     public UserDOExample() {
@@ -38,13 +38,7 @@ public class UserDOExample {
     }
 
     /**
-     * @mbg.generated
-     */
-    public String getOrderByClause() {
-        return orderByClause;
-    }
-
-    /**
+     *
      * @mbg.generated
      */
     public void setOrderByClause(String orderByClause) {
@@ -52,13 +46,15 @@ public class UserDOExample {
     }
 
     /**
+     *
      * @mbg.generated
      */
-    public boolean isDistinct() {
-        return distinct;
+    public String getOrderByClause() {
+        return orderByClause;
     }
 
     /**
+     *
      * @mbg.generated
      */
     public void setDistinct(boolean distinct) {
@@ -66,6 +62,15 @@ public class UserDOExample {
     }
 
     /**
+     *
+     * @mbg.generated
+     */
+    public boolean isDistinct() {
+        return distinct;
+    }
+
+    /**
+     *
      * @mbg.generated
      */
     public List<Criteria> getOredCriteria() {
@@ -73,6 +78,7 @@ public class UserDOExample {
     }
 
     /**
+     *
      * @mbg.generated
      */
     public void or(Criteria criteria) {
@@ -80,6 +86,7 @@ public class UserDOExample {
     }
 
     /**
+     *
      * @mbg.generated
      */
     public Criteria or() {
@@ -89,6 +96,7 @@ public class UserDOExample {
     }
 
     /**
+     *
      * @mbg.generated
      */
     public Criteria createCriteria() {
@@ -100,6 +108,7 @@ public class UserDOExample {
     }
 
     /**
+     *
      * @mbg.generated
      */
     protected Criteria createCriteriaInternal() {
@@ -108,6 +117,7 @@ public class UserDOExample {
     }
 
     /**
+     *
      * @mbg.generated
      */
     public void clear() {
@@ -117,6 +127,15 @@ public class UserDOExample {
     }
 
     /**
+     *
+     * @mbg.generated
+     */
+    public void setLimitStart(Integer limitStart) {
+        this.limitStart=limitStart;
+    }
+
+    /**
+     *
      * @mbg.generated
      */
     public Integer getLimitStart() {
@@ -124,31 +143,25 @@ public class UserDOExample {
     }
 
     /**
+     *
      * @mbg.generated
      */
-    public void setLimitStart(Integer limitStart) {
-        this.limitStart = limitStart;
+    public void setLimitEnd(Integer limitEnd) {
+        this.limitEnd=limitEnd;
     }
 
     /**
+     *
      * @mbg.generated
      */
     public Integer getLimitEnd() {
         return limitEnd;
     }
 
-    /**
-     * @mbg.generated
-     */
-    public void setLimitEnd(Integer limitEnd) {
-        this.limitEnd = limitEnd;
-    }
-
     /**
      * s2_user null
      */
     protected abstract static class GeneratedCriteria {
-
         protected List<Criterion> criteria;
 
         protected GeneratedCriteria() {
@@ -528,6 +541,66 @@ public class UserDOExample {
             addCriterion("email not between", value1, value2, "email");
             return (Criteria) this;
         }
+
+        public Criteria andIsAdminIsNull() {
+            addCriterion("is_admin is null");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminIsNotNull() {
+            addCriterion("is_admin is not null");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminEqualTo(Integer value) {
+            addCriterion("is_admin =", value, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminNotEqualTo(Integer value) {
+            addCriterion("is_admin <>", value, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminGreaterThan(Integer value) {
+            addCriterion("is_admin >", value, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminGreaterThanOrEqualTo(Integer value) {
+            addCriterion("is_admin >=", value, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminLessThan(Integer value) {
+            addCriterion("is_admin <", value, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminLessThanOrEqualTo(Integer value) {
+            addCriterion("is_admin <=", value, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminIn(List<Integer> values) {
+            addCriterion("is_admin in", values, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminNotIn(List<Integer> values) {
+            addCriterion("is_admin not in", values, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminBetween(Integer value1, Integer value2) {
+            addCriterion("is_admin between", value1, value2, "isAdmin");
+            return (Criteria) this;
+        }
+
+        public Criteria andIsAdminNotBetween(Integer value1, Integer value2) {
+            addCriterion("is_admin not between", value1, value2, "isAdmin");
+            return (Criteria) this;
+        }
     }
 
     /**
@@ -544,7 +617,6 @@ public class UserDOExample {
      * s2_user null
      */
     public static class Criterion {
-
         private String condition;
 
         private Object value;
@@ -561,6 +633,38 @@ public class UserDOExample {
 
         private String typeHandler;
 
+        public String getCondition() {
+            return condition;
+        }
+
+        public Object getValue() {
+            return value;
+        }
+
+        public Object getSecondValue() {
+            return secondValue;
+        }
+
+        public boolean isNoValue() {
+            return noValue;
+        }
+
+        public boolean isSingleValue() {
+            return singleValue;
+        }
+
+        public boolean isBetweenValue() {
+            return betweenValue;
+        }
+
+        public boolean isListValue() {
+            return listValue;
+        }
+
+        public String getTypeHandler() {
+            return typeHandler;
+        }
+
         protected Criterion(String condition) {
             super();
             this.condition = condition;
@@ -596,37 +700,5 @@ public class UserDOExample {
         protected Criterion(String condition, Object value, Object secondValue) {
             this(condition, value, secondValue, null);
         }
-
-        public String getCondition() {
-            return condition;
-        }
-
-        public Object getValue() {
-            return value;
-        }
-
-        public Object getSecondValue() {
-            return secondValue;
-        }
-
-        public boolean isNoValue() {
-            return noValue;
-        }
-
-        public boolean isSingleValue() {
-            return singleValue;
-        }
-
-        public boolean isBetweenValue() {
-            return betweenValue;
-        }
-
-        public boolean isListValue() {
-            return listValue;
-        }
-
-        public String getTypeHandler() {
-            return typeHandler;
-        }
     }
 }

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/persistence/repository/Impl/UserRepositoryImpl.java

@@ -1,10 +1,10 @@
-package com.tencent.supersonic.auth.authentication.persistence.repository.Impl;
+package com.tencent.supersonic.auth.authentication.persistence.repository.impl;
 
 
 import com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO;
 import com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample;
-import com.tencent.supersonic.auth.authentication.persistence.mapper.UserDOMapper;
 import com.tencent.supersonic.auth.authentication.persistence.repository.UserRepository;
+import com.tencent.supersonic.auth.authentication.persistence.mapper.UserDOMapper;
 import java.util.List;
 import java.util.Optional;
 import org.springframework.stereotype.Component;

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

@@ -11,12 +11,12 @@ 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.RequestMapping;
-import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.bind.annotation.PathVariable;
 
 @RestController
 @RequestMapping("/api/auth/user")

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

@@ -7,6 +7,7 @@ import com.tencent.supersonic.auth.api.authentication.service.UserService;
 import com.tencent.supersonic.auth.authentication.utils.ComponentFactory;
 import java.util.List;
 import java.util.Set;
+
 import org.springframework.stereotype.Service;
 
 @Service

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/utils/ComponentFactory.java

@@ -1,8 +1,8 @@
 package com.tencent.supersonic.auth.authentication.utils;
 
 import com.tencent.supersonic.auth.api.authentication.adaptor.UserAdaptor;
-import java.util.Objects;
 import org.springframework.core.io.support.SpringFactoriesLoader;
+import java.util.Objects;
 
 public class ComponentFactory {
 

auth/authentication/src/main/java/com/tencent/supersonic/auth/authentication/utils/UserTokenUtils.java

@@ -2,6 +2,7 @@ package com.tencent.supersonic.auth.authentication.utils;
 
 import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_ALGORITHM;
 import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_CREATE_TIME;
+import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_IS_ADMIN;
 import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_PREFIX;
 import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_TIME_OUT;
 import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_USER_DISPLAY_NAME;
@@ -9,7 +10,6 @@ import static com.tencent.supersonic.auth.api.authentication.constant.UserConsta
 import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_USER_ID;
 import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_USER_NAME;
 import static com.tencent.supersonic.auth.api.authentication.constant.UserConstants.TOKEN_USER_PASSWORD;
-
 import com.tencent.supersonic.auth.api.authentication.config.AuthenticationConfig;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.pojo.UserWithPassword;
@@ -22,9 +22,11 @@ import java.util.Date;
 import java.util.HashMap;
 import java.util.Map;
 import javax.servlet.http.HttpServletRequest;
+import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.stereotype.Component;
 
+@Slf4j
 @Component
 public class UserTokenUtils {
 
@@ -41,6 +43,7 @@ public class UserTokenUtils {
         claims.put(TOKEN_USER_PASSWORD, StringUtils.isEmpty(user.getPassword()) ? "" : user.getPassword());
         claims.put(TOKEN_USER_DISPLAY_NAME, user.getDisplayName());
         claims.put(TOKEN_CREATE_TIME, System.currentTimeMillis());
+        claims.put(TOKEN_IS_ADMIN, user.getIsAdmin());
         return generate(claims);
     }
 
@@ -51,6 +54,7 @@ public class UserTokenUtils {
         claims.put(TOKEN_USER_PASSWORD, "admin");
         claims.put(TOKEN_USER_DISPLAY_NAME, "admin");
         claims.put(TOKEN_CREATE_TIME, System.currentTimeMillis());
+        claims.put(TOKEN_IS_ADMIN, 1);
         return generate(claims);
     }
 
@@ -62,13 +66,17 @@ public class UserTokenUtils {
         String userName = String.valueOf(claims.get(TOKEN_USER_NAME));
         String email = String.valueOf(claims.get(TOKEN_USER_EMAIL));
         String displayName = String.valueOf(claims.get(TOKEN_USER_DISPLAY_NAME));
-        return User.get(userId, userName, displayName, email);
+        Integer isAdmin = claims.get(TOKEN_IS_ADMIN) == null
+                ? 0 : Integer.parseInt(claims.get(TOKEN_IS_ADMIN).toString());
+        return User.get(userId, userName, displayName, email, isAdmin);
     }
 
     public UserWithPassword getUserWithPassword(HttpServletRequest request) {
         String token = request.getHeader(authenticationConfig.getTokenHttpHeaderKey());
         if (StringUtils.isBlank(token)) {
-            throw new AccessException("token is blank, get user failed");
+            String message = "token is blank, get user failed";
+            log.warn("{}, uri: {}", message, request.getServletPath());
+            throw new AccessException(message);
         }
         final Claims claims = getClaims(token);
         Long userId = Long.parseLong(claims.getOrDefault(TOKEN_USER_ID, 0).toString());
@@ -76,7 +84,9 @@ public class UserTokenUtils {
         String email = String.valueOf(claims.get(TOKEN_USER_EMAIL));
         String displayName = String.valueOf(claims.get(TOKEN_USER_DISPLAY_NAME));
         String password = String.valueOf(claims.get(TOKEN_USER_PASSWORD));
-        return UserWithPassword.get(userId, userName, displayName, email, password);
+        Integer isAdmin = claims.get(TOKEN_IS_ADMIN) == null
+                ? 0 : Integer.parseInt(claims.get(TOKEN_IS_ADMIN).toString());
+        return UserWithPassword.get(userId, userName, displayName, email, password, isAdmin);
     }
 
     private Claims getClaims(String token) {

auth/authentication/src/main/resources/mapper/UserDOMapper.xml

@@ -1,159 +1,118 @@
 <?xml version="1.0" encoding="UTF-8"?>
-<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
-        "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
 <mapper namespace="com.tencent.supersonic.auth.authentication.persistence.mapper.UserDOMapper">
-    <resultMap id="BaseResultMap"
-            type="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-        <id column="id" jdbcType="BIGINT" property="id"/>
-        <result column="name" jdbcType="VARCHAR" property="name"/>
-        <result column="password" jdbcType="VARCHAR" property="password"/>
-        <result column="display_name" jdbcType="VARCHAR" property="displayName"/>
-        <result column="email" jdbcType="VARCHAR" property="email"/>
-    </resultMap>
-    <sql id="Example_Where_Clause">
-        <where>
-            <foreach collection="oredCriteria" item="criteria" separator="or">
-                <if test="criteria.valid">
-                    <trim prefix="(" prefixOverrides="and" suffix=")">
-                        <foreach collection="criteria.criteria" item="criterion">
-                            <choose>
-                                <when test="criterion.noValue">
-                                    and ${criterion.condition}
-                                </when>
-                                <when test="criterion.singleValue">
-                                    and ${criterion.condition} #{criterion.value}
-                                </when>
-                                <when test="criterion.betweenValue">
-                                    and ${criterion.condition} #{criterion.value} and
-                                    #{criterion.secondValue}
-                                </when>
-                                <when test="criterion.listValue">
-                                    and ${criterion.condition}
-                                    <foreach close=")" collection="criterion.value" item="listItem"
-                                            open="(" separator=",">
-                                        #{listItem}
-                                    </foreach>
-                                </when>
-                            </choose>
-                        </foreach>
-                    </trim>
-                </if>
+  <resultMap id="BaseResultMap" type="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
+    <result column="id" jdbcType="BIGINT" property="id" />
+    <result column="name" jdbcType="VARCHAR" property="name" />
+    <result column="password" jdbcType="VARCHAR" property="password" />
+    <result column="display_name" jdbcType="VARCHAR" property="displayName" />
+    <result column="email" jdbcType="VARCHAR" property="email" />
+    <result column="is_admin" jdbcType="INTEGER" property="isAdmin" />
+  </resultMap>
+  <sql id="Example_Where_Clause">
+    <where>
+      <foreach collection="oredCriteria" item="criteria" separator="or">
+        <if test="criteria.valid">
+          <trim prefix="(" prefixOverrides="and" suffix=")">
+            <foreach collection="criteria.criteria" item="criterion">
+              <choose>
+                <when test="criterion.noValue">
+                  and ${criterion.condition}
+                </when>
+                <when test="criterion.singleValue">
+                  and ${criterion.condition} #{criterion.value}
+                </when>
+                <when test="criterion.betweenValue">
+                  and ${criterion.condition} #{criterion.value} and #{criterion.secondValue}
+                </when>
+                <when test="criterion.listValue">
+                  and ${criterion.condition}
+                  <foreach close=")" collection="criterion.value" item="listItem" open="(" separator=",">
+                    #{listItem}
+                  </foreach>
+                </when>
+              </choose>
             </foreach>
-        </where>
-    </sql>
-    <sql id="Base_Column_List">
-        id
-        , name, password, display_name, email
-    </sql>
-    <select id="selectByExample"
-            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample"
-            resultMap="BaseResultMap">
-        select
-        <if test="distinct">
-            distinct
+          </trim>
         </if>
-        <include refid="Base_Column_List"/>
-        from s2_user
-        <if test="_parameter != null">
-            <include refid="Example_Where_Clause"/>
-        </if>
-        <if test="orderByClause != null">
-            order by ${orderByClause}
-        </if>
-        <if test="limitStart != null and limitStart>=0">
-            limit #{limitStart} , #{limitEnd}
-        </if>
-    </select>
-    <select id="selectByPrimaryKey" parameterType="java.lang.Long" resultMap="BaseResultMap">
-        select
-        <include refid="Base_Column_List"/>
-        from s2_user
-        where id = #{id,jdbcType=BIGINT}
-    </select>
-    <delete id="deleteByPrimaryKey" parameterType="java.lang.Long">
-        delete
-        from s2_user
-        where id = #{id,jdbcType=BIGINT}
-    </delete>
-    <insert id="insert"
-            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-        insert into s2_user (id, name, password,
-                             display_name, email)
-        values (#{id,jdbcType=BIGINT}, #{name,jdbcType=VARCHAR}, #{password,jdbcType=VARCHAR},
-                #{displayName,jdbcType=VARCHAR}, #{email,jdbcType=VARCHAR})
-    </insert>
-    <insert id="insertSelective"
-            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-        insert into s2_user
-        <trim prefix="(" suffix=")" suffixOverrides=",">
-            <if test="id != null">
-                id,
-            </if>
-            <if test="name != null">
-                name,
-            </if>
-            <if test="password != null">
-                password,
-            </if>
-            <if test="displayName != null">
-                display_name,
-            </if>
-            <if test="email != null">
-                email,
-            </if>
-        </trim>
-        <trim prefix="values (" suffix=")" suffixOverrides=",">
-            <if test="id != null">
-                #{id,jdbcType=BIGINT},
-            </if>
-            <if test="name != null">
-                #{name,jdbcType=VARCHAR},
-            </if>
-            <if test="password != null">
-                #{password,jdbcType=VARCHAR},
-            </if>
-            <if test="displayName != null">
-                #{displayName,jdbcType=VARCHAR},
-            </if>
-            <if test="email != null">
-                #{email,jdbcType=VARCHAR},
-            </if>
-        </trim>
-    </insert>
-    <select id="countByExample"
-            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample"
-            resultType="java.lang.Long">
-        select count(*) from s2_user
-        <if test="_parameter != null">
-            <include refid="Example_Where_Clause"/>
-        </if>
-    </select>
-    <update id="updateByPrimaryKeySelective"
-            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-        update s2_user
-        <set>
-            <if test="name != null">
-                name = #{name,jdbcType=VARCHAR},
-            </if>
-            <if test="password != null">
-                password = #{password,jdbcType=VARCHAR},
-            </if>
-            <if test="displayName != null">
-                display_name = #{displayName,jdbcType=VARCHAR},
-            </if>
-            <if test="email != null">
-                email = #{email,jdbcType=VARCHAR},
-            </if>
-        </set>
-        where id = #{id,jdbcType=BIGINT}
-    </update>
-    <update id="updateByPrimaryKey"
-            parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
-        update s2_user
-        set name         = #{name,jdbcType=VARCHAR},
-            password     = #{password,jdbcType=VARCHAR},
-            display_name = #{displayName,jdbcType=VARCHAR},
-            email        = #{email,jdbcType=VARCHAR}
-        where id = #{id,jdbcType=BIGINT}
-    </update>
+      </foreach>
+    </where>
+  </sql>
+  <sql id="Base_Column_List">
+    id, name, password, display_name, email, is_admin
+  </sql>
+  <select id="selectByExample" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample" resultMap="BaseResultMap">
+    select
+    <if test="distinct">
+      distinct
+    </if>
+    <include refid="Base_Column_List" />
+    from s2_user
+    <if test="_parameter != null">
+      <include refid="Example_Where_Clause" />
+    </if>
+    <if test="orderByClause != null">
+      order by ${orderByClause}
+    </if>
+    <if test="limitStart != null and limitStart>=0">
+      limit #{limitStart} , #{limitEnd}
+    </if>
+  </select>
+  <insert id="insert" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
+    insert into s2_user (id, name, password, 
+      display_name, email, is_admin
+      )
+    values (#{id,jdbcType=BIGINT}, #{name,jdbcType=VARCHAR}, #{password,jdbcType=VARCHAR}, 
+      #{displayName,jdbcType=VARCHAR}, #{email,jdbcType=VARCHAR}, #{isAdmin,jdbcType=INTEGER}
+      )
+  </insert>
+  <insert id="insertSelective" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDO">
+    insert into s2_user
+    <trim prefix="(" suffix=")" suffixOverrides=",">
+      <if test="id != null">
+        id,
+      </if>
+      <if test="name != null">
+        name,
+      </if>
+      <if test="password != null">
+        password,
+      </if>
+      <if test="displayName != null">
+        display_name,
+      </if>
+      <if test="email != null">
+        email,
+      </if>
+      <if test="isAdmin != null">
+        is_admin,
+      </if>
+    </trim>
+    <trim prefix="values (" suffix=")" suffixOverrides=",">
+      <if test="id != null">
+        #{id,jdbcType=BIGINT},
+      </if>
+      <if test="name != null">
+        #{name,jdbcType=VARCHAR},
+      </if>
+      <if test="password != null">
+        #{password,jdbcType=VARCHAR},
+      </if>
+      <if test="displayName != null">
+        #{displayName,jdbcType=VARCHAR},
+      </if>
+      <if test="email != null">
+        #{email,jdbcType=VARCHAR},
+      </if>
+      <if test="isAdmin != null">
+        #{isAdmin,jdbcType=INTEGER},
+      </if>
+    </trim>
+  </insert>
+  <select id="countByExample" parameterType="com.tencent.supersonic.auth.authentication.persistence.dataobject.UserDOExample" resultType="java.lang.Long">
+    select count(*) from s2_user
+    <if test="_parameter != null">
+      <include refid="Example_Where_Clause" />
+    </if>
+  </select>
 </mapper>

auth/authorization/pom.xml

@@ -35,10 +35,6 @@
             <groupId>com.google.code.gson</groupId>
             <artifactId>gson</artifactId>
         </dependency>
-        <dependency>
-            <groupId>com.google.guava</groupId>
-            <artifactId>guava</artifactId>
-        </dependency>
         <dependency>
             <groupId>com.tencent.supersonic</groupId>
             <artifactId>auth-authentication</artifactId>

auth/authorization/src/main/java/com/tencent/supersonic/auth/authorization/application/AuthServiceImpl.java

@@ -2,27 +2,26 @@ package com.tencent.supersonic.auth.authorization.application;
 
 import com.google.common.base.Strings;
 import com.google.gson.Gson;
+import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.service.UserService;
-import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
 import com.tencent.supersonic.auth.api.authorization.pojo.AuthRes;
 import com.tencent.supersonic.auth.api.authorization.pojo.AuthResGrp;
-import com.tencent.supersonic.auth.api.authorization.pojo.AuthRule;
 import com.tencent.supersonic.auth.api.authorization.pojo.DimensionFilter;
 import com.tencent.supersonic.auth.api.authorization.request.QueryAuthResReq;
 import com.tencent.supersonic.auth.api.authorization.response.AuthorizedResourceResp;
 import com.tencent.supersonic.auth.api.authorization.service.AuthService;
-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 javax.servlet.http.HttpServletRequest;
+import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
+import com.tencent.supersonic.auth.api.authorization.pojo.AuthRule;
 import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.lang3.StringUtils;
 import org.springframework.jdbc.core.JdbcTemplate;
 import org.springframework.stereotype.Service;
 import org.springframework.util.CollectionUtils;
+import java.util.List;
+import java.util.Objects;
+import java.util.Set;
+import java.util.Map;
+import java.util.ArrayList;
+import java.util.stream.Collectors;
 
 @Service
 @Slf4j
@@ -33,7 +32,7 @@ public class AuthServiceImpl implements AuthService {
     private UserService userService;
 
     public AuthServiceImpl(JdbcTemplate jdbcTemplate,
-            UserService userService) {
+                           UserService userService) {
         this.jdbcTemplate = jdbcTemplate;
         this.userService = userService;
     }
@@ -48,12 +47,12 @@ public class AuthServiceImpl implements AuthService {
     public List<AuthGroup> queryAuthGroups(String modelId, Integer groupId) {
         return load().stream()
                 .filter(group -> (Objects.isNull(groupId) || groupId.equals(group.getGroupId()))
-                        && modelId.equals(group.getModelId()))
+                        && modelId.equals(group.getModelId().toString()))
                 .collect(Collectors.toList());
     }
 
     @Override
-    public void updateAuthGroup(AuthGroup group) {
+    public void addOrUpdateAuthGroup(AuthGroup group) {
         Gson g = new Gson();
         if (group.getGroupId() == null) {
             int nextGroupId = 1;
@@ -78,19 +77,16 @@ public class AuthServiceImpl implements AuthService {
 
 
     @Override
-    public AuthorizedResourceResp queryAuthorizedResources(QueryAuthResReq req, HttpServletRequest request) {
-        Set<String> userOrgIds = userService.getUserAllOrgId(req.getUser());
-        if (!CollectionUtils.isEmpty(userOrgIds)) {
-            req.setDepartmentIds(new ArrayList<>(userOrgIds));
-        }
-        List<AuthGroup> groups = getAuthGroups(req);
+    public AuthorizedResourceResp queryAuthorizedResources(QueryAuthResReq req, User user) {
+        Set<String> userOrgIds = userService.getUserAllOrgId(user.getName());
+        List<AuthGroup> groups = getAuthGroups(req.getModelIds(), user.getName(), new ArrayList<>(userOrgIds));
         AuthorizedResourceResp resource = new AuthorizedResourceResp();
-        Map<String, List<AuthGroup>> authGroupsByModelId = groups.stream()
+        Map<Long, List<AuthGroup>> authGroupsByModelId = groups.stream()
                 .collect(Collectors.groupingBy(AuthGroup::getModelId));
-        Map<String, List<AuthRes>> reqAuthRes = req.getResources().stream()
+        Map<Long, List<AuthRes>> reqAuthRes = req.getResources().stream()
                 .collect(Collectors.groupingBy(AuthRes::getModelId));
 
-        for (String modelId : reqAuthRes.keySet()) {
+        for (Long modelId : reqAuthRes.keySet()) {
             List<AuthRes> reqResourcesList = reqAuthRes.get(modelId);
             AuthResGrp rg = new AuthResGrp();
             if (authGroupsByModelId.containsKey(modelId)) {
@@ -113,7 +109,7 @@ public class AuthServiceImpl implements AuthService {
             }
         }
 
-        if (StringUtils.isNotEmpty(req.getModelId())) {
+        if (req.getModelId() != null) {
             List<AuthGroup> authGroups = authGroupsByModelId.get(req.getModelId());
             if (!CollectionUtils.isEmpty(authGroups)) {
                 for (AuthGroup group : authGroups) {
@@ -130,17 +126,17 @@ public class AuthServiceImpl implements AuthService {
         return resource;
     }
 
-    private List<AuthGroup> getAuthGroups(QueryAuthResReq req) {
+    private List<AuthGroup> getAuthGroups(List<Long> modelIds, String userName, List<String> departmentIds) {
         List<AuthGroup> groups = load().stream()
                 .filter(group -> {
-                    if (!Objects.equals(group.getModelId(), req.getModelId())) {
+                    if (CollectionUtils.isEmpty(modelIds) || !modelIds.contains(group.getModelId())) {
                         return false;
                     }
                     if (!CollectionUtils.isEmpty(group.getAuthorizedUsers()) && group.getAuthorizedUsers()
-                            .contains(req.getUser())) {
+                            .contains(userName)) {
                         return true;
                     }
-                    for (String departmentId : req.getDepartmentIds()) {
+                    for (String departmentId : departmentIds) {
                         if (!CollectionUtils.isEmpty(group.getAuthorizedDepartmentIds())
                                 && group.getAuthorizedDepartmentIds().contains(departmentId)) {
                             return true;
@@ -148,7 +144,7 @@ public class AuthServiceImpl implements AuthService {
                     }
                     return false;
                 }).collect(Collectors.toList());
-        log.info("user:{} department:{} authGroups:{}", req.getUser(), req.getDepartmentIds(), groups);
+        log.info("user:{} department:{} authGroups:{}", userName, departmentIds, groups);
         return groups;
     }
 

auth/authorization/src/main/java/com/tencent/supersonic/auth/authorization/rest/AuthController.java

@@ -1,11 +1,14 @@
 package com.tencent.supersonic.auth.authorization.rest;
 
-import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
+import com.tencent.supersonic.auth.api.authentication.pojo.User;
+import com.tencent.supersonic.auth.api.authentication.utils.UserHolder;
 import com.tencent.supersonic.auth.api.authorization.request.QueryAuthResReq;
 import com.tencent.supersonic.auth.api.authorization.response.AuthorizedResourceResp;
 import com.tencent.supersonic.auth.api.authorization.service.AuthService;
+import com.tencent.supersonic.auth.api.authorization.pojo.AuthGroup;
 import java.util.List;
 import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.PostMapping;
@@ -37,7 +40,7 @@ public class AuthController {
     @PostMapping("/createGroup")
     public void newAuthGroup(@RequestBody AuthGroup group) {
         group.setGroupId(null);
-        authService.updateAuthGroup(group);
+        authService.addOrUpdateAuthGroup(group);
     }
 
     @PostMapping("/removeGroup")
@@ -55,19 +58,20 @@ public class AuthController {
         if (group.getGroupId() == null || group.getGroupId() == 0) {
             throw new RuntimeException("groupId is empty");
         }
-        authService.updateAuthGroup(group);
+        authService.addOrUpdateAuthGroup(group);
     }
 
     /**
      * 查询有权限访问的受限资源id
      *
      * @param req
-     * @param request
      * @return
      */
     @PostMapping("/queryAuthorizedRes")
     public AuthorizedResourceResp queryAuthorizedResources(@RequestBody QueryAuthResReq req,
-            HttpServletRequest request) {
-        return authService.queryAuthorizedResources(req, request);
+                                                           HttpServletRequest request,
+                                                           HttpServletResponse response) {
+        User user = UserHolder.findUser(request, response);
+        return authService.queryAuthorizedResources(req, user);
     }
 }

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

@@ -3,11 +3,8 @@ package com.tencent.supersonic.chat.api.component;
 import com.tencent.supersonic.chat.api.pojo.QueryContext;
 
 /**
- * This interface defines the contract for a schema mapper that identifies references to schema
- * elements in natural language queries.
- *
- * The schema mapper matches queries against the knowledge base which is constructed using the
- * schema of semantic models.
+ * A schema mapper identifies references to schema elements(metrics/dimensions/entities/values)
+ * in user queries. It matches the query text against the knowledge base.
  */
 public interface SchemaMapper {
 

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

@@ -0,0 +1,13 @@
+package com.tencent.supersonic.chat.api.component;
+
+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
+ * performs correction and optimization if needed.
+ */
+public interface SemanticCorrector {
+
+    void correct(QueryReq queryReq, SemanticParseInfo semanticParseInfo);
+}

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

@@ -6,21 +6,25 @@ 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.DimensionResp;
 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.QueryDslReq;
+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;
 
 /**
- * This interface defines the contract for a semantic layer that provides a simplified and
- * consistent view of data from multiple sources.
- * The semantic layer abstracts away the complexity of the underlying data sources and provides
- * a unified view of the data that is easier to understand and use.
+ * 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
@@ -28,13 +32,15 @@ import java.util.List;
  * as proxy to a remote semantic service.
  * </p>
  */
-public interface SemanticLayer {
+public interface SemanticInterpreter {
 
     QueryResultWithSchemaResp queryByStruct(QueryStructReq queryStructReq, User user);
 
     QueryResultWithSchemaResp queryByMultiStruct(QueryMultiStructReq queryMultiStructReq, User user);
 
-    QueryResultWithSchemaResp queryByDsl(QueryDslReq queryDslReq, User user);
+    QueryResultWithSchemaResp queryByS2SQL(QueryS2SQLReq queryS2SQLReq, User user);
+
+    QueryResultWithSchemaResp queryDimValue(QueryDimValueReq queryDimValueReq, User user);
 
     List<ModelSchema> getModelSchema();
 
@@ -42,11 +48,16 @@ public interface SemanticLayer {
 
     ModelSchema getModelSchema(Long model, Boolean cacheEnable);
 
-    PageInfo<DimensionResp> getDimensionPage(PageDimensionReq pageDimensionCmd);
+    PageInfo<DimensionResp> getDimensionPage(PageDimensionReq pageDimensionReq);
 
-    PageInfo<MetricResp> getMetricPage(PageMetricReq pageMetricCmd);
+    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/component/SemanticParser.java

@@ -5,11 +5,9 @@ import com.tencent.supersonic.chat.api.pojo.ChatContext;
 import com.tencent.supersonic.chat.api.pojo.QueryContext;
 
 /**
- * This interface defines the contract for a semantic parser that can analyze natural language query
- * and extract meaning from it.
- *
- * The semantic parser uses either rule-based or model-based algorithms to identify query intent
- * and related semantic items described in the query.
+ * A semantic parser understands user queries and extracts semantic information.
+ * It could leverage either rule-based or LLM-based approach to identify query intent
+ * and extract related semantic items from the query.
  */
 public interface SemanticParser {
 

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

@@ -6,8 +6,7 @@ import com.tencent.supersonic.chat.api.pojo.response.QueryResult;
 import org.apache.calcite.sql.parser.SqlParseException;
 
 /**
- * This class defines the contract for a semantic query that executes specific type of
- * query based on the results of semantic parsing.
+ * A semantic query executes specific type of query based on the results of semantic parsing.
  */
 public interface SemanticQuery {
 
@@ -15,6 +14,10 @@ public interface SemanticQuery {
 
     QueryResult execute(User user) throws SqlParseException;
 
+    void initS2Sql(User user);
+
+    String explain(User user);
+
     SemanticParseInfo getParseInfo();
 
     void setParseInfo(SemanticParseInfo parseInfo);

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

@@ -6,6 +6,7 @@ import lombok.Data;
 public class ChatContext {
 
     private Integer chatId;
+    private Integer agentId;
     private String queryText;
     private SemanticParseInfo parseInfo = new SemanticParseInfo();
     private String user;

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

@@ -1,9 +1,15 @@
 package com.tencent.supersonic.chat.api.pojo;
 
+import com.google.common.collect.Sets;
+import com.tencent.supersonic.common.pojo.ModelRela;
+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;
-import lombok.Data;
 
 @Data
 public class ModelSchema {
@@ -12,7 +18,9 @@ public class ModelSchema {
     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<>();
 
     public SchemaElement getElement(SchemaElementType elementType, long elementID) {
         Optional<SchemaElement> element = Optional.empty();
@@ -32,6 +40,10 @@ public class ModelSchema {
                 break;
             case VALUE:
                 element = dimensionValues.stream().filter(e -> e.getId() == elementID).findFirst();
+                break;
+            case TAG:
+                element = tags.stream().filter(e -> e.getId() == elementID).findFirst();
+                break;
             default:
         }
 
@@ -42,4 +54,45 @@ public class ModelSchema {
         }
     }
 
+    public SchemaElement getElement(SchemaElementType elementType, String name) {
+        Optional<SchemaElement> element = Optional.empty();
+
+        switch (elementType) {
+            case ENTITY:
+                element = Optional.ofNullable(entity);
+                break;
+            case MODEL:
+                element = Optional.of(model);
+                break;
+            case METRIC:
+                element = metrics.stream().filter(e -> name.equals(e.getName())).findFirst();
+                break;
+            case DIMENSION:
+                element = dimensions.stream().filter(e -> name.equals(e.getName())).findFirst();
+                break;
+            case VALUE:
+                element = dimensionValues.stream().filter(e -> name.equals(e.getName())).findFirst();
+                break;
+            default:
+        }
+
+        if (element.isPresent()) {
+            return element.get();
+        } else {
+            return null;
+        }
+    }
+
+    public Set<Long> getModelClusterSet() {
+        if (CollectionUtils.isEmpty(modelRelas)) {
+            return Sets.newHashSet();
+        }
+        Set<Long> modelClusterSet = new HashSet<>();
+        modelRelas.forEach(modelRela -> {
+            modelClusterSet.add(modelRela.getToModelId());
+            modelClusterSet.add(modelRela.getFromModelId());
+        });
+        return modelClusterSet;
+    }
+
 }

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

@@ -2,11 +2,12 @@ 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 java.util.ArrayList;
-import java.util.List;
 import lombok.Data;
 import lombok.NoArgsConstructor;
 
+import java.util.ArrayList;
+import java.util.List;
+
 @Data
 @NoArgsConstructor
 public class QueryContext {
@@ -14,6 +15,7 @@ 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/RelatedSchemaElement.java

@@ -0,0 +1,19 @@
+package com.tencent.supersonic.chat.api.pojo;
+
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class RelatedSchemaElement {
+
+    private Long dimensionId;
+
+    private boolean isNecessary;
+
+}

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

@@ -1,18 +1,20 @@
 package com.tencent.supersonic.chat.api.pojo;
 
 import com.google.common.base.Objects;
-import java.io.Serializable;
-import java.util.List;
+import lombok.AllArgsConstructor;
 import lombok.Builder;
 import lombok.Data;
 import lombok.Getter;
 import lombok.NoArgsConstructor;
 
+import java.io.Serializable;
+import java.util.List;
+
 @Data
 @Getter
 @Builder
+@AllArgsConstructor
 @NoArgsConstructor
-//@AllArgsConstructor
 public class SchemaElement implements Serializable {
 
     private Long model;
@@ -22,20 +24,12 @@ public class SchemaElement implements Serializable {
     private Long useCnt;
     private SchemaElementType type;
     private List<String> alias;
+    private List<SchemaValueMap> schemaValueMaps;
+    private List<RelatedSchemaElement> relatedSchemaElements;
 
-//    public SchemaElement() {
-//    }
+    private String defaultAgg;
 
-    public SchemaElement(Long model, Long id, String name, String bizName,
-            Long useCnt, SchemaElementType type, List<String> alias) {
-        this.model = model;
-        this.id = id;
-        this.name = name;
-        this.bizName = bizName;
-        this.useCnt = useCnt;
-        this.type = type;
-        this.alias = alias;
-    }
+    private double order;
 
     @Override
     public boolean equals(Object o) {
@@ -48,12 +42,13 @@ public class SchemaElement implements Serializable {
         SchemaElement schemaElement = (SchemaElement) o;
         return Objects.equal(model, schemaElement.model) && Objects.equal(id,
                 schemaElement.id) && Objects.equal(name, schemaElement.name)
-                && Objects.equal(bizName, schemaElement.bizName) && Objects.equal(
-                useCnt, schemaElement.useCnt) && Objects.equal(type, schemaElement.type);
+                && Objects.equal(bizName, schemaElement.bizName)
+                && Objects.equal(type, schemaElement.type);
     }
 
     @Override
     public int hashCode() {
-        return Objects.hashCode(model, id, name, bizName, useCnt, type);
+        return Objects.hashCode(model, id, name, bizName, type);
     }
+
 }

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

@@ -6,6 +6,7 @@ public enum SchemaElementType {
     DIMENSION,
     VALUE,
     ENTITY,
+    TAG,
     ID,
     DATE
 }

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

@@ -21,6 +21,10 @@ public class SchemaMapInfo {
         return modelElementMatches;
     }
 
+    public void setModelElementMatches(Map<Long, List<SchemaElementMatch>> modelElementMatches) {
+        this.modelElementMatches = modelElementMatches;
+    }
+
     public void setMatchedElements(Long model, List<SchemaElementMatch> elementMatches) {
         modelElementMatches.put(model, elementMatches);
     }

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

@@ -0,0 +1,61 @@
+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/SchemaValueMap.java

@@ -0,0 +1,24 @@
+package com.tencent.supersonic.chat.api.pojo;
+
+import java.util.ArrayList;
+import java.util.List;
+import lombok.Data;
+
+@Data
+public class SchemaValueMap {
+
+    /**
+     * dimension value in db
+     */
+    private String techName;
+
+    /**
+     * dimension value for result show
+     */
+    private String bizName;
+
+    /**
+     * dimension value for user query
+     */
+    private List<String> alias = new ArrayList<>();
+}

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

@@ -0,0 +1,22 @@
+package com.tencent.supersonic.chat.api.pojo;
+
+import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@AllArgsConstructor
+@NoArgsConstructor
+@Builder
+public class SemanticCorrectInfo {
+
+    private QueryFilters queryFilters;
+
+    private SemanticParseInfo parseInfo;
+
+    private String sql;
+
+    private String preSql;
+}

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

@@ -2,9 +2,16 @@ package com.tencent.supersonic.chat.api.pojo;
 
 
 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.QueryType;
 import com.tencent.supersonic.common.pojo.enums.AggregateTypeEnum;
+import com.tencent.supersonic.common.pojo.enums.FilterType;
+import lombok.Data;
+
 import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.HashMap;
@@ -13,39 +20,55 @@ import java.util.List;
 import java.util.Map;
 import java.util.Set;
 import java.util.TreeSet;
-import lombok.Data;
 
 @Data
 public class SemanticParseInfo {
 
+    private Integer id;
     private String queryMode;
-    private SchemaElement model;
+    private ModelCluster model = new ModelCluster();
     private Set<SchemaElement> metrics = new TreeSet<>(new SchemaNameLengthComparator());
     private Set<SchemaElement> dimensions = new LinkedHashSet();
     private SchemaElement entity;
     private AggregateTypeEnum aggType = AggregateTypeEnum.NONE;
+    private FilterType filterType = FilterType.UNION;
     private Set<QueryFilter> dimensionFilters = new LinkedHashSet();
     private Set<QueryFilter> metricFilters = new LinkedHashSet();
     private Set<Order> orders = new LinkedHashSet();
     private DateConf dateInfo;
     private Long limit;
-    private Boolean nativeQuery = false;
     private double score;
     private List<SchemaElementMatch> elementMatches = new ArrayList<>();
     private Map<String, Object> properties = new HashMap<>();
+    private EntityInfo entityInfo;
+    private SqlInfo sqlInfo = new SqlInfo();
+    private QueryType queryType = QueryType.OTHER;
 
-    public Long getModelId() {
-        return model != null ? model.getId() : 0L;
+    public String getModelClusterKey() {
+        if (model == null) {
+            return "";
+        }
+        return model.getKey();
     }
 
     public String getModelName() {
-        return model != null ? model.getName() : "null";
+        if (model == null) {
+            return "";
+        }
+        return model.getName();
     }
 
     private static class SchemaNameLengthComparator implements Comparator<SchemaElement> {
 
         @Override
         public int compare(SchemaElement o1, SchemaElement o2) {
+            if (o1.getOrder() != o2.getOrder()) {
+                if (o1.getOrder() < o2.getOrder()) {
+                    return -1;
+                } else {
+                    return 1;
+                }
+            }
             int len1 = o1.getName().length();
             int len2 = o2.getName().length();
             if (len1 != len2) {
@@ -63,4 +86,26 @@ public class SemanticParseInfo {
         return metrics;
     }
 
+    private Map<Long, Integer> getModelElementCountMap() {
+        Map<Long, Integer> elementCountMap = new HashMap<>();
+        elementMatches.forEach(element -> {
+            int count = elementCountMap.getOrDefault(element.getElement().getModel(), 0);
+            elementCountMap.put(element.getElement().getModel(), count + 1);
+        });
+        return elementCountMap;
+    }
+
+    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;
+    }
+
 }

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

@@ -1,9 +1,14 @@
 package com.tencent.supersonic.chat.api.pojo;
 
+import org.springframework.util.CollectionUtils;
+
 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;
 
 public class SemanticSchema implements Serializable {
@@ -18,6 +23,64 @@ public class SemanticSchema implements Serializable {
         modelSchemaList.add(schema);
     }
 
+    public SchemaElement getElement(SchemaElementType elementType, long elementID) {
+        Optional<SchemaElement> element = Optional.empty();
+
+        switch (elementType) {
+            case ENTITY:
+                element = getElementsById(elementID, getEntities());
+                break;
+            case MODEL:
+                element = getElementsById(elementID, getModels());
+                break;
+            case METRIC:
+                element = getElementsById(elementID, getMetrics());
+                break;
+            case DIMENSION:
+                element = getElementsById(elementID, getDimensions());
+                break;
+            case VALUE:
+                element = getElementsById(elementID, getDimensionValues());
+                break;
+            default:
+        }
+
+        if (element.isPresent()) {
+            return element.get();
+        } else {
+            return null;
+        }
+    }
+
+    public SchemaElement getElementByName(SchemaElementType elementType, String name) {
+        Optional<SchemaElement> element = Optional.empty();
+
+        switch (elementType) {
+            case ENTITY:
+                element = getElementsByName(name, getEntities());
+                break;
+            case MODEL:
+                element = getElementsByName(name, getModels());
+                break;
+            case METRIC:
+                element = getElementsByName(name, getMetrics());
+                break;
+            case DIMENSION:
+                element = getElementsByName(name, getDimensions());
+                break;
+            case VALUE:
+                element = getElementsByName(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));
@@ -35,21 +98,84 @@ public class SemanticSchema implements Serializable {
         return dimensions;
     }
 
+    public List<SchemaElement> getDimensions(Set<Long> modelIds) {
+        List<SchemaElement> dimensions = getDimensions();
+        return getElementsByModelId(modelIds, dimensions);
+    }
+
+    public SchemaElement getDimensions(Long id) {
+        List<SchemaElement> dimensions = getDimensions();
+        Optional<SchemaElement> dimension = getElementsById(id, dimensions);
+        return dimension.orElse(null);
+    }
+
+    public List<SchemaElement> getTags() {
+        List<SchemaElement> tags = new ArrayList<>();
+        modelSchemaList.stream().forEach(d -> tags.addAll(d.getTags()));
+        return tags;
+    }
+
+    public List<SchemaElement> getTags(Set<Long> modelIds) {
+        List<SchemaElement> tags = new ArrayList<>();
+        modelSchemaList.stream().filter(schemaElement -> modelIds.contains(schemaElement.getModel()))
+                .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()));
         return metrics;
     }
 
+    public List<SchemaElement> getMetrics(Set<Long> modelIds) {
+        List<SchemaElement> metrics = getMetrics();
+        return getElementsByModelId(modelIds, metrics);
+    }
+
+    public List<SchemaElement> getEntities() {
+        List<SchemaElement> entities = new ArrayList<>();
+        modelSchemaList.stream().forEach(d -> entities.add(d.getEntity()));
+        return entities;
+    }
+
+    private List<SchemaElement> getElementsByModelId(Set<Long> modelIds, List<SchemaElement> elements) {
+        return elements.stream()
+                .filter(schemaElement -> modelIds.contains(schemaElement.getModel()))
+                .collect(Collectors.toList());
+    }
+
+    private Optional<SchemaElement> getElementsById(Long id, List<SchemaElement> elements) {
+        return elements.stream()
+                .filter(schemaElement -> id.equals(schemaElement.getId()))
+                .findFirst();
+    }
+
+    private Optional<SchemaElement> getElementsByName(String name, List<SchemaElement> elements) {
+        return elements.stream()
+                .filter(schemaElement -> name.equals(schemaElement.getName()))
+                .findFirst();
+    }
+
     public List<SchemaElement> getModels() {
         List<SchemaElement> models = new ArrayList<>();
         modelSchemaList.stream().forEach(d -> models.add(d.getModel()));
         return models;
     }
 
-    public List<SchemaElement> getEntities() {
-        List<SchemaElement> entities = new ArrayList<>();
-        modelSchemaList.stream().forEach(d -> entities.add(d.getEntity()));
-        return entities;
+    public Map<String, String> getBizNameToName(Set<Long> modelIds) {
+        List<SchemaElement> allElements = new ArrayList<>();
+        allElements.addAll(getDimensions(modelIds));
+        allElements.addAll(getMetrics(modelIds));
+        return allElements.stream()
+                .collect(Collectors.toMap(SchemaElement::getBizName, SchemaElement::getName, (k1, k2) -> k1));
+    }
+
+    public Map<Long, ModelSchema> getModelSchemaMap() {
+        if (CollectionUtils.isEmpty(modelSchemaList)) {
+            return new HashMap<>();
+        }
+        return modelSchemaList.stream().collect(Collectors.toMap(modelSchema
+                -> modelSchema.getModel().getModel(), modelSchema -> modelSchema));
     }
 }

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

@@ -1,8 +1,9 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
-import java.util.List;
 import lombok.Data;
 
+import java.util.List;
+
 @Data
 public class ChatAggConfigReq {
 

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

@@ -1,10 +1,12 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
 import com.tencent.supersonic.common.pojo.enums.StatusEnum;
-import java.util.List;
+
 import lombok.Data;
 import lombok.ToString;
 
+import java.util.List;
+
 /**
  * extended information command about model
  */
@@ -30,6 +32,11 @@ public class ChatConfigBaseReq {
      */
     private List<RecommendedQuestionReq> recommendedQuestions;
 
+    /**
+     *  the llm examples about the model
+     */
+    private String llmExamples;
+
     /**
      * available status
      */

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

@@ -2,9 +2,10 @@ package com.tencent.supersonic.chat.api.pojo.request;
 
 
 import com.tencent.supersonic.common.pojo.Constants;
+import lombok.Data;
+
 import java.util.ArrayList;
 import java.util.List;
-import lombok.Data;
 
 @Data
 public class ChatDefaultConfigReq {

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

@@ -1,8 +1,9 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
-import java.util.List;
 import lombok.Data;
 
+import java.util.List;
+
 @Data
 public class ChatDetailConfigReq {
 

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

@@ -0,0 +1,23 @@
+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

@@ -0,0 +1,20 @@
+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/DimensionValueReq.java

@@ -0,0 +1,21 @@
+package com.tencent.supersonic.chat.api.pojo.request;
+
+import javax.validation.constraints.NotNull;
+import lombok.Data;
+
+@Data
+public class DimensionValueReq {
+
+    private Integer agentId;
+
+    @NotNull
+    private Long elementID;
+
+    @NotNull
+    private Long modelId;
+
+    private String bizName;
+
+    @NotNull
+    private String value;
+}

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

@@ -3,14 +3,18 @@ package com.tencent.supersonic.chat.api.pojo.request;
 
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import lombok.Builder;
 import lombok.Data;
 
+@Builder
 @Data
 public class ExecuteQueryReq {
-
     private User user;
+    private Integer agentId;
     private Integer chatId;
     private String queryText;
+    private Long queryId;
+    private Integer parseId;
     private SemanticParseInfo parseInfo;
-    private boolean saveAnswer = true;
+    private boolean saveAnswer;
 }

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

@@ -0,0 +1,13 @@
+package com.tencent.supersonic.chat.api.pojo.request;
+
+import lombok.Data;
+import lombok.ToString;
+
+@Data
+@ToString
+public class ItemNameVisibility {
+
+    private ItemNameVisibilityInfo aggVisibilityInfo;
+
+    private ItemNameVisibilityInfo detailVisibilityInfo;
+}

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

@@ -0,0 +1,23 @@
+package com.tencent.supersonic.chat.api.pojo.request;
+
+import lombok.Data;
+import lombok.ToString;
+
+import java.util.ArrayList;
+import java.util.List;
+
+
+@Data
+@ToString
+public class ItemNameVisibilityInfo {
+
+    /**
+     * invisible dimensions
+     */
+    private List<String> blackDimNameList = new ArrayList<>();
+
+    /**
+     * invisible metrics
+     */
+    private List<String> blackMetricNameList = new ArrayList<>();
+}

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

@@ -1,8 +1,9 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
+import lombok.Data;
+
 import java.util.ArrayList;
 import java.util.List;
-import lombok.Data;
 
 /**
  * advanced knowledge config

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

@@ -1,7 +1,9 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
 import com.tencent.supersonic.common.pojo.enums.TypeEnums;
+
 import javax.validation.constraints.NotNull;
+
 import lombok.Data;
 
 /**
@@ -30,6 +32,4 @@ public class KnowledgeInfoReq {
      * advanced knowledge config for single item
      */
     private KnowledgeAdvancedConfig knowledgeAdvancedConfig;
-
-
 }

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

@@ -1,6 +1,7 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
 import lombok.Data;
+import java.util.List;
 
 @Data
 public class PageQueryInfoReq {
@@ -11,27 +12,9 @@ public class PageQueryInfoReq {
 
     private String userName;
 
-    public int getPageSize() {
-        return pageSize;
-    }
+    private List<Long> ids;
 
-    public void setPageSize(int pageSize) {
-        this.pageSize = pageSize;
-    }
-
-    public int getCurrent() {
-        return current;
-    }
-
-    public void setCurrent(int current) {
-        this.current = current;
-    }
-
-    public String getUserName() {
-        return userName;
-    }
-
-    public void setUserName(String userName) {
-        this.userName = userName;
+    public Integer getLimitStart() {
+        return this.pageSize * (this.current - 1);
     }
 }

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

@@ -1,24 +1,21 @@
 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.common.pojo.DateConf;
-import com.tencent.supersonic.common.pojo.Order;
 import java.util.HashSet;
 import java.util.Set;
 import lombok.Data;
 
 @Data
 public class QueryDataReq {
-
-    String queryMode;
-    SchemaElement model;
-    Set<SchemaElement> metrics = new HashSet<>();
-    Set<SchemaElement> dimensions = new HashSet<>();
-    Set<QueryFilter> dimensionFilters = new HashSet<>();
-    Set<QueryFilter> metricFilters = new HashSet<>();
-    private Set<Order> orders = new HashSet<>();
+    private User user;
+    private Set<SchemaElement> metrics = new HashSet<>();
+    private Set<SchemaElement> dimensions = new HashSet<>();
+    private Set<QueryFilter> dimensionFilters = new HashSet<>();
+    private Set<QueryFilter> metricFilters = new HashSet<>();
     private DateConf dateInfo;
-    private Long limit;
-    private Boolean nativeQuery = false;
+    private Long queryId;
+    private Integer parseId;
 }

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

@@ -1,7 +1,7 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
-import com.tencent.supersonic.semantic.api.query.enums.FilterOperatorEnum;
-import java.util.Objects;
+import com.google.common.base.Objects;
+import com.tencent.supersonic.common.pojo.enums.FilterOperatorEnum;
 import lombok.Data;
 import lombok.ToString;
 
@@ -19,6 +19,8 @@ public class QueryFilter {
 
     private Long elementID;
 
+    private String function;
+
     @Override
     public boolean equals(Object o) {
         if (this == o) {
@@ -27,14 +29,15 @@ public class QueryFilter {
         if (o == null || getClass() != o.getClass()) {
             return false;
         }
-        QueryFilter filter = (QueryFilter) o;
-        return Objects.equals(bizName, filter.bizName) && Objects.equals(name, filter.name)
-                && operator == filter.operator && Objects.equals(value, filter.value) && Objects.equals(
-                elementID, filter.elementID);
+        QueryFilter that = (QueryFilter) o;
+        return Objects.equal(bizName, that.bizName) && Objects.equal(name,
+                that.name) && operator == that.operator && Objects.equal(value, that.value)
+                && Objects.equal(elementID, that.elementID) && Objects.equal(
+                function, that.function);
     }
 
     @Override
     public int hashCode() {
-        return Objects.hash(bizName, name, operator, value, elementID);
+        return Objects.hashCode(bizName, name, operator, value, elementID, function);
     }
 }

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

@@ -1,14 +1,13 @@
 package com.tencent.supersonic.chat.api.pojo.request;
 
+import lombok.Data;
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
-import lombok.Data;
 
 @Data
 public class QueryFilters {
-
     private List<QueryFilter> filters = new ArrayList<>();
     private Map<String, Object> params = new HashMap<>();
 }

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

@@ -5,11 +5,11 @@ import lombok.Data;
 
 @Data
 public class QueryReq {
-
     private String queryText;
     private Integer chatId;
-    private Long modelId = 0L;
+    private Long modelId;
     private User user;
     private QueryFilters queryFilters;
     private boolean saveAnswer = true;
+    private Integer agentId;
 }

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

@@ -0,0 +1,13 @@
+package com.tencent.supersonic.chat.api.pojo.request;
+
+
+import lombok.Data;
+
+@Data
+public class RecommendReq {
+
+    private Long modelId;
+
+    private Long metricId;
+
+}

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

@@ -0,0 +1,25 @@
+package com.tencent.supersonic.chat.api.pojo.request;
+
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+@Builder
+public class SolvedQueryReq {
+
+    private Long queryId;
+
+    private Integer parseId;
+
+    private String queryText;
+
+    private String modelId;
+
+    private Integer agentId;
+
+}

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

@@ -6,6 +6,5 @@ import lombok.Data;
 
 @Data
 public class AggregateInfo {
-
     private List<MetricInfo> metricInfos = new ArrayList<>();
 }

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

@@ -2,9 +2,10 @@ package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.request.KnowledgeAdvancedConfig;
 import com.tencent.supersonic.chat.api.pojo.request.KnowledgeInfoReq;
-import java.util.List;
 import lombok.Data;
 
+import java.util.List;
+
 @Data
 public class ChatAggRichConfigResp {
 

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

@@ -4,8 +4,10 @@ import com.tencent.supersonic.chat.api.pojo.request.ChatAggConfigReq;
 import com.tencent.supersonic.chat.api.pojo.request.ChatDetailConfigReq;
 import com.tencent.supersonic.chat.api.pojo.request.RecommendedQuestionReq;
 import com.tencent.supersonic.common.pojo.enums.StatusEnum;
+
 import java.util.Date;
 import java.util.List;
+
 import lombok.Data;
 
 @Data
@@ -21,6 +23,8 @@ public class ChatConfigResp {
 
     private List<RecommendedQuestionReq> recommendedQuestions;
 
+    private String llmExamples;
+
     /**
      * available status
      */

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

@@ -4,6 +4,7 @@ import com.tencent.supersonic.chat.api.pojo.request.RecommendedQuestionReq;
 import com.tencent.supersonic.common.pojo.enums.StatusEnum;
 import java.util.Date;
 import java.util.List;
+
 import lombok.Data;
 
 @Data

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

@@ -4,9 +4,10 @@ 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.common.pojo.Constants;
-import java.util.List;
 import lombok.Data;
 
+import java.util.List;
+
 @Data
 public class ChatDefaultRichConfigResp {
 

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

@@ -2,9 +2,10 @@ package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.request.KnowledgeAdvancedConfig;
 import com.tencent.supersonic.chat.api.pojo.request.KnowledgeInfoReq;
-import java.util.List;
 import lombok.Data;
 
+import java.util.List;
+
 @Data
 public class ChatDetailRichConfigResp {
 

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

@@ -0,0 +1,30 @@
+package com.tencent.supersonic.chat.api.pojo.response;
+
+import com.tencent.supersonic.common.pojo.enums.TaskStatusEnum;
+import lombok.Data;
+import lombok.ToString;
+
+import java.util.Date;
+
+@ToString
+@Data
+public class DictLatestTaskResp {
+
+    private Long dimId;
+
+    private Long id;
+
+    private String name;
+
+    private String description;
+
+    private String command;
+
+    private TaskStatusEnum status;
+
+    private String createdBy;
+
+    private Date createdAt;
+
+    private Long elapsedMs;
+}

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

@@ -1,14 +1,14 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.SchemaElement;
+
 import java.util.List;
 import lombok.Data;
 
 @Data
 public class EntityRichInfoResp {
-
     /**
-     * entity alias
+     *  entity alias
      */
     private List<String> names;
 

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

@@ -1,12 +1,13 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
+import lombok.Data;
+
 import java.io.Serializable;
 import java.util.List;
-import lombok.Data;
 
 @Data
 public class ModelInfo extends DataInfo implements Serializable {
 
     private List<String> words;
-    private String primaryEntityBizName;
+    private String primaryKey;
 }

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

@@ -1,29 +1,24 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
+import com.google.common.collect.Lists;
 import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
-import java.util.List;
-import lombok.AllArgsConstructor;
-import lombok.Builder;
 import lombok.Data;
-import lombok.Getter;
-import lombok.NoArgsConstructor;
+import java.util.List;
 
 @Data
-@Getter
-@Builder
-@NoArgsConstructor
-@AllArgsConstructor
 public class ParseResp {
-
     private Integer chatId;
     private String queryText;
+    private Long queryId;
     private ParseState state;
-    private List<SemanticParseInfo> selectedParses;
-    private List<SemanticParseInfo> candidateParses;
+    private List<SemanticParseInfo> selectedParses = Lists.newArrayList();
+    private List<SemanticParseInfo> candidateParses = Lists.newArrayList();
+    private ParseTimeCostDO parseTimeCost = new ParseTimeCostDO();
 
     public enum ParseState {
         COMPLETED,
         PENDING,
         FAILED
     }
+
 }

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

@@ -0,0 +1,15 @@
+package com.tencent.supersonic.chat.api.pojo.response;
+
+import lombok.Data;
+
+@Data
+public class ParseTimeCostDO {
+
+    private long parseStartTime;
+    private long parseTime;
+    private long sqlTime;
+
+    public ParseTimeCostDO() {
+        this.parseStartTime = System.currentTimeMillis();
+    }
+}

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

@@ -0,0 +1,11 @@
+package com.tencent.supersonic.chat.api.pojo.response;
+
+import lombok.Data;
+
+import java.util.List;
+
+@Data
+public class QueryRecallResp {
+    private List<SolvedQueryRecallResp> solvedQueryRecallRespList;
+    private Long queryTimeCost;
+}

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

@@ -1,6 +1,8 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 import java.util.Date;
+import java.util.List;
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
 import lombok.Data;
 
 @Data
@@ -13,4 +15,5 @@ public class QueryResp {
     private String feedback;
     private String queryText;
     private QueryResult queryResult;
+    private List<SemanticParseInfo> parseInfos;
 }

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

@@ -21,4 +21,5 @@ public class QueryResult {
     private SemanticParseInfo chatContext;
     private Object response;
     private List<Map<String, Object>> queryResults;
+    private Long queryTimeCost;
 }

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

@@ -1,14 +1,14 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.request.RecommendedQuestionReq;
-import java.util.List;
 import lombok.AllArgsConstructor;
 import lombok.Data;
 
+import java.util.List;
+
 @Data
 @AllArgsConstructor
 public class RecommendQuestionResp {
-
     private Long modelId;
     private List<RecommendedQuestionReq> recommendedQuestions;
 }

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

@@ -1,12 +1,12 @@
 package com.tencent.supersonic.chat.api.pojo.response;
 
 import com.tencent.supersonic.chat.api.pojo.SchemaElement;
-import java.util.List;
 import lombok.Data;
 
+import java.util.List;
+
 @Data
 public class RecommendResp {
-
     private List<SchemaElement> dimensions;
     private List<SchemaElement> metrics;
 }

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

@@ -3,6 +3,7 @@ package com.tencent.supersonic.chat.api.pojo.response;
 import java.util.List;
 import lombok.Data;
 
+
 @Data
 public class SearchResp {