diff --git a/.github/workflows/auto-pr-review.yml b/.github/workflows/auto-pr-review.yml
index 6a585355f..8e4f3d7f7 100644
--- a/.github/workflows/auto-pr-review.yml
+++ b/.github/workflows/auto-pr-review.yml
@@ -15,7 +15,7 @@
# specific language governing permissions and limitations
# under the License.
-name: "Auto PR Commenter"
+name: "Auto PR AI Review"
on:
pull_request_target:
diff --git a/content/cn/docs/guides/backup-restore.md b/content/cn/docs/guides/backup-restore.md
index 495587f0f..93e5b06bb 100644
--- a/content/cn/docs/guides/backup-restore.md
+++ b/content/cn/docs/guides/backup-restore.md
@@ -1,7 +1,7 @@
---
title: "Backup Restore"
linkTitle: "备份 & 恢复"
-weight: 4
+weight: 5
---
## 描述
diff --git a/content/cn/docs/guides/faq.md b/content/cn/docs/guides/faq.md
index 45986bf58..d658fdddc 100644
--- a/content/cn/docs/guides/faq.md
+++ b/content/cn/docs/guides/faq.md
@@ -1,7 +1,7 @@
---
title: "FAQ"
linkTitle: "FAQ"
-weight: 5
+weight: 6
---
- 如何选择后端存储? 选 RocksDB 还是 Cassandra 还是 Hbase 还是 Mysql?
diff --git a/content/cn/docs/guides/security.md b/content/cn/docs/guides/security.md
index 0f71ff169..a1bdf20c5 100644
--- a/content/cn/docs/guides/security.md
+++ b/content/cn/docs/guides/security.md
@@ -1,7 +1,7 @@
---
title: "报告安全问题"
linkTitle: "安全公告"
-weight: 6
+weight: 7
---
## 报告 Apache HugeGraph 的安全问题
diff --git a/content/cn/docs/guides/toolchain-local-test.md b/content/cn/docs/guides/toolchain-local-test.md
new file mode 100644
index 000000000..b2d4e29fb
--- /dev/null
+++ b/content/cn/docs/guides/toolchain-local-test.md
@@ -0,0 +1,443 @@
+---
+title: "HugeGraph工具链本地测试指南"
+linkTitle: "Toolchain本地测试"
+weight: 4
+---
+
+本指南帮助开发者在本地运行 HugeGraph 工具链测试。
+
+## 1. 核心概念
+
+### 1.1 核心依赖:HugeGraph Server
+
+**工具链的集成测试和功能测试都依赖 HugeGraph Server**,包括 Client、Loader、Hubble、Spark Connector、Tools 等组件。
+
+### 1.2 测试类型
+
+- **单元测试 (Unit Tests)**:测试单个函数/方法,不依赖外部服务
+- **API 测试 (ApiTestSuite)**:测试 API 接口,需要运行中的 HugeGraph Server
+- **功能测试 (FuncTestSuite)**:端到端测试,需要完整的系统环境
+
+## 2. 环境准备
+
+### 2.1 系统要求
+
+- **操作系统**:Linux / macOS(Windows 使用 WSL2)
+- **JDK**:>= 11,配置好 `JAVA_HOME`
+- **Maven**:>= 3.5
+- **Python**:>= 3.11(仅 Hubble 测试需要)
+
+### 2.2 克隆代码
+
+```bash
+git clone https://github.com/${GITHUB_USER_NAME}/hugegraph-toolchain.git
+cd hugegraph-toolchain
+```
+
+## 3. 部署测试环境
+
+### 方式选择
+
+- **脚本部署(推荐)**:通过指定 Commit ID 精确控制 Server 版本,避免接口不兼容
+- **Docker 部署**:快速启动,但可能版本滞后导致测试失败
+
+> 详细安装说明参考 [社区文档](https://hugegraph.apache.org/cn/docs/quickstart/hugegraph/hugegraph-server/)
+
+### 3.1 脚本部署(推荐)
+
+#### 参数说明
+
+- **`$COMMIT_ID`**:指定 Server 源码的 Git Commit ID
+- **`$DB_DATABASE` / `$DB_PASS`**:Loader JDBC 测试用的 MySQL 数据库名和密码
+
+#### 部署步骤
+
+**1. 安装 HugeGraph Server**
+
+```bash
+# 设置版本
+export COMMIT_ID="master" # 或特定 commit hash,如 "8b90977"
+
+# 执行安装(脚本位于 /assembly/travis/ 目录)
+hugegraph-client/assembly/travis/install-hugegraph-from-source.sh $COMMIT_ID
+```
+
+- 默认端口:http 8080, https 8443
+- 确保端口未被占用
+
+**2. 安装可选依赖**
+
+```bash
+# Hadoop (仅 Loader HDFS 测试需要)
+hugegraph-loader/assembly/travis/install-hadoop.sh
+
+# MySQL (仅 Loader JDBC 测试需要)
+hugegraph-loader/assembly/travis/install-mysql.sh $DB_DATABASE $DB_PASS
+```
+
+**3. 健康检查**
+
+```bash
+curl http://localhost:8080/graphs
+# 返回 {"graphs":["hugegraph"]} 表示成功
+```
+
+### 3.2 Docker 部署
+
+> **注意**:Docker 镜像可能版本滞后,如遇兼容性问题请使用脚本部署
+
+#### 快速启动
+
+```bash
+docker network create hugegraph-net
+docker run -itd --name=server -p 8080:8080 --network hugegraph-net hugegraph/hugegraph:latest
+```
+
+#### docker-compose 配置(可选)
+
+完整配置示例,包含 Server、MySQL、Hadoop 服务(需要 Docker Compose V2):
+
+```yaml
+version: '3.8'
+
+services:
+ hugegraph-server:
+ image: hugegraph/hugegraph:latest # 可以替换为特定版本,或构建自己的镜像
+ container_name: hugegraph-server
+ ports:
+ - "8080:8080" # HugeGraph Server HTTP 端口
+ environment:
+ # 根据需要配置HugeGraph Server的参数,例如后端存储
+ - HUGEGRAPH_SERVER_OPTIONS="-Dstore.backend=rocksdb"
+ volumes:
+ # 如果需要持久化数据或挂载配置文件,可以在这里添加卷
+ # - ./hugegraph-data:/opt/hugegraph/data
+ healthcheck:
+ test: ["CMD-SHELL", "curl -f http://localhost:8080/graphs || exit 1"]
+ interval: 5s
+ timeout: 3s
+ retries: 5
+ networks:
+ - hugegraph-net
+
+ # 如果需要hugegraph-loader的JDBC测试,可以添加以下服务
+ # mysql:
+ # image: mysql:5.7
+ # container_name: mysql-db
+ # environment:
+ # MYSQL_ROOT_PASSWORD: ${DB_PASS:-your_mysql_root_password} # 从环境变量读取,或使用默认值
+ # MYSQL_DATABASE: ${DB_DATABASE:-hugegraph_test_db} # 从环境变量读取,或使用默认值
+ # ports:
+ # - "3306:3306"
+ # volumes:
+ # - ./mysql-data:/var/lib/mysql # 数据持久化
+ # healthcheck:
+ # test: ["CMD", "mysqladmin", "ping", "-h", "localhost", "-p${DB_PASS:-your_mysql_root_password}"]
+ # interval: 5s
+ # timeout: 3s
+ # retries: 5
+ # networks:
+ # - hugegraph-net
+
+ # 如果需要hugegraph-loader的Hadoop/HDFS测试,可以添加以下服务
+ # namenode:
+ # image: johannestang/hadoop-namenode:2.0.0-hadoop2.8.5-java8
+ # container_name: namenode
+ # ports:
+ # - "0.0.0.0:9870:9870"
+ # - "0.0.0.0:8020:8020"
+ # environment:
+ # - CLUSTER_NAME=test-cluster
+ # - HDFS_NAMENODE_USER=root
+ # - HADOOP_CONF_DIR=/hadoop/etc/hadoop
+ # volumes:
+ # - ./config/core-site.xml:/hadoop/etc/hadoop/core-site.xml
+ # - ./config/hdfs-site.xml:/hadoop/etc/hadoop/hdfs-site.xml
+ # - namenode_data:/hadoop/dfs/name
+ # command: bash -c "if [ ! -d /hadoop/dfs/name/current ]; then hdfs namenode -format; fi && /entrypoint.sh"
+ # healthcheck:
+ # test: ["CMD", "hdfs", "dfsadmin", "-report"]
+ # interval: 5s
+ # timeout: 3s
+ # retries: 5
+ # networks:
+ # - hugegraph-net
+
+ # datanode:
+ # image: johannestang/hadoop-datanode:2.0.0-hadoop2.8.5-java8
+ # container_name: datanode
+ # depends_on:
+ # - namenode
+ # environment:
+ # - CLUSTER_NAME=test-cluster
+ # - HDFS_DATANODE_USER=root
+ # - HADOOP_CONF_DIR=/hadoop/etc/hadoop
+ # volumes:
+ # - ./config/core-site.xml:/hadoop/etc/hadoop/core-site.xml
+ # - ./config/hdfs-site.xml:/hadoop/etc/hadoop/hdfs-site.xml
+ # - datanode_data:/hadoop/dfs/data
+ # healthcheck:
+ # test: ["CMD", "hdfs", "dfsadmin", "-report"]
+ # interval: 5s
+ # timeout: 3s
+ # retries: 5
+ # networks:
+ # - hugegraph-net
+
+networks:
+ hugegraph-net:
+ driver: bridge
+volumes:
+ namenode_data:
+ datanode_data:
+```
+
+#### Hadoop 配置挂载
+在与 `docker-compose.yml` 相同的目录下创建 `./config` 文件夹用于挂载 Hadoop 配置文件。如果不需要 HDFS 测试,可以跳过此步骤。
+
+📁 ./config/core-site.xml 内容:
+
+```xml
+
+
+ fs.defaultFS
+ hdfs://namenode:8020
+
+
+```
+
+📁 ./config/hdfs-site.xml 内容:
+
+```xml
+
+
+ dfs.namenode.name.dir
+ /hadoop/hdfs/name
+
+
+ dfs.datanode.data.dir
+ /hadoop/hdfs/data
+
+
+ dfs.permissions.superusergroup
+ hadoop
+
+
+ dfs.support.append
+ true
+
+
+```
+
+#### Docker 操作
+
+```bash
+# 启动服务
+docker compose up -d
+
+# 检查状态
+docker compose ps
+lsof -i:8080 # Server
+lsof -i:8020 # Hadoop
+lsof -i:3306 # MySQL
+
+# 停止服务
+docker compose down
+```
+
+## 4. 运行测试
+
+各工具的测试流程:
+
+
+

+
+
+### 4.1 hugegraph-client
+
+#### 编译
+
+```bash
+mvn -e compile -pl hugegraph-client -Dmaven.javadoc.skip=true -ntp
+```
+
+#### 依赖服务
+
+启动 HugeGraph Server(参考 [第3节](#3-部署测试环境))
+
+##### Server 鉴权配置
+
+> **注意**:Docker 镜像 <= 1.5.0 不支持鉴权测试,需 1.6.0+
+
+ApiTest 需要鉴权配置,使用脚本安装可跳过。使用 Docker 需手动配置:
+
+```bash
+# 1. 修改鉴权模式
+cp conf/rest-server.properties conf/rest-server.properties.backup
+sed -i '/^auth.authenticator=/c\auth.authenticator=org.apache.hugegraph.auth.StandardAuthenticator' conf/rest-server.properties
+grep auth.authenticator conf/rest-server.properties
+
+# 2. 设置密码
+# 注:测试代码中默认使用 "pa" 作为密码,设置时需与测试保持一致
+bin/stop-hugegraph.sh
+export PASSWORD="pa" # 设置为测试默认密码
+echo -e "${PASSWORD}" | bin/init-store.sh
+bin/start-hugegraph.sh
+```
+
+#### 运行测试
+
+```bash
+# 检查环境
+curl http://localhost:8080/graphs # 应返回 {"graphs":["hugegraph"]}
+curl -u admin:pa http://localhost:8080/graphs # 鉴权测试(密码 pa 是测试默认值)
+
+# 运行测试
+cd hugegraph-client
+mvn test -Dtest=UnitTestSuite -ntp # 单元测试
+mvn test -Dtest=ApiTestSuite -ntp # API测试(需 Server)
+mvn test -Dtest=FuncTestSuite -ntp # 功能测试(需 Server)
+```
+
+> 测试失败时检查 Server 日志:`logs/hugegraph-server.log`
+
+### 4.2 hugegraph-loader
+
+#### 编译
+
+```bash
+mvn install -pl hugegraph-client,hugegraph-loader -am -Dmaven.javadoc.skip=true -DskipTests -ntp
+```
+
+#### 依赖服务
+
+- **必需**:HugeGraph Server
+- **可选**:Hadoop (HDFS 测试)、MySQL (JDBC 测试)
+
+#### 运行测试
+
+```bash
+cd hugegraph-loader
+mvn test -P unit -ntp # 单元测试
+mvn test -P file -ntp # 文件测试(需 Server)
+mvn test -P hdfs -ntp # HDFS测试(需 Server + Hadoop)
+mvn test -P jdbc -ntp # JDBC测试(需 Server + MySQL)
+mvn test -P kafka -ntp # Kafka测试(需 Server)
+```
+
+### 4.3 hugegraph-hubble
+
+#### 编译
+
+```bash
+mvn install -pl hugegraph-client,hugegraph-loader -am -Dmaven.javadoc.skip=true -DskipTests -ntp
+cd hugegraph-hubble
+mvn -e compile -Dmaven.javadoc.skip=true -ntp
+```
+
+#### 依赖服务
+
+**1. 启动 Server**(参考 [第3节](#3-部署测试环境))
+
+**2. Python 环境**
+
+```bash
+python -m venv venv
+source venv/bin/activate # Windows: venv\Scripts\activate
+python -m pip install -r hubble-dist/assembly/travis/requirements.txt
+```
+
+**3. 构建并验证**
+
+```bash
+mvn package -Dmaven.test.skip=true
+# 可选:启动验证
+cd apache-hugegraph-hubble-incubating-*/bin
+./start-hubble.sh -d && sleep 10
+curl http://localhost:8088/api/health
+./stop-hubble.sh
+```
+
+#### 运行测试
+
+```bash
+# 单元测试
+mvn test -P unit-test -pl hugegraph-hubble/hubble-be -ntp
+
+# API测试(需 Server + Hubble 运行)
+curl http://localhost:8080/graphs # 检查 Server
+curl http://localhost:8088/api/health # 检查 Hubble
+cd hugegraph-hubble/hubble-dist
+./assembly/travis/run-api-test.sh
+```
+
+### 4.4 hugegraph-spark-connector
+
+#### 编译
+
+```bash
+mvn install -pl hugegraph-client,hugegraph-spark-connector -am -Dmaven.javadoc.skip=true -DskipTests -ntp
+```
+
+#### 运行测试
+
+```bash
+cd hugegraph-spark-connector
+mvn test -ntp # 需 Server 运行
+```
+
+### 4.5 hugegraph-tools
+
+#### 编译
+
+```bash
+mvn install -pl hugegraph-client,hugegraph-tools -am -Dmaven.javadoc.skip=true -DskipTests -ntp
+```
+
+#### 运行测试
+
+```bash
+cd hugegraph-tools
+mvn test -Dtest=FuncTestSuite -ntp # 需 Server 运行
+```
+
+## 5. 常见问题
+
+### 服务连接问题
+
+**症状**:无法连接 Server/MySQL/Hadoop
+
+**排查**:
+- 确认服务已启动(Server 必须在 8080 端口)
+- 检查端口占用:`lsof -i:8080`
+- Docker 检查:`docker compose ps` 和 `docker compose logs`
+
+### 配置问题
+
+**症状**:找不到文件、参数错误
+
+**排查**:
+- 检查环境变量:`echo $COMMIT_ID`
+- 脚本权限:`chmod +x hugegraph-*/assembly/travis/*.sh`
+
+### HDFS 测试失败
+
+**排查**:
+- 确认 NameNode/DataNode 运行正常
+- 检查 Hadoop 日志
+- 验证 HDFS 连接:`hdfs dfsadmin -report`
+
+### JDBC 测试失败
+
+**排查**:
+- 确认 MySQL 运行正常
+- 验证数据库连接:`mysql -u root -p$DB_PASS`
+- 检查 MySQL 日志
+
+## 6. 参考资料
+
+* **HugeGraph GitHub 仓库**:[https://github.com/apache/hugegraph](https://github.com/apache/hugegraph)
+* **HugeGraph 工具链 GitHub 仓库**:[https://github.com/apache/hugegraph-toolchain](https://github.com/apache/hugegraph-toolchain)
+* **HugeGraph Server 官方文档**:[https://hugegraph.apache.org/cn/docs/quickstart/hugegraph/hugegraph-server/](https://hugegraph.apache.org/cn/docs/quickstart/hugegraph/hugegraph-server/)
+* **CI 脚本路径**:`.github/workflows/*-ci.yml`(HugeGraph 工具链项目中的 CI 配置文件,可作为参考)
+* **依赖服务安装脚本**:`hugegraph-*/assembly/travis/`(HugeGraph 工具链项目中用于 CI 和本地测试的安装脚本,可直接使用或作为参考)
diff --git a/content/cn/docs/images/toolchain-test-mermaid-1.png b/content/cn/docs/images/toolchain-test-mermaid-1.png
new file mode 100644
index 000000000..2ce70294b
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diff --git a/content/cn/docs/images/toolchain-test-mermaid-2.png b/content/cn/docs/images/toolchain-test-mermaid-2.png
new file mode 100644
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diff --git a/content/cn/docs/quickstart/toolchain/_index.md b/content/cn/docs/quickstart/toolchain/_index.md
index f00f7ed12..8033e0e72 100644
--- a/content/cn/docs/quickstart/toolchain/_index.md
+++ b/content/cn/docs/quickstart/toolchain/_index.md
@@ -3,3 +3,5 @@ title: "HugeGraph ToolChain"
linkTitle: "HugeGraph 工具链"
weight: 2
---
+
+> **测试指南**:如需在本地运行工具链测试,请参考 [HugeGraph 工具链本地测试指南](/cn/docs/guides/toolchain-local-test)
diff --git a/content/cn/docs/quickstart/toolchain/hugegraph-hubble.md b/content/cn/docs/quickstart/toolchain/hugegraph-hubble.md
index 64871ca1f..2167c0a72 100644
--- a/content/cn/docs/quickstart/toolchain/hugegraph-hubble.md
+++ b/content/cn/docs/quickstart/toolchain/hugegraph-hubble.md
@@ -8,6 +8,8 @@ weight: 1
> **特别注意:** 当前版本的 Hubble 还没有添加 Auth/Login 相关界面和接口和单独防护, 在下一个 Release 版 (> 1.5) 会加入,
> 请留意避免把它暴露在公网环境或不受信任的网络中,以免引起相关 SEC 问题 (另外也可以使用 **IP & 端口**白名单 + HTTPS)
+>
+> **测试指南**:如需在本地运行 Hubble 测试,请参考 [工具链本地测试指南](/cn/docs/guides/toolchain-local-test)
**HugeGraph-Hubble** 是 HugeGraph 的一站式可视化分析平台,平台涵盖了从数据建模,到数据快速导入,
再到数据的在线、离线分析、以及图的统一管理的全过程,实现了图应用的全流程向导式操作,旨在提升用户的使用流畅度,
diff --git a/content/cn/docs/quickstart/toolchain/hugegraph-loader.md b/content/cn/docs/quickstart/toolchain/hugegraph-loader.md
index b88a28ef5..0ea2b729c 100644
--- a/content/cn/docs/quickstart/toolchain/hugegraph-loader.md
+++ b/content/cn/docs/quickstart/toolchain/hugegraph-loader.md
@@ -18,7 +18,9 @@ HugeGraph-Loader 是 HugeGraph 的数据导入组件,能够将多种数据源
后面会具体说明。
-> 注意:使用 HugeGraph-Loader 需要依赖 HugeGraph Server 服务,下载和启动 Server 请参考 [HugeGraph-Server Quick Start](/cn/docs/quickstart/hugegraph/hugegraph-server)
+> **注意**:使用 HugeGraph-Loader 需要依赖 HugeGraph Server 服务,下载和启动 Server 请参考 [HugeGraph-Server Quick Start](/cn/docs/quickstart/hugegraph/hugegraph-server)
+>
+> **测试指南**:如需在本地运行 Loader 测试,请参考 [工具链本地测试指南](/cn/docs/guides/toolchain-local-test)
### 2 获取 HugeGraph-Loader
diff --git a/content/cn/docs/quickstart/toolchain/hugegraph-tools.md b/content/cn/docs/quickstart/toolchain/hugegraph-tools.md
index 7ee73208d..cd2414ed9 100644
--- a/content/cn/docs/quickstart/toolchain/hugegraph-tools.md
+++ b/content/cn/docs/quickstart/toolchain/hugegraph-tools.md
@@ -8,6 +8,8 @@ weight: 3
HugeGraph-Tools 是 HugeGraph 的自动化部署、管理和备份/还原组件。
+> **测试指南**:如需在本地运行 Tools 测试,请参考 [工具链本地测试指南](/cn/docs/guides/toolchain-local-test)
+
### 2 获取 HugeGraph-Tools
有两种方式可以获取 HugeGraph-Tools:(它被包含子 Toolchain 中)
diff --git a/content/en/docs/guides/backup-restore.md b/content/en/docs/guides/backup-restore.md
index 9506a54ce..f8ef78f5f 100644
--- a/content/en/docs/guides/backup-restore.md
+++ b/content/en/docs/guides/backup-restore.md
@@ -1,7 +1,7 @@
---
title: "Backup and Restore"
linkTitle: "Backup Restore"
-weight: 4
+weight: 5
---
## Description
diff --git a/content/en/docs/guides/faq.md b/content/en/docs/guides/faq.md
index 822920881..5dd41caf8 100644
--- a/content/en/docs/guides/faq.md
+++ b/content/en/docs/guides/faq.md
@@ -1,7 +1,7 @@
---
title: "FAQ"
linkTitle: "FAQ"
-weight: 5
+weight: 6
---
- How to choose the back-end storage? Choose RocksDB, Cassandra, ScyllaDB, Hbase or Mysql?
diff --git a/content/en/docs/guides/security.md b/content/en/docs/guides/security.md
index b24b3ef3d..5fde71379 100644
--- a/content/en/docs/guides/security.md
+++ b/content/en/docs/guides/security.md
@@ -1,7 +1,7 @@
---
title: "Security Report"
linkTitle: "Security"
-weight: 6
+weight: 7
---
## Reporting New Security Problems with Apache HugeGraph
diff --git a/content/en/docs/guides/toolchain-local-test.md b/content/en/docs/guides/toolchain-local-test.md
new file mode 100644
index 000000000..df4661825
--- /dev/null
+++ b/content/en/docs/guides/toolchain-local-test.md
@@ -0,0 +1,444 @@
+---
+title: "HugeGraph Toolchain Local Testing Guide"
+linkTitle: "Toolchain Local Testing"
+weight: 4
+---
+
+This guide helps developers run HugeGraph toolchain tests locally.
+
+## 1. Core Concepts
+
+### 1.1 Core Dependency: HugeGraph Server
+
+**Integration and functional tests of the toolchain depend on HugeGraph Server**, including Client, Loader, Hubble, Spark Connector, Tools, and other components.
+
+### 1.2 Test Types
+
+- **Unit Tests**: Test individual functions/methods, no external dependencies required
+- **API Tests (ApiTestSuite)**: Test API interfaces, requires running HugeGraph Server
+- **Functional Tests (FuncTestSuite)**: End-to-end tests, require complete system environment
+
+## 2. Environment Setup
+
+### 2.1 System Requirements
+
+- **Operating System**: Linux / macOS (Windows use WSL2)
+- **JDK**: >= 11, configure `JAVA_HOME`
+- **Maven**: >= 3.5
+- **Python**: >= 3.11 (only required for Hubble tests)
+
+### 2.2 Clone Code
+
+```bash
+git clone https://github.com/${GITHUB_USER_NAME}/hugegraph-toolchain.git
+cd hugegraph-toolchain
+```
+
+## 3. Deploy Test Environment
+
+### Deployment Options
+
+- **Script Deployment (Recommended)**: Precisely control Server version by specifying Commit ID, avoid interface incompatibility
+- **Docker Deployment**: Quick start, but may have version lag causing test failures
+
+> For detailed installation instructions, refer to [Community Documentation](https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server/)
+
+### 3.1 Script Deployment (Recommended)
+
+#### Parameter Description
+
+- **`$COMMIT_ID`**: Specify Server source code Git Commit ID
+- **`$DB_DATABASE` / `$DB_PASS`**: MySQL database name and password for Loader JDBC tests
+
+#### Deployment Steps
+
+**1. Install HugeGraph Server**
+
+```bash
+# Set version
+export COMMIT_ID="master" # Or specific commit hash, e.g. "8b90977"
+
+# Execute installation (script located in /assembly/travis/ directory)
+hugegraph-client/assembly/travis/install-hugegraph-from-source.sh $COMMIT_ID
+```
+
+- Default ports: http 8080, https 8443
+- Ensure ports are not occupied
+
+**2. Install Optional Dependencies**
+
+```bash
+# Hadoop (only required for Loader HDFS tests)
+hugegraph-loader/assembly/travis/install-hadoop.sh
+
+# MySQL (only required for Loader JDBC tests)
+hugegraph-loader/assembly/travis/install-mysql.sh $DB_DATABASE $DB_PASS
+```
+
+**3. Health Check**
+
+```bash
+curl http://localhost:8080/graphs
+# Returns {"graphs":["hugegraph"]} indicates success
+```
+
+### 3.2 Docker Deployment
+
+> **Note**: Docker images may have version lag, use script deployment if encountering compatibility issues
+
+#### Quick Start
+
+```bash
+docker network create hugegraph-net
+docker run -itd --name=server -p 8080:8080 --network hugegraph-net hugegraph/hugegraph:latest
+```
+
+#### docker-compose Configuration (Optional)
+
+Complete configuration example including Server, MySQL, Hadoop services (requires Docker Compose V2):
+
+```yaml
+version: '3.8'
+
+services:
+ hugegraph-server:
+ image: hugegraph/hugegraph:latest # Can be replaced with a specific version, or build your own image
+ container_name: hugegraph-server
+ ports:
+ - "8080:8080" # HugeGraph Server HTTP port
+ environment:
+ # Configure HugeGraph Server parameters as needed, e.g., backend storage
+ - HUGEGRAPH_SERVER_OPTIONS="-Dstore.backend=rocksdb"
+ volumes:
+ # If you need to persist data or mount configuration files, add volumes here
+ # - ./hugegraph-data:/opt/hugegraph/data
+ healthcheck:
+ test: ["CMD-SHELL", "curl -f http://localhost:8080/graphs || exit 1"]
+ interval: 10s
+ timeout: 3s
+ retries: 5
+ networks:
+ - hugegraph-net
+
+ # If you need JDBC tests for hugegraph-loader, you can add the following service
+ # mysql:
+ # image: mysql:5.7
+ # container_name: mysql-db
+ # environment:
+ # MYSQL_ROOT_PASSWORD: ${DB_PASS:-your_mysql_root_password} # Read from environment variable, or use default
+ # MYSQL_DATABASE: ${DB_DATABASE:-hugegraph_test_db} # Read from environment variable, or use default
+ # ports:
+ # - "3306:3306"
+ # volumes:
+ # - ./mysql-data:/var/lib/mysql # Data persistence
+ # healthcheck:
+ # test: ["CMD", "mysqladmin", "ping", "-h", "localhost", "-p${DB_PASS:-your_mysql_root_password}"]
+ # interval: 5s
+ # timeout: 3s
+ # retries: 5
+ # networks:
+ # - hugegraph-net
+
+ # If you need Hadoop/HDFS tests for hugegraph-loader, you can add the following services
+ # namenode:
+ # image: johannestang/hadoop-namenode:2.0.0-hadoop2.8.5-java8
+ # container_name: namenode
+ # ports:
+ # - "0.0.0.0:9870:9870"
+ # - "0.0.0.0:8020:8020"
+ # environment:
+ # - CLUSTER_NAME=test-cluster
+ # - HDFS_NAMENODE_USER=root
+ # - HADOOP_CONF_DIR=/hadoop/etc/hadoop
+ # volumes:
+ # - ./config/core-site.xml:/hadoop/etc/hadoop/core-site.xml
+ # - ./config/hdfs-site.xml:/hadoop/etc/hadoop/hdfs-site.xml
+ # - namenode_data:/hadoop/dfs/name
+ # command: bash -c "if [ ! -d /hadoop/dfs/name/current ]; then hdfs namenode -format; fi && /entrypoint.sh"
+ # healthcheck:
+ # test: ["CMD", "hdfs", "dfsadmin", "-report"]
+ # interval: 5s
+ # timeout: 3s
+ # retries: 5
+ # networks:
+ # - hugegraph-net
+
+ # datanode:
+ # image: johannestang/hadoop-datanode:2.0.0-hadoop2.8.5-java8
+ # container_name: datanode
+ # depends_on:
+ # - namenode
+ # environment:
+ # - CLUSTER_NAME=test-cluster
+ # - HDFS_DATANODE_USER=root
+ # - HADOOP_CONF_DIR=/hadoop/etc/hadoop
+ # volumes:
+ # - ./config/core-site.xml:/hadoop/etc/hadoop/core-site.xml
+ # - ./config/hdfs-site.xml:/hadoop/etc/hadoop/hdfs-site.xml
+ # - datanode_data:/hadoop/dfs/data
+ # healthcheck:
+ # test: ["CMD", "hdfs", "dfsadmin", "-report"]
+ # interval: 5s
+ # timeout: 3s
+ # retries: 5
+ # networks:
+ # - hugegraph-net
+
+networks:
+ hugegraph-net:
+ driver: bridge
+volumes:
+ namenode_data:
+ datanode_data:
+```
+
+#### Hadoop Configuration Mounts
+Create a `./config` folder in the same directory as `docker-compose.yml` to mount Hadoop configuration files. You can skip this step if HDFS testing is not required.
+
+📁 `./config/core-site.xml` content:
+
+```xml
+
+
+ fs.defaultFS
+ hdfs://namenode:8020
+
+
+```
+
+📁 `./config/hdfs-site.xml` content:
+
+```xml
+
+
+ dfs.namenode.name.dir
+ /hadoop/hdfs/name
+
+
+ dfs.datanode.data.dir
+ /hadoop/hdfs/data
+
+
+ dfs.permissions.superusergroup
+ hadoop
+
+
+ dfs.support.append
+ true
+
+
+```
+
+#### Docker Operations
+
+```bash
+# Start services
+docker compose up -d
+
+# Check status
+docker compose ps
+lsof -i:8080 # Server
+lsof -i:8020 # Hadoop
+lsof -i:3306 # MySQL
+
+# Stop services
+docker compose down
+```
+
+## 4. Run Tests
+
+Test process for each tool:
+
+
+

+
+
+
+### 4.1 hugegraph-client
+
+#### Compile
+
+```bash
+mvn -e compile -pl hugegraph-client -Dmaven.javadoc.skip=true -ntp
+```
+
+#### Dependent Services
+
+Start HugeGraph Server (refer to [Section 3](#3-deploy-test-environment))
+
+##### Server Authentication Configuration
+
+> **Note**: Docker images <= 1.5.0 don't support authentication tests, need 1.6.0+
+
+ApiTest requires authentication configuration. Skip this if using script installation. Manual configuration needed for Docker:
+
+```bash
+# 1. Modify authentication mode
+cp conf/rest-server.properties conf/rest-server.properties.backup
+sed -i '/^auth.authenticator=/c\auth.authenticator=org.apache.hugegraph.auth.StandardAuthenticator' conf/rest-server.properties
+grep auth.authenticator conf/rest-server.properties
+
+# 2. Set password
+# Note: Test code uses "pa" as default password, must match for tests to work
+bin/stop-hugegraph.sh
+export PASSWORD="pa" # Set to test default password
+echo -e "${PASSWORD}" | bin/init-store.sh
+bin/start-hugegraph.sh
+```
+
+#### Run Tests
+
+```bash
+# Check environment
+curl http://localhost:8080/graphs # Should return {"graphs":["hugegraph"]}
+curl -u admin:pa http://localhost:8080/graphs # Authentication test (pa is test default password)
+
+# Run tests
+cd hugegraph-client
+mvn test -Dtest=UnitTestSuite -ntp # Unit tests
+mvn test -Dtest=ApiTestSuite -ntp # API tests (requires Server)
+mvn test -Dtest=FuncTestSuite -ntp # Functional tests (requires Server)
+```
+
+> Check Server log if tests fail: `logs/hugegraph-server.log`
+
+### 4.2 hugegraph-loader
+
+#### Compile
+
+```bash
+mvn install -pl hugegraph-client,hugegraph-loader -am -Dmaven.javadoc.skip=true -DskipTests -ntp
+```
+
+#### Dependent Services
+
+- **Required**: HugeGraph Server
+- **Optional**: Hadoop (HDFS tests), MySQL (JDBC tests)
+
+#### Run Tests
+
+```bash
+cd hugegraph-loader
+mvn test -P unit -ntp # Unit tests
+mvn test -P file -ntp # File tests (requires Server)
+mvn test -P hdfs -ntp # HDFS tests (requires Server + Hadoop)
+mvn test -P jdbc -ntp # JDBC tests (requires Server + MySQL)
+mvn test -P kafka -ntp # Kafka tests (requires Server)
+```
+
+### 4.3 hugegraph-hubble
+
+#### Compile
+
+```bash
+mvn install -pl hugegraph-client,hugegraph-loader -am -Dmaven.javadoc.skip=true -DskipTests -ntp
+cd hugegraph-hubble
+mvn -e compile -Dmaven.javadoc.skip=true -ntp
+```
+
+#### Dependent Services
+
+**1. Start Server** (refer to [Section 3](#3-deploy-test-environment))
+
+**2. Python Environment**
+
+```bash
+python -m venv venv
+source venv/bin/activate # Windows: venv\Scripts\activate
+python -m pip install -r hubble-dist/assembly/travis/requirements.txt
+```
+
+**3. Build and Verify**
+
+```bash
+mvn package -Dmaven.test.skip=true
+# Optional: Start and verify
+cd apache-hugegraph-hubble-incubating-*/bin
+./start-hubble.sh -d && sleep 10
+curl http://localhost:8088/api/health
+./stop-hubble.sh
+```
+
+#### Run Tests
+
+```bash
+# Unit tests
+mvn test -P unit-test -pl hugegraph-hubble/hubble-be -ntp
+
+# API tests (requires Server + Hubble running)
+curl http://localhost:8080/graphs # Check Server
+curl http://localhost:8088/api/health # Check Hubble
+cd hugegraph-hubble/hubble-dist
+./assembly/travis/run-api-test.sh
+```
+
+### 4.4 hugegraph-spark-connector
+
+#### Compile
+
+```bash
+mvn install -pl hugegraph-client,hugegraph-spark-connector -am -Dmaven.javadoc.skip=true -DskipTests -ntp
+```
+
+#### Run Tests
+
+```bash
+cd hugegraph-spark-connector
+mvn test -ntp # Requires Server running
+```
+
+### 4.5 hugegraph-tools
+
+#### Compile
+
+```bash
+mvn install -pl hugegraph-client,hugegraph-tools -am -Dmaven.javadoc.skip=true -DskipTests -ntp
+```
+
+#### Run Tests
+
+```bash
+cd hugegraph-tools
+mvn test -Dtest=FuncTestSuite -ntp # Requires Server running
+```
+
+## 5. Common Issues
+
+### Service Connection Issues
+
+**Symptoms**: Cannot connect to Server/MySQL/Hadoop
+
+**Troubleshooting**:
+- Confirm services are running (Server must be on port 8080)
+- Check port usage: `lsof -i:8080`
+- Docker check: `docker compose ps` and `docker compose logs`
+
+### Configuration Issues
+
+**Symptoms**: File not found, parameter errors
+
+**Troubleshooting**:
+- Check environment variables: `echo $COMMIT_ID`
+- Script permissions: `chmod +x hugegraph-*/assembly/travis/*.sh`
+
+### HDFS Test Failures
+
+**Troubleshooting**:
+- Confirm NameNode/DataNode running normally
+- Check Hadoop logs
+- Verify HDFS connection: `hdfs dfsadmin -report`
+
+### JDBC Test Failures
+
+**Troubleshooting**:
+- Confirm MySQL running normally
+- Verify database connection: `mysql -u root -p$DB_PASS`
+- Check MySQL logs
+
+## 6. References
+
+* **HugeGraph GitHub Repository**: [https://github.com/apache/hugegraph](https://github.com/apache/hugegraph)
+* **HugeGraph Toolchain GitHub Repository**: [https://github.com/apache/hugegraph-toolchain](https://github.com/apache/hugegraph-toolchain)
+* **HugeGraph Server Official Documentation**: [https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server/](https://hugegraph.apache.org/docs/quickstart/hugegraph/hugegraph-server/)
+* **CI Script Path**: `.github/workflows/*-ci.yml` (CI configuration files in the HugeGraph toolchain project, which can be used as a reference)
+* **Dependent Service Installation Scripts**: `hugegraph-*/assembly/travis/` (Installation scripts for CI and local testing in the HugeGraph toolchain project, can be used directly or as a reference)
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diff --git a/content/en/docs/quickstart/toolchain/_index.md b/content/en/docs/quickstart/toolchain/_index.md
index 45f468c46..6c06a88cf 100644
--- a/content/en/docs/quickstart/toolchain/_index.md
+++ b/content/en/docs/quickstart/toolchain/_index.md
@@ -3,3 +3,5 @@ title: "HugeGraph ToolChain"
linkTitle: "HugeGraph ToolChain"
weight: 2
---
+
+> **Testing Guide**: For running toolchain tests locally, please refer to [HugeGraph Toolchain Local Testing Guide](/docs/guides/toolchain-local-test)
diff --git a/content/en/docs/quickstart/toolchain/hugegraph-hubble.md b/content/en/docs/quickstart/toolchain/hugegraph-hubble.md
index 26b1a7d3d..d73403f0c 100644
--- a/content/en/docs/quickstart/toolchain/hugegraph-hubble.md
+++ b/content/en/docs/quickstart/toolchain/hugegraph-hubble.md
@@ -11,6 +11,8 @@ weight: 1
> Please be careful not to expose it in a public network environment or untrusted networks to
> avoid related SEC issues (you can also use IP & port **whitelist** + HTTPS)
+> **Testing Guide**: For running HugeGraph-Hubble tests locally, please refer to [HugeGraph Toolchain Local Testing Guide](/docs/guides/toolchain-local-test)
+
**HugeGraph-Hubble** is HugeGraph's one-stop visual analysis platform. The platform covers the whole
process from data modeling, to efficient data import, to real-time and offline analysis of data, and
unified management of graphs, realizing the whole process wizard of graph application. It is designed
diff --git a/content/en/docs/quickstart/toolchain/hugegraph-loader.md b/content/en/docs/quickstart/toolchain/hugegraph-loader.md
index 8c625f36d..a8ec5ec4d 100644
--- a/content/en/docs/quickstart/toolchain/hugegraph-loader.md
+++ b/content/en/docs/quickstart/toolchain/hugegraph-loader.md
@@ -19,6 +19,8 @@ It will be explained in detail below.
> Note: HugeGraph-Loader requires HugeGraph Server service, please refer to [HugeGraph-Server Quick Start](/docs/quickstart/hugegraph/hugegraph-server) to download and start Server
+> **Testing Guide**: For running HugeGraph-Loader tests locally, please refer to [HugeGraph Toolchain Local Testing Guide](/docs/guides/toolchain-local-test)
+
### 2 Get HugeGraph-Loader
There are two ways to get HugeGraph-Loader:
diff --git a/content/en/docs/quickstart/toolchain/hugegraph-tools.md b/content/en/docs/quickstart/toolchain/hugegraph-tools.md
index 05f566b5b..c55199f8e 100644
--- a/content/en/docs/quickstart/toolchain/hugegraph-tools.md
+++ b/content/en/docs/quickstart/toolchain/hugegraph-tools.md
@@ -8,6 +8,8 @@ weight: 3
HugeGraph-Tools is an automated deployment, management and backup/restore component of HugeGraph.
+> **Testing Guide**: For running HugeGraph-Tools tests locally, please refer to [HugeGraph Toolchain Local Testing Guide](/docs/guides/toolchain-local-test)
+
### 2 Get HugeGraph-Tools
There are two ways to get HugeGraph-Tools: