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The following commit(s) were added to refs/heads/master by this push:
     new 675238b1dd [doc] update metrics storage docs to use duckdb instead of 
jpa (#4112)
675238b1dd is described below

commit 675238b1ddbc8d0b542a113f3351e899e7bc4dc0
Author: P_Peaceful <[email protected]>
AuthorDate: Wed May 13 21:47:38 2026 +0800

    [doc] update metrics storage docs to use duckdb instead of jpa (#4112)
    
    Co-authored-by: shown <[email protected]>
    Co-authored-by: Duansg <[email protected]>
---
 home/docs/start/greptime-init.md                   |  6 ++---
 home/docs/start/influxdb-init.md                   | 10 ++++-----
 home/docs/start/iotdb-init.md                      | 22 +++++++++---------
 home/docs/start/questdb-init.md                    |  6 ++---
 home/docs/start/victoria-metrics-init.md           |  8 +++----
 .../current/start/greptime-init.md                 |  8 +++----
 .../current/start/influxdb-init.md                 | 12 +++++-----
 .../current/start/iotdb-init.md                    | 26 +++++++++++-----------
 .../current/start/questdb-init.md                  | 22 +++++++++---------
 .../current/start/victoria-metrics-init.md         | 20 ++++++++---------
 .../version-1.8.0/start/greptime-init.md           |  8 +++----
 .../version-1.8.0/start/influxdb-init.md           | 12 +++++-----
 .../version-1.8.0/start/iotdb-init.md              | 26 +++++++++++-----------
 .../version-1.8.0/start/questdb-init.md            | 22 +++++++++---------
 .../version-1.8.0/start/victoria-metrics-init.md   | 20 ++++++++---------
 .../version-1.8.0/start/greptime-init.md           |  6 ++---
 .../version-1.8.0/start/influxdb-init.md           | 10 ++++-----
 .../version-1.8.0/start/iotdb-init.md              | 22 +++++++++---------
 .../version-1.8.0/start/questdb-init.md            |  6 ++---
 .../version-1.8.0/start/victoria-metrics-init.md   |  8 +++----
 20 files changed, 140 insertions(+), 140 deletions(-)

diff --git a/home/docs/start/greptime-init.md b/home/docs/start/greptime-init.md
index 623acad297..16d7564a1a 100644
--- a/home/docs/start/greptime-init.md
+++ b/home/docs/start/greptime-init.md
@@ -1,5 +1,5 @@
 ---
-id: greptime-init  
+id: greptime-init
 title: Use Time Series Database Greptime to Store Metrics Data (Recommended)
 sidebar_label: Metrics Store Greptime (Recommended)
 ---
@@ -51,7 +51,7 @@ use```$ docker ps``` to check if the database started 
successfully
    ```yaml
    warehouse:
       store:
-         jpa:
+         duckdb:
             enabled: false
          greptime:
             enabled: true
@@ -62,7 +62,7 @@ use```$ docker ps``` to check if the database started 
successfully
             password: greptime
    ```
 
-   The default database is `public`, if you specify another database name, you 
need to create it in `greptimeDB` in advance.  
+   The default database is `public`, if you specify another database name, you 
need to create it in `greptimeDB` in advance.
    eg: Create a database named `hertzbeat` with a validity period of 90 days 
SQL: `CREATE DATABASE IF NOT EXISTS hertzbeat WITH(ttl='90d')`
 
 2. Restart HertzBeat
diff --git a/home/docs/start/influxdb-init.md b/home/docs/start/influxdb-init.md
index 1efda927d3..279b85d604 100644
--- a/home/docs/start/influxdb-init.md
+++ b/home/docs/start/influxdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: influxdb-init  
-title: Use Time Series Database InfluxDB to Store Metrics Data (Optional)     
+id: influxdb-init
+title: Use Time Series Database InfluxDB to Store Metrics Data (Optional)
 sidebar_label: Metrics Store InfluxDB
 ---
 
@@ -8,7 +8,7 @@ Apache HertzBeat's historical data storage relies on the time 
series database, y
 
 > It is recommended to use VictoriaMetrics as metrics storage.
 
-**Note⚠️ Time series database is optional, but production environment 
configuration is strongly recommended to provide more complete historical chart 
functions and high performance**  
+**Note⚠️ Time series database is optional, but production environment 
configuration is strongly recommended to provide more complete historical chart 
functions and high performance**
 **⚠️ If you do not configure a time series database, only the last hour of 
historical data is retained.**
 Note⚠️ Need InfluxDB 1.x Version.
 
@@ -52,8 +52,8 @@ After the installation you can check if the Docker version 
normally output at th
    ```yaml
    warehouse:
       store:
-         # disable jpa
-         jpa:
+         # disable DuckDB
+         duckdb:
             enabled: false
          # enable influxdb
          influxdb:
diff --git a/home/docs/start/iotdb-init.md b/home/docs/start/iotdb-init.md
index 94e9d27598..0760306fdb 100644
--- a/home/docs/start/iotdb-init.md
+++ b/home/docs/start/iotdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: iotdb-init  
-title: Use Time Series Database IoTDB to Store Metrics Data (Optional)  
+id: iotdb-init
+title: Use Time Series Database IoTDB to Store Metrics Data (Optional)
 sidebar_label: Metrics Store IoTDB
 ---
 
@@ -33,7 +33,7 @@ Apache IoTDB is a software system that integrates the 
collection, storage, manag
 
    ```shell
    $ docker run -d -p 6667:6667 -p 31999:31999 -p 8181:8181 \
-       -v /opt/iotdb/data:/iotdb/data \ 
+       -v /opt/iotdb/data:/iotdb/data \
        --name iotdb \
        apache/iotdb:1.2.2-standalone
    ```
@@ -45,13 +45,13 @@ Apache IoTDB is a software system that integrates the 
collection, storage, manag
 
    Modify `hertzbeat/config/application.yml` configuration file
    Note⚠️The docker container way need to mount application.yml file locally, 
while you can use installation package way to unzip and modify 
`hertzbeat/config/application.yml`
-   Config the `warehouse.store.jpa.enabled` `false`. Replace 
`warehouse.store.iot-db` data source parameters, HOST account and password.
+   Config the `warehouse.store.duckdb.enabled` `false`. Replace 
`warehouse.store.iot-db` data source parameters, HOST account and password.
 
    ```yml
    warehouse:
      store:
-       # disable JPA
-       jpa:
+       # disable DuckDB
+       duckdb:
          enabled: false
        # enable iot-db
        iot-db:
@@ -72,8 +72,8 @@ Apache IoTDB is a software system that integrates the 
collection, storage, manag
    ```yaml
    warehouse:
      store:
-       # Disable default JPA
-       jpa:
+       # Disable default DuckDB
+       duckdb:
          enabled: false
        # Enable IoTDB
        iot-db:
@@ -117,7 +117,7 @@ Apache IoTDB is a software system that integrates the 
collection, storage, manag
 
 3. The TDengine database is installed and configured, but the page still 
displays a pop-up [Unable to provide historical chart data, please configure 
the dependent time series database]
 
-   > Please check if the configuration parameters are correct  
-   > Is td-engine enable set to true  
-   > Note⚠️If both hertzbeat and TDengine are started under the same host for 
docker containers, 127.0.0.1 cannot be used for communication between 
containers by default, and the host IP is changed  
+   > Please check if the configuration parameters are correct
+   > Is td-engine enable set to true
+   > Note⚠️If both hertzbeat and TDengine are started under the same host for 
docker containers, 127.0.0.1 cannot be used for communication between 
containers by default, and the host IP is changed
    > You can check the startup logs according to the logs directory
diff --git a/home/docs/start/questdb-init.md b/home/docs/start/questdb-init.md
index a6bb98c394..2fee912fd3 100644
--- a/home/docs/start/questdb-init.md
+++ b/home/docs/start/questdb-init.md
@@ -102,13 +102,13 @@ questdb.exe start
 
 ​ ⚠️ Note: For Docker container deployment, you need to mount the 
application.yml file to the host machine. For the installation package 
deployment, simply extract the package and modify the file at 
hertzbeat/config/application.yml.
 
-​ **Set the** **warehouse.store.jpa.enabled** **parameter to** **false****, 
configure the** **warehouse.store.questdb** **data source parameters (HOST, 
username, password, etc.), and set** **enabled** **to** **true** **to enable 
QuestDB.**
+​ **Set the** **warehouse.store.duckdb.enabled** **parameter to** **false****, 
configure the** **warehouse.store.questdb** **data source parameters (HOST, 
username, password, etc.), and set** **enabled** **to** **true** **to enable 
QuestDB.**
 
 ```yaml
 warehouse:
   store:
-    # Disable the default JPA
-    jpa:
+    # Disable the default DuckDB
+    duckdb:
       enabled: false
     # Enable QuestDB
     questdb:
diff --git a/home/docs/start/victoria-metrics-init.md 
b/home/docs/start/victoria-metrics-init.md
index 52f0505a14..eb0f3265a9 100644
--- a/home/docs/start/victoria-metrics-init.md
+++ b/home/docs/start/victoria-metrics-init.md
@@ -42,13 +42,13 @@ After the installation you can check if the Docker version 
normally output at th
 
    Modify `hertzbeat/config/application.yml` configuration file
    Note⚠️The docker container way need to mount application.yml file locally, 
while you can use installation package way to unzip and modify 
`hertzbeat/config/application.yml`
-   Config the `warehouse.store.jpa.enabled` `false`. Replace 
`warehouse.store.victoria-metrics` data source parameters, HOST account and 
password.
+   Config the `warehouse.store.duckdb.enabled` `false`. Replace 
`warehouse.store.victoria-metrics` data source parameters, HOST account and 
password.
 
    ```yaml
    warehouse:
      store:
-        # disable JPA
-       jpa:
+        # disable DuckDB
+       duckdb:
          enabled: false
        # enable victoria-metrics
        victoria-metrics:
@@ -124,7 +124,7 @@ Edit the `hertzbeat/config/application.yml` configuration 
file as follows:
 ```yaml
 warehouse:
   store:
-    jpa:
+    duckdb:
       enabled: false
     victoria-metrics:
       cluster:
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/greptime-init.md 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/greptime-init.md
index 9012184f88..9e19b524d9 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/greptime-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/greptime-init.md
@@ -1,5 +1,5 @@
 ---
-id: greptime-init  
+id: greptime-init
 title: 依赖时序数据库服务 Greptime 安装初始化 (推荐)
 sidebar_label: 指标数据存储 Greptime (推荐)
 ---
@@ -46,12 +46,12 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
    修改位于 `hertzbeat/config/application.yml` 的配置文件 
[/script/application.yml](https://github.com/apache/hertzbeat/raw/master/script/application.yml)
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置里面的`warehouse.store.greptime`数据源参数,URL账户密码,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置里面的`warehouse.store.greptime`数据源参数,URL账户密码,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
       store:
-         jpa:
+         duckdb:
             enabled: false
          greptime:
             enabled: true
@@ -62,7 +62,7 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
             password: greptime
    ```
 
-   默认数据库是内置的  `public` ,若制定其它数据库名称,需要在 `greptimeDB` 提前创建。  
+   默认数据库是内置的  `public` ,若制定其它数据库名称,需要在 `greptimeDB` 提前创建。
    eg: 创建名称为 `hertzbeat` 数据有效期90天的数据库 SQL: `CREATE DATABASE IF NOT EXISTS 
hertzbeat WITH(ttl='90d')`
 
 2. 重启 HertzBeat
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/influxdb-init.md 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/influxdb-init.md
index 98fc6c033b..91236ef76a 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/influxdb-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/influxdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: influxdb-init  
-title: 依赖时序数据库服务InfluxDB安装初始化(可选)        
+id: influxdb-init
+title: 依赖时序数据库服务InfluxDB安装初始化(可选)
 sidebar_label: 指标数据存储InfluxDB
 ---
 
@@ -40,7 +40,7 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
          influxdb:1.8
    ```
 
-   `-v /opt/influxdb:/var/lib/influxdb` 
为influxdb数据目录本地持久化挂载,需将`/opt/influxdb`替换为实际本地存在的目录  
+   `-v /opt/influxdb:/var/lib/influxdb` 
为influxdb数据目录本地持久化挂载,需将`/opt/influxdb`替换为实际本地存在的目录
    使用```$ docker ps```查看数据库是否启动成功
 
 ### 在hertzbeat的`application.yml`配置文件配置此数据库连接
@@ -49,13 +49,13 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
    修改位于 `hertzbeat/config/application.yml` 的配置文件
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置里面的`warehouse.store.influxdb`数据源参数,URL账户密码,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置里面的`warehouse.store.influxdb`数据源参数,URL账户密码,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
       store:
-         # 关闭默认JPA
-         jpa:
+         # 关闭默认DuckDB
+         duckdb:
             enabled: false
          influxdb:
             enabled: true
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/iotdb-init.md 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/iotdb-init.md
index ea23c86b06..e048b1b89e 100644
--- a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/iotdb-init.md
+++ b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/iotdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: iotdb-init  
-title: 依赖时序数据库服务IoTDB安装初始化(可选)  
+id: iotdb-init
+title: 依赖时序数据库服务IoTDB安装初始化(可选)
 sidebar_label: 指标数据存储IoTDB
 ---
 
@@ -33,12 +33,12 @@ Apache IoTDB是一体化收集、存储、管理与分析物联网时序数据
 
    ```shell
    $ docker run -d -p 6667:6667 -p 31999:31999 -p 8181:8181 \
-       -v /opt/iotdb/data:/iotdb/data \ 
+       -v /opt/iotdb/data:/iotdb/data \
        --name iotdb \
        apache/iotdb:1.2.2-standalone
    ```
 
-   `-v /opt/iotdb/data:/iotdb/data` 
为IoTDB数据目录本地持久化挂载,需将`/iotdb/data`替换为实际本地存在的目录  
+   `-v /opt/iotdb/data:/iotdb/data` 
为IoTDB数据目录本地持久化挂载,需将`/iotdb/data`替换为实际本地存在的目录
    使用```$ docker ps```查看数据库是否启动成功
 
 3. 在hertzbeat的`application.yml`配置文件配置IoTDB数据库连接
@@ -47,13 +47,13 @@ Apache IoTDB是一体化收集、存储、管理与分析物联网时序数据
    修改位于 `hertzbeat/config/application.yml` 的配置文件
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置`warehouse.store.iot-db`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置`warehouse.store.iot-db`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
      store:
-       # 关闭默认JPA
-       jpa:
+       # 关闭默认DuckDB
+       duckdb:
          enabled: false
        # 启用IotDB
        iot-db:
@@ -68,14 +68,14 @@ Apache IoTDB是一体化收集、存储、管理与分析物联网时序数据
          expire-time: '7776000000'
    ```
 
-   **IoTDB集群版配置**  
+   **IoTDB集群版配置**
    如果您使用IoTDB为集群请参考下面配置
 
    ```yaml
    warehouse:
      store:
-       # 关闭默认JPA
-       jpa:
+       # 关闭默认DuckDB
+       duckdb:
          enabled: false
        # 启用IotDB
        iot-db:
@@ -119,7 +119,7 @@ Apache IoTDB是一体化收集、存储、管理与分析物联网时序数据
 
 3. 安装配置了IotDB数据库,但页面依旧显示弹出 [无法提供历史图表数据,请配置依赖时序数据库]
 
-   > 请检查配置参数是否正确  
-   > iot-db enable是否设置为true  
-   > 注意⚠️若hertzbeat和IotDB都为docker容器在同一主机下启动,容器之间默认不能用127.0.0.1通讯,改为主机IP  
+   > 请检查配置参数是否正确
+   > iot-db enable是否设置为true
+   > 注意⚠️若hertzbeat和IotDB都为docker容器在同一主机下启动,容器之间默认不能用127.0.0.1通讯,改为主机IP
    > 可根据logs目录下启动日志排查
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/questdb-init.md 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/questdb-init.md
index 6b5792ad2a..59214a5679 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/questdb-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/questdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: questdb-init  
-title: 依赖时序数据库服务QuestDB安装初始化(可选)  
+id: questdb-init
+title: 依赖时序数据库服务QuestDB安装初始化(可选)
 sidebar_label: 指标数据存储QuestDB
 ---
 
@@ -25,7 +25,7 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    ```shell
    # Linux/macOS(以v7.3.9为例,可替换为最新版本号)
    wget 
https://github.com/questdb/questdb/releases/download/7.3.9/questdb-7.3.9-no-jre-bin.tar.gz
-   
+
    # 解压
    tar -zxvf questdb-7.3.9-no-jre-bin.tar.gz
    mv questdb-7.3.9 /opt/questdb  # 移动到常用目录
@@ -40,7 +40,7 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    # Linux/macOS:进入安装目录,启动服务
    cd /opt/questdb/bin
    ./questdb start
-   
+
    # Windows(命令提示符):
    cd C:\questdb\bin
    questdb.exe start
@@ -55,7 +55,7 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    ```shell
    # Linux/macOS
    vi /opt/questdb/conf/server.conf
-   
+
    # Windows
    notepad C:\questdb\conf\server.conf
    ```
@@ -66,11 +66,11 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    # 启用认证(默认关闭)
    http.security.enabled=true
    pg.security.enabled=true  # PostgreSQL协议认证
-   
+
    # 设置管理员账号密码(自定义)
    http.security.admin.username=admin
    http.security.admin.password=YourStrongPassword123!
-   
+
    # 可选:限制Web控制台访问IP(如只允许本地)
    http.bind.to=127.0.0.1:9000
    ```
@@ -81,7 +81,7 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    # Linux/macOS
    ./questdb stop
    ./questdb start
-   
+
    # Windows
    questdb.exe stop
    questdb.exe start
@@ -93,13 +93,13 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    修改位于 `hertzbeat/config/application.yml` 的配置文件
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置`warehouse.store.questdb`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置`warehouse.store.questdb`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
      store:
-       # 关闭默认JPA
-       jpa:
+       # 关闭默认DuckDB
+       duckdb:
          enabled: false
        # 启用IotDB
        questdb:
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/victoria-metrics-init.md
 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/victoria-metrics-init.md
index 79c40fc4cd..e49f286fd4 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/victoria-metrics-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/current/start/victoria-metrics-init.md
@@ -1,6 +1,6 @@
 ---
-id: victoria-metrics-init  
-title: 依赖时序数据库服务VictoriaMetrics安装初始化        
+id: victoria-metrics-init
+title: 依赖时序数据库服务VictoriaMetrics安装初始化
 sidebar_label: 指标数据存储VictoriaMetrics(推荐)
 ---
 
@@ -15,7 +15,7 @@ VictoriaMetrics,是一个快速高效、经济并且可扩展的监控解决
 
 > 如果您已有VictoriaMetrics环境,可直接跳到YML配置那一步。
 
-## 通过Docker方式安装VictoriaMetrics  
+## 通过Docker方式安装VictoriaMetrics
 
 1. 下载安装Docker环境
 Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.com/get-docker/)。
@@ -35,22 +35,22 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
        victoriametrics/victoria-metrics:v1.95.1
    ```
 
-   `-v $(pwd)/victoria-metrics-data:/victoria-metrics-data` 
为VictoriaMetrics数据目录本地持久化挂载  
+   `-v $(pwd)/victoria-metrics-data:/victoria-metrics-data` 
为VictoriaMetrics数据目录本地持久化挂载
     使用```$ docker ps```查看数据库是否启动成功
 
 3. 在hertzbeat的`application.yml`配置文件配置VictoriaMetrics数据库连接
 
-   配置HertzBeat的配置文件  
-   修改位于 `hertzbeat/config/application.yml` 的配置文件  
+   配置HertzBeat的配置文件
+   修改位于 `hertzbeat/config/application.yml` 的配置文件
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置`warehouse.store.victoria-metrics`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置`warehouse.store.victoria-metrics`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
      store:
-       # 关闭默认JPA
-       jpa:
+       # 关闭默认DuckDB
+       duckdb:
          enabled: false
        # 启用 victoria-metrics
        victoria-metrics:
@@ -126,7 +126,7 @@ docker ps
 ```yaml
 warehouse:
   store:
-    jpa:
+    duckdb:
       enabled: false
     victoria-metrics:
       cluster:
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/greptime-init.md
 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/greptime-init.md
index 9012184f88..9e19b524d9 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/greptime-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/greptime-init.md
@@ -1,5 +1,5 @@
 ---
-id: greptime-init  
+id: greptime-init
 title: 依赖时序数据库服务 Greptime 安装初始化 (推荐)
 sidebar_label: 指标数据存储 Greptime (推荐)
 ---
@@ -46,12 +46,12 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
    修改位于 `hertzbeat/config/application.yml` 的配置文件 
[/script/application.yml](https://github.com/apache/hertzbeat/raw/master/script/application.yml)
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置里面的`warehouse.store.greptime`数据源参数,URL账户密码,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置里面的`warehouse.store.greptime`数据源参数,URL账户密码,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
       store:
-         jpa:
+         duckdb:
             enabled: false
          greptime:
             enabled: true
@@ -62,7 +62,7 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
             password: greptime
    ```
 
-   默认数据库是内置的  `public` ,若制定其它数据库名称,需要在 `greptimeDB` 提前创建。  
+   默认数据库是内置的  `public` ,若制定其它数据库名称,需要在 `greptimeDB` 提前创建。
    eg: 创建名称为 `hertzbeat` 数据有效期90天的数据库 SQL: `CREATE DATABASE IF NOT EXISTS 
hertzbeat WITH(ttl='90d')`
 
 2. 重启 HertzBeat
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/influxdb-init.md
 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/influxdb-init.md
index 98fc6c033b..91236ef76a 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/influxdb-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/influxdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: influxdb-init  
-title: 依赖时序数据库服务InfluxDB安装初始化(可选)        
+id: influxdb-init
+title: 依赖时序数据库服务InfluxDB安装初始化(可选)
 sidebar_label: 指标数据存储InfluxDB
 ---
 
@@ -40,7 +40,7 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
          influxdb:1.8
    ```
 
-   `-v /opt/influxdb:/var/lib/influxdb` 
为influxdb数据目录本地持久化挂载,需将`/opt/influxdb`替换为实际本地存在的目录  
+   `-v /opt/influxdb:/var/lib/influxdb` 
为influxdb数据目录本地持久化挂载,需将`/opt/influxdb`替换为实际本地存在的目录
    使用```$ docker ps```查看数据库是否启动成功
 
 ### 在hertzbeat的`application.yml`配置文件配置此数据库连接
@@ -49,13 +49,13 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
    修改位于 `hertzbeat/config/application.yml` 的配置文件
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置里面的`warehouse.store.influxdb`数据源参数,URL账户密码,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置里面的`warehouse.store.influxdb`数据源参数,URL账户密码,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
       store:
-         # 关闭默认JPA
-         jpa:
+         # 关闭默认DuckDB
+         duckdb:
             enabled: false
          influxdb:
             enabled: true
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/iotdb-init.md
 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/iotdb-init.md
index ea23c86b06..e048b1b89e 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/iotdb-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/iotdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: iotdb-init  
-title: 依赖时序数据库服务IoTDB安装初始化(可选)  
+id: iotdb-init
+title: 依赖时序数据库服务IoTDB安装初始化(可选)
 sidebar_label: 指标数据存储IoTDB
 ---
 
@@ -33,12 +33,12 @@ Apache IoTDB是一体化收集、存储、管理与分析物联网时序数据
 
    ```shell
    $ docker run -d -p 6667:6667 -p 31999:31999 -p 8181:8181 \
-       -v /opt/iotdb/data:/iotdb/data \ 
+       -v /opt/iotdb/data:/iotdb/data \
        --name iotdb \
        apache/iotdb:1.2.2-standalone
    ```
 
-   `-v /opt/iotdb/data:/iotdb/data` 
为IoTDB数据目录本地持久化挂载,需将`/iotdb/data`替换为实际本地存在的目录  
+   `-v /opt/iotdb/data:/iotdb/data` 
为IoTDB数据目录本地持久化挂载,需将`/iotdb/data`替换为实际本地存在的目录
    使用```$ docker ps```查看数据库是否启动成功
 
 3. 在hertzbeat的`application.yml`配置文件配置IoTDB数据库连接
@@ -47,13 +47,13 @@ Apache IoTDB是一体化收集、存储、管理与分析物联网时序数据
    修改位于 `hertzbeat/config/application.yml` 的配置文件
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置`warehouse.store.iot-db`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置`warehouse.store.iot-db`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
      store:
-       # 关闭默认JPA
-       jpa:
+       # 关闭默认DuckDB
+       duckdb:
          enabled: false
        # 启用IotDB
        iot-db:
@@ -68,14 +68,14 @@ Apache IoTDB是一体化收集、存储、管理与分析物联网时序数据
          expire-time: '7776000000'
    ```
 
-   **IoTDB集群版配置**  
+   **IoTDB集群版配置**
    如果您使用IoTDB为集群请参考下面配置
 
    ```yaml
    warehouse:
      store:
-       # 关闭默认JPA
-       jpa:
+       # 关闭默认DuckDB
+       duckdb:
          enabled: false
        # 启用IotDB
        iot-db:
@@ -119,7 +119,7 @@ Apache IoTDB是一体化收集、存储、管理与分析物联网时序数据
 
 3. 安装配置了IotDB数据库,但页面依旧显示弹出 [无法提供历史图表数据,请配置依赖时序数据库]
 
-   > 请检查配置参数是否正确  
-   > iot-db enable是否设置为true  
-   > 注意⚠️若hertzbeat和IotDB都为docker容器在同一主机下启动,容器之间默认不能用127.0.0.1通讯,改为主机IP  
+   > 请检查配置参数是否正确
+   > iot-db enable是否设置为true
+   > 注意⚠️若hertzbeat和IotDB都为docker容器在同一主机下启动,容器之间默认不能用127.0.0.1通讯,改为主机IP
    > 可根据logs目录下启动日志排查
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/questdb-init.md
 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/questdb-init.md
index 6b5792ad2a..59214a5679 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/questdb-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/questdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: questdb-init  
-title: 依赖时序数据库服务QuestDB安装初始化(可选)  
+id: questdb-init
+title: 依赖时序数据库服务QuestDB安装初始化(可选)
 sidebar_label: 指标数据存储QuestDB
 ---
 
@@ -25,7 +25,7 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    ```shell
    # Linux/macOS(以v7.3.9为例,可替换为最新版本号)
    wget 
https://github.com/questdb/questdb/releases/download/7.3.9/questdb-7.3.9-no-jre-bin.tar.gz
-   
+
    # 解压
    tar -zxvf questdb-7.3.9-no-jre-bin.tar.gz
    mv questdb-7.3.9 /opt/questdb  # 移动到常用目录
@@ -40,7 +40,7 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    # Linux/macOS:进入安装目录,启动服务
    cd /opt/questdb/bin
    ./questdb start
-   
+
    # Windows(命令提示符):
    cd C:\questdb\bin
    questdb.exe start
@@ -55,7 +55,7 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    ```shell
    # Linux/macOS
    vi /opt/questdb/conf/server.conf
-   
+
    # Windows
    notepad C:\questdb\conf\server.conf
    ```
@@ -66,11 +66,11 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    # 启用认证(默认关闭)
    http.security.enabled=true
    pg.security.enabled=true  # PostgreSQL协议认证
-   
+
    # 设置管理员账号密码(自定义)
    http.security.admin.username=admin
    http.security.admin.password=YourStrongPassword123!
-   
+
    # 可选:限制Web控制台访问IP(如只允许本地)
    http.bind.to=127.0.0.1:9000
    ```
@@ -81,7 +81,7 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    # Linux/macOS
    ./questdb stop
    ./questdb start
-   
+
    # Windows
    questdb.exe stop
    questdb.exe start
@@ -93,13 +93,13 @@ QuestDB 是一款开源的时序数据库,因其高性能和低延迟等特点
    修改位于 `hertzbeat/config/application.yml` 的配置文件
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置`warehouse.store.questdb`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置`warehouse.store.questdb`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
      store:
-       # 关闭默认JPA
-       jpa:
+       # 关闭默认DuckDB
+       duckdb:
          enabled: false
        # 启用IotDB
        questdb:
diff --git 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/victoria-metrics-init.md
 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/victoria-metrics-init.md
index 79c40fc4cd..e49f286fd4 100644
--- 
a/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/victoria-metrics-init.md
+++ 
b/home/i18n/zh-cn/docusaurus-plugin-content-docs/version-1.8.0/start/victoria-metrics-init.md
@@ -1,6 +1,6 @@
 ---
-id: victoria-metrics-init  
-title: 依赖时序数据库服务VictoriaMetrics安装初始化        
+id: victoria-metrics-init
+title: 依赖时序数据库服务VictoriaMetrics安装初始化
 sidebar_label: 指标数据存储VictoriaMetrics(推荐)
 ---
 
@@ -15,7 +15,7 @@ VictoriaMetrics,是一个快速高效、经济并且可扩展的监控解决
 
 > 如果您已有VictoriaMetrics环境,可直接跳到YML配置那一步。
 
-## 通过Docker方式安装VictoriaMetrics  
+## 通过Docker方式安装VictoriaMetrics
 
 1. 下载安装Docker环境
 Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.com/get-docker/)。
@@ -35,22 +35,22 @@ Docker 工具自身的下载请参考 [Docker官网文档](https://docs.docker.c
        victoriametrics/victoria-metrics:v1.95.1
    ```
 
-   `-v $(pwd)/victoria-metrics-data:/victoria-metrics-data` 
为VictoriaMetrics数据目录本地持久化挂载  
+   `-v $(pwd)/victoria-metrics-data:/victoria-metrics-data` 
为VictoriaMetrics数据目录本地持久化挂载
     使用```$ docker ps```查看数据库是否启动成功
 
 3. 在hertzbeat的`application.yml`配置文件配置VictoriaMetrics数据库连接
 
-   配置HertzBeat的配置文件  
-   修改位于 `hertzbeat/config/application.yml` 的配置文件  
+   配置HertzBeat的配置文件
+   修改位于 `hertzbeat/config/application.yml` 的配置文件
    注意⚠️docker容器方式需要将application.yml文件挂载到主机本地,安装包方式解压修改位于 
`hertzbeat/config/application.yml` 即可
 
-   **修改里面的`warehouse.store.jpa.enabled`参数为`false`, 
配置`warehouse.store.victoria-metrics`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
+   **修改里面的`warehouse.store.duckdb.enabled`参数为`false`, 
配置`warehouse.store.victoria-metrics`数据源参数,HOST账户密码等,并启用`enabled`为`true`**
 
    ```yaml
    warehouse:
      store:
-       # 关闭默认JPA
-       jpa:
+       # 关闭默认DuckDB
+       duckdb:
          enabled: false
        # 启用 victoria-metrics
        victoria-metrics:
@@ -126,7 +126,7 @@ docker ps
 ```yaml
 warehouse:
   store:
-    jpa:
+    duckdb:
       enabled: false
     victoria-metrics:
       cluster:
diff --git a/home/versioned_docs/version-1.8.0/start/greptime-init.md 
b/home/versioned_docs/version-1.8.0/start/greptime-init.md
index 623acad297..16d7564a1a 100644
--- a/home/versioned_docs/version-1.8.0/start/greptime-init.md
+++ b/home/versioned_docs/version-1.8.0/start/greptime-init.md
@@ -1,5 +1,5 @@
 ---
-id: greptime-init  
+id: greptime-init
 title: Use Time Series Database Greptime to Store Metrics Data (Recommended)
 sidebar_label: Metrics Store Greptime (Recommended)
 ---
@@ -51,7 +51,7 @@ use```$ docker ps``` to check if the database started 
successfully
    ```yaml
    warehouse:
       store:
-         jpa:
+         duckdb:
             enabled: false
          greptime:
             enabled: true
@@ -62,7 +62,7 @@ use```$ docker ps``` to check if the database started 
successfully
             password: greptime
    ```
 
-   The default database is `public`, if you specify another database name, you 
need to create it in `greptimeDB` in advance.  
+   The default database is `public`, if you specify another database name, you 
need to create it in `greptimeDB` in advance.
    eg: Create a database named `hertzbeat` with a validity period of 90 days 
SQL: `CREATE DATABASE IF NOT EXISTS hertzbeat WITH(ttl='90d')`
 
 2. Restart HertzBeat
diff --git a/home/versioned_docs/version-1.8.0/start/influxdb-init.md 
b/home/versioned_docs/version-1.8.0/start/influxdb-init.md
index 1efda927d3..279b85d604 100644
--- a/home/versioned_docs/version-1.8.0/start/influxdb-init.md
+++ b/home/versioned_docs/version-1.8.0/start/influxdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: influxdb-init  
-title: Use Time Series Database InfluxDB to Store Metrics Data (Optional)     
+id: influxdb-init
+title: Use Time Series Database InfluxDB to Store Metrics Data (Optional)
 sidebar_label: Metrics Store InfluxDB
 ---
 
@@ -8,7 +8,7 @@ Apache HertzBeat's historical data storage relies on the time 
series database, y
 
 > It is recommended to use VictoriaMetrics as metrics storage.
 
-**Note⚠️ Time series database is optional, but production environment 
configuration is strongly recommended to provide more complete historical chart 
functions and high performance**  
+**Note⚠️ Time series database is optional, but production environment 
configuration is strongly recommended to provide more complete historical chart 
functions and high performance**
 **⚠️ If you do not configure a time series database, only the last hour of 
historical data is retained.**
 Note⚠️ Need InfluxDB 1.x Version.
 
@@ -52,8 +52,8 @@ After the installation you can check if the Docker version 
normally output at th
    ```yaml
    warehouse:
       store:
-         # disable jpa
-         jpa:
+         # disable DuckDB
+         duckdb:
             enabled: false
          # enable influxdb
          influxdb:
diff --git a/home/versioned_docs/version-1.8.0/start/iotdb-init.md 
b/home/versioned_docs/version-1.8.0/start/iotdb-init.md
index 94e9d27598..0760306fdb 100644
--- a/home/versioned_docs/version-1.8.0/start/iotdb-init.md
+++ b/home/versioned_docs/version-1.8.0/start/iotdb-init.md
@@ -1,6 +1,6 @@
 ---
-id: iotdb-init  
-title: Use Time Series Database IoTDB to Store Metrics Data (Optional)  
+id: iotdb-init
+title: Use Time Series Database IoTDB to Store Metrics Data (Optional)
 sidebar_label: Metrics Store IoTDB
 ---
 
@@ -33,7 +33,7 @@ Apache IoTDB is a software system that integrates the 
collection, storage, manag
 
    ```shell
    $ docker run -d -p 6667:6667 -p 31999:31999 -p 8181:8181 \
-       -v /opt/iotdb/data:/iotdb/data \ 
+       -v /opt/iotdb/data:/iotdb/data \
        --name iotdb \
        apache/iotdb:1.2.2-standalone
    ```
@@ -45,13 +45,13 @@ Apache IoTDB is a software system that integrates the 
collection, storage, manag
 
    Modify `hertzbeat/config/application.yml` configuration file
    Note⚠️The docker container way need to mount application.yml file locally, 
while you can use installation package way to unzip and modify 
`hertzbeat/config/application.yml`
-   Config the `warehouse.store.jpa.enabled` `false`. Replace 
`warehouse.store.iot-db` data source parameters, HOST account and password.
+   Config the `warehouse.store.duckdb.enabled` `false`. Replace 
`warehouse.store.iot-db` data source parameters, HOST account and password.
 
    ```yml
    warehouse:
      store:
-       # disable JPA
-       jpa:
+       # disable DuckDB
+       duckdb:
          enabled: false
        # enable iot-db
        iot-db:
@@ -72,8 +72,8 @@ Apache IoTDB is a software system that integrates the 
collection, storage, manag
    ```yaml
    warehouse:
      store:
-       # Disable default JPA
-       jpa:
+       # Disable default DuckDB
+       duckdb:
          enabled: false
        # Enable IoTDB
        iot-db:
@@ -117,7 +117,7 @@ Apache IoTDB is a software system that integrates the 
collection, storage, manag
 
 3. The TDengine database is installed and configured, but the page still 
displays a pop-up [Unable to provide historical chart data, please configure 
the dependent time series database]
 
-   > Please check if the configuration parameters are correct  
-   > Is td-engine enable set to true  
-   > Note⚠️If both hertzbeat and TDengine are started under the same host for 
docker containers, 127.0.0.1 cannot be used for communication between 
containers by default, and the host IP is changed  
+   > Please check if the configuration parameters are correct
+   > Is td-engine enable set to true
+   > Note⚠️If both hertzbeat and TDengine are started under the same host for 
docker containers, 127.0.0.1 cannot be used for communication between 
containers by default, and the host IP is changed
    > You can check the startup logs according to the logs directory
diff --git a/home/versioned_docs/version-1.8.0/start/questdb-init.md 
b/home/versioned_docs/version-1.8.0/start/questdb-init.md
index a6bb98c394..2fee912fd3 100644
--- a/home/versioned_docs/version-1.8.0/start/questdb-init.md
+++ b/home/versioned_docs/version-1.8.0/start/questdb-init.md
@@ -102,13 +102,13 @@ questdb.exe start
 
 ​ ⚠️ Note: For Docker container deployment, you need to mount the 
application.yml file to the host machine. For the installation package 
deployment, simply extract the package and modify the file at 
hertzbeat/config/application.yml.
 
-​ **Set the** **warehouse.store.jpa.enabled** **parameter to** **false****, 
configure the** **warehouse.store.questdb** **data source parameters (HOST, 
username, password, etc.), and set** **enabled** **to** **true** **to enable 
QuestDB.**
+​ **Set the** **warehouse.store.duckdb.enabled** **parameter to** **false****, 
configure the** **warehouse.store.questdb** **data source parameters (HOST, 
username, password, etc.), and set** **enabled** **to** **true** **to enable 
QuestDB.**
 
 ```yaml
 warehouse:
   store:
-    # Disable the default JPA
-    jpa:
+    # Disable the default DuckDB
+    duckdb:
       enabled: false
     # Enable QuestDB
     questdb:
diff --git a/home/versioned_docs/version-1.8.0/start/victoria-metrics-init.md 
b/home/versioned_docs/version-1.8.0/start/victoria-metrics-init.md
index 52f0505a14..eb0f3265a9 100644
--- a/home/versioned_docs/version-1.8.0/start/victoria-metrics-init.md
+++ b/home/versioned_docs/version-1.8.0/start/victoria-metrics-init.md
@@ -42,13 +42,13 @@ After the installation you can check if the Docker version 
normally output at th
 
    Modify `hertzbeat/config/application.yml` configuration file
    Note⚠️The docker container way need to mount application.yml file locally, 
while you can use installation package way to unzip and modify 
`hertzbeat/config/application.yml`
-   Config the `warehouse.store.jpa.enabled` `false`. Replace 
`warehouse.store.victoria-metrics` data source parameters, HOST account and 
password.
+   Config the `warehouse.store.duckdb.enabled` `false`. Replace 
`warehouse.store.victoria-metrics` data source parameters, HOST account and 
password.
 
    ```yaml
    warehouse:
      store:
-        # disable JPA
-       jpa:
+        # disable DuckDB
+       duckdb:
          enabled: false
        # enable victoria-metrics
        victoria-metrics:
@@ -124,7 +124,7 @@ Edit the `hertzbeat/config/application.yml` configuration 
file as follows:
 ```yaml
 warehouse:
   store:
-    jpa:
+    duckdb:
       enabled: false
     victoria-metrics:
       cluster:


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