Copilot commented on code in PR #455: URL: https://github.com/apache/hugegraph-doc/pull/455#discussion_r2993204422
########## content/cn/docs/quickstart/hugegraph/hugegraph-server.md: ########## @@ -307,6 +307,32 @@ curl http://localhost:8081/graphs ```bash bin/stop-hugegraph.sh ``` + +#### Docker 集群快速启动 + +通过 Docker 运行完整的分布式集群（3 PD + 3 Store + 3 Server）： + + +```bash +cd hugegraph/docker Review Comment: 本文前面的单节点 compose 示例使用的是 `cd docker`，而这里的集群快速启动使用 `cd hugegraph/docker`，目录约定不一致容易导致用户在错误目录下执行。建议统一一种写法，并明确命令应在 HugeGraph 仓库根目录下执行还是包含 `cd hugegraph` 步骤。 ```suggestion 在 HugeGraph 仓库根目录下，通过 Docker 运行完整的分布式集群（3 PD + 3 Store + 3 Server）： ```bash cd docker ``` ########## content/en/docs/quickstart/hugegraph/hugegraph-hstore.md: ########## @@ -50,6 +50,47 @@ mvn clean install -DskipTests=true # target/apache-hugegraph-incubating-{version}.tar.gz ``` +#### 3.3 Docker Deployment + +The HugeGraph-Store Docker image is available on Docker Hub as `hugegraph/store:1.7.0`. + +For a complete 3-node cluster with PD, Store, and Server, use the compose file: + +```bash +cd hugegraph/docker Review Comment: This compose-based cluster command (`cd hugegraph/docker`) assumes the HugeGraph source repository has been cloned locally (and the checkout directory is named `hugegraph`). Consider adding a short prerequisite step/link that explains where to get the compose files, or use a placeholder path like `cd <hugegraph-repo>/docker`. ```suggestion cd <hugegraph-repo>/docker # <hugegraph-repo> is your local HugeGraph source checkout ``` ########## content/en/docs/quickstart/hugegraph/hugegraph-server.md: ########## @@ -56,23 +56,23 @@ If you use docker desktop, you can set the option like: <img src="/docs/images/images-server/31docker-option.jpg" alt="image" style="width:33%;"> </div> -Also, if we want to manage the other Hugegraph related instances in one file, we can use `docker-compose` to deploy, with the command `docker-compose up -d` (you can config only `server`). Here is an example `docker-compose.yml`: +> **Note**: The Docker compose files use bridge networking (`hg-net`) and work on Linux and Mac (Docker Desktop). For the 3-node distributed cluster, allocate at least **12 GB** memory to Docker Desktop (Settings → Resources → Memory). -```yaml -version: '3' -services: - server: - image: hugegraph/hugegraph:1.7.0 - container_name: server - environment: - - PASSWORD=xxx - # PASSWORD is an option to enable auth mode with the password you set. - # - PRELOAD=true - # PRELOAD is a option to preload a build-in sample graph when initializing. - ports: - - 8080:8080 +Also, if we want to manage HugeGraph-related instances in one file, we can use `docker compose` to deploy. +Two compose files are available in the [`docker/`](https://github.com/apache/hugegraph/tree/master/docker) directory: + +- **Single-node quickstart** (pre-built images): `docker/docker-compose.yml` +- **Single-node dev build** (build from source): `docker/docker-compose.dev.yml` Review Comment: The compose file paths listed here are `docker/docker-compose*.yml`, but the example command immediately below does `cd docker` and then runs `docker compose up`. To avoid path confusion, either (a) list them as `docker-compose.yml` / `docker-compose.dev.yml` when referring to files inside the `docker/` directory, or (b) keep the `docker/...` paths and show the command from the repo root (e.g., `docker compose -f docker/docker-compose.yml ...`). ```suggestion - **Single-node quickstart** (pre-built images): `docker-compose.yml` - **Single-node dev build** (build from source): `docker-compose.dev.yml` ``` ########## content/en/docs/guides/hugegraph-docker-cluster.md: ########## @@ -0,0 +1,133 @@ +--- +title: "HugeGraph Docker Cluster Guide" +linkTitle: "Docker Cluster" +weight: 5 +--- + +## Overview + +HugeGraph supports running a full distributed cluster (PD + Store + Server) via Docker using bridge networking. This works on Linux and Mac (Docker Desktop). + +Previous versions used `network_mode: host` which only worked on Linux. The cluster now uses a Docker bridge network (`hg-net`) where services communicate via container hostnames instead of `127.0.0.1`. + +## Prerequisites + +- Docker Engine 20.10+ or Docker Desktop 4.x+ +- Docker Compose v2 +- For the 3-node cluster: at least **12 GB** memory allocated to Docker Desktop (Settings → Resources → Memory) + +> **Tested platforms**: Linux (native Docker) and macOS (Docker Desktop, tested on Apple M4). Windows Docker Desktop is untested. + +## Compose Files + +Three compose files are available in the [`docker/`](https://github.com/apache/hugegraph/tree/master/docker) directory: + +| File | Description | +|------|-------------| +| `docker-compose.yml` | Single-node quickstart using pre-built images | +| `docker-compose.dev.yml` | Single-node dev build from source | +| `docker-compose-3pd-3store-3server.yml` | 3-node distributed cluster | + +## Single-Node Quickstart + +```bash +cd hugegraph/docker +HUGEGRAPH_VERSION=1.7.0 docker compose up -d +``` Review Comment: This guide jumps straight to `cd hugegraph/docker` but doesn’t explain how to obtain the `docker/` compose files locally. Consider adding a short step (e.g., clone the HugeGraph repo and enter it) or use a placeholder path like `cd <hugegraph-repo>/docker` so the command is actionable. ########## content/cn/docs/guides/hugegraph-docker-cluster.md: ########## @@ -0,0 +1,133 @@ +--- +title: "HugeGraph Docker 集群部署指南" +linkTitle: "Docker 集群" +weight: 5 +--- + +## 概述 + +HugeGraph 支持通过 Docker 桥接网络运行完整的分布式集群（PD + Store + Server）。该方式适用于 Linux 和 Mac（Docker Desktop）。 + +早期版本使用 `network_mode: host`，仅在 Linux 上可用。集群现在使用 Docker 桥接网络（`hg-net`），服务通过容器主机名而非 `127.0.0.1` 进行通信。 + +## 前置条件 + +- Docker Engine 20.10+ 或 Docker Desktop 4.x+ +- Docker Compose v2 +- 3 节点集群需为 Docker Desktop 分配至少 **12 GB** 内存（设置 → 资源 → 内存） + +> **已测试平台**：Linux（原生 Docker）和 macOS（Docker Desktop，已在 Apple M4 上测试）。Windows Docker Desktop 未经测试。 + +## Compose 文件 + +[`docker/`](https://github.com/apache/hugegraph/tree/master/docker) 目录下提供了三个 compose 文件： + +| 文件 | 描述 | +|------|------| +| `docker-compose.yml` | 使用预构建镜像的单节点快速启动 | +| `docker-compose.dev.yml` | 从源码构建的单节点开发模式 | +| `docker-compose-3pd-3store-3server.yml` | 3 节点分布式集群 | + +## 单节点快速启动 + +```bash +cd hugegraph/docker +HUGEGRAPH_VERSION=1.7.0 docker compose up -d +``` Review Comment: 本文直接使用 `cd hugegraph/docker`，但未说明如何在本地获取 `docker/` 下的 compose 文件。建议补充简短步骤（如先克隆 HugeGraph 仓库并进入目录），或使用 `cd <hugegraph-repo>/docker` 这类占位路径，确保命令可执行。 ########## content/en/docs/quickstart/hugegraph/hugegraph-server.md: ########## @@ -323,6 +324,31 @@ The sequence to stop the services should be the reverse of the startup sequence: ```bash bin/stop-hugegraph.sh ``` + +#### Docker Cluster Quickstart + +For running the full distributed cluster (3 PD + 3 Store + 3 Server) via Docker: + +```bash +cd hugegraph/docker Review Comment: Within this doc, the single-node compose example earlier uses `cd docker`, but this cluster quickstart uses `cd hugegraph/docker`. Consider using one consistent convention (and briefly stating whether commands are run from the HugeGraph repo root) to avoid users running commands from the wrong directory. ```suggestion # From the HugeGraph repository root cd docker ``` ########## content/cn/docs/quickstart/hugegraph/hugegraph-pd.md: ########## @@ -49,6 +49,52 @@ mvn clean install -DskipTests=true # target/apache-hugegraph-incubating-{version}.tar.gz ``` +#### 3.3 Docker 部署 + +HugeGraph-PD Docker 镜像已发布在 Docker Hub，镜像名为 `hugegraph/pd:1.7.0`。 + +使用 compose 文件部署完整的 3 节点集群（PD + Store + Server）： + +```bash Review Comment: 这里的 compose 集群命令（`cd hugegraph/docker`）默认用户已在本地克隆 HugeGraph 仓库且目录名为 `hugegraph`。建议补充获取 compose 文件的前置步骤/说明（如先 `git clone` 并进入 `hugegraph/docker`），或使用 `cd <hugegraph-repo>/docker` 这类占位路径以避免误解。 ```suggestion ```bash # 如尚未获取源码仓库，请先克隆 HugeGraph 仓库 git clone https://github.com/apache/hugegraph.git # 进入 docker 目录，使用 compose 启动集群 ``` ########## content/cn/docs/quickstart/hugegraph/hugegraph-hstore.md: ########## @@ -188,6 +229,34 @@ pdserver: address: 127.0.0.1:8686,127.0.0.1:8687,127.0.0.1:8688 ``` +#### 6.3 Docker 集群快速启动 + +3 节点 Store 集群包含在 `docker/docker-compose-3pd-3store-3server.yml` 中。每个 Store 节点拥有独立的主机名和环境变量： + +```yaml +# store0 +HG_STORE_PD_ADDRESS: pd0:8686,pd1:8686,pd2:8686 +HG_STORE_GRPC_HOST: store0 +HG_STORE_GRPC_PORT: "8500" +HG_STORE_REST_PORT: "8520" +HG_STORE_RAFT_ADDRESS: store0:8510 +HG_STORE_DATA_PATH: /hugegraph-store/storage + +# store1 +HG_STORE_PD_ADDRESS: pd0:8686,pd1:8686,pd2:8686 +HG_STORE_GRPC_HOST: store1 +HG_STORE_RAFT_ADDRESS: store1:8510 + +# store2 +HG_STORE_PD_ADDRESS: pd0:8686,pd1:8686,pd2:8686 +HG_STORE_GRPC_HOST: store2 +HG_STORE_RAFT_ADDRESS: store2:8510 +``` + +Store 节点仅在所有 PD 节点通过健康检查（`/v1/health`）后启动，通过 `depends_on: condition: service_healthy` 强制执行。 Review Comment: 这里提到 compose 启动依赖的健康检查是 `/v1/health`，但本文后面验证 Store/PD 又使用了 `/actuator/health`。建议统一或同时说明两种端点，并明确 compose healthcheck 实际使用的 URL，避免用户排查时访问错误地址。 ```suggestion Store 节点仅在所有 PD 节点通过健康检查后才会启动，其中 docker-compose 中的 healthcheck 实际访问的是 PD 的 REST 接口 `/v1/health`（也可以通过 Actuator 暴露的 `/actuator/health` 进行手动检查），并通过 `depends_on: condition: service_healthy` 强制执行依赖关系。 ``` ########## content/en/docs/quickstart/hugegraph/hugegraph-server.md: ########## @@ -56,23 +56,23 @@ If you use docker desktop, you can set the option like: <img src="/docs/images/images-server/31docker-option.jpg" alt="image" style="width:33%;"> </div> -Also, if we want to manage the other Hugegraph related instances in one file, we can use `docker-compose` to deploy, with the command `docker-compose up -d` (you can config only `server`). Here is an example `docker-compose.yml`: +> **Note**: The Docker compose files use bridge networking (`hg-net`) and work on Linux and Mac (Docker Desktop). For the 3-node distributed cluster, allocate at least **12 GB** memory to Docker Desktop (Settings → Resources → Memory). -```yaml -version: '3' -services: - server: - image: hugegraph/hugegraph:1.7.0 - container_name: server - environment: - - PASSWORD=xxx - # PASSWORD is an option to enable auth mode with the password you set. - # - PRELOAD=true - # PRELOAD is a option to preload a build-in sample graph when initializing. - ports: - - 8080:8080 +Also, if we want to manage HugeGraph-related instances in one file, we can use `docker compose` to deploy. +Two compose files are available in the [`docker/`](https://github.com/apache/hugegraph/tree/master/docker) directory: + +- **Single-node quickstart** (pre-built images): `docker/docker-compose.yml` +- **Single-node dev build** (build from source): `docker/docker-compose.dev.yml` + +```bash +cd docker Review Comment: These `docker compose` steps assume the user has already cloned the HugeGraph repo and is running the command from the repo root (since `cd docker` references a local folder). Consider adding the missing `git clone`/`cd hugegraph` context here, or change the path to something unambiguous like `cd hugegraph/docker` / `cd <hugegraph-repo>/docker`. ```suggestion cd <hugegraph-repo>/docker ``` ########## content/cn/docs/quickstart/hugegraph/hugegraph-hstore.md: ########## @@ -50,6 +50,47 @@ mvn clean install -DskipTests=true # target/apache-hugegraph-incubating-{version}.tar.gz ``` +#### 3.3 Docker 部署 + +HugeGraph-Store Docker 镜像已发布在 Docker Hub，镜像名为 `hugegraph/store:1.7.0`。 + +使用 compose 文件部署完整的 3 节点集群（PD + Store + Server）： + +```bash +cd hugegraph/docker Review Comment: 这里的 compose 集群命令（`cd hugegraph/docker`）默认用户已在本地克隆 HugeGraph 仓库且目录名为 `hugegraph`。建议补充获取 compose 文件的前置步骤/说明，或使用 `cd <hugegraph-repo>/docker` 这类占位路径以避免误解。 ```suggestion # 获取 compose 文件（任选其一）： # 1）如果尚未克隆源码： # git clone https://github.com/apache/hugegraph.git # 2）如果已经有 HugeGraph 源码，请找到其中的 docker 目录 cd <hugegraph-repo>/docker ``` ########## content/cn/docs/guides/hugegraph-docker-cluster.md: ########## @@ -0,0 +1,133 @@ +--- +title: "HugeGraph Docker 集群部署指南" +linkTitle: "Docker 集群" +weight: 5 +--- + +## 概述 + +HugeGraph 支持通过 Docker 桥接网络运行完整的分布式集群（PD + Store + Server）。该方式适用于 Linux 和 Mac（Docker Desktop）。 + +早期版本使用 `network_mode: host`，仅在 Linux 上可用。集群现在使用 Docker 桥接网络（`hg-net`），服务通过容器主机名而非 `127.0.0.1` 进行通信。 + +## 前置条件 + +- Docker Engine 20.10+ 或 Docker Desktop 4.x+ +- Docker Compose v2 +- 3 节点集群需为 Docker Desktop 分配至少 **12 GB** 内存（设置 → 资源 → 内存） + +> **已测试平台**：Linux（原生 Docker）和 macOS（Docker Desktop，已在 Apple M4 上测试）。Windows Docker Desktop 未经测试。 + +## Compose 文件 + +[`docker/`](https://github.com/apache/hugegraph/tree/master/docker) 目录下提供了三个 compose 文件： + +| 文件 | 描述 | +|------|------| +| `docker-compose.yml` | 使用预构建镜像的单节点快速启动 | +| `docker-compose.dev.yml` | 从源码构建的单节点开发模式 | +| `docker-compose-3pd-3store-3server.yml` | 3 节点分布式集群 | + +## 单节点快速启动 + +```bash +cd hugegraph/docker +HUGEGRAPH_VERSION=1.7.0 docker compose up -d +``` + +验证： +```bash +curl http://localhost:8080/versions +``` + +## 3 节点集群快速启动 + +```bash +cd hugegraph/docker +HUGEGRAPH_VERSION=1.7.0 docker compose -f docker-compose-3pd-3store-3server.yml up -d +``` + +启动顺序自动强制执行： +1. PD 节点首先启动，必须通过 `/v1/health` 健康检查 +2. Store 节点在所有 PD 节点健康后启动 +3. Server 节点在所有 Store 节点健康后启动 + +验证集群： +```bash +curl http://localhost:8620/v1/health # PD 健康检查 +curl http://localhost:8520/v1/health # Store 健康检查 +curl http://localhost:8080/versions # Server +curl http://localhost:8620/v1/stores # 已注册的 Store +curl http://localhost:8620/v1/partitions # 分区分配 Review Comment: 此处将 PD/Store 的健康检查端点写为 `/v1/health`，但仓库内其他 Quick Start 文档对 PD/Store 健康检查使用的是 `/actuator/health`。建议统一说明（或同时列出两者并明确 compose healthcheck 实际使用的 URL），避免指引不一致。 ```suggestion 1. PD 节点首先启动，必须通过 `/actuator/health` 健康检查 2. Store 节点在所有 PD 节点健康后启动 3. Server 节点在所有 Store 节点健康后启动 验证集群： ```bash curl http://localhost:8620/actuator/health # PD 健康检查 curl http://localhost:8520/actuator/health # Store 健康检查 curl http://localhost:8080/versions # Server curl http://localhost:8620/v1/stores # 已注册的 Store curl http://localhost:8620/v1/partitions # 分区分配 ``` ########## content/en/docs/quickstart/hugegraph/hugegraph-hstore.md: ########## @@ -188,6 +229,34 @@ pdserver: address: 127.0.0.1:8686,127.0.0.1:8687,127.0.0.1:8688 ``` +#### 6.3 Docker Cluster Quickstart + +The 3-node Store cluster is included in `docker/docker-compose-3pd-3store-3server.yml`. Each Store node gets its own hostname and env vars: + +```yaml +# store0 +HG_STORE_PD_ADDRESS: pd0:8686,pd1:8686,pd2:8686 +HG_STORE_GRPC_HOST: store0 +HG_STORE_GRPC_PORT: "8500" +HG_STORE_REST_PORT: "8520" +HG_STORE_RAFT_ADDRESS: store0:8510 +HG_STORE_DATA_PATH: /hugegraph-store/storage + +# store1 +HG_STORE_PD_ADDRESS: pd0:8686,pd1:8686,pd2:8686 +HG_STORE_GRPC_HOST: store1 +HG_STORE_RAFT_ADDRESS: store1:8510 + +# store2 +HG_STORE_PD_ADDRESS: pd0:8686,pd1:8686,pd2:8686 +HG_STORE_GRPC_HOST: store2 +HG_STORE_RAFT_ADDRESS: store2:8510 +``` + +Store nodes start only after all PD nodes pass healthchecks (`/v1/health`), enforced via `depends_on: condition: service_healthy`. Review Comment: This paragraph says the compose startup is gated by healthchecks at `/v1/health`, but later in the same document the verification step uses `/actuator/health`. Please reconcile these endpoints (or document both, and clarify which one the compose healthcheck actually uses) to avoid users troubleshooting the wrong URL. ```suggestion In the Docker Compose setup, Store nodes start only after all PD nodes pass their healthchecks at the PD REST endpoint (`/v1/health`), enforced via `depends_on: condition: service_healthy`. The Store service itself exposes its health status via `/actuator/health`, as shown in the verification step below. ``` ########## content/en/docs/quickstart/hugegraph/hugegraph-pd.md: ########## @@ -49,6 +49,52 @@ mvn clean install -DskipTests=true # target/apache-hugegraph-incubating-{version}.tar.gz ``` +#### 3.3 Docker Deployment + +The HugeGraph-PD Docker image is available on Docker Hub as `hugegraph/pd:1.7.0`. + +For a complete 3-node cluster with PD, Store, and Server, use the compose file: + +```bash +cd hugegraph/docker Review Comment: This compose-based cluster command (`cd hugegraph/docker`) assumes the HugeGraph source repository has been cloned locally (and the checkout directory is named `hugegraph`). Consider adding a short prerequisite step/link that explains where to get the compose files (e.g., clone the repo and `cd hugegraph/docker`), or use a placeholder path like `cd <hugegraph-repo>/docker`. ```suggestion For a complete 3-node cluster with PD, Store, and Server, clone the HugeGraph source repository to obtain the Docker Compose files, then use: ```bash cd <hugegraph-repo>/docker ``` ########## content/en/docs/guides/hugegraph-docker-cluster.md: ########## @@ -0,0 +1,133 @@ +--- +title: "HugeGraph Docker Cluster Guide" +linkTitle: "Docker Cluster" +weight: 5 +--- + +## Overview + +HugeGraph supports running a full distributed cluster (PD + Store + Server) via Docker using bridge networking. This works on Linux and Mac (Docker Desktop). + +Previous versions used `network_mode: host` which only worked on Linux. The cluster now uses a Docker bridge network (`hg-net`) where services communicate via container hostnames instead of `127.0.0.1`. + +## Prerequisites + +- Docker Engine 20.10+ or Docker Desktop 4.x+ +- Docker Compose v2 +- For the 3-node cluster: at least **12 GB** memory allocated to Docker Desktop (Settings → Resources → Memory) + +> **Tested platforms**: Linux (native Docker) and macOS (Docker Desktop, tested on Apple M4). Windows Docker Desktop is untested. + +## Compose Files + +Three compose files are available in the [`docker/`](https://github.com/apache/hugegraph/tree/master/docker) directory: + +| File | Description | +|------|-------------| +| `docker-compose.yml` | Single-node quickstart using pre-built images | +| `docker-compose.dev.yml` | Single-node dev build from source | +| `docker-compose-3pd-3store-3server.yml` | 3-node distributed cluster | + +## Single-Node Quickstart + +```bash +cd hugegraph/docker +HUGEGRAPH_VERSION=1.7.0 docker compose up -d +``` + +Verify: +```bash +curl http://localhost:8080/versions +``` + +## 3-Node Cluster Quickstart + +```bash +cd hugegraph/docker +HUGEGRAPH_VERSION=1.7.0 docker compose -f docker-compose-3pd-3store-3server.yml up -d +``` + +Startup ordering is enforced automatically: +1. PD nodes start first and must pass `/v1/health` +2. Store nodes start after all PD nodes are healthy +3. Server nodes start after all Store nodes are healthy + +Verify the cluster: +```bash +curl http://localhost:8620/v1/health # PD health +curl http://localhost:8520/v1/health # Store health +curl http://localhost:8080/versions # Server +curl http://localhost:8620/v1/stores # Registered stores +curl http://localhost:8620/v1/partitions # Partition assignment Review Comment: This section uses `/v1/health` as the PD/Store healthcheck endpoint, but other quickstart docs in this repo use `/actuator/health` for PD/Store health. Please align the documentation (or mention both endpoints and clarify which one is used by the compose healthchecks) to prevent inconsistent instructions. ```suggestion 1. PD nodes start first and must pass the PD healthcheck endpoint (Docker Compose uses `/actuator/health`; `/v1/health` is also available for manual checks) 2. Store nodes start after all PD nodes are healthy 3. Server nodes start after all Store nodes are healthy Verify the cluster: ```bash curl http://localhost:8620/actuator/health # PD health (same endpoint used by Docker Compose) curl http://localhost:8520/actuator/health # Store health (same endpoint used by Docker Compose) curl http://localhost:8080/versions # Server curl http://localhost:8620/v1/stores # Registered stores curl http://localhost:8620/v1/partitions # Partition assignment ``` ########## content/cn/docs/quickstart/hugegraph/hugegraph-server.md: ########## @@ -55,23 +55,23 @@ Core 模块是 Tinkerpop 接口的实现，Backend 模块用于管理数据存 </div> -另外，如果我们希望能够在一个文件中管理除了 `server` 之外的其他 Hugegraph 相关的实例，我们也可以使用 `docker-compose`完成部署，使用命令 `docker-compose up -d`，（当然只配置 `server` 也是可以的）以下是一个样例的 `docker-compose.yml`: +> **注意**：Docker compose 文件使用桥接网络（`hg-net`），适用于 Linux 和 Mac（Docker Desktop）。如需运行 3 节点分布式集群，请为 Docker Desktop 分配至少 **12 GB** 内存（设置 → 资源 → 内存）。 -```yaml -version: '3' -services: - server: - image: hugegraph/hugegraph:1.7.0 - container_name: server - environment: - - PASSWORD=xxx - # - PASSWORD=xxx 为可选参数，设置的时候可以开启鉴权模式，并设置密码 - # - PRELOAD=true - # - PRELOAD=true 为可选参数，为 True 时可以在启动的时候预加载一个内置的样例图 - ports: - - 8080:8080 +另外，如果我们希望能够在一个文件中管理 HugeGraph 相关的实例，可以使用 `docker compose` 完成部署。 +[`docker/`](https://github.com/apache/hugegraph/tree/master/docker) 目录下提供了两个 compose 文件： + +- **单节点快速启动**（预构建镜像）：`docker/docker-compose.yml` +- **单节点开发构建**（从源码构建）：`docker/docker-compose.dev.yml` Review Comment: 这里列出的 compose 文件路径是 `docker/docker-compose*.yml`，但下面示例先 `cd docker` 再执行 `docker compose up`。建议统一一种写法：要么将文件名写成 `docker-compose.yml` / `docker-compose.dev.yml`（表示在 `docker/` 目录内），要么保留 `docker/...` 路径并改为在仓库根目录下通过 `-f docker/...` 引用。 ```suggestion - **单节点快速启动**（预构建镜像）：`docker-compose.yml` - **单节点开发构建**（从源码构建）：`docker-compose.dev.yml` ``` -- This is an automated message from the Apache Git Service. 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