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... ... @@ -301,170 +301,9 @@ We provide convenient cloud database service with 100,000+ daily real public opi
> To conduct a data compliance review and service upgrade, we are suspending new applications for the cloud database, effective October 1, 2025.
### 5. Docker Deployment (Recommended)
### 5. Launch System
The project provides complete Docker support, including application and database services, for easy deployment and environment isolation.
#### 5.1 Docker Requirements
- **Docker**: 20.10+
- **Docker Compose**: 2.0+
- **Available Memory**: 4GB+ recommended
- **Available Disk Space**: 10GB+ recommended
#### 5.2 Docker Quick Start
1. **Clone project and enter directory**
```bash
git clone https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem.git
cd Weibo_PublicOpinion_AnalysisSystem
```
2. **Configure environment variables**
```bash
# Copy environment variable template
cp .env.example .env
# Edit environment variable file and fill in required configurations
vim .env
```
> **Note:** The application reads database settings from `.env`. Keep `DB_DIALECT=postgresql` when using the bundled PostgreSQL service; change it only if you switch to another database engine.
**Important environment variable configuration**:
```bash
# LLM API configuration (required)
INSIGHT_ENGINE_API_KEY="your_api_key"
INSIGHT_ENGINE_BASE_URL="https://api.moonshot.cn/v1"
INSIGHT_ENGINE_MODEL_NAME="kimi-k2-0711-preview"
# Media Agent configuration
MEDIA_ENGINE_API_KEY="your_api_key"
MEDIA_ENGINE_BASE_URL="https://api.moonshot.cn/v1"
MEDIA_ENGINE_MODEL_NAME="kimi-k2-0711-preview"
# Query Agent configuration
QUERY_ENGINE_API_KEY="your_api_key"
QUERY_ENGINE_BASE_URL="https://api.moonshot.cn/v1"
QUERY_ENGINE_MODEL_NAME="kimi-k2-0711-preview"
# Report Agent configuration
REPORT_ENGINE_API_KEY="your_api_key"
REPORT_ENGINE_BASE_URL="https://api.moonshot.cn/v1"
REPORT_ENGINE_MODEL_NAME="kimi-k2-0711-preview"
# Database configuration (using built-in Docker PostgreSQL)
POSTGRES_USER=bettafish
POSTGRES_PASSWORD=bettafish
POSTGRES_DB=bettafish
POSTGRES_PORT=5444
```
3. **Start Docker services**
```bash
# Build and start all services
docker-compose up -d
# Check service status
docker-compose ps
# View logs
docker-compose logs -f bettafish
```
4. **Access applications**
- **Main Application**: http://localhost:5000
- **Insight Engine**: http://localhost:8501
- **Media Engine**: http://localhost:8502
- **Query Engine**: http://localhost:8503
#### 5.3 Docker Management Commands
```bash
# Start all services
docker-compose up -d
# Stop all services
docker-compose down
# Stop and delete all data (use with caution)
docker-compose down -v
# Rebuild and start
docker-compose up --build -d
# View real-time logs
docker-compose logs -f
# View specific service logs
docker-compose logs -f bettafish
docker-compose logs -f db
# Enter container
docker-compose exec bettafish bash
# Backup database
docker-compose exec db pg_dump -U bettafish bettafish > backup.sql
# Restore database
docker-compose exec -T db psql -U bettafish bettafish < backup.sql
```
#### 5.4 Docker Data Persistence
The project configures the following data volumes:
- `./logs`: Application log files
- `./final_reports`: Generated analysis reports
- `./insight_engine_streamlit_reports`: Insight Engine reports
- `./media_engine_streamlit_reports`: Media Engine reports
- `./query_engine_streamlit_reports`: Query Engine reports
- `./db_data`: PostgreSQL database data
#### 5.5 Docker Troubleshooting
**Common issues and solutions**:
1. **Port conflicts**
```bash
# Check port usage
netstat -tulpn | grep :5000
# Or modify port mapping in docker-compose.yml
```
2. **Insufficient memory**
```bash
# Increase Docker memory limits
# Adjust resource allocation in Docker Desktop
```
3. **Permission issues**
```bash
# Ensure scripts have execute permissions
chmod +x scripts/*.sh
# Ensure data directory permissions are correct
sudo chown -R $USER:$USER ./
```
4. **Build failures**
```bash
# Clear Docker cache and rebuild
docker system prune -a
docker-compose build --no-cache
```
5. **Service won't start**
```bash
# Check logs to troubleshoot
docker-compose logs bettafish
# Check environment variable configuration
docker-compose config
```
### 6. Traditional Deployment
#### 6.1 Complete System Launch (Recommended)
#### 5.1 Complete System Launch (Recommended)
```bash
# In project root directory, activate conda environment
... ... @@ -485,13 +324,13 @@ python app.py
> Note 1: After a run is terminated, the Streamlit app might not shut down correctly and may still be occupying the port. If this occurs, find the process that is holding the port and kill it.
> Note 2: Data scraping needs to be performed as a separate operation. Please refer to the instructions in section 6.3.
> Note 2: Data scraping needs to be performed as a separate operation. Please refer to the instructions in section 5.3.
> Note 3: If page display issues occur during remote server deployment, see [PR#45](https://github.com/666ghj/BettaFish/pull/45)
Visit http://localhost:5000 to use the complete system
#### 6.2 Launch Individual Agents
#### 5.2 Launch Individual Agents
```bash
# Start QueryEngine
... ... @@ -504,7 +343,7 @@ streamlit run SingleEngineApp/media_engine_streamlit_app.py --server.port 8502
streamlit run SingleEngineApp/insight_engine_streamlit_app.py --server.port 8501
```
#### 6.3 Crawler System Standalone Use
#### 5.3 Crawler System Standalone Use
This section has detailed configuration documentation: [MindSpider Usage Guide](./MindSpider/README.md)
... ...
... ... @@ -300,170 +300,9 @@ python main.py --setup
> 为进行数据合规性审查与服务升级，云数据库自2025年10月1日起暂停接收新的使用申请
### 5. Docker 部署（推荐）
### 5. 启动系统
项目提供了完整的Docker支持，包含应用程序和数据库服务，便于快速部署和环境隔离。
#### 5.1 Docker 环境要求
- **Docker**: 20.10+
- **Docker Compose**: 2.0+
- **可用内存**: 建议4GB以上
- **可用磁盘空间**: 建议10GB以上
#### 5.2 Docker 快速启动
1. **克隆项目并进入目录**
```bash
git clone https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem.git
cd Weibo_PublicOpinion_AnalysisSystem
```
2. **配置环境变量**
```bash
# 复制环境变量模板
cp .env.example .env
# 编辑环境变量文件，填入必要的配置
vim .env
```
> **提示：** 应用会从 `.env` 读取数据库相关配置。使用内置 PostgreSQL 时请保持 `DB_DIALECT=postgresql`，只有在切换到其他数据库引擎时再调整该值。
**重要环境变量配置**：
```bash
# LLM API配置（必需）
INSIGHT_ENGINE_API_KEY="your_api_key"
INSIGHT_ENGINE_BASE_URL="https://api.moonshot.cn/v1"
INSIGHT_ENGINE_MODEL_NAME="kimi-k2-0711-preview"
# Media Agent配置
MEDIA_ENGINE_API_KEY="your_api_key"
MEDIA_ENGINE_BASE_URL="https://api.moonshot.cn/v1"
MEDIA_ENGINE_MODEL_NAME="kimi-k2-0711-preview"
# Query Agent配置
QUERY_ENGINE_API_KEY="your_api_key"
QUERY_ENGINE_BASE_URL="https://api.moonshot.cn/v1"
QUERY_ENGINE_MODEL_NAME="kimi-k2-0711-preview"
# Report Agent配置
REPORT_ENGINE_API_KEY="your_api_key"
REPORT_ENGINE_BASE_URL="https://api.moonshot.cn/v1"
REPORT_ENGINE_MODEL_NAME="kimi-k2-0711-preview"
# 数据库配置（使用Docker内置PostgreSQL）
POSTGRES_USER=bettafish
POSTGRES_PASSWORD=bettafish
POSTGRES_DB=bettafish
POSTGRES_PORT=5444
```
3. **启动Docker服务**
```bash
# 构建并启动所有服务
docker-compose up -d
# 查看服务状态
docker-compose ps
# 查看日志
docker-compose logs -f bettafish
```
4. **访问应用**
- **主应用**: http://localhost:5000
- **Insight Engine**: http://localhost:8501
- **Media Engine**: http://localhost:8502
- **Query Engine**: http://localhost:8503
#### 5.3 Docker 管理命令
```bash
# 启动所有服务
docker-compose up -d
# 停止所有服务
docker-compose down
# 停止并删除所有数据（谨慎使用）
docker-compose down -v
# 重新构建并启动
docker-compose up --build -d
# 查看实时日志
docker-compose logs -f
# 查看特定服务日志
docker-compose logs -f bettafish
docker-compose logs -f db
# 进入容器内部
docker-compose exec bettafish bash
# 备份数据库
docker-compose exec db pg_dump -U bettafish bettafish > backup.sql
# 恢复数据库
docker-compose exec -T db psql -U bettafish bettafish < backup.sql
```
#### 5.4 Docker 数据持久化
项目配置了以下数据卷：
- `./logs`: 应用日志文件
- `./final_reports`: 生成的分析报告
- `./insight_engine_streamlit_reports`: Insight Engine报告
- `./media_engine_streamlit_reports`: Media Engine报告
- `./query_engine_streamlit_reports`: Query Engine报告
- `./db_data`: PostgreSQL数据库数据
#### 5.5 Docker 故障排除
**常见问题及解决方案**：
1. **端口冲突**
```bash
# 检查端口占用
netstat -tulpn | grep :5000
# 或修改docker-compose.yml中的端口映射
```
2. **内存不足**
```bash
# 增加Docker内存限制
# 在Docker Desktop中调整资源分配
```
3. **权限问题**
```bash
# 确保脚本有执行权限
chmod +x scripts/*.sh
# 确保数据目录权限正确
sudo chown -R $USER:$USER ./
```
4. **构建失败**
```bash
# 清理Docker缓存并重新构建
docker system prune -a
docker-compose build --no-cache
```
5. **服务无法启动**
```bash
# 检查日志排查问题
docker-compose logs bettafish
# 检查环境变量配置
docker-compose config
```
### 6. 传统方式启动
#### 6.1 完整系统启动
#### 5.1 完整系统启动（推荐）
```bash
# 在项目根目录下，激活conda环境
... ... @@ -473,7 +312,7 @@ conda activate your_conda_name
python app.py
```
uv 版本启动命令
uv 版本启动命令
```bash
# 在项目根目录下，激活uv环境
.venv\Scripts\activate
... ... @@ -484,13 +323,13 @@ python app.py
> 注1：一次运行终止后，streamlit app可能结束异常仍然占用端口，此时搜索占用端口的进程kill掉即可
> 注2：数据爬取需要单独操作，见6.3指引
> 注2：数据爬取需要单独操作，见5.3指引
> 注3：如果服务器远程部署出现页面显示问题，见[PR#45](https://github.com/666ghj/BettaFish/pull/45)
访问 http://localhost:5000 即可使用完整系统
#### 6.2 单独启动某个Agent
#### 5.2 单独启动某个Agent
```bash
# 启动QueryEngine
... ... @@ -503,7 +342,7 @@ streamlit run SingleEngineApp/media_engine_streamlit_app.py --server.port 8502
streamlit run SingleEngineApp/insight_engine_streamlit_app.py --server.port 8501
```
#### 6.3 爬虫系统单独使用
#### 5.3 爬虫系统单独使用
这部分有详细的配置文档：[MindSpider使用说明](./MindSpider/README.md)
... ...