README.md

---
title: topic-clustering-global-dashboard
app_file: service_periodic.py
sdk: gradio
sdk_version: 4.43.0
---
## Build docker
```
docker build -t clustering-dashboard .
docker run -d --restart=always --name clustering-dashboard clustering-dashboard
```

## Deploy TRT
```
scp -r docker/api_trt/Dockerfile  ./
docker build -t api-clustering .
docker run --gpus 1  --dns 8.8.8.8 -it  -p 8633:8633 -v /home/dp04/topic-clustering-global-dashboard:/app -t --name api-clustering api-clustering
```

### Topic Clustering
1. API clustering port 8633: dùng cho phân cụm NEWS trong các loại báo cáo ( báo cáo nhanh, báo cáo tổng quan, báo cáo template,...)
- Command: 
    ```
    docker run --gpus all -it --rm -v /home/vietle/topic-clustering:/home/vietle/topic-clustering --name topic_clustering_trt_sb  -p 8636:8633 topic-clustering-trt
    cd /home/vietle/topic-clustering && CUDA_VISIBLE_DEVICES=<cuda_device_id>  python main_cache.py
    ```
- screen: 52097.clustering.trt
2. API clustering social: Phân cụm tin tức social
- Command: cd /home/vietle/topic-clustering/ && source docker_venv/bin/activate && uvicorn service_social:app --host 0.0.0.0 --port 8635
- Screen: 37529.clustering.social
3. Phân cụm cho global dashboard:
- API: 
    ```
    CMD: systemctl status bzo_clustering_api_cpu.service (port 8634)
    Screen: 21445.clustering.cpu
    ```
- Consumer: 
    + Phân cụm daily: 
    ```
    Command: cd /home/vietle/topic-clustering/ && source docker_venv/bin/activate && OMP_NUM_THREADS=16 CUDA_VISIBLE_DEVICES=-1 python consumer_clustering.py
    Screen: 16024.bzo.clustering_daily
    ```
    + Phân cụm weekly/monthly:
    ```
    Command: cd /home/vietle/topic-clustering/ && source docker_venv/bin/activate &&  OMP_NUM_THREADS=16 CUDA_VISIBLE_DEVICES='-1' python consumer_merge_clustering.py
    Screen: 60767.bzo.clustering_monthly
    ```

4. Phân cụm điểm tin:
- Command: 
    ```
    docker run --gpus all -it --rm -v /home/vietle/topic-clustering:/home/vietle/topic-clustering --name topic_clustering_trt_sb  -p 8636:8633 topic-clustering-trt
    cd /home/vietle/topic-clustering/ && python main_cache_Thien.py
    ```