icns-distributed-cloud/MLOps_Frontend

khu-data-studio-ui

Run Project

git clone -b hyeonki https://github.com/icns-distributed-cloud/MLOps_Frontend.git
cd MLOps_Frontend

apt-get update && apt-get install -y
apt install npm -y
npm install
npm run serve

Set Server IP Address

MLOps_Frontend/src/main.js

Backend connect

line 17
axios.defaults.baseURL = "http://[Backend IP Address]:[portnum]";

Set Base URL

MLOps_Frontend/src/store/index.js

line 11~14

state: {
    userId: 0,
    baseURL: "Put base URL"  //example: "http://data.icnslab.net"
  },

MLOps_Frontend/src/components/preprocessing/Column-engineering/CorrMethodSelectModal.vue

//Set Model Info URL

line 129~135
  mounted(){
    // 모델정보 읽어올 URL부분 수정
    this.BASEURL= this.$store.state.baseURL + "/outputs/" + String(this.model_info.trainId);
    //this.BASEURL= this.$store.state.baseURL + "/outputs/" + String(1);
    this.FIG1URL= this.BASEURL+"/fig1.png";
    this.FIG2URL= this.BASEURL+"/fig2.png";
    this.LOGURL= this.BASEURL+"/process.log";

MLOps_Frontend/src/components/datatrain/ModelModal.vue

//Set Corelation Figure URL

line 63~71
mounted(){
    // 상관계수 이미지 주소 변경할 부분
    this.BASEURL= this.$store.state.baseURL +'/'+ this.dataset.miniDatasetPath.slice(0, -4);
    this.Pearson_heatmap= this.BASEURL+"_Pearson_heatmap.png";
    this.Spearman_heatmap= this.BASEURL+"_Spearman_heatmap.png";
    this.Kendall_heatmap= this.BASEURL+"_Kendall_heatmap.png";

    console.log(this.Pearson_heatmap);
  },

Call DrawDatasetTables

MLOps_Frontend/src/components/common/DatasetDrawTable.vue

Get table

line 77~84
drawTable(){
      this.path = this.$store.state.baseURL +'/'+ this.path;
      console.log(this.path);
      fetch(this.path)
        .then((res) => {
          this.EditTable(res);
        });
    },

MLOps_Frontend/src/components/preprocessing/Column-engineering/DemoDatasetDrawTable.vue

Get table

line 77~88
    drawTable(){
      if (this.path == null){
        alert("데이터를 찾을 수 없습니다.");  
      }
      else{
        this.path = this.$store.state.baseURL +'/'+ this.path;
        fetch(this.path)
        .then((res) => {
          this.EditTable(res);
        });
      }
    },

Add

Project setup

npm install

Compiles and hot-reloads for development

npm run serve

Compiles and minifies for production

npm run build

Lints and fixes files

npm run lint

Customize configuration

See Configuration Reference.