diff --git a/dolphinscheduler-ui/src/js/conf/home/pages/dag/_source/dag.js b/dolphinscheduler-ui/src/js/conf/home/pages/dag/_source/dag.js
index 0a86186933..11f22132c7 100644
--- a/dolphinscheduler-ui/src/js/conf/home/pages/dag/_source/dag.js
+++ b/dolphinscheduler-ui/src/js/conf/home/pages/dag/_source/dag.js
@@ -91,22 +91,232 @@ Dag.prototype.toolbarEvent = function ({ item, code, is }) {
 /**
  * Echo data display
  */
-Dag.prototype.backfill = function () {
-  jsPlumb.ready(() => {
-    JSP.init({
-      dag: this.dag,
-      instance: this.instance
+Dag.prototype.backfill = function (arg) {
+  if(arg) {
+    let locationsValue = store.state.dag.locations
+    let locationsValue1 = store.state.dag.locations
+    let locationsValue2 = store.state.dag.locations
+    let arr = []
+    for (let i in locationsValue1) {
+      let objs = new Object();
+      objs.id = i
+      arr.push(Object.assign(objs,locationsValue1[i])); //Attributes
+    }
+    let tmp = []
+    for(let i in locationsValue2) {
+      if(locationsValue2[i].targetarr !='' && locationsValue2[i].targetarr.split(',').length>1) {
+        tmp.push(locationsValue2[i])
+      }
+    }
+    
+    function copy (array) {
+      let newArray = []
+      for(let item of array) {
+        newArray.push(item);
+      }
+      return  newArray;
+    }
+
+    
+    let newArr = copy(arr)
+    function getNewArr() {
+      for(let i= 0; i<newArr.length; i++) {
+        if(newArr[i].targetarr !='' && newArr[i].targetarr.split(',').length>1) {
+          newArr[i].targetarr = newArr[i].targetarr.split(',').shift()
+        }
+      }
+      return newArr
+    }
+    getNewArr()
+    /**
+    * @description Transform flat data into a tree structure
+    * @param {Array} arr Flat data
+    * @param {String} pidStr targetarr key name
+    * @param {String} idStr id key name
+    * @param {String} childrenStr children key name
+    */
+    function fommat({arrayList, pidStr = 'targetarr', idStr = 'id', childrenStr = 'children'}) {
+        let listOjb = {}; // Used to store objects of the form {key: obj}
+        let treeList = []; // An array to store the final tree structure data
+        // Transform the data into {key: obj} format, which is convenient for the following data processing
+        for (let i = 0; i < arrayList.length; i++) {
+            listOjb[arrayList[i][idStr]] = arrayList[i]
+        }
+        // Format data based on pid
+        for (let j = 0; j < arrayList.length; j++) {
+            // Determine if the parent exists
+            // let haveParent = arrayList[j].targetarr.split(',').length>1?listOjb[arrayList[j].targetarr.split(',')[0]]:listOjb[arrayList[j][pidStr]]
+            let haveParent = listOjb[arrayList[j][pidStr]]
+            if (haveParent) {
+                // If there is no parent children field, create a children field
+                !haveParent[childrenStr] && (haveParent[childrenStr] = [])
+                // Insert child in parent
+                haveParent[childrenStr].push(arrayList[j])
+            } else {
+                // If there is no parent, insert directly into the outermost layer
+                treeList.push(arrayList[j])
+            }
+        }
+        return treeList
+      }
+      let datas = fommat({arrayList: newArr,pidStr: 'targetarr'})
+    // Count the number of leaf nodes
+      function getLeafCountTree(json) {
+        if(!json.children) {
+          json.colspan = 1;
+          return 1;
+        } else {
+          let leafCount = 0;
+          for(let i = 0 ; i < json.children.length ; i++){
+            leafCount = leafCount + getLeafCountTree(json.children[i]);
+          }
+          json.colspan = leafCount;
+          return leafCount;
+        }
+      }
+      // Number of tree node levels
+      let countTree = getLeafCountTree(datas[0])
+      function getMaxFloor(treeData) {
+        let floor = 0
+        let v = this
+        let max = 0
+        function each (data, floor) {
+          data.forEach(e => {
+            e.floor = floor
+            e.x=floor*170
+            if (floor > max) {
+              max = floor
+            }
+            if (e.children) {
+              each(e.children, floor + 1)
+            }
+          })
+        }
+          each(treeData,1)
+          return max
+        }
+        getMaxFloor(datas)
+        // The last child of each node
+        let lastchildren = [];
+        forxh(datas);
+        function forxh(list) {
+          for (let i = 0; i < list.length; i++) {
+            let chlist = list[i];
+            if (chlist.children) {
+              forxh(chlist.children);
+            } else {
+              lastchildren.push(chlist);
+            }
+          }
+        }
+        // Get all parent nodes above the leaf node
+        function treeFindPath (tree, func, path,n) {
+          if (!tree) return []
+          for (const data of tree) {
+            path.push(data.name)
+            if (func(data)) return path
+            if (data.children) {
+            const findChildren = treeFindPath(data.children, func, path,n)
+            if (findChildren.length) return findChildren
+            }
+            path.pop()
+          }
+          return []
+        }
+        function toLine(data){
+          return data.reduce((arr, {id, name, targetarr, x, y, children = []}) =>
+          arr.concat([{id, name, targetarr, x, y}], toLine(children)), [])
+          return result;
+        }
+        let listarr = toLine(datas);
+        let listarrs = toLine(datas)
+        let dataObject = {}
+        for(let i = 0; i<listarrs.length; i++) {
+          delete(listarrs[i].id)
+        }
+        
+        for(let a = 0; a<listarr.length; a++) {
+          dataObject[listarr[a].id] = listarrs[a]
+        }
+        // Comparison function
+        function createComparisonFunction(propertyName) {
+          return function (object1,object2) {
+            let value1 = object1[propertyName];
+            let value2 = object2[propertyName];
+
+            if (value1 < value2) {
+              return -1;
+            } else if (value1 > value2) {
+              return 1;
+            } else {
+              return 0;
+            }
+          };
+        }
+        
+        lastchildren = lastchildren.sort(createComparisonFunction('x'))
+        
+        // Coordinate value of each leaf node
+        for(let a = 0; a<lastchildren.length; a++) {
+          dataObject[lastchildren[a].id].y = (a+1)*120
+        }
+        for(let i =0 ; i<lastchildren.length; i++) {
+          let node = treeFindPath(datas, data=> data.targetarr===lastchildren[i].targetarr,[],i+1)
+          for(let j = 0; j<node.length; j++) {
+            for(let k= 0; k<listarrs.length; k++) {
+              if(node[j] == listarrs[k].name) {
+                listarrs[k].y = (i+1)*120
+              }
+            }
+          }
+        }
+        for(let i = 0; i<tmp.length; i++) {
+          for(let objs in dataObject) {
+           if(tmp[i].name == dataObject[objs].name) {
+            dataObject[objs].targetarr = tmp[i].targetarr
+           }
+          }
+        }
+        for(let a = 0; a<lastchildren.length; a++) {
+          dataObject[lastchildren[a].id].y = (a+1)*120
+        }
+        if(countTree>1) {
+          dataObject[Object.keys(locationsValue1)[0]].y = (countTree/2)*120+50
+        }
+    
+    locationsValue = dataObject
+    jsPlumb.ready(() => {
+      JSP.init({
+        dag: this.dag,
+        instance: this.instance
+      })
+      // Backfill
+      JSP.jspBackfill({
+        // connects
+        connects: _.cloneDeep(store.state.dag.connects),
+        // Node location information
+        locations: _.cloneDeep(locationsValue),
+        // Node data
+        largeJson: _.cloneDeep(store.state.dag.tasks)
+      })
     })
-    // Backfill
-    JSP.jspBackfill({
-      // connects
-      connects: _.cloneDeep(store.state.dag.connects),
-      // Node location information
-      locations: _.cloneDeep(store.state.dag.locations),
-      // Node data
-      largeJson: _.cloneDeep(store.state.dag.tasks)
+  } else {
+    jsPlumb.ready(() => {
+      JSP.init({
+        dag: this.dag,
+        instance: this.instance
+      })
+      // Backfill
+      JSP.jspBackfill({
+        // connects
+        connects: _.cloneDeep(store.state.dag.connects),
+        // Node location information
+        locations: _.cloneDeep(store.state.dag.locations),
+        // Node data
+        largeJson: _.cloneDeep(store.state.dag.tasks)
+      })
     })
-  })
+  }
 }
 
 /**
diff --git a/dolphinscheduler-ui/src/js/conf/home/pages/dag/_source/dag.vue b/dolphinscheduler-ui/src/js/conf/home/pages/dag/_source/dag.vue
index 0c8cd2e861..94dc2651be 100644
--- a/dolphinscheduler-ui/src/js/conf/home/pages/dag/_source/dag.vue
+++ b/dolphinscheduler-ui/src/js/conf/home/pages/dag/_source/dag.vue
@@ -22,6 +22,7 @@
         <div class="bar-box roundedRect jtk-draggable jtk-droppable jtk-endpoint-anchor jtk-connected"
              :class="v === dagBarId ? 'active' : ''"
              :id="v"
+             :key="v"
              v-for="(item,v) in tasksTypeList"
              @mousedown="_getDagId(v)">
           <div data-toggle="tooltip" :title="item.description">
@@ -65,10 +66,12 @@
                v-for="(item,$index) in toolOperList"
                :class="_operationClass(item)"
                :id="item.code"
+               :key="$index"
                @click="_ckOperation(item,$event)">
               <i class="iconfont" v-html="item.icon" data-toggle="tooltip" :title="item.description" ></i>
             </a>
           </div>
+          <x-button type="text" icon="fa fa-play" @click="dagAutomaticLayout"></x-button>
           <x-button
                   data-toggle="tooltip"
                   :title="$t('Refresh DAG status')"
@@ -142,7 +145,8 @@
         isRtTasks: false,
         isRefresh: false,
         isLoading: false,
-        taskId: null
+        taskId: null,
+        arg: false,
       }
     },
     mixins: [disabledState],
@@ -153,9 +157,44 @@
     methods: {
       ...mapActions('dag', ['saveDAGchart', 'updateInstance', 'updateDefinition', 'getTaskState']),
       ...mapMutations('dag', ['addTasks', 'resetParams', 'setIsEditDag', 'setName']),
-      init () {
+      
+      // DAG automatic layout
+      dagAutomaticLayout() {
+        $('#canvas').html('')
+
+      // Destroy round robin
+        Dag.init({
+        dag: this,
+        instance: jsPlumb.getInstance({
+          Endpoint: [
+            'Dot', { radius: 1, cssClass: 'dot-style' }
+          ],
+          Connector: 'Straight',
+          PaintStyle: { lineWidth: 2, stroke: '#456' }, // Connection style
+          ConnectionOverlays: [
+            [
+              'Arrow',
+              {
+                location: 1,
+                id: 'arrow',
+                length: 12,
+                foldback: 0.8
+              }
+            ]
+          ],
+          Container: 'canvas'
+        })
+      })
+        if (this.tasks.length) {
+          Dag.backfill(true)
+        } else {
+          Dag.create()
+        }
+      },
+
+      init (args) {
         if (this.tasks.length) {
-          Dag.backfill()
+          Dag.backfill(args)
           // Process instances can view status
           if (this.type === 'instance') {
             this._getTaskState(false).then(res => {})
@@ -513,7 +552,7 @@
       })
     },
     mounted () {
-      this.init()
+      this.init(this.arg)
     },
     beforeDestroy () {
       this.resetParams()