feat: 实验对比

react-ui/config/routes.ts

@@ -96,6 +96,11 @@ export default [
             path: ':workflowId/:id',
             component: './Experiment/training/index',
           },
+          {
+            name: '实验对比',
+            path: 'compare',
+            component: './Experiment/Comparison/index',
+          },
         ],
       },
     ],

react-ui/src/pages/Dataset/components/ResourceIntro/index.tsx

@@ -58,7 +58,7 @@ const ResourceIntro = ({ resourceType }: ResourceIntroProps) => {
           };
         }),
       );
-      if (versionParam) {
+      if (versionParam && res.data.includes(versionParam)) {
         setVersion(versionParam);
         versionParam = null;
       } else {

react-ui/src/pages/DevelopmentEnvironment/List/index.tsx

@@ -38,6 +38,7 @@ export type EditorData = {
   computing_resource: string;
   update_by: string;
   create_time: string;
+  url: string;
 };
 
 function EditorList() {
@@ -140,7 +141,14 @@ function EditorList() {
       dataIndex: 'name',
       key: 'name',
       width: '30%',
-      render: CommonTableCell(),
+      render: (text, record) =>
+        record.url ? (
+          <a href={record.url} target="_blank" rel="noreferrer">
+            {text}
+          </a>
+        ) : (
+          <span>{text ?? '--'}</span>
+        ),
     },
     {
       title: '状态',

react-ui/src/pages/Experiment/Comparison/index.less

@@ -0,0 +1,21 @@
+.experiment-comparison {
+  height: 100%;
+  &__header {
+    display: flex;
+    align-items: center;
+    height: 50px;
+    margin-bottom: 10px;
+    padding: 0 30px;
+    background-image: url(@/assets/img/page-title-bg.png);
+    background-repeat: no-repeat;
+    background-position: top center;
+    background-size: 100% 100%;
+  }
+
+  &__table {
+    height: calc(100% - 60px);
+    padding: 20px 30px 0;
+    background-color: white;
+    border-radius: 10px;
+  }
+}

react-ui/src/pages/Experiment/Comparison/index.tsx

@@ -0,0 +1,212 @@
+import CommonTableCell from '@/components/CommonTableCell';
+import { useCacheState } from '@/hooks/pageCacheState';
+import { getExpEvaluateInfosReq, getExpTrainInfosReq } from '@/services/experiment';
+import { to } from '@/utils/promise';
+import { useSearchParams } from '@umijs/max';
+import { Button, Table, TablePaginationConfig, TableProps } from 'antd';
+import classNames from 'classnames';
+import { useEffect, useState } from 'react';
+import styles from './index.less';
+
+export enum ComparisonType {
+  Train = 'train',
+  Evaluate = 'evaluate',
+}
+
+function ExperimentComparison() {
+  const [searchParams] = useSearchParams();
+  const comparisonType = searchParams.get('type');
+  const experimentId = searchParams.get('experimentId');
+  const [tableData, setTableData] = useState([]);
+  const [cacheState, setCacheState] = useCacheState();
+  const [total, setTotal] = useState(0);
+  const [selectedRowKeys, setSelectedRowKeys] = useState<React.Key[]>([]);
+  const [pagination, setPagination] = useState<TablePaginationConfig>(
+    cacheState?.pagination ?? {
+      current: 1,
+      pageSize: 10,
+    },
+  );
+
+  useEffect(() => {
+    getComparisonData();
+  }, [experimentId]);
+
+  // 获取对比数据列表
+  const getComparisonData = async () => {
+    const request =
+      comparisonType === ComparisonType.Train ? getExpTrainInfosReq : getExpEvaluateInfosReq;
+    const [res] = await to(request(experimentId));
+    if (res && res.data) {
+      const { content = [], totalElements = 0 } = res.data;
+      setTableData(content);
+      setTotal(totalElements);
+    }
+  };
+
+  // 分页切换
+  const handleTableChange: TableProps['onChange'] = (pagination, filters, sorter, { action }) => {
+    if (action === 'paginate') {
+      setPagination(pagination);
+    }
+    // console.log(pagination, filters, sorter, action);
+  };
+
+  const rowSelection: TableProps['rowSelection'] = {
+    type: 'checkbox',
+    selectedRowKeys,
+    onChange: (selectedRowKeys: React.Key[], selectedRows: any[]) => {
+      console.log(`selectedRowKeys: ${selectedRowKeys}`, 'selectedRows: ', selectedRows);
+      setSelectedRowKeys(selectedRowKeys);
+    },
+  };
+
+  const columns: TableProps['columns'] = [
+    {
+      title: '基本信息',
+      children: [
+        {
+          title: '实例ID',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: '运行时间',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: '运行状态',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: '训练数据集',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: '增量训练',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+      ],
+    },
+    {
+      title: '训练参数',
+      children: [
+        {
+          title: 'batchsize',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: 'config',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: 'epoch',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: 'lr',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: 'warmup_iters',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+      ],
+    },
+    {
+      title: '训练指标',
+      children: [
+        {
+          title: 'metrc_name',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: 'test_1',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: 'test_2',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: 'test_3',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+        {
+          title: 'test_4',
+          dataIndex: 'name',
+          key: 'name',
+          width: '30%',
+          render: CommonTableCell(),
+        },
+      ],
+    },
+  ];
+
+  return (
+    <div className={styles['experiment-comparison']}>
+      <div className={styles['experiment-comparison__header']}>
+        <Button type="default">可视化对比</Button>
+      </div>
+      <div className={classNames('vertical-scroll-table', styles['experiment-comparison__table'])}>
+        <Table
+          dataSource={tableData}
+          columns={columns}
+          rowSelection={rowSelection}
+          scroll={{ y: 'calc(100% - 55px)' }}
+          pagination={{
+            ...pagination,
+            total: total,
+            showSizeChanger: true,
+            showQuickJumper: true,
+          }}
+          onChange={handleTableChange}
+          rowKey="id"
+        />
+      </div>
+    </div>
+  );
+}
+
+export default ExperimentComparison;

react-ui/src/pages/Experiment/index.jsx

@@ -18,11 +18,12 @@ import themes from '@/styles/theme.less';
 import { elapsedTime, formatDate } from '@/utils/date';
 import { to } from '@/utils/promise';
 import { modalConfirm } from '@/utils/ui';
-import { App, Button, ConfigProvider, Space, Table, Tooltip } from 'antd';
+import { App, Button, ConfigProvider, Dropdown, Space, Table, Tooltip } from 'antd';
 import classNames from 'classnames';
 import { useEffect, useRef, useState } from 'react';
 import { useNavigate } from 'react-router-dom';
 import AddExperimentModal from './components/AddExperimentModal';
+import { ComparisonType } from './components/ComparisonModal/config';
 import TensorBoardStatus, { TensorBoardStatusEnum } from './components/TensorBoardStatus';
 import Styles from './index.less';
 import { experimentStatusInfo } from './status';
@@ -270,6 +271,26 @@ function Experiment() {
       window.open(experimentIn.tensorboardUrl, '_blank');
     }
   };
+
+  // 实验对比菜单
+  const getComparisonMenu = (experimentId) => {
+    return {
+      items: [
+        {
+          label: <span>训练对比</span>,
+          key: ComparisonType.Train,
+        },
+        {
+          label: <span>评估对比</span>,
+          key: ComparisonType.Evaluate,
+        },
+      ],
+      onClick: ({ key }) => {
+        navgite(`/pipeline/experiment/compare?type=${key}&id=${experimentId}`);
+      },
+    };
+  };
+
   const columns = [
     {
       title: '实验名称',
@@ -320,7 +341,7 @@ function Experiment() {
     {
       title: '操作',
       key: 'action',
-      width: 300,
+      width: 350,
       render: (_, record) => (
         <Space size="small">
           <Button
@@ -345,6 +366,14 @@ function Experiment() {
           >
             编辑
           </Button>
+          <Dropdown key="comparison" menu={getComparisonMenu(record.id)}>
+            <a onClick={(e) => e.preventDefault()}>
+              <Space style={{ padding: '0 7px' }}>
+                <KFIcon type="icon-shiyanduibi" />
+                实验对比
+              </Space>
+            </a>
+          </Dropdown>
           <ConfigProvider
             theme={{
               token: {

react-ui/src/pages/Experiment/index.less

@@ -58,7 +58,7 @@
   }
 
   .operation {
-    width: 284px;
+    width: 334px;
   }
 }
 .tableExpandBoxContent {

react-ui/src/requestConfig.ts

@@ -40,7 +40,7 @@ export const requestConfig: RequestConfig = {
     [
       (response: AxiosResponse) => {
         const { status, data } = response || {};
-        console.log(message, data);
+        // console.log(message, data);
         if (status >= 200 && status < 300) {
           if (data && (data instanceof Blob || data.code === 200)) {
             return response;

react-ui/src/services/experiment/index.js

@@ -116,3 +116,17 @@ export function getTensorBoardStatusReq(data) {
     data,
   });
 }
+
+// 获取当前实验的模型推理指标信息
+export function getExpEvaluateInfosReq(experimentId) {
+  return request(`/api/mmp/aim/getExpEvaluateInfos/${experimentId}`, {
+    method: 'GET',
+  });
+}
+
+// 获取当前实验的模型训练指标信息
+export function getExpTrainInfosReq(experimentId) {
+  return request(`/api/mmp//aim/getExpTrainInfos/${experimentId}`, {
+    method: 'GET',
+  });
+}

react-ui/src/services/session.ts

@@ -60,8 +60,8 @@ function patchRouteItems(route: any, menu: any, parentPath: string) {
         element: React.createElement(lazy(() => import('@/pages/' + path))),
         path: parentPath + menuItem.path,
       };
-      console.log(newRoute);
-      
+      // console.log(newRoute);
+
       route.children.push(newRoute);
       route.routes.push(newRoute);
     }
@@ -74,10 +74,7 @@ export function patchRouteWithRemoteMenus(routes: any) {
   }
   let proLayout = null;
   for (const routeItem of routes) {
-
     if (routeItem.id === 'ant-design-pro-layout') {
-      
-      
       proLayout = routeItem;
       break;
     }
@@ -101,7 +98,6 @@ export async function refreshToken() {
 }
 
 export function convertCompatRouters(childrens: API.RoutersMenuItem[]): any[] {
-
   return childrens.map((item: API.RoutersMenuItem) => {
     return {
       path: item.path,
@@ -149,12 +145,11 @@ export function getMatchMenuItem(
             const subpath = path.substr(item.path.length + 1);
             const subItem: MenuDataItem[] = getMatchMenuItem(subpath, item.routes);
             items = items.concat(subItem);
-
           } else {
             const paths = path.split('/');
             if (paths.length >= 2 && paths[0] === item.path && paths[1] === 'index') {
               console.log(item);
-              
+
               items.push(item);
             }
           }