chore: update

package.json

@@ -14,12 +14,13 @@
     "@fortaine/fetch-event-source": "^3.0.6",
     "@tanstack/react-query": "^5.67.1",
     "antd": "^5.24.3",
-    "axios": "^1.8.1",
+    "axios": "^1.8.3",
     "blueimp-md5": "^2.19.0",
     "lodash-es": "^4.17.21",
     "lucide-react": "^0.477.0",
-    "react": "^18.2.0",
-    "react-dom": "^18.2.0",
+    "openai": "^4.87.3",
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1",
     "react-markdown": "^10.1.0",
     "react-router": "^7.3.0",
     "remark-gfm": "^4.0.1",
@@ -30,17 +31,17 @@
     "@types/blueimp-md5": "^2.18.2",
     "@types/lodash-es": "^4.17.12",
     "@types/node": "^22.13.9",
-    "@types/react": "^18.2.66",
-    "@types/react-dom": "^18.2.22",
-    "@typescript-eslint/eslint-plugin": "^7.2.0",
-    "@typescript-eslint/parser": "^7.2.0",
-    "@vitejs/plugin-react-swc": "^3.5.0",
+    "@types/react": "^18.3.18",
+    "@types/react-dom": "^18.3.5",
+    "@typescript-eslint/eslint-plugin": "^7.18.0",
+    "@typescript-eslint/parser": "^7.18.0",
+    "@vitejs/plugin-react-swc": "^3.8.0",
     "eslint": "^8.57.0",
-    "eslint-plugin-react-hooks": "^4.6.0",
-    "eslint-plugin-react-refresh": "^0.4.6",
+    "eslint-plugin-react-hooks": "^5.2.0",
+    "eslint-plugin-react-refresh": "^0.4.19",
     "sass-embedded": "^1.85.1",
     "typescript": "^5.2.2",
-    "vite": "^5.2.0",
-    "vite-plugin-mkcert": "^1.17.7"
+    "vite": "^6.2.2",
+    "vite-plugin-mkcert": "^1.17.8"
   }
 }

src/components/AppList.tsx

@@ -55,6 +55,7 @@ const AppList = forwardRef<AppListRef, AppListProps>(
     }
 
     const pagination = {
+      hideOnSinglePage: true,
       showSizeChanger: true,
       showQuickJumper: true,
       pageSizeOptions: [10, 20, 30, 40, 50],

src/components/ai/AIChat.scss

@@ -13,6 +13,8 @@
     height: calc(100% - 56px);
   }
   .input-container {
+    padding: 10px;
+    background-color: #fff;
     margin-top: 10px;
     fill: #fff;
     border: 1px solid #e0e3e6;
@@ -21,44 +23,41 @@
     stroke: #d9d9d9;
     filter: drop-shadow(0px 0px 11px rgba(0, 0, 0, 0.05));
     transition: border-color 0.3s;
-    overflow: hidden;
-  }
-  .input-box {
-    display: flex;
-    align-items: center;
-    padding: 10px;
-    background-color: #fff;
-    .edit-area {
-      flex: 1;
-      position: relative;
-      max-height: 160px;
-      overflow: hidden auto;
-    }
-    .pre-prompt {
-      position: absolute;
-      top: 0;
-      left: 0;
-      z-index: 1;
-      line-height: 1.7;
-      background-color: #e6eaf0;
-      border-radius: 4px;
-      padding: 4px 8px 3px;
-      font-size: 14px;
-      font-weight: 500;
-    }
-    .content {
-      padding: 0;
-      border: 0;
-      background: none;
-      box-shadow: none;
-      font-size: 14px;
-      line-height: 30px;
+    .input-box {
+      .edit-area {
+        max-height: 100px;
+        overflow: hidden auto;
+      }
+      .pre-prompt {
+        position: absolute;
+        top: 0;
+        left: 0;
+        z-index: 1;
+        line-height: 1.7;
+        background-color: #e6eaf0;
+        border-radius: 4px;
+        padding: 4px 8px 3px;
+        font-size: 14px;
+        font-weight: 500;
+      }
+      .content {
+        padding: 0;
+        border: 0;
+        background: none;
+        box-shadow: none;
+        font-size: 14px;
+        line-height: 30px;
+      }
     }
     .input-tools {
-      align-self: flex-end;
+      margin-top: 10px;
       display: flex;
       align-items: center;
+      justify-content: space-between;
       gap: 10px;
+      .ant-select {
+        --ant-border-radius: 15px;
+      }
     }
   }
 

src/components/ai/AIChat.tsx

-import { useState, KeyboardEvent } from 'react'
+import { useState, KeyboardEvent, useEffect, useRef } from 'react'
 import { Button, Card, FloatButton, Select } from 'antd'
 import { CircleArrowLeft, CircleArrowRight } from 'lucide-react'
 import './AIChat.scss'
-import { OpenAIOutlined, SendOutlined } from '@ant-design/icons'
+import { OpenAIOutlined, ArrowUpOutlined } from '@ant-design/icons'
 import TextArea from 'antd/es/input/TextArea'
 import { useAI, AIMessage } from '@/hooks/useAI'
 import Markdown from 'react-markdown'
@@ -21,7 +21,7 @@ export const MessageItem = ({ message }: { message: AIMessage }) => {
 }
 
 export default function AIChat() {
-  const [collapsed, setCollapsed] = useState(false)
+  const [collapsed, setCollapsed] = useState(true)
 
   const toggleCollapsed = () => {
     setCollapsed(!collapsed)
@@ -42,6 +42,14 @@ export default function AIChat() {
     post({ content })
   }
 
+  const messageScrollRef = useRef<HTMLDivElement | null>(null)
+  useEffect(() => {
+    if (messageScrollRef.current) {
+      const scrollContainer = messageScrollRef.current
+      scrollContainer.scrollTop = scrollContainer.scrollHeight
+    }
+  }, [isLoading])
+
   if (collapsed) {
     return (
       <Card
@@ -49,12 +57,11 @@ export default function AIChat() {
         title="AI对话"
         extra={<span onClick={toggleCollapsed}>{collapsed ? <CircleArrowRight /> : <CircleArrowLeft />}</span>}>
         <div className="ai-chat-container">
-          <div className="message-scroll">
+          <div className="message-scroll" ref={messageScrollRef}>
             {messages.map((message) => {
               return <MessageItem message={message}></MessageItem>
             })}
           </div>
-          <Select value={ai} options={options} onChange={setAI} style={{ width: '100%' }}></Select>
           <div className="input-container">
             <div className="input-box">
               <div className="edit-area">
@@ -62,20 +69,27 @@ export default function AIChat() {
                   className="content"
                   autoSize
                   value={content}
-                  placeholder="今天需要我做些什么？shift+enter换行"
+                  placeholder="shift+enter换行"
                   onChange={(e) => setContent(e.target.value)}
                   onKeyDown={handleEnterSearch}
                 />
               </div>
-              <div className="input-tools">
-                <Button
-                  type="primary"
-                  size="large"
-                  icon={<SendOutlined />}
-                  onClick={handleSearch}
-                  loading={isLoading}
-                />
-              </div>
+            </div>
+            <div className="input-tools">
+              <Select
+                value={ai}
+                options={options}
+                onChange={setAI}
+                variant="filled"
+                suffixIcon={null}
+                popupMatchSelectWidth={100}></Select>
+              <Button
+                type="primary"
+                shape="circle"
+                icon={<ArrowUpOutlined />}
+                onClick={handleSearch}
+                loading={isLoading}
+              />
             </div>
             <div className="upload-list"></div>
           </div>

src/components/data/DataWrap.tsx

@@ -17,7 +17,7 @@ export default function DataWrap({
   buttons?: ReactNode
   headerRender?: (data: any) => ReactNode
   empty?: ReactNode
-  hasAI: boolean
+  hasAI?: boolean
 }) {
   const [pagination, setPagination] = useState({ page: 1, 'per-page': 100 })
   const { data, isPending } = useDataQuery(pagination)

src/modules/data/read/exploration/components/ErrorButtonModal.tsx

+import { useState } from 'react'
+import { Button, Radio, Divider, Flex, Modal, Steps } from 'antd'
+import type { RadioChangeEvent } from 'antd'
+import { useNavigate } from 'react-router'
+
+const plainOptions = ['会员情况', '客户满意度', '出生日期', '访问页面时长', '交易状态', '商品状态', '快递反馈']
+
+export default function ButtonModal() {
+  const navigate = useNavigate()
+  const [open, setOpen] = useState(false)
+  const [current, setCurrent] = useState(0)
+
+  const [value, setValue] = useState(1)
+
+  const onChange = (e: RadioChangeEvent) => {
+    setValue(e.target.value)
+  }
+  const next = () => {
+    setCurrent(current + 1)
+  }
+
+  const prev = () => {
+    setCurrent(current - 1)
+  }
+
+  const steps = [
+    {
+      title: '探索逻辑错误字段',
+    },
+    {
+      title: '处理逻辑错误',
+    },
+  ]
+
+  const style: React.CSSProperties = {
+    display: 'flex',
+    flexDirection: 'column',
+    gap: 8,
+  }
+  return (
+    <>
+      <Button type="primary" onClick={() => setOpen(true)}>
+        逻辑错误值
+      </Button>
+      <Modal
+        title="逻辑错误值探索"
+        open={open}
+        footer={
+          <Flex justify="center" gap={20}>
+            {current === 0 && <Button type="primary">智能探索字段数据逻辑错误</Button>}
+
+            {current > 0 && (
+              <Button style={{ margin: '0 8px' }} onClick={() => prev()}>
+                上一步
+              </Button>
+            )}
+            {current < steps.length - 1 && (
+              <Button type="primary" onClick={() => next()}>
+                下一步
+              </Button>
+            )}
+            {current === steps.length - 1 && (
+              <Button type="primary" onClick={() => navigate('/data/preprocess/error')}>
+                跳转数据预处理
+              </Button>
+            )}
+          </Flex>
+        }
+        destroyOnClose
+        width={800}
+        onCancel={() => setOpen(false)}>
+        <div style={{ minHeight: 300, padding: '40px 0' }}>
+          <Steps current={current} labelPlacement="vertical" items={steps} />
+          <Divider />
+          <Flex justify="space-between">探索结果：</Flex>
+          <Divider dashed />
+          <Radio.Group options={plainOptions} value={value} onChange={onChange} style={style} />
+        </div>
+      </Modal>
+    </>
+  )
+}

src/modules/data/read/exploration/components/MaxButtonModal.tsx

+import { useState } from 'react'
+import { Button, Radio, Divider, Flex, Modal, Steps } from 'antd'
+import type { RadioChangeEvent } from 'antd'
+import { useNavigate } from 'react-router'
+
+const plainOptions = ['会员情况', '客户满意度', '出生日期', '访问页面时长', '交易状态', '商品状态', '快递反馈']
+
+export default function ButtonModal() {
+  const navigate = useNavigate()
+  const [open, setOpen] = useState(false)
+  const [current, setCurrent] = useState(0)
+
+  const [value, setValue] = useState(1)
+
+  const onChange = (e: RadioChangeEvent) => {
+    setValue(e.target.value)
+  }
+  const next = () => {
+    setCurrent(current + 1)
+  }
+
+  const prev = () => {
+    setCurrent(current - 1)
+  }
+
+  const steps = [
+    {
+      title: '探索过大值字段',
+    },
+    {
+      title: '处理过大值',
+    },
+  ]
+
+  const style: React.CSSProperties = {
+    display: 'flex',
+    flexDirection: 'column',
+    gap: 8,
+  }
+  return (
+    <>
+      <Button type="primary" onClick={() => setOpen(true)}>
+        过大值
+      </Button>
+      <Modal
+        title="过大值探索"
+        open={open}
+        footer={
+          <Flex justify="center" gap={20}>
+            {current === 0 && <Button type="primary">智能探索过大值字段</Button>}
+
+            {current > 0 && (
+              <Button style={{ margin: '0 8px' }} onClick={() => prev()}>
+                上一步
+              </Button>
+            )}
+            {current < steps.length - 1 && (
+              <Button type="primary" onClick={() => next()}>
+                下一步
+              </Button>
+            )}
+            {current === steps.length - 1 && (
+              <Button type="primary" onClick={() => navigate('/data/preprocess/max')}>
+                跳转数据预处理
+              </Button>
+            )}
+          </Flex>
+        }
+        destroyOnClose
+        width={800}
+        onCancel={() => setOpen(false)}>
+        <div style={{ minHeight: 300, padding: '40px 0' }}>
+          <Steps current={current} labelPlacement="vertical" items={steps} />
+          <Divider />
+          <Flex justify="space-between">探索结果：</Flex>
+          <Divider dashed />
+          <Radio.Group options={plainOptions} value={value} onChange={onChange} style={style} />
+        </div>
+      </Modal>
+    </>
+  )
+}

src/modules/data/read/exploration/components/MinButtonModal.tsx

+import { useState } from 'react'
+import { Button, Radio, Divider, Flex, Modal, Steps } from 'antd'
+import type { RadioChangeEvent } from 'antd'
+import { useNavigate } from 'react-router'
+
+const plainOptions = ['会员情况', '客户满意度', '出生日期', '访问页面时长', '交易状态', '商品状态', '快递反馈']
+
+export default function ButtonModal() {
+  const navigate = useNavigate()
+  const [open, setOpen] = useState(false)
+  const [current, setCurrent] = useState(0)
+
+  const [value, setValue] = useState(1)
+
+  const onChange = (e: RadioChangeEvent) => {
+    setValue(e.target.value)
+  }
+  const next = () => {
+    setCurrent(current + 1)
+  }
+
+  const prev = () => {
+    setCurrent(current - 1)
+  }
+
+  const steps = [
+    {
+      title: '探索过小值字段',
+    },
+    {
+      title: '处理过小值',
+    },
+  ]
+
+  const style: React.CSSProperties = {
+    display: 'flex',
+    flexDirection: 'column',
+    gap: 8,
+  }
+  return (
+    <>
+      <Button type="primary" onClick={() => setOpen(true)}>
+        过小值
+      </Button>
+      <Modal
+        title="过小值探索"
+        open={open}
+        footer={
+          <Flex justify="center" gap={20}>
+            {current === 0 && <Button type="primary">智能探索过小值字段</Button>}
+
+            {current > 0 && (
+              <Button style={{ margin: '0 8px' }} onClick={() => prev()}>
+                上一步
+              </Button>
+            )}
+            {current < steps.length - 1 && (
+              <Button type="primary" onClick={() => next()}>
+                下一步
+              </Button>
+            )}
+            {current === steps.length - 1 && (
+              <Button type="primary" onClick={() => navigate('/data/preprocess/min')}>
+                跳转数据预处理
+              </Button>
+            )}
+          </Flex>
+        }
+        destroyOnClose
+        width={800}
+        onCancel={() => setOpen(false)}>
+        <div style={{ minHeight: 300, padding: '40px 0' }}>
+          <Steps current={current} labelPlacement="vertical" items={steps} />
+          <Divider />
+          <Flex justify="space-between">探索结果：</Flex>
+          <Divider dashed />
+          <Radio.Group options={plainOptions} value={value} onChange={onChange} style={style} />
+        </div>
+      </Modal>
+    </>
+  )
+}

src/modules/data/read/exploration/components/NullButtonModal.tsx

+import { useState } from 'react'
+import { Button, Checkbox, Divider, Flex, Modal, Steps } from 'antd'
+import type { CheckboxProps } from 'antd'
+import { useNavigate } from 'react-router'
+
+const CheckboxGroup = Checkbox.Group
+
+const plainOptions = ['会员情况', '客户满意度', '出生日期', '访问页面时长', '交易状态', '商品状态', '快递反馈']
+const defaultCheckedList = ['会员情况', '客户满意度']
+
+export default function ButtonModal() {
+  const navigate = useNavigate()
+
+  const [open, setOpen] = useState(false)
+  const [current, setCurrent] = useState(0)
+
+  const [checkedList, setCheckedList] = useState<string[]>(defaultCheckedList)
+
+  const checkAll = plainOptions.length === checkedList.length
+  const indeterminate = checkedList.length > 0 && checkedList.length < plainOptions.length
+
+  const onChange = (list: string[]) => {
+    setCheckedList(list)
+  }
+
+  const onCheckAllChange: CheckboxProps['onChange'] = (e) => {
+    setCheckedList(e.target.checked ? plainOptions : [])
+  }
+
+  const next = () => {
+    setCurrent(current + 1)
+  }
+
+  const prev = () => {
+    setCurrent(current - 1)
+  }
+
+  const steps = [
+    {
+      title: '探索缺失值字段',
+      content: (
+        <>
+          <Flex justify="space-between">
+            探索结果：
+            <Checkbox indeterminate={indeterminate} onChange={onCheckAllChange} checked={checkAll}>
+              全选
+            </Checkbox>
+          </Flex>
+          <Divider dashed />
+          <CheckboxGroup options={plainOptions} value={checkedList} onChange={onChange} />
+        </>
+      ),
+    },
+    {
+      title: '探索字段缺失值',
+      content: (
+        <>
+          <Flex justify="space-between">探索结果：</Flex>
+          <Divider dashed />
+          <p>字段1：该字段有缺失值的数据有：A000001、A000002...</p>
+          <p>字段1：该字段有缺失值的数据有：A000001、A000002...</p>
+          <p>字段1：该字段有缺失值的数据有：A000001、A000002...</p>
+          <p>字段1：该字段有缺失值的数据有：A000001、A000002...</p>
+          <p>字段1：该字段有缺失值的数据有：A000001、A000002...</p>
+        </>
+      ),
+    },
+    {
+      title: '填充字段缺失值',
+      content: (
+        <>
+          <Flex justify="space-between">
+            请选择需要填充的字段：
+            <Checkbox indeterminate={indeterminate} onChange={onCheckAllChange} checked={checkAll}>
+              全选
+            </Checkbox>
+          </Flex>
+          <Divider dashed />
+          <CheckboxGroup options={plainOptions} value={checkedList} onChange={onChange} />
+        </>
+      ),
+    },
+  ]
+
+  return (
+    <>
+      <Button type="primary" onClick={() => setOpen(true)}>
+        缺失值
+      </Button>
+      <Modal
+        title="缺失值探索"
+        open={open}
+        footer={
+          <Flex justify="center" gap={20}>
+            {current === 0 && <Button type="primary">智能探索缺失值字段</Button>}
+            {current === 0 && (
+              <Button type="primary" disabled={!checkedList.length} onClick={() => next()}>
+                进一步探索字段缺失值情况
+              </Button>
+            )}
+
+            {current > 0 && (
+              <Button style={{ margin: '0 8px' }} onClick={() => prev()}>
+                上一步
+              </Button>
+            )}
+            {current > 0 && current < steps.length - 1 && (
+              <Button type="primary" onClick={() => next()}>
+                下一步
+              </Button>
+            )}
+            {current === steps.length - 1 && (
+              <Button type="primary" onClick={() => navigate('/data/preprocess/null')}>
+                跳转数据预处理
+              </Button>
+            )}
+          </Flex>
+        }
+        destroyOnClose
+        width={800}
+        onCancel={() => setOpen(false)}>
+        <div style={{ minHeight: 300, padding: '40px 0' }}>
+          <Steps current={current} labelPlacement="vertical" items={steps} />
+          <Divider />
+          <div>{steps[current].content}</div>
+        </div>
+      </Modal>
+    </>
+  )
+}

src/modules/data/read/exploration/components/OtherButtonModal.tsx

+import { useState, useMemo } from 'react'
+import { Button, Flex, Modal, Table, Checkbox } from 'antd'
+import { DownloadOutlined } from '@ant-design/icons'
+
+export default function ButtonModal() {
+  const [open, setOpen] = useState(false)
+  const [title, setTitle] = useState('')
+
+  const handleOpen = (button: { name: string; key: string }) => {
+    setSelectedButtons([button.key])
+    setTitle(`探索` + button.name)
+    setOpen(true)
+  }
+
+  const buttons = useMemo(() => {
+    return [
+      { name: '最大值', key: 'max' },
+      { name: '最小值', key: 'min' },
+      { name: '平均值', key: 'mean' },
+      { name: '中位数', key: 'median' },
+      { name: '众数', key: 'mode' },
+      { name: '1/4位数', key: 'q1' },
+      { name: '3/4位数', key: 'q3' },
+      { name: '方差', key: 'variance' },
+      { name: '标准差', key: 'stdDev' },
+      { name: '极差', key: 'range' },
+    ]
+  }, [])
+
+  const [selectedButtons, setSelectedButtons] = useState<string[]>(['max'])
+
+  const dataSource = [
+    {
+      key: '1',
+      name: '学段1',
+      max: 99,
+      min: '--',
+      mean: 50,
+      median: 50,
+      mode: 50,
+      q1: 25,
+      q3: 75,
+      variance: 100,
+      stdDev: 10,
+      range: 99,
+    },
+    {
+      key: '2',
+      name: '学段2',
+      max: 102586,
+      min: '--',
+      mean: 51293,
+      median: 51293,
+      mode: 51293,
+      q1: 25646,
+      q3: 76939,
+      variance: 1000000,
+      stdDev: 1000,
+      range: 102586,
+    },
+    {
+      key: '3',
+      name: '学段3',
+      max: 859,
+      min: '--',
+      mean: 430,
+      median: 430,
+      mode: 430,
+      q1: 215,
+      q3: 645,
+      variance: 10000,
+      stdDev: 100,
+      range: 859,
+    },
+    {
+      key: '4',
+      name: '学段4',
+      max: 1568,
+      min: '--',
+      mean: 784,
+      median: 784,
+      mode: 784,
+      q1: 392,
+      q3: 1176,
+      variance: 20000,
+      stdDev: 141,
+      range: 1568,
+    },
+  ]
+
+  const columns = useMemo(() => {
+    const baseColumns = [
+      {
+        title: '序号',
+        dataIndex: 'key',
+        width: 62,
+        align: 'center' as const,
+      },
+      {
+        title: '字段名称',
+        dataIndex: 'name',
+        align: 'center' as const,
+      },
+    ]
+
+    const selectedColumns = buttons
+      .filter((button) => selectedButtons.includes(button.key))
+      .map((button) => ({
+        title: button.name,
+        dataIndex: button.key,
+        align: 'center' as const,
+      }))
+
+    return [...baseColumns, ...selectedColumns]
+  }, [selectedButtons, buttons])
+
+  const handleButtonChange = (checkedValues: string[]) => {
+    setSelectedButtons(checkedValues)
+  }
+  return (
+    <>
+      {buttons.map((button) => (
+        <Button type="primary" key={button.key} onClick={() => handleOpen(button)}>
+          {button.name}
+        </Button>
+      ))}
+      <Modal
+        title={title}
+        open={open}
+        footer={
+          <Flex justify="center" gap={20}>
+            <Button type="primary">一键计算</Button>
+          </Flex>
+        }
+        destroyOnClose
+        width={1000}
+        onCancel={() => setOpen(false)}>
+        <div style={{ minHeight: 300, padding: '20px 0' }}>
+          <Flex justify="space-between" align="center" style={{ marginBottom: '20px' }}>
+            <div>
+              请选择字段：
+              <Button type="text" icon={<DownloadOutlined />} size="small">
+                导出
+              </Button>
+            </div>
+            <Checkbox.Group value={selectedButtons} onChange={handleButtonChange}>
+              {buttons.map((button) => (
+                <Checkbox key={button.key} value={button.key}>
+                  {button.name}
+                </Checkbox>
+              ))}
+            </Checkbox.Group>
+          </Flex>
+          <Table bordered dataSource={dataSource} columns={columns} pagination={false} scroll={{ x: 'max-content' }} />
+        </div>
+      </Modal>
+    </>
+  )
+}

src/modules/data/read/exploration/components/RepeatButtonModal.tsx

+import { useState } from 'react'
+import { Button, Divider, Flex, Modal, Steps } from 'antd'
+import { useNavigate } from 'react-router'
+
+export default function ButtonModal() {
+  const navigate = useNavigate()
+  const [open, setOpen] = useState(false)
+  const [current, setCurrent] = useState(0)
+
+  const next = () => {
+    setCurrent(current + 1)
+  }
+
+  const prev = () => {
+    setCurrent(current - 1)
+  }
+
+  const steps = [
+    {
+      title: '探索重复值',
+    },
+    {
+      title: '处理重复值',
+    },
+  ]
+
+  return (
+    <>
+      <Button type="primary" onClick={() => setOpen(true)}>
+        重复值
+      </Button>
+      <Modal
+        title="重复值探索"
+        open={open}
+        footer={
+          <Flex justify="center" gap={20}>
+            {current === 0 && <Button type="primary">智能探索重复值字段</Button>}
+
+            {current > 0 && (
+              <Button style={{ margin: '0 8px' }} onClick={() => prev()}>
+                上一步
+              </Button>
+            )}
+            {current < steps.length - 1 && (
+              <Button type="primary" onClick={() => next()}>
+                下一步
+              </Button>
+            )}
+            {current === steps.length - 1 && (
+              <Button type="primary" onClick={() => navigate('/data/preprocess/repeat')}>
+                跳转数据预处理
+              </Button>
+            )}
+          </Flex>
+        }
+        destroyOnClose
+        width={800}
+        onCancel={() => setOpen(false)}>
+        <div style={{ minHeight: 300, padding: '40px 0' }}>
+          <Steps current={current} labelPlacement="vertical" items={steps} />
+          <Divider />
+          <Flex justify="space-between">探索结果：</Flex>
+          <Divider dashed />
+          <p>1、第XX行、第XX行的数据完全一样</p>
+          <p>2、第XX行、第XX行、第XX行的数据完全一样</p>
+        </div>
+      </Modal>
+    </>
+  )
+}

src/modules/data/read/exploration/views/Index.tsx

+import { lazy } from 'react'
 import DataWrap from '@/components/data/DataWrap'
-import { Button } from 'antd'
+
+const NullButtonModal = lazy(() => import('../components/NullButtonModal'))
+const RepeatButtonModal = lazy(() => import('../components/RepeatButtonModal'))
+const MaxButtonModal = lazy(() => import('../components/MaxButtonModal'))
+const MinButtonModal = lazy(() => import('../components/MinButtonModal'))
+const ErrorButtonModal = lazy(() => import('../components/ErrorButtonModal'))
+const OtherButtonModal = lazy(() => import('../components/OtherButtonModal'))
 
 export default function DataWriteUpload() {
-  const buttonsRender = () => {
-    const buttons = [
-      { name: '缺失值' },
-      { name: '重复值' },
-      { name: '过大值' },
-      { name: '过小值' },
-      { name: '逻辑错误值' },
-      { name: '最大值' },
-      { name: '最小值' },
-      { name: '平均值' },
-      { name: '中位数' },
-      { name: '众数' },
-      { name: '1/4位数' },
-      { name: '3/4位数' },
-      { name: '方差' },
-      { name: '标准差' },
-      { name: '极差' },
-    ]
-    return buttons.map((item) => {
-      return (
-        <Button type="primary" key={item.name}>
-          {item.name}
-        </Button>
-      )
-    })
-  }
-  return <DataWrap title="数据探索" buttons={<>{buttonsRender()}</>}></DataWrap>
+  return (
+    <DataWrap
+      title="数据探索"
+      buttons={
+        <>
+          <NullButtonModal />
+          <RepeatButtonModal />
+          <MaxButtonModal />
+          <MinButtonModal />
+          <ErrorButtonModal />
+          <OtherButtonModal />
+        </>
+      }></DataWrap>
+  )
 }

src/modules/data/read/understanding/views/Index.tsx

 import DataWrap from '@/components/data/DataWrap'
 import { Button } from 'antd'
+import { useAI } from '@/hooks/useAI'
+import { useDataQuery } from '@/hooks/useQuery'
 
 export default function DataWriteUpload() {
+  const { post } = useAI()
+  const { data } = useDataQuery()
+
+  function handleClick(type: number) {
+    if (type == 1) {
+      post({
+        content: '请仔细阅读我给你的数据集里面的数据，然后帮助我详细解释一下数据集里面每一个字段的含义。',
+        extra: JSON.stringify(data.list),
+      })
+    } else {
+      post({
+        content: '请仔细阅读我给你的数据集里面的数据，然后帮助我梳理数据集里面字段与字段之间的业务逻辑关系。',
+        extra: JSON.stringify(data.list),
+      })
+    }
+  }
+
   return (
     <DataWrap
       title="数据理解"
       buttons={
         <>
-          <Button type="primary">一键理解数据字段</Button>
-          <Button type="primary">一键梳理字段关系</Button>
+          <Button type="primary" onClick={() => handleClick(1)}>
+            一键理解数据字段
+          </Button>
+          <Button type="primary" onClick={() => handleClick(2)}>
+            一键梳理字段关系
+          </Button>
         </>
       }></DataWrap>
   )

src/modules/data/write/upload/views/Index.tsx

@@ -7,20 +7,23 @@ import DataRender from '@/components/data/DataRender'
 import { useImportDataset } from '../query'
 import { upload } from '@/utils/upload'
 import { useNavigate } from 'react-router'
+import { uniqueId } from 'lodash-es'
 
 export default function DataWriteUpload() {
   const [file, setFile] = useState<File | null>(null)
-  const [data, setData] = useState<any[]>([])
+  const [dataset, setDataset] = useState<any[]>([])
 
   const columns: any =
-    data.length > 0
-      ? Object.keys(data[0]).map((key) => ({
+    dataset.length > 0
+      ? Object.keys(dataset[0]).map((key) => ({
           title: key,
           dataIndex: key,
           align: 'center',
         }))
       : []
 
+  const dataSource = dataset.map((item) => ({ ...item, pk_id: uniqueId() }))
+
   const props: UploadProps = {
     showUploadList: false,
     accept: '.xlsx,.csv',
@@ -31,7 +34,7 @@ export default function DataWriteUpload() {
       const sheetName = workbook.SheetNames[0]
       const worksheet = workbook.Sheets[sheetName]
       const jsonData = utils.sheet_to_json(worksheet)
-      setData(jsonData)
+      setDataset(jsonData)
 
       return false
     },
@@ -69,12 +72,12 @@ export default function DataWriteUpload() {
               <Button type="primary" shape="circle" size="large" icon={<PlusOutlined />}></Button>
               <span style={{ marginLeft: '10px' }}>{file?.name}</span>
             </Upload>
-            <p>共计：{data.length}条数据</p>
+            <p>共计：{dataSource.length}条数据</p>
             <Button type="primary" onClick={handleSave}>
               保存
             </Button>
           </Flex>
-          <DataRender dataSource={data} columns={columns}></DataRender>
+          <DataRender rowKey={'pk_id'} dataSource={dataSource} columns={columns}></DataRender>
         </div>
       ) : (
         <Upload.Dragger {...props}>

src/stores/ai.ts

+import { create } from 'zustand'
+import axios from 'axios'
+
+export interface Message {
+  id?: string
+  role: 'user' | 'assistant'
+  content: string
+}
+
+interface State {
+  ai: string
+  setAI: (ai: string) => void
+  messages: Message[]
+  isLoading: boolean
+  post: (data: { content: string }) => Promise<void>
+}
+
+// Zustand 状态管理
+export const useAIStore = create<State>((set, get) => ({
+  ai: localStorage.getItem('ai') || 'yiyan',
+  setAI: (ai) => {
+    localStorage.setItem('ai', ai)
+    set({ ai })
+  },
+  messages: [],
+  isLoading: false,
+
+  post: async (data) => {
+    const { ai, messages } = get()
+    set({ isLoading: true, messages: [...messages, { role: 'user', content: data.content }] })
+
+    try {
+      let response = ''
+      switch (ai) {
+        case 'yiyan':
+          response = await yiyan(data)
+          break
+        case 'deepseek':
+          response = await deepseek(data)
+          break
+        case 'qwen':
+          response = await qwen(data)
+          break
+        case 'tiangong':
+          response = await tiangong(data)
+          break
+        default:
+          throw new Error('未找到对应的 AI 配置')
+      }
+      set((state) => ({
+        messages: [...state.messages, { role: 'assistant', content: response }],
+        isLoading: false,
+      }))
+    } catch (err) {
+      console.error('AI 请求失败:', err)
+      set({ isLoading: false })
+    }
+  },
+}))
+
+// AI API 调用函数
+async function yiyan(data: any) {
+  const resp = await axios.post('/api/qianfan/chat', { messages: [{ role: 'user', content: data.content }] })
+  return resp.data.result
+}
+
+async function deepseek(data: any) {
+  const resp = await axios.post('/api/deepseek/chat/completions', {
+    model: 'deepseek-chat',
+    messages: [{ role: 'user', content: data.content }],
+  })
+  return resp.data.choices[0]?.message?.content || ''
+}
+
+async function qwen(data: any) {
+  const resp = await axios.post('/api/qwen/chat/completions', {
+    model: 'qwen-max',
+    messages: [{ role: 'user', content: data.content }],
+  })
+  return resp.data.choices[0]?.message?.content || ''
+}
+
+async function tiangong(data: any) {
+  const resp = await axios.post('/api/tiangong/chat', {
+    chat_history: [{ role: 'user', content: data.content }],
+  })
+  return resp.data.result
+}