feat(ssa): Complete T-test end-to-end testing with 9 bug fixes - Phase 1 core 85% complete. R service: missing value auto-filter. Backend: error handling, variable matching, dynamic filename. Frontend: module activation, session isolation, error propagation. Full flow verified.
Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
@@ -1,34 +1,296 @@
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import React from 'react'
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import Placeholder from '../../shared/components/Placeholder'
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/**
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* 智能统计分析模块
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* Java团队开发，前端仅做导航集成
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* SSA 智能统计分析模块主入口
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*
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* 遵循规范：
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* - 使用 AIStreamChat（通用 Chat 组件）
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* - 使用 apiClient（带认证的 axios）
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*/
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import React, { useState, useCallback, useEffect } from 'react';
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import {
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Card,
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Upload,
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Input,
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Button,
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Space,
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Typography,
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message,
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Empty,
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} from 'antd';
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import {
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UploadOutlined,
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SendOutlined,
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CloudUploadOutlined,
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} from '@ant-design/icons';
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import type { UploadProps } from 'antd';
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import { useSSAStore } from './stores/ssaStore';
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import { useAnalysis } from './hooks/useAnalysis';
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import {
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ModeSwitch,
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PlanCard,
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ExecutionTrace,
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ResultCard,
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ExecutionProgress,
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SAPDownloadButton,
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} from './components';
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// 使用通用 Chat 组件（遵循通用能力层清单）
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import { AIStreamChat } from '@/shared/components/Chat';
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import './styles/ssa.css';
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const { Title, Text, Paragraph } = Typography;
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const { TextArea } = Input;
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const SSAModule: React.FC = () => {
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const {
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mode,
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currentSession,
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messages,
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currentPlan,
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executionResult,
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traceSteps,
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isLoading,
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isExecuting,
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setCurrentSession,
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reset,
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} = useSSAStore();
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// 组件挂载时重置 store，确保不同用户看到独立的状态
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useEffect(() => {
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reset();
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}, [reset]);
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const {
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uploadData,
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generatePlan,
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executePlan,
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downloadCode,
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isUploading,
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uploadProgress,
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} = useAnalysis();
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const [query, setQuery] = useState('');
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const handleUpload: UploadProps['customRequest'] = async (options) => {
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const { file, onSuccess, onError } = options;
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try {
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const result = await uploadData(file as File);
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setCurrentSession({
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id: result.sessionId,
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title: (file as File).name,
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mode: mode,
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status: 'active',
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dataSchema: {
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columns: result.schema.columns.map((c) => ({
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name: c.name,
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type: c.type as 'numeric' | 'categorical' | 'datetime' | 'text',
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uniqueValues: c.uniqueValues,
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nullCount: c.nullCount,
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})),
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rowCount: result.schema.rowCount,
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preview: [],
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},
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createdAt: new Date().toISOString(),
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updatedAt: new Date().toISOString(),
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});
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message.success('数据上传成功');
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onSuccess?.({});
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} catch (error) {
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message.error('上传失败');
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onError?.(error as Error);
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}
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};
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const handleGeneratePlan = async () => {
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if (!query.trim()) {
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message.warning('请输入分析需求');
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return;
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}
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try {
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await generatePlan(query);
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setQuery('');
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} catch (error) {
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message.error('生成计划失败');
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}
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};
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const handleExecute = async () => {
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if (!currentPlan) return;
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try {
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await executePlan(currentPlan.id);
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} catch (error: any) {
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message.error(error.message || '执行失败');
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}
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};
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const handleDownloadCode = async () => {
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try {
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const { blob, filename } = await downloadCode();
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const url = window.URL.createObjectURL(blob);
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const a = document.createElement('a');
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a.href = url;
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a.download = filename;
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document.body.appendChild(a);
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a.click();
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document.body.removeChild(a);
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window.URL.revokeObjectURL(url);
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message.success('代码下载成功');
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} catch (error) {
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message.error('下载失败');
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}
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};
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// 咨询模式使用 AIStreamChat，无需自定义消息处理
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return (
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<Placeholder
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moduleName="智能统计分析"
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message="由Java团队开发中，前端集成规划中"
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/>
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)
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}
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export default SSAModule
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<div className="ssa-page">
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<div className="ssa-page-header">
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<Title level={3}>智能统计分析</Title>
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<Paragraph type="secondary">
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上传数据，描述分析需求，AI 自动生成分析方案并执行
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</Paragraph>
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<ModeSwitch disabled={isUploading || isExecuting} />
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</div>
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<div className="ssa-workspace">
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<div className="ssa-main-panel">
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{!currentSession ? (
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<Card>
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<div className="ssa-upload-area">
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<Upload.Dragger
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name="file"
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accept=".csv,.xlsx,.xls"
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customRequest={handleUpload}
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showUploadList={false}
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disabled={isUploading}
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>
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<p className="ssa-upload-icon">
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<CloudUploadOutlined />
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</p>
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<p className="ant-upload-text">点击或拖拽文件到此区域上传</p>
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<p className="ant-upload-hint">
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支持 CSV、Excel 格式，单文件最大 50MB
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</p>
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</Upload.Dragger>
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</div>
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</Card>
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) : mode === 'analysis' ? (
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<>
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<Card style={{ marginBottom: 16 }}>
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<div className="ssa-query-input">
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<TextArea
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value={query}
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onChange={(e) => setQuery(e.target.value)}
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placeholder="例如：比较 A 组和 B 组的身高差异是否有统计学意义"
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autoSize={{ minRows: 2, maxRows: 4 }}
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disabled={isLoading}
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/>
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<Button
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type="primary"
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icon={<SendOutlined />}
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onClick={handleGeneratePlan}
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loading={isLoading}
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style={{ marginTop: 12 }}
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>
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生成分析计划
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</Button>
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</div>
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</Card>
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{currentPlan && (
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<PlanCard
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plan={currentPlan}
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canExecute={true}
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onExecute={handleExecute}
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isExecuting={isExecuting}
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/>
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)}
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{isExecuting && traceSteps.length > 0 && (
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<>
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<ExecutionProgress steps={traceSteps} />
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<ExecutionTrace steps={traceSteps} />
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</>
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)}
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{executionResult && (
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<ResultCard
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result={executionResult}
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onDownloadCode={handleDownloadCode}
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/>
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)}
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{!currentPlan && !executionResult && (
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<Card>
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<Empty description="请输入分析需求，AI 将为您生成统计分析计划" />
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</Card>
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)}
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</>
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) : (
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<Card className="ssa-consult-card">
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{/* 使用通用 AIStreamChat 组件（遵循通用能力层清单） */}
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<AIStreamChat
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apiEndpoint={`/api/v1/ssa/consult/${currentSession?.id}/chat/stream`}
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conversationId={currentSession?.id}
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agentId="SSA_CONSULT"
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enableDeepThinking={true}
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welcome={{
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title: '统计分析咨询',
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description: '请描述您的研究设计和分析需求，我将为您生成统计分析计划（SAP）',
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}}
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/>
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{currentSession && (
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<div style={{ marginTop: 16, textAlign: 'right' }}>
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<SAPDownloadButton
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sessionId={currentSession.id}
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disabled={messages.length < 2}
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/>
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</div>
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)}
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</Card>
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)}
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</div>
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<div className="ssa-side-panel">
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<Card title="数据信息" size="small">
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{currentSession?.dataSchema ? (
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<>
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<Paragraph>
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<Text strong>文件: </Text>
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{currentSession.title}
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</Paragraph>
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<Paragraph>
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<Text strong>行数: </Text>
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{currentSession.dataSchema.rowCount}
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</Paragraph>
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<Paragraph>
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<Text strong>列数: </Text>
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{currentSession.dataSchema.columns.length}
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</Paragraph>
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<div style={{ marginTop: 12 }}>
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<Text strong>变量列表:</Text>
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<ul style={{ paddingLeft: 20, marginTop: 8 }}>
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{currentSession.dataSchema.columns.map((col) => (
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<li key={col.name}>
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<Text code>{col.name}</Text>
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<Text type="secondary" style={{ marginLeft: 8 }}>
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({col.type})
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</Text>
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</li>
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))}
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</ul>
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</div>
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</>
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) : (
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<Empty
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description="暂无数据"
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image={Empty.PRESENTED_IMAGE_SIMPLE}
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/>
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)}
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</Card>
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</div>
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</div>
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</div>
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);
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};
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export default SSAModule;
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