创建管道健康预测时间轴组件
This commit is contained in:
JIANG
@@ -1,7 +1,7 @@
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"use client";
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import MapComponent from "@app/OlMap/MapComponent";
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import Timeline from "@app/OlMap/Controls/Timeline";
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import Timeline from "@app/OlMap/Controls/Timeline_health_risk_analysis";
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import MapToolbar from "@app/OlMap/Controls/Toolbar";
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export default function Home() {
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@@ -475,7 +475,7 @@ const Timeline: React.FC<TimelineProps> = ({
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if (!NETWORK_NAME) {
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open?.({
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type: "error",
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message: "方案名称未设置，无法进行强制计算。",
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message: "管网名称缺失，无法进行强制计算。",
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});
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return;
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}
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@@ -582,7 +582,12 @@ const Timeline: React.FC<TimelineProps> = ({
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}
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enableAccessibleFieldDOMStructure={false}
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format="YYYY-MM-DD"
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sx={{ width: 180, "& .MuiInputBase-root": { height: 40 } }}
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sx={{ width: 180 }}
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slotProps={{
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textField: {
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size: "small",
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},
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}}
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maxDate={dayjs(new Date())} // 禁止选取未来的日期
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disabled={disableDateSelection}
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/>
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@@ -678,7 +683,6 @@ const Timeline: React.FC<TimelineProps> = ({
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<Tooltip title="强制计算">
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<Button
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variant="outlined"
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size="small"
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startIcon={<Refresh />}
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onClick={handleForceCalculate}
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disabled={isCalculating}
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673
src/app/OlMap/Controls/Timeline_health_risk_analysis.tsx
Normal file
673
src/app/OlMap/Controls/Timeline_health_risk_analysis.tsx
Normal file
@@ -0,0 +1,673 @@
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"use client";
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import React, { useState, useEffect, useRef, useCallback } from "react";
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import { useNotification } from "@refinedev/core";
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import WebGLVectorTileLayer from "ol/layer/WebGLVectorTile";
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import { parseColor } from "@/utils/parseColor";
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import { calculateClassification } from "@/utils/breaks_classification";
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import {
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Box,
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Button,
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Slider,
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Typography,
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Paper,
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MenuItem,
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Select,
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FormControl,
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InputLabel,
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IconButton,
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Stack,
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Tooltip,
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} from "@mui/material";
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import { DateTimePicker } from "@mui/x-date-pickers/DateTimePicker";
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import { LocalizationProvider } from "@mui/x-date-pickers/LocalizationProvider";
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import { AdapterDayjs } from "@mui/x-date-pickers/AdapterDayjs";
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import "dayjs/locale/zh-cn"; // 引入中文包
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import dayjs from "dayjs";
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import { PlayArrow, Pause, Stop, Refresh } from "@mui/icons-material";
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import { TbArrowBackUp, TbArrowForwardUp } from "react-icons/tb";
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import { FiSkipBack, FiSkipForward } from "react-icons/fi";
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import { useData } from "../MapComponent";
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import { config, NETWORK_NAME } from "@/config/config";
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import { useMap } from "../MapComponent";
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const backendUrl = config.BACKEND_URL;
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// 预测结果数据类型
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interface SurvivalFunction {
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x: number[]; // 时间点（年）
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y: number[]; // 生存概率
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a: number;
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b: number;
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}
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interface PredictionResult {
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link_id: string;
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diameter: number;
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velocity: number;
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pressure: number;
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survival_function: SurvivalFunction;
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}
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// 彩虹色配置
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const RAINBOW_COLORS = [
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"rgba(142, 68, 173, 1)", // 紫
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"rgba(63, 81, 181, 1)", // 靛青
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"rgba(33, 150, 243, 1)", // 天蓝
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"rgba(0, 188, 212, 1)", // 青色
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"rgba(0, 158, 115, 1)", // 青绿
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"rgba(76, 175, 80, 1)", // 中绿
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"rgba(199, 224, 0, 1)", // 黄绿
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"rgba(255, 215, 0, 1)", // 金黄
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"rgba(255, 127, 0, 1)", // 橙
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"rgba(255, 0, 0, 1)", // 红
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];
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interface TimelineProps {
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schemeDate?: Date;
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timeRange?: { start: Date; end: Date };
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disableDateSelection?: boolean;
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schemeName?: string;
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}
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const Timeline: React.FC<TimelineProps> = ({
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disableDateSelection = false,
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}) => {
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const data = useData();
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if (!data) {
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return <div>Loading...</div>; // 或其他占位符
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}
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const { open } = useNotification();
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const [selectedDateTime, setSelectedDateTime] = useState<Date>(new Date());
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const [currentYear, setCurrentYear] = useState<number>(1); // 时间轴当前值 (1-100)
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const [isPlaying, setIsPlaying] = useState<boolean>(false);
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const [playInterval, setPlayInterval] = useState<number>(15000); // 毫秒
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const [isPredicting, setIsPredicting] = useState<boolean>(false);
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const [predictionResults, setPredictionResults] = useState<
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PredictionResult[]
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>([]);
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const [pipeLayer, setPipeLayer] = useState<WebGLVectorTileLayer | null>(null);
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// 计算时间轴范围 (1-100)
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const minTime = 1;
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const maxTime = 100;
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const intervalRef = useRef<NodeJS.Timeout | null>(null);
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const timelineRef = useRef<HTMLDivElement>(null);
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// 添加防抖引用
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const debounceRef = useRef<NodeJS.Timeout | null>(null);
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// 时间刻度数组 (1-100，每10个单位一个刻度)
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const valueMarks = Array.from({ length: 10 }, (_, i) => ({
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value: (i + 1) * 10,
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label: `${(i + 1) * 10}`,
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}));
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// 播放时间间隔选项
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const intervalOptions = [
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{ value: 5000, label: "5秒" },
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{ value: 10000, label: "10秒" },
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{ value: 15000, label: "15秒" },
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{ value: 20000, label: "20秒" },
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];
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// 处理时间轴滑动
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const handleSliderChange = useCallback(
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(event: Event, newValue: number | number[]) => {
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const value = Array.isArray(newValue) ? newValue[0] : newValue;
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// 如果有时间范围限制，只允许在范围内拖动
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if (value < minTime || value > maxTime) {
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return;
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}
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// 防抖设置currentYear，避免频繁触发数据获取
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if (debounceRef.current) {
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clearTimeout(debounceRef.current);
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}
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debounceRef.current = setTimeout(() => {
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setCurrentYear(value);
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}, 500); // 500ms 防抖延迟
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},
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[minTime, maxTime]
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);
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// 播放控制
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const handlePlay = useCallback(() => {
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if (!isPlaying) {
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setIsPlaying(true);
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intervalRef.current = setInterval(() => {
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setCurrentYear((prev: number) => {
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let next = prev + 1;
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if (next > maxTime) next = minTime;
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return next;
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});
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}, playInterval);
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}
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}, [isPlaying, playInterval]);
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const handlePause = useCallback(() => {
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setIsPlaying(false);
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if (intervalRef.current) {
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clearInterval(intervalRef.current);
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intervalRef.current = null;
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}
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}, []);
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const handleStop = useCallback(() => {
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setIsPlaying(false);
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setSelectedDateTime(new Date());
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if (intervalRef.current) {
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clearInterval(intervalRef.current);
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intervalRef.current = null;
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}
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}, []);
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// 步进控制
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const handleDayStepBackward = useCallback(() => {
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setSelectedDateTime((prev: Date) => {
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const newDate = new Date(prev);
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newDate.setDate(newDate.getDate() - 1);
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return newDate;
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});
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}, []);
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const handleDayStepForward = useCallback(() => {
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setSelectedDateTime((prev: Date) => {
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const newDate = new Date(prev);
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newDate.setDate(newDate.getDate() + 1);
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return newDate;
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});
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}, []);
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const handleStepBackward = useCallback(() => {
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setCurrentYear((prev: number) => {
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let next = prev - 1;
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if (next < minTime) next = maxTime;
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return next;
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});
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}, [minTime, maxTime]);
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const handleStepForward = useCallback(() => {
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setCurrentYear((prev: number) => {
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let next = prev + 1;
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if (next > maxTime) next = minTime;
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return next;
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});
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}, [minTime, maxTime]);
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// 日期时间选择处理
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const handleDateTimeChange = useCallback((newDate: Date | null) => {
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if (newDate) {
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// 将时间向下取整到最近的15分钟
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const minutes = newDate.getHours() * 60 + newDate.getMinutes();
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const roundedMinutes = Math.floor(minutes / 15) * 15;
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const roundedDate = new Date(newDate);
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roundedDate.setHours(
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Math.floor(roundedMinutes / 60),
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roundedMinutes % 60,
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0,
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0
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);
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setSelectedDateTime(roundedDate);
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}
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}, []);
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// 播放间隔改变处理
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const handleIntervalChange = useCallback(
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(event: any) => {
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const newInterval = event.target.value;
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setPlayInterval(newInterval);
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// 如果正在播放，重新启动定时器
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if (isPlaying && intervalRef.current) {
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clearInterval(intervalRef.current);
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intervalRef.current = setInterval(() => {
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setCurrentYear((prev: number) => {
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let next = prev + 1;
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if (next > maxTime) next = minTime;
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return next;
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});
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}, newInterval);
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}
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},
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[isPlaying]
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);
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// 组件加载时设置初始时间为当前时间的最近15分钟
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useEffect(() => {
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const now = new Date();
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const minutes = now.getHours() * 60 + now.getMinutes();
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// 向下取整到最近的15分钟刻度
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const roundedMinutes = Math.floor(minutes / 15) * 15;
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const roundedDate = new Date(now);
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roundedDate.setHours(
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Math.floor(roundedMinutes / 60),
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roundedMinutes % 60,
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0,
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0
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);
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setSelectedDateTime(roundedDate);
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return () => {
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if (intervalRef.current) {
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clearInterval(intervalRef.current);
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}
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if (debounceRef.current) {
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clearTimeout(debounceRef.current);
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}
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};
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}, []);
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// 获取地图实例
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const map = useMap();
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// 根据年份从 survival_function 中插值获取生存概率
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const getSurvivalProbabilityAtYear = useCallback(
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(survivalFunc: SurvivalFunction, year: number): number => {
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const { x, y } = survivalFunc;
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if (x.length === 0 || y.length === 0) return 1;
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// 如果年份小于最小值，返回第一个概率
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if (year <= x[0]) return y[0];
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// 如果年份大于最大值，返回最后一个概率
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if (year >= x[x.length - 1]) return y[y.length - 1];
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// 线性插值
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for (let i = 0; i < x.length - 1; i++) {
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if (year >= x[i] && year <= x[i + 1]) {
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const ratio = (year - x[i]) / (x[i + 1] - x[i]);
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return y[i] + ratio * (y[i + 1] - y[i]);
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}
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}
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return 1;
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},
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[]
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);
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// 应用样式到管道图层
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const applyPipeHealthStyle = useCallback(() => {
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if (!pipeLayer || predictionResults.length === 0) {
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return;
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}
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// 为每条管道计算当前年份的生存概率
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const pipeHealthData: { [key: string]: number } = {};
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predictionResults.forEach((result) => {
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const probability = getSurvivalProbabilityAtYear(
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result.survival_function,
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currentYear
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);
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pipeHealthData[result.link_id] = probability;
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});
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// 获取所有概率值用于分类
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const probabilities = Object.values(pipeHealthData);
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if (probabilities.length === 0) return;
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// 使用优雅分段方法计算断点（10个分段）
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const segments = 10;
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const breaks = calculateClassification(
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probabilities,
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segments,
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"pretty_breaks"
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);
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// 确保包含最小值和最大值
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const minVal = Math.min(...probabilities);
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const maxVal = Math.max(...probabilities);
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if (!breaks.includes(minVal)) {
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breaks.push(minVal);
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breaks.sort((a, b) => a - b);
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}
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if (!breaks.includes(maxVal)) {
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breaks.push(maxVal);
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breaks.sort((a, b) => a - b);
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}
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// 生成彩虹色（从紫色到红色，低生存概率=高风险=红色）
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const colors = RAINBOW_COLORS;
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// 构建 WebGL 样式表达式
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const colorCases: any[] = [];
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const widthCases: any[] = [];
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breaks.forEach((breakValue, index) => {
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if (index < breaks.length - 1) {
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const colorIndex = Math.floor(
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(index / (breaks.length - 1)) * (colors.length - 1)
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);
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const color = parseColor(colors[colorIndex]);
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// 线宽根据健康风险调整：低生存概率（高风险）用粗线
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const width = 2 + (1 - index / (breaks.length - 1)) * 4;
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colorCases.push(
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["between", ["get", "healthRisk"], breakValue, breaks[index + 1]],
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[color.r / 255, color.g / 255, color.b / 255, 1]
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);
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widthCases.push(
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["between", ["get", "healthRisk"], breakValue, breaks[index + 1]],
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width
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);
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}
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});
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// 应用样式到图层
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pipeLayer.setStyle({
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"stroke-color": ["case", ...colorCases, [0.5, 0.5, 0.5, 1]],
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"stroke-width": ["case", ...widthCases, 2],
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});
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console.log(
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`已应用健康风险样式，年份: ${currentYear}, 分段: ${breaks.length}`
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);
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}, [pipeLayer, predictionResults, currentYear, getSurvivalProbabilityAtYear]);
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// 初始化管道图层
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useEffect(() => {
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if (!map) return;
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const layers = map.getLayers().getArray();
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const pipesLayer = layers.find(
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(layer) =>
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layer instanceof WebGLVectorTileLayer && layer.get("value") === "pipes"
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) as WebGLVectorTileLayer | undefined;
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if (pipesLayer) {
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setPipeLayer(pipesLayer);
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console.log("管道图层已找到");
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}
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}, [map]);
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// 监听时间轴变化，更新样式
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useEffect(() => {
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if (predictionResults.length > 0 && pipeLayer) {
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applyPipeHealthStyle();
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}
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}, [currentYear, predictionResults, pipeLayer, applyPipeHealthStyle]);
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// 监听预测结果变化，首次应用样式
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useEffect(() => {
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if (predictionResults.length > 0 && pipeLayer) {
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console.log("预测结果已更新，应用样式");
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applyPipeHealthStyle();
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}
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}, [predictionResults, pipeLayer, applyPipeHealthStyle]);
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// 这里防止地图缩放时，瓦片重新加载引起的属性更新出错
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useEffect(() => {
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// 监听地图缩放事件，缩放时停止播放
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if (map) {
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const onZoom = () => {
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handlePause();
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};
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map.getView().on("change:resolution", onZoom);
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// 清理事件监听
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return () => {
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map.getView().un("change:resolution", onZoom);
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};
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}
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}, [map, handlePause]);
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const handleSimulatePrediction = async () => {
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if (!NETWORK_NAME) {
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open?.({
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type: "error",
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message: "管网名称缺失，无法进行模拟预测。",
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});
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return;
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}
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// 提前提取日期和时间值，避免异步操作期间被拖动改变
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const calculationDateTime = selectedDateTime;
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|
||||
// 从日期时间选择器获取完整的日期时间，并转换为UTC时间
|
||||
const query_time = calculationDateTime.toISOString().slice(0, 19) + "Z";
|
||||
|
||||
setIsPredicting(true);
|
||||
// 显示处理中的通知
|
||||
open?.({
|
||||
type: "progress",
|
||||
message: "正在模拟预测，请稍候...",
|
||||
undoableTimeout: 3,
|
||||
});
|
||||
try {
|
||||
const response = await fetch(
|
||||
`${backendUrl}/timescaledb/composite/pipeline-health-prediction?query_time=${query_time}&network_name=${NETWORK_NAME}`
|
||||
);
|
||||
|
||||
if (response.ok) {
|
||||
const results: PredictionResult[] = await response.json();
|
||||
setPredictionResults(results);
|
||||
console.log("预测结果:", results);
|
||||
open?.({
|
||||
type: "success",
|
||||
message: `模拟预测完成，获取到 ${results.length} 条管道数据`,
|
||||
});
|
||||
} else {
|
||||
open?.({
|
||||
type: "error",
|
||||
message: "模拟预测失败",
|
||||
});
|
||||
}
|
||||
} catch (error) {
|
||||
console.error("Simulation prediction failed:", error);
|
||||
open?.({
|
||||
type: "error",
|
||||
message: "模拟预测时发生错误",
|
||||
});
|
||||
} finally {
|
||||
setIsPredicting(false);
|
||||
}
|
||||
};
|
||||
|
||||
return (
|
||||
<div className="absolute bottom-4 left-1/2 -translate-x-1/2 z-10 w-[920px] opacity-90 hover:opacity-100 transition-opacity duration-300">
|
||||
<LocalizationProvider dateAdapter={AdapterDayjs} adapterLocale="zh-cn">
|
||||
<Paper
|
||||
elevation={3}
|
||||
sx={{
|
||||
position: "absolute",
|
||||
bottom: 0,
|
||||
left: 0,
|
||||
right: 0,
|
||||
zIndex: 1000,
|
||||
p: 2,
|
||||
backgroundColor: "rgba(255, 255, 255, 0.95)",
|
||||
backdropFilter: "blur(10px)",
|
||||
}}
|
||||
>
|
||||
<Box sx={{ width: "100%" }}>
|
||||
{/* 控制按钮栏 */}
|
||||
<Stack
|
||||
direction="row"
|
||||
spacing={2}
|
||||
alignItems="center"
|
||||
sx={{ mb: 2, flexWrap: "wrap", gap: 1 }}
|
||||
>
|
||||
<Tooltip title="后退一天">
|
||||
<IconButton
|
||||
color="primary"
|
||||
onClick={handleDayStepBackward}
|
||||
size="small"
|
||||
disabled={disableDateSelection}
|
||||
>
|
||||
<FiSkipBack />
|
||||
</IconButton>
|
||||
</Tooltip>
|
||||
{/* 日期时间选择器 */}
|
||||
<DateTimePicker
|
||||
label="模拟数据日期时间"
|
||||
value={dayjs(selectedDateTime)}
|
||||
onChange={(value) =>
|
||||
value && handleDateTimeChange(value.toDate())
|
||||
}
|
||||
format="YYYY-MM-DD HH:mm"
|
||||
views={["year", "month", "day", "hours", "minutes"]}
|
||||
minutesStep={15}
|
||||
sx={{ width: 200 }}
|
||||
slotProps={{
|
||||
textField: {
|
||||
size: "small",
|
||||
},
|
||||
}}
|
||||
maxDateTime={dayjs(new Date())} // 禁止选取未来的日期时间
|
||||
disabled={disableDateSelection}
|
||||
ampm={false}
|
||||
/>
|
||||
<Tooltip title="前进一天">
|
||||
<IconButton
|
||||
color="primary"
|
||||
onClick={handleDayStepForward}
|
||||
size="small"
|
||||
disabled={
|
||||
disableDateSelection ||
|
||||
selectedDateTime.toDateString() ===
|
||||
new Date().toDateString()
|
||||
}
|
||||
>
|
||||
<FiSkipForward />
|
||||
</IconButton>
|
||||
</Tooltip>
|
||||
{/* 播放控制按钮 */}
|
||||
<Box sx={{ display: "flex", gap: 1 }} className="ml-4">
|
||||
{/* 播放间隔选择 */}
|
||||
<FormControl size="small" sx={{ minWidth: 100 }}>
|
||||
<InputLabel>播放间隔</InputLabel>
|
||||
<Select
|
||||
value={playInterval}
|
||||
label="播放间隔"
|
||||
onChange={handleIntervalChange}
|
||||
>
|
||||
{intervalOptions.map((option) => (
|
||||
<MenuItem key={option.value} value={option.value}>
|
||||
{option.label}
|
||||
</MenuItem>
|
||||
))}
|
||||
</Select>
|
||||
</FormControl>
|
||||
|
||||
<Tooltip title="后退一步">
|
||||
<IconButton
|
||||
color="primary"
|
||||
onClick={handleStepBackward}
|
||||
size="small"
|
||||
>
|
||||
<TbArrowBackUp />
|
||||
</IconButton>
|
||||
</Tooltip>
|
||||
|
||||
<Tooltip title={isPlaying ? "暂停" : "播放"}>
|
||||
<IconButton
|
||||
color="primary"
|
||||
onClick={isPlaying ? handlePause : handlePlay}
|
||||
size="small"
|
||||
>
|
||||
{isPlaying ? <Pause /> : <PlayArrow />}
|
||||
</IconButton>
|
||||
</Tooltip>
|
||||
|
||||
<Tooltip title="前进一步">
|
||||
<IconButton
|
||||
color="primary"
|
||||
onClick={handleStepForward}
|
||||
size="small"
|
||||
>
|
||||
<TbArrowForwardUp />
|
||||
</IconButton>
|
||||
</Tooltip>
|
||||
|
||||
<Tooltip title="停止">
|
||||
<IconButton
|
||||
color="secondary"
|
||||
onClick={handleStop}
|
||||
size="small"
|
||||
>
|
||||
<Stop />
|
||||
</IconButton>
|
||||
</Tooltip>
|
||||
</Box>
|
||||
<Box sx={{ display: "flex", gap: 1 }} className="ml-4">
|
||||
{/* 功能按钮 */}
|
||||
<Tooltip title="模拟预测">
|
||||
<Button
|
||||
variant="outlined"
|
||||
startIcon={<Refresh />}
|
||||
onClick={handleSimulatePrediction}
|
||||
disabled={isPredicting}
|
||||
sx={{ height: 40 }}
|
||||
>
|
||||
模拟预测
|
||||
</Button>
|
||||
</Tooltip>
|
||||
</Box>
|
||||
|
||||
{/* 当前时间显示 */}
|
||||
<Typography
|
||||
variant="h6"
|
||||
sx={{
|
||||
ml: "auto",
|
||||
fontSize: "1.2rem",
|
||||
fontWeight: "bold",
|
||||
color: "primary.main",
|
||||
}}
|
||||
>
|
||||
预测年份：{currentYear}
|
||||
</Typography>
|
||||
</Stack>
|
||||
|
||||
<Box ref={timelineRef} sx={{ px: 2, position: "relative" }}>
|
||||
<Slider
|
||||
value={currentYear}
|
||||
min={1}
|
||||
max={100} // 1-100的范围
|
||||
step={1} // 每1个单位一个步进
|
||||
marks={valueMarks} // 显示刻度
|
||||
onChange={handleSliderChange}
|
||||
valueLabelDisplay="auto"
|
||||
sx={{
|
||||
zIndex: 10,
|
||||
height: 8,
|
||||
"& .MuiSlider-track": {
|
||||
backgroundColor: "primary.main",
|
||||
height: 6,
|
||||
display: "block",
|
||||
},
|
||||
"& .MuiSlider-rail": {
|
||||
backgroundColor: "grey.300",
|
||||
height: 6,
|
||||
},
|
||||
"& .MuiSlider-thumb": {
|
||||
height: 20,
|
||||
width: 20,
|
||||
backgroundColor: "primary.main",
|
||||
border: "2px solid #fff",
|
||||
boxShadow: "0 2px 8px rgba(0,0,0,0.2)",
|
||||
"&:hover": {
|
||||
boxShadow: "0 4px 12px rgba(0,0,0,0.3)",
|
||||
},
|
||||
},
|
||||
"& .MuiSlider-mark": {
|
||||
backgroundColor: "grey.400",
|
||||
height: 4,
|
||||
width: 2,
|
||||
},
|
||||
"& .MuiSlider-markActive": {
|
||||
backgroundColor: "primary.main",
|
||||
},
|
||||
"& .MuiSlider-markLabel": {
|
||||
fontSize: "0.75rem",
|
||||
color: "grey.600",
|
||||
},
|
||||
}}
|
||||
/>
|
||||
</Box>
|
||||
</Box>
|
||||
</Paper>
|
||||
</LocalizationProvider>
|
||||
</div>
|
||||
);
|
||||
};
|
||||
|
||||
export default Timeline;
|
||||
Reference in New Issue
Block a user