Refactor: 모델 관리 리팩토링
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@ -1,12 +1,11 @@
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import { Rabbit, Bird, Turtle, Settings, Share } from 'lucide-react';
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import { Rabbit, Bird, Turtle, Share } from 'lucide-react';
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import { Button } from '@/components/ui/button';
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import { Drawer, DrawerContent, DrawerHeader, DrawerTitle, DrawerTrigger } from '@/components/ui/drawer';
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import { Input } from '@/components/ui/input';
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import { Label } from '@/components/ui/label';
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import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select';
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import ModelLineChart from '@/components/ModelLineChart';
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import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs';
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import { useState, useEffect } from 'react';
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import { useState } from 'react';
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import ModelBarChart from '@/components/ModelBarChart';
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export default function ModelManage() {
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@ -27,17 +26,7 @@ export default function ModelManage() {
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const [lossData] = useState<MetricData[]>(dummyLossData);
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const [training, setTraining] = useState(false);
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useEffect(() => {
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if (training) {
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const socket = new WebSocket('ws://localhost:8080/ws');
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socket.onmessage = (event) => {
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const data = JSON.parse(event.data);
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console.log('Received data:', data);
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};
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return () => socket.close();
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}
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}, [training]);
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const [selectedModel, setSelectedModel] = useState<string | null>(null);
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const handleTrainingToggle = () => {
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setTraining((prev) => !prev);
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@ -48,24 +37,6 @@ export default function ModelManage() {
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<div className="flex flex-col">
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<header className="bg-background sticky top-0 z-10 flex h-[57px] items-center gap-1 border-b px-4">
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<h1 className="text-xl font-semibold">모델 관리</h1>
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<Drawer>
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<DrawerTrigger asChild>
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<Button
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variant="ghost"
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size="icon"
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className="md:hidden"
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>
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<Settings className="size-4" />
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<span className="sr-only">설정</span>
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</Button>
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</DrawerTrigger>
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<DrawerContent className="max-h-[80vh]">
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<DrawerHeader>
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<DrawerTitle>설정</DrawerTitle>
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</DrawerHeader>
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<SettingsForm />
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</DrawerContent>
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</Drawer>
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<Button
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variant="outline"
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size="sm"
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@ -86,42 +57,61 @@ export default function ModelManage() {
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<TabsTrigger value="results">모델 평가</TabsTrigger>
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</TabsList>
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{/* 모델 학습 탭 */}
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<TabsContent value="train">
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<div className="grid gap-8 md:grid-cols-2">
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<div className="flex flex-col gap-6">
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<SettingsForm />
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<Button
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variant={training ? 'destructive' : 'default'}
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variant={training ? 'destructive' : 'outlinePrimary'}
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size="lg"
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onClick={handleTrainingToggle}
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>
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{training ? '학습 중단' : '학습 시작'}
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</Button>
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</div>
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<div className="flex flex-col justify-center">
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<ModelLineChart data={lossData} />
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</div>
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</div>
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</TabsContent>
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{/* 모델 평가 탭 */}
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<TabsContent value="results">
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<div className="grid gap-8 md:grid-cols-2">
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<div className="flex flex-col gap-6">
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<ModelBarChart
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data={[
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{ name: 'precision', value: 0.734, fill: 'var(--color-precision)' },
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{ name: 'recall', value: 0.75, fill: 'var(--color-recall)' },
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{ name: 'mAP50', value: 0.995, fill: 'var(--color-map50)' },
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{ name: 'mAP50_95', value: 0.97, fill: 'var(--color-map50-95)' },
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{ name: 'fitness', value: 0.973, fill: 'var(--color-fitness)' },
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]}
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/>
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</div>
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<div className="flex flex-col justify-center">
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<LabelingPreview />
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</div>
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{/* 모델 선택 */}
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<div className="mb-4">
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<Label htmlFor="select-model">모델 선택</Label>
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<Select onValueChange={setSelectedModel}>
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<SelectTrigger id="select-model">
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<SelectValue placeholder="모델을 선택하세요" />
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</SelectTrigger>
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<SelectContent>
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<SelectItem value="genesis">Genesis</SelectItem>
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<SelectItem value="explorer">Explorer</SelectItem>
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<SelectItem value="quantum">Quantum</SelectItem>
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</SelectContent>
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</Select>
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</div>
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{/* 선택된 모델에 따른 BarChart 및 Labeling Preview */}
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{selectedModel && (
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<div className="grid gap-8 md:grid-cols-2">
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<div className="flex flex-col gap-6">
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<ModelBarChart
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data={[
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{ name: 'precision', value: 0.734, fill: 'var(--color-precision)' },
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{ name: 'recall', value: 0.75, fill: 'var(--color-recall)' },
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{ name: 'mAP50', value: 0.995, fill: 'var(--color-map50)' },
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{ name: 'mAP50_95', value: 0.97, fill: 'var(--color-map50-95)' },
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{ name: 'fitness', value: 0.973, fill: 'var(--color-fitness)' },
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]}
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/>
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</div>
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<div className="flex flex-col justify-center">
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<LabelingPreview />
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</div>
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</div>
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)}
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</TabsContent>
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</Tabs>
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</main>
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@ -190,11 +180,22 @@ function SettingsForm() {
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placeholder="-1"
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id="batch"
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/>
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<SelectWithLabel
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label="옵티마이저"
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id="optimizer"
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options={['SGD', 'Adam', 'AdamW', 'NAdam', 'RAdam', 'RMSProp']}
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placeholder="옵티마이저 선택"
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/>
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<InputWithLabel
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label="학습률(LR0)"
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placeholder="0.01"
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id="lr0"
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/>
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<InputWithLabel
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label="학습률(LRF)"
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placeholder="0.01"
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id="lrf"
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/>
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</div>
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</fieldset>
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</form>
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@ -244,3 +245,32 @@ function InputWithLabel({ label, id, placeholder }: InputWithLabelProps) {
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</div>
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);
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}
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interface SelectWithLabelProps {
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label: string;
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id: string;
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options: string[];
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placeholder: string;
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}
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function SelectWithLabel({ label, id, options, placeholder }: SelectWithLabelProps) {
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return (
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<div className="grid gap-3">
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<Label htmlFor={id}>{label}</Label>
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<Select>
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<SelectTrigger id={id}>
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<SelectValue placeholder={placeholder} />
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</SelectTrigger>
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<SelectContent>
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{options.map((option) => (
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<SelectItem
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key={option}
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value={option}
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>
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{option}
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</SelectItem>
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))}
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</SelectContent>
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</Select>
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</div>
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);
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}
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