166 lines
3.7 KiB
TypeScript
166 lines
3.7 KiB
TypeScript
import {
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Book,
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Code,
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GamepadDirectional,
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LucideCircleEllipsis,
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Palette,
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} from "lucide-react";
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import { SiAcer, SiAsus, SiLenovo, SiLinux, SiMacos } from "react-icons/si";
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import { FaWindows } from "react-icons/fa";
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import { Sentiment } from "@prisma/client";
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const MODEL_OPTIONS = [
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{
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label: "Model XGBoost (Baseline)",
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code: "baseline",
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desc: "Raw Data (Imbalanced)",
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},
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{
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label: "Model XGBoost (Tuned)",
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code: "tuned",
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desc: "Hyperparameter Tuned",
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},
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{
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label: "Model XGBoost (Optimized)",
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code: "optimized",
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desc: "Pipeline (SMOTE + Chi2)",
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},
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];
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const WORD_LIMIT = 30;
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const professionItems = [
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{ value: "PROGRAMMER", label: "Programmer", icon: Code },
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{ value: "DESIGNER", label: "Designer", icon: Palette },
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{ value: "STUDENT", label: "Student", icon: Book },
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{ value: "GAMER", label: "Gamer", icon: GamepadDirectional },
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{ value: "OTHER", label: "Other", icon: LucideCircleEllipsis },
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];
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const brandItems = [
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{ value: "ASUS", label: "Asus", icon: SiAsus },
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{ value: "ACER", label: "Acer", icon: SiAcer },
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{ value: "LENOVO", label: "Lenovo", icon: SiLenovo },
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{ value: "OTHER", label: "Other", icon: LucideCircleEllipsis },
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];
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const OSItems = [
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{ value: "WINDOWS", label: "Windows", icon: FaWindows },
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{ value: "MACOS", label: "Macos", icon: SiMacos },
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{ value: "LINUX", label: "Linux", icon: SiLinux },
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{ value: "OTHER", label: "Other", icon: LucideCircleEllipsis },
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];
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const reviewDatas = [
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{
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productId: 2,
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modelId: 1,
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content:
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"Laptop ini sangat ringan dan performanya cepat untuk kerja harian.",
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keywords: ["ringan", "cepat", "kerja"],
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sentiment: Sentiment.POSITIVE,
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confidenceScore: 0.92,
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},
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{
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productId: 3,
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modelId: 1,
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content: "Baterainya awet, tapi harganya cukup mahal.",
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keywords: ["baterai", "awet", "mahal"],
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sentiment: Sentiment.NEUTRAL,
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confidenceScore: 0.75,
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},
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{
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productId: 4,
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modelId: 1,
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content: "Performa kurang stabil dan sering panas.",
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keywords: ["performa", "panas", "stabil"],
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sentiment: Sentiment.NEGATIVE,
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confidenceScore: 0.88,
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},
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];
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const scrapePath = "/api/scrape";
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// const backendUrl = process.env.BACKEND_URL || "http://localhost:8000";
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const backendUrl = process.env.NEXT_PUBLIC_API_URL;
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const aiRecommendPath = `${backendUrl}/recommend`;
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const userMetricPath = "/api/user-metric";
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const profilePath = "/api/profile";
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const chromiumUrl =
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"https://github.com/Sparticuz/chromium/releases/download/v131.0.1/chromium-v131.0.1-pack.tar";
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const sentimentStatsPath = "/api/review/sentiment-stats";
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const productPath = "/api/product"
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const reviewPath = "/api/review";
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const positiveWords = [
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"bagus",
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"cepat",
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"aman",
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"baik",
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"mulus",
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"moga",
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"awet",
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"mantap",
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"sangat",
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"fungsi",
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];
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const negativeWords = [
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"lebih",
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"jual",
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"baru",
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"lalu",
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"tahun",
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"masalah",
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"rusak",
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"garansi",
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"layar",
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"kecewa",
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];
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const models = [
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{
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code: "none",
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value: "xgboost",
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label: "XGBoost (Baseline)",
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desc: "Model 1",
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},
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{
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code: "Grid Search",
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value: "xgboost",
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label: "XGBoost (Tuned)",
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desc: "Model 2",
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},
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{
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code: "recommended",
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value: "xgboost",
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label: "XGBoost (Fully Optimized)",
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desc: "Model 3",
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},
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];
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const predictPath = `${backendUrl}/predict`;
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const socketPath = "/api/socket";
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const wordCloudPath = "/api/word-cloud";
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export {
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scrapePath,
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aiRecommendPath,
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userMetricPath,
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profilePath,
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chromiumUrl,
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sentimentStatsPath,
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productPath,
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reviewPath,
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positiveWords,
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negativeWords,
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models,
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predictPath,
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MODEL_OPTIONS,
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WORD_LIMIT,
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professionItems,
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brandItems,
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OSItems,
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reviewDatas,
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socketPath,
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wordCloudPath,
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};
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