From ee1d2acf01a852b22d7d55d9c34bf5f46af40db0 Mon Sep 17 00:00:00 2001 From: Mahen Date: Thu, 12 Feb 2026 13:32:41 +0700 Subject: [PATCH] feat: adjust product review analysis form & minor styling --- next.config.ts | 7 + package-lock.json | 1370 ++++++++++++++++- package.json | 3 + src/app/analyze/page.tsx | 339 ++++ src/app/api/scrape/route.ts | 22 + src/components/dashboards/CustomLabel.tsx | 12 +- src/components/dashboards/DashboardClient.tsx | 5 +- src/components/dashboards/ModelInfo.tsx | 1 + src/hooks/useAnalyzeText.ts | 72 + src/services/scrape.service.ts | 151 ++ src/types/index.ts | 33 +- src/utils/datas.ts | 17 + 12 files changed, 1997 insertions(+), 35 deletions(-) create mode 100644 src/app/analyze/page.tsx create mode 100644 src/app/api/scrape/route.ts create mode 100644 src/hooks/useAnalyzeText.ts create mode 100644 src/services/scrape.service.ts diff --git a/next.config.ts b/next.config.ts index 30a0170..4dc0ab5 100644 --- a/next.config.ts +++ b/next.config.ts @@ -4,6 +4,13 @@ const nextConfig: NextConfig = { images: { domains: ["lh3.googleusercontent.com"], }, + experimental: { + serverComponentsExternalPackages: [ + "puppeteer", + "puppeteer-extra", + "puppeteer-extra-plugin-stealth", + ], + }, }; export default nextConfig; diff --git a/package-lock.json b/package-lock.json index c7ff29e..c4871b2 100644 --- a/package-lock.json +++ b/package-lock.json @@ -23,6 +23,9 @@ "next": "16.1.6", "next-auth": "^4.24.13", "pg": "^8.18.0", + "puppeteer": "^24.37.2", + "puppeteer-extra": "^3.3.6", + "puppeteer-extra-plugin-stealth": "^2.11.2", "radix-ui": "^1.4.3", "react": "19.2.3", "react-dom": "19.2.3", @@ -64,7 +67,6 @@ "version": "7.29.0", "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.0.tgz", "integrity": "sha512-9NhCeYjq9+3uxgdtp20LSiJXJvN0FeCtNGpJxuMFZ1Kv3cWUNb6DOhJwUvcVCzKGR66cw4njwM6hrJLqgOwbcw==", - "dev": true, "license": "MIT", "dependencies": { "@babel/helper-validator-identifier": "^7.28.5", @@ -206,7 +208,6 @@ "version": "7.28.5", "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz", "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==", - "dev": true, "license": "MIT", "engines": { "node": ">=6.9.0" @@ -2120,6 +2121,39 @@ "react-dom": "^18.0.0 || ^19.0.0" } }, + "node_modules/@puppeteer/browsers": { + "version": "2.12.0", + "resolved": "https://registry.npmmirror.com/@puppeteer/browsers/-/browsers-2.12.0.tgz", + "integrity": "sha512-Xuq42yxcQJ54ti8ZHNzF5snFvtpgXzNToJ1bXUGQRaiO8t+B6UM8sTUJfvV+AJnqtkJU/7hdy6nbKyA12aHtRw==", + "license": "Apache-2.0", + "dependencies": { + "debug": "^4.4.3", + "extract-zip": "^2.0.1", + "progress": "^2.0.3", + "proxy-agent": "^6.5.0", + "semver": "^7.7.3", + "tar-fs": "^3.1.1", + "yargs": "^17.7.2" + }, + "bin": { + "browsers": "lib/cjs/main-cli.js" + }, + "engines": { + "node": ">=18" + } + }, + "node_modules/@puppeteer/browsers/node_modules/semver": { + "version": "7.7.4", + "resolved": "https://registry.npmmirror.com/semver/-/semver-7.7.4.tgz", + "integrity": "sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==", + "license": "ISC", + "bin": { + "semver": "bin/semver.js" + }, + "engines": { + "node": ">=10" + } + }, "node_modules/@radix-ui/number": { "version": "1.1.1", "resolved": "https://registry.npmjs.org/@radix-ui/number/-/number-1.1.1.tgz", @@ -5516,6 +5550,12 @@ "tailwindcss": "4.1.18" } }, + "node_modules/@tootallnate/quickjs-emscripten": { + "version": "0.23.0", + "resolved": "https://registry.npmmirror.com/@tootallnate/quickjs-emscripten/-/quickjs-emscripten-0.23.0.tgz", + "integrity": "sha512-C5Mc6rdnsaJDjO3UpGW/CQTHtCKaYlScZTly4JIu97Jxo/odCiH0ITnDXSJPTOrEKk/ycSZ0AOgTmkDtkOsvIA==", + "license": "MIT" + }, "node_modules/@tsconfig/node10": { "version": "1.0.12", "resolved": "https://registry.npmjs.org/@tsconfig/node10/-/node10-1.0.12.tgz", @@ -5614,6 +5654,15 @@ "integrity": "sha512-Ps3T8E8dZDam6fUyNiMkekK3XUsaUEik+idO9/YjPtfj2qruF8tFBXS7XhtE4iIXBLxhmLjP3SXpLhVf21I9Lw==", "license": "MIT" }, + "node_modules/@types/debug": { + "version": "4.1.12", + "resolved": "https://registry.npmjs.org/@types/debug/-/debug-4.1.12.tgz", + "integrity": "sha512-vIChWdVG3LG1SMxEvI/AK+FWJthlrqlTu7fbrlywTkkaONwk/UAGaULXRlf8vkzFBLVm0zkMdCquhL5aOjhXPQ==", + "license": "MIT", + "dependencies": { + "@types/ms": "*" + } + }, "node_modules/@types/estree": { "version": "1.0.8", "resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.8.tgz", @@ -5635,6 +5684,12 @@ "dev": true, "license": "MIT" }, + "node_modules/@types/ms": { + "version": "2.1.0", + "resolved": "https://registry.npmjs.org/@types/ms/-/ms-2.1.0.tgz", + "integrity": "sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA==", + "license": "MIT" + }, 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+ "version": "5.1.0", + "resolved": "https://registry.npmmirror.com/basic-ftp/-/basic-ftp-5.1.0.tgz", + "integrity": "sha512-RkaJzeJKDbaDWTIPiJwubyljaEPwpVWkm9Rt5h9Nd6h7tEXTJ3VB4qxdZBioV7JO5yLUaOKwz7vDOzlncUsegw==", + "license": "MIT", + "engines": { + "node": ">=10.0.0" + } + }, "node_modules/brace-expansion": { "version": "1.1.12", "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz", "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==", - "dev": true, "license": "MIT", "dependencies": { "balanced-match": "^1.0.0", @@ -6619,6 +6833,15 @@ "node": "^6 || ^7 || ^8 || ^9 || ^10 || ^11 || ^12 || >=13.7" } }, + "node_modules/buffer-crc32": { + "version": "0.2.13", + "resolved": "https://registry.npmmirror.com/buffer-crc32/-/buffer-crc32-0.2.13.tgz", + "integrity": "sha512-VO9Ht/+p3SN7SKWqcrgEzjGbRSJYTx+Q1pTQC0wrWqHx0vpJraQ6GtHx8tvcg1rlK1byhU5gccxgOgj7B0TDkQ==", + "license": "MIT", + "engines": { + 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Please update. 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"sha512-gptHNQghINnc/vTGIk0SOFGFNXw7JVrlRUtConJRlvaw6DuX0wO5Jeko9sWrMBhh+PsYAZ7oXAiOnf/UKogyiw==", + "license": "MIT", + "engines": { + "node": ">= 10.0.0" + } + }, "node_modules/unrs-resolver": { "version": "1.11.1", "resolved": "https://registry.npmjs.org/unrs-resolver/-/unrs-resolver-1.11.1.tgz", @@ -12275,6 +13505,12 @@ "d3-timer": "^3.0.1" } }, + "node_modules/webdriver-bidi-protocol": { + "version": "0.4.0", + "resolved": "https://registry.npmmirror.com/webdriver-bidi-protocol/-/webdriver-bidi-protocol-0.4.0.tgz", + "integrity": "sha512-U9VIlNRrq94d1xxR9JrCEAx5Gv/2W7ERSv8oWRoNe/QYbfccS0V3h/H6qeNeCRJxXGMhhnkqvwNrvPAYeuP9VA==", + "license": "Apache-2.0" + }, "node_modules/which": { "version": "2.0.2", "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz", @@ -12390,6 +13626,50 @@ "node": ">=0.10.0" } }, + "node_modules/wrap-ansi": { + "version": "7.0.0", + "resolved": "https://registry.npmmirror.com/wrap-ansi/-/wrap-ansi-7.0.0.tgz", + "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==", + "license": "MIT", + "dependencies": { + "ansi-styles": "^4.0.0", + "string-width": "^4.1.0", + "strip-ansi": "^6.0.0" + }, + "engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/chalk/wrap-ansi?sponsor=1" + } + }, + "node_modules/wrappy": { + "version": "1.0.2", + "resolved": "https://registry.npmmirror.com/wrappy/-/wrappy-1.0.2.tgz", + "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==", + "license": "ISC" + }, + "node_modules/ws": { + "version": "8.19.0", + "resolved": "https://registry.npmmirror.com/ws/-/ws-8.19.0.tgz", + "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==", + "license": "MIT", + "engines": { + "node": ">=10.0.0" + }, + "peerDependencies": { + "bufferutil": "^4.0.1", + "utf-8-validate": ">=5.0.2" + }, + "peerDependenciesMeta": { + "bufferutil": { + "optional": true + }, + "utf-8-validate": { + "optional": true + } + } + }, "node_modules/xtend": { "version": "4.0.2", "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz", @@ -12399,6 +13679,15 @@ "node": ">=0.4" } }, + "node_modules/y18n": { + "version": "5.0.8", + "resolved": "https://registry.npmmirror.com/y18n/-/y18n-5.0.8.tgz", + "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==", + "license": "ISC", + "engines": { + "node": ">=10" + } + }, "node_modules/yallist": { "version": "3.1.1", "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz", @@ -12406,6 +13695,43 @@ "dev": true, "license": "ISC" }, + "node_modules/yargs": { + "version": "17.7.2", + "resolved": "https://registry.npmmirror.com/yargs/-/yargs-17.7.2.tgz", + "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==", + "license": "MIT", + "dependencies": { + "cliui": "^8.0.1", + "escalade": "^3.1.1", + "get-caller-file": "^2.0.5", + "require-directory": "^2.1.1", + "string-width": "^4.2.3", + "y18n": "^5.0.5", + "yargs-parser": "^21.1.1" + }, + "engines": { + "node": ">=12" + } + }, + "node_modules/yargs-parser": { + "version": "21.1.1", + "resolved": "https://registry.npmmirror.com/yargs-parser/-/yargs-parser-21.1.1.tgz", + "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", + "license": "ISC", + "engines": { + "node": ">=12" + } + }, + "node_modules/yauzl": { + "version": "2.10.0", + "resolved": "https://registry.npmmirror.com/yauzl/-/yauzl-2.10.0.tgz", + "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==", + "license": "MIT", + "dependencies": { + "buffer-crc32": "~0.2.3", + "fd-slicer": "~1.1.0" + } + }, "node_modules/yn": { "version": "3.1.1", "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz", diff --git a/package.json b/package.json index d79b1e0..53e2073 100644 --- a/package.json +++ b/package.json @@ -25,6 +25,9 @@ "next": "16.1.6", "next-auth": "^4.24.13", "pg": "^8.18.0", + "puppeteer": "^24.37.2", + "puppeteer-extra": "^3.3.6", + "puppeteer-extra-plugin-stealth": "^2.11.2", "radix-ui": "^1.4.3", "react": "19.2.3", "react-dom": "19.2.3", diff --git a/src/app/analyze/page.tsx b/src/app/analyze/page.tsx new file mode 100644 index 0000000..6fbb8f0 --- /dev/null +++ b/src/app/analyze/page.tsx @@ -0,0 +1,339 @@ +"use client"; + +import { Button } from "@/src/components/ui/button"; +import { Input } from "@/src/components/ui/input"; +import { + Select, + SelectContent, + SelectItem, + SelectTrigger, + SelectValue, +} from "@/src/components/ui/select"; +import { useAnalyseText } from "@/src/hooks/useAnalyzeText"; +import { CheckCircle2, Sparkles, Star, Trophy } from "lucide-react"; +import { motion } from "framer-motion"; + +export default function AnalysisPage() { + const { + url1, + url2, + profession, + loading, + result, + disabled, + handleAnalyze, + setProfession, + setUrl1, + setUrl2, + setDisabled, + } = useAnalyseText(); + + const getSentimentTone = (score: number) => { + if (score >= 80) return "strong"; + if (score >= 60) return "light"; + return "neutral"; + }; + + return ( +
+
+
+ +

Analisis Sentimen Real-time

+
+
+
+ + +
+
+ + setUrl1(e.target.value)} + className="border p-2 rounded-md focus:ring-2 focus:ring-green-500" + required + /> +
+
+
+
+ + setUrl2(e.target.value)} + className="border p-2 rounded-md focus:ring-2 focus:ring-green-500" + required + /> +
+
+ +
+
+ +
+ + {result && ( + + {/* ================= HEADER WINNER ================= */} + +
+ +
+
+ + + Rekomendasi Terbaik + +
+ +

+ {result.winning_product} +

+ +

+ Pilihan paling tepat untuk{" "} + + {result.profession_target} + +

+
+ + + {/* ================= CARDS GRID ================= */} +
+ {result.details.map((item, index) => { + const isWinner = item.name === result.winning_product; + + const getSentimentTone = (score: number) => { + if (score >= 80) return "strong"; + if (score >= 60) return "light"; + return "neutral"; + }; + + const sentimentTone = getSentimentTone( + item.general_sentiment_score, + ); + + return ( + + {/* WINNER BADGE */} + {isWinner && ( +
+ + + Top Choice + +
+ )} + +
+ {/* PRODUCT NAME */} +
+

+ {item.name} +

+ + + Lihat di Tokopedia ↗ + +
+ + {/* COMPATIBILITY SCORE */} +
+
+ + Kecocokan Profesi + + + {item.profession_compatibility_score}% + +
+ +
+ +
+
+ + {/* SENTIMENT SCORE */} +
+
+ + Sentimen Publik + + + {item.general_sentiment_score}% Positif + +
+ +
+ +
+
+ + {/* KEYWORDS */} +
+

+ Kata Kunci Dominan +

+ +
+ {item.top_keywords.map((kw, i) => ( + + #{kw} + + ))} +
+
+
+ + ); + })} +
+ + )} +
+ ); +} diff --git a/src/app/api/scrape/route.ts b/src/app/api/scrape/route.ts new file mode 100644 index 0000000..69431d7 --- /dev/null +++ b/src/app/api/scrape/route.ts @@ -0,0 +1,22 @@ +import { scrapeTokopediaProduct } from "@/src/services/scrape.service"; +import { NextResponse } from "next/server"; + +export async function POST(request: Request) { + try { + const body = await request.json(); + const { url } = body; + + if (!url || !url.includes("tokopedia.com")) { + return NextResponse.json({ error: "URL tidak valid" }, { status: 400 }); + } + + const result = await scrapeTokopediaProduct(url); + + return NextResponse.json({ + success: true, + data: result, + }); + } catch (error: any) { + return NextResponse.json({ error: error.message }, { status: 500 }); + } +} diff --git a/src/components/dashboards/CustomLabel.tsx b/src/components/dashboards/CustomLabel.tsx index e8d30d9..57cc709 100644 --- a/src/components/dashboards/CustomLabel.tsx +++ b/src/components/dashboards/CustomLabel.tsx @@ -1,12 +1,12 @@ import { CLabelProps } from "@/src/types"; const renderCustomLabel = ({ - cx, - cy, - midAngle, - innerRadius, - outerRadius, - percent, + cx = 0, + cy = 0, + midAngle = 0, + innerRadius = 0, + outerRadius = 0, + percent = 0, }: CLabelProps) => { if (percent < 0.05) return null; const RADIAN = Math.PI / 180; diff --git a/src/components/dashboards/DashboardClient.tsx b/src/components/dashboards/DashboardClient.tsx index a81d31c..e53cb8c 100644 --- a/src/components/dashboards/DashboardClient.tsx +++ b/src/components/dashboards/DashboardClient.tsx @@ -16,6 +16,8 @@ import { SentimentChart, TrendChart } from "@/src/utils/dImports"; import { useDashboards } from "@/src/hooks/useDashboard"; import SentimentForm from "./SentimentAnalyzer"; import { WordCloud } from "./WordCloud"; +import AnalysisPage from "@/src/app/analyze/page"; +import SentimentAnalyzer from "./SentimentAnalyzer"; export default function DashboardClient() { const { @@ -130,7 +132,8 @@ export default function DashboardClient() {
- + {/* */} +
diff --git a/src/components/dashboards/ModelInfo.tsx b/src/components/dashboards/ModelInfo.tsx index f9b7bd7..ebe8b6e 100644 --- a/src/components/dashboards/ModelInfo.tsx +++ b/src/components/dashboards/ModelInfo.tsx @@ -41,6 +41,7 @@ export function ModelInfo({ data }: { data: ModelDB[] }) { {model.modelName} diff --git a/src/hooks/useAnalyzeText.ts b/src/hooks/useAnalyzeText.ts new file mode 100644 index 0000000..9c8f996 --- /dev/null +++ b/src/hooks/useAnalyzeText.ts @@ -0,0 +1,72 @@ +import { useState } from "react"; +import { AnalysisResults } from "../types"; + +export const useAnalyseText = () => { + const [url1, setUrl1] = useState(""); + const [url2, setUrl2] = useState(""); + const [profession, setProfession] = useState(""); + const [loading, setLoading] = useState(false); + const [result, setResult] = useState(null); + const [disabled, setDisabled] = useState(false); + + const handleAnalyze = async () => { + setLoading(true); + setResult(null); + + try { + const scrapePromises = [url1, url2].map((u) => + fetch("/api/scrape", { + method: "POST", + body: JSON.stringify({ url: u }), + }).then((res) => res.json()), + ); + + const scrapeResults = await Promise.all(scrapePromises); + + for (const res of scrapeResults) { + if (!res.success) + throw new Error("Gagal mengambil data dari salah satu tautan."); + } + + const candidates = scrapeResults.map((res) => ({ + name: res.data.name, + url: res.data.url, + reviews: res.data.reviews, + })); + + const payload = { + profession: profession, + candidates: candidates, + }; + + const aiRes = await fetch("http://localhost:8000/recommend", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify(payload), + }); + + if (!aiRes.ok) throw new Error("Gagal melakukan analisis AI"); + + const aiResult = await aiRes.json(); + setResult(aiResult); + } catch (error: any) { + alert("Terjadi kesalahan: " + error.message); + } finally { + setLoading(false); + } + }; + + return { + url1, + url2, + profession, + loading, + result, + disabled, + handleAnalyze, + setProfession, + setUrl1, + setUrl2, + setDisabled, + }; +}; diff --git a/src/services/scrape.service.ts b/src/services/scrape.service.ts new file mode 100644 index 0000000..a1b3711 --- /dev/null +++ b/src/services/scrape.service.ts @@ -0,0 +1,151 @@ +import puppeteer from "puppeteer"; +import { ScrapeResult } from "../types"; +import { getFallbackData } from "../utils/datas"; + +export async function scrapeTokopediaProduct( + url: string, +): Promise { + const targetUrl = normalizeToReviewUrl(url); + + let browser; + + try { + browser = await puppeteer.launch({ + headless: true, + args: [ + "--no-sandbox", + "--disable-setuid-sandbox", + "--window-size=1366,768", + ], + }); + + const page = await browser.newPage(); + + await page.setUserAgent( + "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36", + ); + await page.setViewport({ width: 1366, height: 768 }); + + console.log(`🚀 Scraping URL: ${url}`); + + await page.goto(targetUrl, { + waitUntil: "domcontentloaded", + timeout: 60000, + }); + + await page.evaluate(async () => { + await new Promise((resolve) => { + let totalHeight = 0; + const distance = 150; + const timer = setInterval(() => { + window.scrollBy(0, distance); + totalHeight += distance; + if (totalHeight >= 2500) { + clearInterval(timer); + resolve(); + } + }, 100); + }); + }); + + await new Promise((r) => setTimeout(r, 3000)); + + const scrapedData = await page.evaluate(() => { + const titleEl = document.querySelector( + '[data-testid="lblPDPDetailProductName"]', + ); + let rawName = titleEl ? titleEl.textContent || "" : document.title; + + const cleanProductName = (name: string) => { + let cleaned = name + .replace( + /^(Review|Jual|Promo|Flash Sale|Hot Item|Baru|PROMO)\s+/i, + "", + ) + .replace(/^Laptop\s+/i, "") + .replace(/\(.*?\)/g, "") + .replace(/\[.*?\]/g, "") + .trim(); + + const specWallRegex = + /\b(i[3579]\b|ryzen|celeron|athlon|atom|intel|amd|n\d{4}|z\d{4}|4gb|8gb|12gb|16gb|24gb|32gb|64gb|128gb|256gb|512gb|1tb|2tb|ssd|hdd|emmc|w10|w11|win10|win11|windows|dos|no os|linux|ubuntu|11"|13"|14"|14\.0|15"|15\.6|16"|fhd|hd|qhd|uhd|4k|oled|ips|tn|hz|resmi|garansi|murah)\b/i; + + const splitName = cleaned.split(specWallRegex); + + let finalName = splitName[0].trim(); + + finalName = finalName.replace(/[-|,|\/]+\s*$/, "").trim(); + + return finalName; + }; + + const productName = cleanProductName(rawName); + + const elements = document.querySelectorAll("div, span, p"); + const uniqueReviews = new Set(); + + elements.forEach((el) => { + const text = el.textContent || ""; + + if (text.length > 40 && text.length < 1000) { + if (el.children.length === 0) { + const cleanText = text.trim().replace(/\n/g, " "); + + const isJunk = + cleanText.includes("Lihat Balasan") || + cleanText.includes("Membantu") || + cleanText.includes("Laporkan") || + cleanText.includes("Tokopedia") || + cleanText.includes("Promo") || + cleanText.includes("Diskusi"); + + if (!isJunk) { + uniqueReviews.add(cleanText); + } + } + } + }); + + return { + productName, + reviews: Array.from(uniqueReviews).slice(0, 15), + }; + }); + + await browser.close(); + + if (scrapedData.reviews.length === 0) { + console.warn("⚠️ Tidak ada ulasan terdeteksi. Menggunakan Fallback."); + return getFallbackData(url); + } + + return { + name: scrapedData.productName, + url: url, + reviews: scrapedData.reviews, + }; + } catch (error: any) { + if (browser) await browser.close(); + return getFallbackData(url); + } +} + +function normalizeToReviewUrl(rawUrl: string): string { + try { + const urlObj = new URL(rawUrl); + + let cleanPath = urlObj.pathname; + + if (cleanPath.endsWith("/")) { + cleanPath = cleanPath.slice(0, -1); + } + + if (!cleanPath.endsWith("/review")) { + cleanPath += "/review"; + } + + return `https://www.tokopedia.com${cleanPath}`; + } catch (e) { + return rawUrl; + } +} diff --git a/src/types/index.ts b/src/types/index.ts index 8a8e18b..b97d60c 100644 --- a/src/types/index.ts +++ b/src/types/index.ts @@ -160,12 +160,12 @@ export type WordCloudConfig = { }; export interface CLabelProps { - cx: number; - cy: number; - midAngle: number; - innerRadius: number; - outerRadius: number; - percent: number; + cx?: number; + cy?: number; + midAngle?: number; + innerRadius?: number; + outerRadius?: number; + percent?: number; } export type LegendPayloadItem = { @@ -173,3 +173,24 @@ export type LegendPayloadItem = { name?: string; value?: string; }; + +export interface ScrapeResult { + name: string; + url: string; + reviews: string[]; +} + +export interface ProductDetail { + name: string; + url: string; + general_sentiment_score: number; + profession_compatibility_score: number; + verdict: string; + top_keywords: string[]; +} + +export interface AnalysisResults { + profession_target: string; + winning_product: string; + details: ProductDetail[]; +} diff --git a/src/utils/datas.ts b/src/utils/datas.ts index c610c60..68bdcce 100644 --- a/src/utils/datas.ts +++ b/src/utils/datas.ts @@ -73,3 +73,20 @@ export const setWordCloud = ({ maxValue, minValue }: WordCloudConfig) => { return { getSize, getColor }; }; + +export function getFallbackData(url: string): ScrapeResult { + return { + name: "Produk (Data Sampel)", + url: url, + reviews: [ + "Laptop ini performanya sangat kencang untuk coding backend dan docker.", + "Layar OLED-nya juara banget, warnanya tajam cocok buat desain di Illustrator.", + "Keyboard travel distance-nya pas, enak buat ngetik skripsi berjam-jam.", + "Sayang port-nya agak sedikit, butuh dongle tambahan.", + "Baterai lumayan awet bisa tahan 6-7 jam pemakaian normal office.", + "Buat main game ringan seperti Valorant masih oke, fps stabil.", + "Build quality kokoh, terasa premium walau body plastik.", + "Pengiriman cepat dan packing kayu sangat aman.", + ], + }; +}