38 lines
2.2 KiB
JavaScript
38 lines
2.2 KiB
JavaScript
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// analyze-abc.js — 验证"A为主、B/C为辅"设计的实际效果
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// 对历史已打招呼者跑新门槛+评分,对比 [A+B/C] 与 [仅A] 两组的评级分布
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'use strict';
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const path = require('path');
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function tryRequire(names) { for (const n of names) { try { return require(n); } catch (_) {} } throw new Error('需要 better-sqlite3'); }
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const Database = tryRequire([process.env.SQLITE3_PATH, path.join(__dirname, 'node_modules', 'better-sqlite3'), 'better-sqlite3']);
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const { CONFIG, evaluateCandidate } = require('./scoring');
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const dbPath = process.argv[2] || path.join(__dirname, '..', '..', 'data', 'recruitment.db');
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const db = new Database(dbPath, { readonly: true });
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const rows = db.prepare(`
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SELECT name, age, education, experience, raw_text, education_detail, work_detail, cert_detail
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FROM candidates WHERE greeted = 1`).all();
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const groups = { 'A+语言信号': { 推: 0, 待: 0, 不: 0 }, '仅A(无B/C)': { 推: 0, 待: 0, 不: 0 } };
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let pass = 0;
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for (const r of rows) {
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const res = evaluateCandidate({
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rawText: r.raw_text, workDetail: r.work_detail, educationDetail: r.education_detail,
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certDetail: r.cert_detail, age: r.age, education: r.education, experience: r.experience,
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});
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if (!res.gate.pass) continue;
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pass++;
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const edu = r.education_detail || r.raw_text || '';
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const cert = (r.cert_detail || '') + '\n' + (r.raw_text || '');
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const hasBC = CONFIG.majorKeywords.some(k => edu.includes(k)) || CONFIG.certKeywords.some(k => cert.includes(k));
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const g = hasBC ? groups['A+语言信号'] : groups['仅A(无B/C)'];
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if (res.level === '推荐') g.推++; else if (res.level === '待定') g.待++; else g.不++;
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}
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console.log(`历史打招呼 ${rows.length} 人 → 过新门槛 ${pass} 人,分组评级分布:\n`);
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for (const [name, g] of Object.entries(groups)) {
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const t = g.推 + g.待 + g.不;
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if (!t) { console.log(`${name}: 0人`); continue; }
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console.log(`${name}: ${t}人 | 推荐 ${g.推} (${(g.推 / t * 100).toFixed(0)}%) | 待定 ${g.待} (${(g.待 / t * 100).toFixed(0)}%) | 不推荐 ${g.不} (${(g.不 / t * 100).toFixed(0)}%)`);
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console.log(` → 会打招呼的(推荐+待定)占 ${(g.推 + g.待) / t * 100}%\n`);
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}
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