/* CareerNexus 职联 前端主脚本:外壳 + 驾驶舱 + 演化 + 匹配 + 学习路径。 * 全部数据走 /api,完全离线(无外部依赖)。图谱工作台见 graph.js。 */ "use strict"; /* ================= 公共工具 ================= */ const $ = (s) => document.querySelector(s); const $$ = (s) => Array.from(document.querySelectorAll(s)); /* 网络层统一封装:网络错误一律翻译为中文业务文案, * 演示环境禁止出现 "Failed to fetch"、接口路径、内部文件名。 */ async function cnFetch(path, options) { try { return await fetch(path, options); } catch { throw new Error("暂时无法连接服务,请检查后端是否已启动"); } } /* 把残余的技术型报错兜底翻译为业务文案(服务端中文 detail 原样保留) */ function friendlyErr(e, fallback = "操作失败,请稍后重试") { const raw = (e && e.message) || ""; if (!raw) return fallback; if (/failed to fetch|networkerror|load failed/i.test(raw)) return "暂时无法连接服务,请检查后端是否已启动"; if (/\.jsonl|\.py|traceback/i.test(raw)) return fallback; // 内部文件名不外显 return raw.replace(/HTTP (\d{3})/g, "服务响应异常($1)"); } async function api(path, options) { options = options || {}; options.headers = Object.assign( { "X-Access-Token": localStorage.getItem("cn_access_token") || "" }, options.headers); const resp = await cnFetch(path, options); if (resp.status === 401) { openConfigModal(true); throw new Error("需要访问令牌:请在系统设置中填写"); } const body = await resp.json().catch(() => ({ code: -1, message: "服务响应异常,请稍后重试" })); if (!resp.ok || body.code !== 0) { throw new Error(friendlyErr({ message: body.detail || body.message || "" }, `服务暂时不可用(错误码 ${resp.status})`)); } return body.data; } function esc(s) { return String(s ?? "").replace(/[&<>"']/g, (c) => ({ "&": "&", "<": "<", ">": ">", '"': """, "'": "'" }[c])); } function toast(msg, type = "info") { const el = document.createElement("div"); el.className = `toast ${type}`; el.textContent = msg; $("#toast-wrap").appendChild(el); setTimeout(() => el.remove(), 2800); } /* ================= 统一系统弹窗(替代浏览器原生 alert/prompt/confirm) ================= */ function sysDialog({ title, bodyHtml, okText = "确定", cancelText = "取消", danger = false, onOk }) { return new Promise((resolve) => { const wrap = document.createElement("div"); wrap.className = "sysdlg-mask"; wrap.innerHTML = ` `; document.body.appendChild(wrap); const close = (val) => { wrap.remove(); resolve(val); }; wrap.querySelector('[data-act="ok"]').onclick = () => { if (onOk) { const v = onOk(wrap); if (v !== undefined) close(v); // onOk 返回 undefined 表示校验不通过,不关闭 } else close(true); }; wrap.querySelector('[data-act="cancel"]')?.addEventListener("click", () => close(null)); wrap.addEventListener("click", (e) => { if (e.target === wrap) close(null); }); const input = wrap.querySelector("input,textarea"); if (input) { input.focus(); input.select(); input.addEventListener("keydown", (e) => { if (e.key === "Enter" && input.tagName === "INPUT") wrap.querySelector('[data-act="ok"]').click(); }); } }); } function sysPrompt({ title, label = "", value = "", placeholder = "" }) { return sysDialog({ title, bodyHtml: `${label ? `
${esc(label)}
` : ""} `, onOk: (w) => w.querySelector("input").value.trim() || null, }); } function sysConfirm({ title, text, okText = "确定", danger = false }) { return sysDialog({ title, bodyHtml: `
${esc(text)}
`, okText, danger }); } function sysAlert({ title, text, okText = "知道了" }) { return sysDialog({ title, bodyHtml: `
${esc(text)}
`, okText, cancelText: "" }); } /* 复制展示框:readonly 输入 + 一键复制(clipboard 失败时退化为手动全选复制) */ function sysCopy({ title, text }) { return sysDialog({ title, okText: "复制", cancelText: "关闭", bodyHtml: ``, onOk: async (w) => { const input = w.querySelector("input"); input.focus(); input.select(); try { await navigator.clipboard.writeText(text); toast("已复制到剪贴板", "success"); } catch { document.execCommand("copy"); toast("已复制到剪贴板", "success"); } return true; }, }); } function openModal(title, bodyHtml, footHtml) { $("#modal-title").innerHTML = title; $("#modal-body").innerHTML = bodyHtml; const foot = $("#modal-foot"); if (footHtml) { foot.innerHTML = footHtml; foot.classList.remove("hidden"); } else foot.classList.add("hidden"); $("#modal-mask").classList.remove("hidden"); } function closeModal() { $("#modal-mask").classList.add("hidden"); $("#modal-box").classList.remove("wide"); } $("#modal-close").onclick = closeModal; $("#modal-mask").addEventListener("click", (e) => { if (e.target.id === "modal-mask") closeModal(); }); document.addEventListener("keydown", (e) => { if (e.key === "Escape") closeModal(); }); const post = (path, payload) => api(path, { method: "POST", headers: { "Content-Type": "application/json" }, body: JSON.stringify(payload), }); /* 全局共享状态与命名空间(graph.js 复用) */ const CN = window.CN = { api, post, $, $$, esc, toast, openModal, closeModal, sysPrompt, sysConfirm, sysAlert, sysCopy, jobs: [], // /api/jobs 缓存 graphData: null, // /api/graph 缓存 switchView: null, // 下方赋值 gotoNode: null, // graph.js 注册:跳转图谱并选中节点 }; const TYPE_META = { Job: { name: "岗位", color: "#2f54eb", tag: "tag-blue" }, Skill: { name: "技能", color: "#00b42a", tag: "tag-green" }, Industry: { name: "行业", color: "#13c2c2", tag: "tag-cyan" }, Scenario: { name: "场景", color: "#722ed1", tag: "tag-purple" }, }; CN.TYPE_META = TYPE_META; /* JD 原文缓存(证据弹窗与来源列表共用,失败不缓存以允许重试) */ const _jdCache = new Map(); async function fetchJd(sid) { if (_jdCache.has(sid)) return _jdCache.get(sid); const p = api(`/api/jd?sid=${encodeURIComponent(sid)}`); _jdCache.set(sid, p); try { return await p; } catch (e) { _jdCache.delete(sid); throw e; } } /* 来源列表行内联元信息:填充为「企业 · 平台 · 日期」可读文案(不显示内部 source_id) */ CN.jdMetaLine = async function (el, sid) { try { const r = await fetchJd(sid); el.textContent = `${r.company || "企业未披露"} · ${r.source || "公开招聘平台"} · ${r.publish_date || "时间未知"}`; } catch { el.textContent = "证据详情暂时读取失败,点击可重试查看"; } }; /* JD 证据弹窗(演化事件 / 图谱来源共用) * sids:单条或数组(数组时支持上一条/下一条翻页) * ctx:{ skill, jobTitle, changeType, window } 用于生成可读结论与命中依据 */ async function showJdEvidence(sids, ctx = {}) { const list = (Array.isArray(sids) ? sids : [sids]).filter(Boolean); if (!list.length) return toast("该条目暂无关联的公开 JD 证据", "info"); let idx = 0; const conclusion = ctx.skill ? `${ctx.skill}${ctx.changeType ? ` · ${ctx.changeType}` : ""}${ctx.jobTitle ? ` — ${ctx.jobTitle}` : ""}` : ""; async function render() { const sid = list[idx]; const foot = ` ${list.length > 1 ? ` ${idx + 1} / ${list.length} ` : ""} `; openModal("JD 原文证据", `
证据加载中…
`, foot); $("#ev-close").onclick = closeModal; if (list.length > 1) { $("#ev-prev").onclick = () => { idx -= 1; render(); }; $("#ev-next").onclick = () => { idx += 1; render(); }; } try { const rec = await fetchJd(sid); $("#modal-body").innerHTML = ` ${conclusion ? `
${esc(conclusion)}${ctx.window ? `(${esc(ctx.window)})` : ""}
` : ""}
${esc(rec.job_title)}${esc(rec.company || "企业未披露")} ${esc(rec.city || "—")}${esc(rec.salary || "—")}
来源:${esc(rec.source || "公开招聘平台")} · ${esc(rec.company || "企业未披露")} · 发布时间:${esc(rec.publish_date || "未知")}
${esc(rec.text)}
${ctx.skill ? `
命中依据:该 JD 对「${esc(ctx.skill)}」提出明确能力要求${ctx.changeType ? `(${esc(ctx.changeType)})` : ""}
` : ""}
${esc(sid)}
`; } catch (e) { const gone = /不存在|非法|格式/.test((e && e.message) || ""); $("#modal-body").innerHTML = `

${gone ? "该能力当前没有可展示的公开原文,已进入人工核验队列" : "暂时无法读取该条证据,请检查服务后重试"}

`; $("#ev-retry").onclick = render; } } await render(); } CN.showJdEvidence = showJdEvidence; CN.fetchJd = fetchJd; /* ================= 视图切换 / 侧栏 ================= */ const PAGE_TITLES = { dashboard: "人才能力变化指挥台", graph: "岗位能力证据地图", evolution: "岗位演化", match: "人岗匹配", path: "学习路径", }; const _loaded = {}; function switchView(name) { $$(".nav-item").forEach((b) => b.classList.toggle("active", b.dataset.view === name)); $$(".view").forEach((v) => v.classList.remove("active")); $("#view-" + name).classList.add("active"); $("#page-title").textContent = PAGE_TITLES[name] || ""; /* 视图记入 URL hash,刷新后回到同一页(node 参数在 graph.js 内维护) */ const hash = new URLSearchParams(location.hash.slice(1)); if (hash.get("view") !== name) { hash.set("view", name); if (name !== "graph") hash.delete("node"); history.replaceState(null, "", "#" + hash.toString()); } if (name === "graph" && CN.graph && !_loaded.graph) { _loaded.graph = true; CN.graph.init(); } if (name === "graph" && CN.graph && _loaded.graph) CN.graph.onShow(); if (name === "path" && !_loaded.path) { _loaded.path = true; loadPathJob($("#path-job-select").value).then(() => renderDemoPath()); // 未诊断时展示示范路线 } } CN.switchView = switchView; $$(".nav-item").forEach((btn) => { btn.onclick = () => switchView(btn.dataset.view); }); /* ================= 全局搜索 ================= */ (function initSearch() { const input = $("#global-search-input"), drop = $("#global-search-drop"); let timer = null; input.addEventListener("input", () => { clearTimeout(timer); timer = setTimeout(async () => { const kw = input.value.trim(); if (!kw) { drop.classList.add("hidden"); return; } try { if (!CN.graphData) CN.graphData = await api("/api/graph"); const hits = CN.graphData.nodes .filter((n) => (n.title || n.id).toLowerCase().includes(kw.toLowerCase())) .slice(0, 8); drop.innerHTML = hits.length ? hits.map((n, i) => { const m = TYPE_META[n.type] || { name: n.type, tag: "tag-gray" }; return `
${m.name}${esc(n.title || n.id)} ${esc(n.category || "")}
`; }).join("") : `
无匹配结果
`; drop.classList.remove("hidden"); $$("#global-search-drop .sd-item[data-id]").forEach((el) => { el.onclick = () => { drop.classList.add("hidden"); input.value = ""; switchView("graph"); if (CN.gotoNode) CN.gotoNode(el.dataset.id); }; }); } catch { /* 静默 */ } }, 200); }); document.addEventListener("click", (e) => { if (!e.target.closest(".global-search")) drop.classList.add("hidden"); }); })(); /* ================= 人才能力变化指挥台(数据驾驶舱) ================= */ /* 首屏 KPI:新岗位候选 / 关键技能增强 / 待人工复核 / 影响岗位(图谱规模降级为一行小字) */ const METRIC_DEFS = [ { key: "candidates", label: "新岗位候选", act: "desk", sub: "聚类发现,待人工决策", icon: '' }, { key: "boosted", label: "关键技能增强", act: "evolution", sub: "近 2 季度新增+增强事件", icon: '' }, { key: "review", label: "待人工复核", act: "desk", sub: "候选岗位 + 候选技能关系", icon: '' }, { key: "affected", label: "影响岗位", act: "evolution", sub: "近 2 季度发生变化的岗位", icon: '' }, ]; async function loadDashboard() { const [health, graph, pending, audit] = await Promise.all([ api("/api/health"), api("/api/graph"), api("/api/review/pending").catch(() => []), api("/api/audit?limit=8").catch(() => []), ]); CN.graphData = graph; CN._pendingCache = pending; const s = health.graph || {}; updateBanners(health); const events = graph.events || []; const lastWin = (events.at(-1) || {}).window || "2026Q3"; $("#data-version").textContent = `数据截止:${lastWin} · 模拟数据`; /* 本期口径:最近 2 个季度的变化事件 */ const wins2 = [...new Set(events.map((e) => e.window))].sort().slice(-2); const recent = events.filter((e) => wins2.includes(e.window)); const cnt = (t) => recent.filter((e) => e.change_type === t).length; const readyCount = pending.filter((c) => ["高", "较高"].includes(candidateTrust(c, CN.jobs).level)).length; const pendingRels = pending.reduce((a, c) => a + (c.required_skills || []).length + (c.preferred_skills || []).length, 0); /* 指挥台首屏:结论 + 图谱规模(降级为小字) */ $("#cmd-title").textContent = `${lastWin} 人才能力变化概览`; $("#cmd-sub").textContent = pending.length ? `本期确认 ${recent.length} 项关键变化(新增 ${cnt("新增")} · 增强 ${cnt("增强")} · 减弱 ${cnt("减弱")} · 退出 ${cnt("退出")});${readyCount} 个岗位候选已具备入库条件` : `本期确认 ${recent.length} 项关键变化(新增 ${cnt("新增")} · 增强 ${cnt("增强")} · 减弱 ${cnt("减弱")} · 退出 ${cnt("退出")});当前无待审核候选`; $("#cmd-scale").textContent = `图谱规模:岗位 ${s.jobs ?? "—"} · 技能 ${s.skills ?? "—"} · 关系边 ${s.edges ?? "—"} · 演化事件 ${s.events ?? "—"}`; /* KPI 卡(点击直达对应处理界面) */ const values = { candidates: pending.length, boosted: cnt("增强") + cnt("新增"), review: pending.length + pendingRels, affected: new Set(recent.map((e) => e.job_id)).size, }; $("#metric-cards").innerHTML = METRIC_DEFS.map((m) => `
${m.icon}${m.label}
${values[m.key] ?? "—"}
${m.sub}
`).join(""); $$("#metric-cards .metric-card").forEach((el) => { el.onclick = () => (el.dataset.act === "desk" ? openReviewDesk() : switchView("evolution")); }); $("#pending-count").textContent = `${pending.length} 待办`; /* 主图:近 8 季度变化事件流(全岗位口径堆叠柱,点击柱段跳演化页) */ CN._flowEvents = events; drawEventFlow($("#trend-canvas"), events, 8); renderTrust(); renderTaskTable(audit); $("#btn-import-jd").onclick = () => openImportDialog(); $("#btn-cmd-report").onclick = () => switchView("evolution"); $("#btn-open-review-desk").onclick = () => openReviewDesk(); $("#btn-open-review-desk-2").onclick = () => openReviewDesk(); $("#btn-audit-toggle").onclick = () => { const wrap = $("#task-table-wrap"); wrap.classList.toggle("hidden"); $("#btn-audit-toggle").textContent = wrap.classList.contains("hidden") ? "展开台账" : "收起台账"; }; renderFeed(events); renderPending(pending); } /* 数据可信度卡:有效 JD / 独立企业 / 来源类型 / 人工复核率 / 异常剔除率 */ async function renderTrust() { const box = $("#trust-card"); try { const t = await api("/api/stats/credibility"); const rows = [ ["有效 JD", `${t.jd_valid} 条`, `原始 ${t.jd_total} 条,去重降噪后入图`], ["独立企业", `${t.companies} 家`, "跨企业交叉验证,防单一企业造词"], ["来源类型", `${t.sources} 类`, (t.source_names || []).join("、") || "公开招聘平台"], ["人工复核率", t.review_rate == null ? "—" : `${Math.round(t.review_rate * 100)}%`, `审核留痕 ${t.reviewed} 条 · 待审 ${t.pending} 项`], ["异常剔除率", `${Math.round((t.excluded_rate || 0) * 100)}%`, `剔除噪声/重复 ${t.jd_total - t.jd_valid} 条`], ]; box.innerHTML = rows.map(([k, v, sub]) => `
${k}${v} ${esc(sub)}
`).join(""); } catch (e) { box.innerHTML = `

可信度统计暂时加载失败:${esc(friendlyErr(e))}

`; $("#trust-retry").onclick = renderTrust; } } /* JD 数据导入对话框:上传文件 / 粘贴文本 / 直接全量重建 */ async function openImportDialog() { const choice = await sysDialog({ title: "JD 数据导入", okText: "开始导入", bodyHtml: `
支持 .jsonl / .csv / .txt 文件上传(UTF-8,≤10MB),或直接粘贴 JSONL 文本(每行一条记录);两者都留空则仅触发全量重建。
上传文件
或粘贴文本
`, onOk: (w) => { const f = w.querySelector("#imp-file").files[0]; const t = w.querySelector("#imp-text").value; if (!f && !t.trim()) return "rebuild"; return { file: f, text: t }; }, }); if (choice === null) return; try { let t; if (choice === "rebuild") { t = await post("/api/jd/import", {}); } else { const fd = new FormData(); if (choice.file) fd.append("file", choice.file); else fd.append("text", choice.text); t = await api("/api/jd/import", { method: "POST", body: fd }); const bad = (t.bad_lines || []).length; toast(`已接收:导入 ${t.imported} 条 / 跳过 ${t.skipped} 条 / 坏行 ${bad} 条` + (bad ? `(详见 logs/${t.bad_log})` : ""), bad ? "error" : "success"); } toast(`导入任务已启动:${t.task_id}`, "success"); pollTask(t.task_id); } catch (e) { toast(e.message, "error"); } } async function pollTask(taskId) { const timer = setInterval(async () => { try { const t = await api(`/api/tasks/${taskId}`); if (t.status === "done") { clearInterval(timer); toast("JD 导入完成,图谱已更新", "success"); loadDashboard(); } else if (t.status === "failed") { clearInterval(timer); toast("导入失败:" + (t.error || "未知错误"), "error"); } } catch { clearInterval(timer); } }, 1500); } function renderTaskTable(audit) { const tbody = $("#task-table tbody"); const rows = (audit || []).slice(0, 8); if (!rows.length) { tbody.innerHTML = ""; $("#task-empty").classList.remove("hidden"); return; } $("#task-empty").classList.add("hidden"); tbody.innerHTML = rows.map((r) => { const isNode = r.kind === "node_update"; const obj = isNode ? r.node_id : (r.candidate_id || "").replace(/^cand_/, ""); const act = isNode ? "节点编辑" : { accept: "审核通过", reject: "退回观察", modify: "审核修改" }[r.action] || r.action; const badge = isNode ? "badge-version" : (r.action === "reject" ? "badge-warning" : "badge-success"); return `${act} ${esc(obj)}${esc(r.operator || "—")} ${esc(r.time || "—")}${esc(r.reason || "—")}`; }).join(""); } /* 变化播报卡:技能图标 + 变化类型 + 影响岗位 + 证据数 + 跳转演化页(审核动作归入台账) */ function renderFeed(events) { const verb = { "新增": "成为新要求", "增强": "需求显著增强", "减弱": "需求明显减弱", "退出": "退出能力画像" }; const items = (events || []).slice(-6).reverse(); const jobTitle = (id) => ((CN.jobs || []).find((j) => j.job_id === id) || {}).title || id.replace(/^job_/, ""); $("#activity-feed").innerHTML = items.length ? items.map((e, i) => { const m = CHANGE_META[e.change_type] || { tag: "tag-gray", color: "#86909c" }; return `
${esc(e.skill)} ${verb[e.change_type] || esc(e.change_type)}
影响岗位:${esc(jobTitle(e.job_id))} · 证据 ${(e.source_ids || []).length} 条 JD · ${esc(e.window)}
${esc(e.change_type)}
`; }).join("") : `
暂无变化播报
`; $$("#activity-feed .feed-item").forEach((el) => { el.onclick = () => { const e = items[+el.dataset.i]; switchView("evolution"); $("#evo-job-select").value = e.job_id; loadEvolution(); }; }); } /* 待办行动卡(最多 3 张:结论 + 证据强度 + 处理按钮;完整台账见审核台/下方台账) */ function renderPending(pending) { const box = $("#pending-list"); if (!pending.length) { box.innerHTML = `
暂无待审核候选(可在图谱页触发新岗位发现)
`; return; } box.innerHTML = pending.slice(0, 3).map((c) => { const t = candidateTrust(c, CN.jobs); const ready = ["高", "较高"].includes(t.level); return `
${esc(c.title)} ${ready ? "建议批准入图" : "建议继续观察"}
结论:四指标达标 ${t.okCount}/4(可信等级 ${t.level}) · 处理人:待分配
证据强度:${c.source_count} 条 JD · ${c.company_count} 家企业 · ${(c.support_windows || []).length} 个季度跨度
`; }).join("") + (pending.length > 3 ? `` : ""); box.querySelectorAll("[data-act]").forEach((b) => { b.onclick = () => doReview(b.dataset.id, b.dataset.act); }); box.querySelectorAll("[data-desk]").forEach((b) => { b.onclick = () => openReviewDesk(b.dataset.desk); }); const more = $("#pending-more"); if (more) more.onclick = () => openReviewDesk(); } async function doReview(id, action) { const operator = await CN.sysPrompt({ title: "审核确认", label: "请输入审核人姓名:", value: "评审专家" }); if (operator === null) return; let reason = "webui 审核通过"; if (action === "reject") { reason = await CN.sysPrompt({ title: "退回继续观察", label: "请输入退回原因(候选保留观察,暂不入库):", value: "证据不足,继续观察" }); if (reason === null) return; } try { await post("/api/review", { candidate_id: id, action, operator: operator || "评审专家", reason }); toast(action === "accept" ? "已批准入图:图谱已实时更新" : "已退回继续观察", "success"); loadDashboard(); if (!$("#review-desk-mask").classList.contains("hidden")) renderReviewDesk(); if (CN.graph && CN.graph.reload) CN.graph.reload(); } catch (e) { toast(e.message, "error"); } } CN.doReview = doReview; /* ================= 候选岗位审核台(显性二级界面:发现 → 证据 → 人工决策 → 自动入图) ================= */ /* 候选可信等级四指标:支撑 JD 数 ≥15 / 独立企业数 ≥5 / 增长趋势(支撑窗口后半段不弱于前半段)/ 与既有岗位差异度 ≥0.40 */ function candidateTrust(c, jobs) { const jdOk = (c.source_count || 0) >= 15; const compOk = (c.company_count || 0) >= 5; const wins = (c.support_windows || []).slice().sort(); const half = Math.max(1, Math.floor(wins.length / 2)); const before = wins.slice(0, wins.length - half).length; const recent = wins.slice(-half).length; const growthOk = before === 0 ? wins.length >= 2 : recent / before >= 1.0; const skills = new Set([...(c.required_skills || []), ...(c.preferred_skills || [])].map((s) => s.toLowerCase())); let best = { sim: 0, title: "" }; (jobs || []).forEach((j) => { const js = new Set([...(j.required_skills || []), ...(j.preferred_skills || [])].map((s) => s.toLowerCase())); if (!skills.size || !js.size) return; const inter = [...skills].filter((s) => js.has(s)).length; const sim = inter / (skills.size + js.size - inter); if (sim > best.sim) best = { sim, title: j.title }; }); const distinct = 1 - best.sim; const dots = [ { label: "支撑 JD", ok: jdOk, value: `${c.source_count || 0} 条(≥15 达标)` }, { label: "独立企业", ok: compOk, value: `${c.company_count || 0} 家(≥5 达标)` }, { label: "增长趋势", ok: growthOk, value: `支撑窗口覆盖 ${wins.length} 个季度` }, { label: "差异度", ok: distinct >= 0.4, value: `${distinct.toFixed(2)}(≥0.40 达标)` }, ]; const okCount = dots.filter((d) => d.ok).length; const level = okCount >= 4 ? "高" : okCount === 3 ? "较高" : okCount === 2 ? "中" : "低"; return { dots, level, okCount, distinctness: distinct, nearest: best }; } function openReviewDesk(focusId) { renderReviewDesk(focusId); $("#review-desk-mask").classList.remove("hidden"); } CN.openReviewDesk = openReviewDesk; $("#review-desk-close").onclick = () => $("#review-desk-mask").classList.add("hidden"); $("#review-desk-mask").addEventListener("click", (e) => { if (e.target.id === "review-desk-mask") $("#review-desk-mask").classList.add("hidden"); }); async function renderReviewDesk(focusId) { const box = $("#review-desk-body"); if (!box) return; let pending = CN._pendingCache; try { pending = await api("/api/review/pending"); CN._pendingCache = pending; } catch (e) { box.innerHTML = `

候选数据暂时加载失败:${esc(friendlyErr(e))}

`; $("#desk-retry").onclick = () => renderReviewDesk(); return; } if (!pending.length) { box.innerHTML = `
暂无待审核候选(可在图谱页触发新岗位发现)
`; return; } const levelTag = { "高": "tag-green", "较高": "tag-cyan", "中": "tag-orange", "低": "tag-red" }; box.innerHTML = pending.map((c) => { const t = candidateTrust(c, CN.jobs); const wins = (c.support_windows || []).slice().sort(); const span = wins.length ? `${wins[0]} ~ ${wins[wins.length - 1]}` : "—"; const resp = c.responsibilities || []; const summary = resp[0] || `面向${(c.industries || []).join("/") || "新兴"}领域的「${c.title}」岗位(职责描述待人工补充)`; return `
候选:${esc(c.title)} 可信等级:${t.level}
职责摘要:${esc(summary)}
${resp.length > 1 ? `
核心职责:${resp.slice(0, 5).map((d) => `${esc(d.replace(/;\s*$/, ""))}`).join(" ")}
` : ""}
应用场景:${(c.scenarios || []).length ? c.scenarios.map((s) => `${esc(s)}`).join(" ") : "—"}
${t.dots.map((d) => ``).join("")} ${t.okCount}/4 指标达标(JD / 企业 / 增长 / 差异)
多源证据:${c.source_count} JD · ${c.company_count} 企业 · 时间跨度 ${esc(span)}
与相近岗位:${t.nearest.title ? `「${esc(t.nearest.title)}」技能重合 ${(t.nearest.sim * 100).toFixed(0)}%,职责差异度 ${t.distinctness.toFixed(2)}` : "暂无可比较岗位"}
必备:${(c.required_skills || []).slice(0, 6).map((s) => `${esc(s)}`).join(" ") || "—"} ${(c.preferred_skills || []).length ? `
加分:${c.preferred_skills.slice(0, 4).map((s) => `${esc(s)}`).join(" ")}` : ""}
`; }).join(""); box.querySelectorAll("[data-act]").forEach((b) => { b.onclick = () => doReview(b.dataset.id, b.dataset.act); }); box.querySelectorAll("[data-ev]").forEach((b) => { b.onclick = () => { const c = pending.find((x) => x.job_id === b.dataset.ev); showJdEvidence((c && c.support_source_ids) || [], { jobTitle: (c || {}).title || b.dataset.ev }); }; }); box.querySelectorAll("[data-cmp]").forEach((b) => { b.onclick = () => { const c = pending.find((x) => x.job_id === b.dataset.cmp); const t = candidateTrust(c, CN.jobs); const near = (CN.jobs || []).find((j) => j.title === t.nearest.title); if (!near) return toast("暂无可比较的相近岗位", "info"); const chips = (list, cls) => (list || []).map((s) => `${esc(s)}`).join(" ") || "—"; openModal(`相近岗位比较:${esc(c.title)} vs ${esc(near.title)}`, `
技能重合 ${(t.nearest.sim * 100).toFixed(0)}% · 职责差异度 ${t.distinctness.toFixed(2)}(≥0.40 视为新岗位)
候选「${esc(c.title)}」必备
${chips(c.required_skills, "tag-blue")}
「${esc(near.title)}」必备
${chips(near.required_skills, "tag-green")}
候选独有技能
${chips((c.required_skills || []).filter((s) => !(near.required_skills || []).includes(s)), "tag-orange")}
`); }; }); if (focusId) { const el = box.querySelector(`[data-cand="${focusId}"]`); if (el) { el.scrollIntoView({ block: "center" }); el.classList.add("flash"); } } } /* 画布自适应:占满父容器(宽 100%、高 100%)+ dpr 高清,返回 CSS 像素坐标系下的 ctx/W/H */ function fitCanvas(canvas, cssH) { const dpr = window.devicePixelRatio || 1; canvas.style.width = "100%"; canvas.style.height = "100%"; const W = canvas.clientWidth || 600; const H = (canvas.clientHeight >= 120 ? canvas.clientHeight : cssH); canvas.width = W * dpr; canvas.height = H * dpr; const ctx = canvas.getContext("2d"); ctx.setTransform(dpr, 0, 0, dpr, 0, 0); return { ctx, W, H }; } /* 变化事件流:近 N 季度全岗位口径 新增/增强/减弱/退出 堆叠柱,点击柱段跳演化页对应岗位 */ function drawEventFlow(canvas, events, n) { const { ctx, W, H } = fitCanvas(canvas, 220); ctx.clearRect(0, 0, W, H); $("#cmd-stack-legend").innerHTML = Object.entries(CHANGE_META).map(([t, m]) => `${t}`).join(""); const windows = [...new Set(events.map((e) => e.window))].sort().slice(-n); if (!windows.length) return; const types = Object.keys(CHANGE_META); const counts = windows.map((w) => { const row = {}; types.forEach((t) => { row[t] = events.filter((e) => e.window === w && e.change_type === t).length; }); return row; }); const maxTotal = Math.max(1, ...counts.map((r) => types.reduce((a, t) => a + r[t], 0))); const bw = W / windows.length; const baseY = H - 22; ctx.font = "10px sans-serif"; ctx.textAlign = "center"; windows.forEach((w, i) => { let y = baseY; types.forEach((t) => { const v = counts[i][t]; if (!v) return; const h = (v / maxTotal) * (H - 52); ctx.fillStyle = CHANGE_META[t].color; ctx.fillRect(i * bw + bw * 0.2, y - h, bw * 0.6, h); y -= h; }); const total = types.reduce((a, t) => a + counts[i][t], 0); if (total) { ctx.fillStyle = "#4e5969"; ctx.fillText(total, i * bw + bw / 2, y - 4); } ctx.fillStyle = "#86909c"; ctx.fillText(w.slice(2), i * bw + bw / 2, H - 6); }); canvas._bars = windows.map((w, i) => ({ w, x0: i * bw, x1: (i + 1) * bw })); canvas.onclick = (ev) => { const rect = canvas.getBoundingClientRect(); const x = ev.clientX - rect.left; const bar = (canvas._bars || []).find((b) => x >= b.x0 && x < b.x1); if (!bar) return; /* 跳到该季度事件最多的岗位演化报告 */ const byJob = {}; events.filter((e) => e.window === bar.w).forEach((e) => { byJob[e.job_id] = (byJob[e.job_id] || 0) + 1; }); const top = Object.entries(byJob).sort((a, b) => b[1] - a[1])[0]; switchView("evolution"); if (top && $("#evo-job-select").querySelector(`option[value="${top[0]}"]`)) { $("#evo-job-select").value = top[0]; loadEvolution(); } toast(`已定位 ${bar.w} 季度变化最多的岗位`, "info"); }; } /* ================= 岗位演化 ================= */ /* 变化类型视觉语义:新增=青绿 / 增强=蓝紫 / 减弱=琥珀 / 退出=砖红(持续=中性蓝灰) */ const CHANGE_META = { // 低饱和语义色:图表填充用柔和色,文字标签仍用 tag 类的标准色 "新增": { tag: "tag-cyan", color: "#7bc8a4" }, "增强": { tag: "tag-purple", color: "#8f9ff0" }, "减弱": { tag: "tag-orange", color: "#e8c07d" }, "退出": { tag: "tag-red", color: "#d99a91" }, }; const STEADY_COLOR = "#86909c"; // 持续:中性蓝灰 let evoEvents = []; /* 全部岗位 × 季度 演化热力图 */ function renderEvoScan() { const box = $("#evo-scan"); const events = (CN.graphData && CN.graphData.events) || []; const jobs = CN.jobs || []; if (!events.length || !jobs.length) { box.innerHTML = `
暂无演化事件数据
`; return; } const winSet = new Set([...new Set(events.map((e) => e.window))].sort().slice(-12)); const per = {}; events.forEach((e) => { if (!winSet.has(e.window)) return; const p = per[e.job_id] = per[e.job_id] || { add: 0, out: 0, other: 0 }; if (e.change_type === "新增") p.add++; else if (e.change_type === "退出") p.out++; else p.other++; }); const rows = jobs.map((j) => ({ j, ...(per[j.job_id] || { add: 0, out: 0, other: 0 }) })) .map((r) => ({ ...r, total: r.add + r.out + r.other })) .filter((r) => r.total > 0) .sort((a, b) => b.total - a.total); const max = Math.max(1, ...rows.map((r) => r.total)); box.innerHTML = rows.map((r) => `
${esc(r.j.title)} ${r.total}
`).join("") + `
横条构成:新增技能 退出技能 增强/减弱 (近 12 季度,点击行进入该岗位报告)
`; box.querySelectorAll(".scan-row").forEach((el) => { el.onclick = () => { $("#evo-job-select").value = el.dataset.job; $$("#evo-tabs .match-tab").forEach((x) => x.classList.toggle("active", x.dataset.evotab === "report")); $("#evo-tab-report").classList.remove("hidden"); $("#evo-tab-scan").classList.add("hidden"); loadEvolution(); }; }); } /* 演化页二级 Tab:岗位报告(默认) / 全岗位扫描(热力图) */ $$("#evo-tabs .match-tab").forEach((b) => { b.onclick = () => { $$("#evo-tabs .match-tab").forEach((x) => x.classList.toggle("active", x === b)); const tab = b.dataset.evotab; $("#evo-tab-report").classList.toggle("hidden", tab !== "report"); $("#evo-tab-scan").classList.toggle("hidden", tab !== "scan"); if (tab === "scan") renderEvoScan(); }; }); function bucketWindow(w, gran) { if (gran === "year") return w.slice(0, 4); if (gran === "month") { /* 季度窗口展开为季中月 */ return `${w.slice(0, 4)}-${String((+w.slice(5) - 1) * 3 + 2).padStart(2, "0")}`; } return w; } async function loadEvolution() { const id = $("#evo-job-select").value; if (!id) return; try { const data = await api(`/api/jobs/${encodeURIComponent(id)}/evolution`); evoEvents = data.events; } catch (e) { evoEvents = []; $("#evo-timeline").innerHTML = `

演化数据暂时加载失败:${esc(friendlyErr(e))}

`; $("#evo-retry").onclick = loadEvolution; return; } renderEvoStats(id); renderEvoSummary(); renderEvolution(); runEvoCompare(); // 默认对比:最早事件前 → 今天 } /* 本期结论:最近 2 个季度的新增/增强/减弱/退出清单(业务化文案,避免机器词) */ function renderEvoSummary() { const box = $("#evo-summary"); if (!evoEvents.length) { box.innerHTML = `
该岗位暂无演化事件,暂无本期结论
`; return; } const wins = [...new Set(evoEvents.map((e) => e.window))].sort().slice(-2); const order = ["新增", "增强", "减弱", "退出"]; box.innerHTML = wins.map((w) => { const evs = evoEvents.filter((e) => e.window === w); const parts = order.map((t) => { const list = evs.filter((e) => e.change_type === t); if (!list.length) return ""; const skills = list.map((e) => (t === "增强" || t === "减弱") ? `${esc(e.skill)}(需求指数 ${e.prev_weight.toFixed(2)}→${e.curr_weight.toFixed(2)})` : esc(e.skill)).join("、"); const verb = { "新增": "成为新要求", "增强": "需求显著增强", "减弱": "需求明显减弱", "退出": "退出能力画像" }[t]; return `${t}${skills} ${verb}`; }).filter(Boolean).join(""); return `
${esc(w)}
${parts}
`; }).join(""); } function renderEvoStats(jobId) { const job = (CN.jobs || []).find((j) => j.job_id === jobId) || {}; const wins = [...new Set(evoEvents.map((e) => e.window))].sort(); const recent = new Set(wins.slice(-4)); const cnt = (t) => evoEvents.filter((e) => e.change_type === t && recent.has(e.window)).length; const jds = new Set(evoEvents.flatMap((e) => e.source_ids || [])); const items = [ ["当前必备技能", `${(job.required_skills || []).length} 项`], ["当前加分技能", `${(job.preferred_skills || []).length} 项`], ["近 4 季度新增", cnt("新增")], ["近 4 季度退出", cnt("退出")], ["证据 JD 总量", `${jds.size} 条`], ]; $("#evo-stats").innerHTML = items.map(([k, v]) => `
${k}${v}
`).join(""); } async function runEvoCompare() { const id = $("#evo-job-select").value; if (!id) return; const box = $("#evo-diff"); // 默认日期:A=最早事件所在季度初,B=今天 if (!$("#evo-date-a").value) { const first = (evoEvents[0] || {}).window || "2019Q1"; $("#evo-date-a").value = `${first.slice(0, 4)}-01-01`; } if (!$("#evo-date-b").value) { $("#evo-date-b").value = new Date().toISOString().slice(0, 10); } const atA = $("#evo-date-a").value, atB = $("#evo-date-b").value; box.innerHTML = `
对比计算中…
`; try { const [sa, sb] = await Promise.all([ api(`/api/jobs/${encodeURIComponent(id)}/snapshot?at=${atA}`), api(`/api/jobs/${encodeURIComponent(id)}/snapshot?at=${atB}`), ]); const setA = new Map(sa.skills.map((s) => [s.skill, s.importance])); const setB = new Map(sb.skills.map((s) => [s.skill, s.importance])); const onlyA = [...setA.keys()].filter((s) => !setB.has(s)); const both = [...setA.keys()].filter((s) => setB.has(s)); const onlyB = [...setB.keys()].filter((s) => !setA.has(s)); const chip = (s, cls, extra) => `${esc(s)}${extra ? `${extra}` : ""}`; const col = (title, list, cls, note) => `
${title}(${list.length})
${list.map((s) => chip(s, cls, note === "升" && setA.get(s) !== setB.get(s) ? "↑" : "")).join("") || '无'}
`; box.innerHTML = `
${esc(atA)}(${esc(sa.window)}):${setA.size} 项技能 → ${esc(atB)}(${esc(sb.window)}):${setB.size} 项技能
${col(`仅 ${esc(atA)} 有(已退出)`, onlyA, "tag-red")} ${col("两个时点共有(保留)", both, "tag-gray", "升")} ${col(`仅 ${esc(atB)} 有(新增)`, onlyB, "tag-green")}
`; box.querySelectorAll(".diff-chip").forEach((el) => { el.onclick = () => { switchView("graph"); if (CN.gotoNode) CN.gotoNode(el.dataset.skill); }; }); } catch (e) { box.innerHTML = `

时点对比暂时失败:${esc(friendlyErr(e))}

`; $("#evo-diff-retry").onclick = runEvoCompare; } } $("#evo-compare-btn").onclick = runEvoCompare; $("#evo-date-a").addEventListener("change", runEvoCompare); $("#evo-date-b").addEventListener("change", runEvoCompare); $("#evo-job-select").onchange = loadEvolution; $$("#evo-gran button").forEach((b) => { b.onclick = () => { $$("#evo-gran button").forEach((x) => x.classList.toggle("active", x === b)); renderEvolution(); }; }); /* 热度走势范围:默认最近 8 个季度,可切换全部 */ let heatRange = 8; $$("#evo-heat-range button").forEach((b) => { b.onclick = () => { $$("#evo-heat-range button").forEach((x) => x.classList.toggle("active", x === b)); heatRange = b.dataset.range === "all" ? Infinity : 8; drawHeat(); }; }); function drawHeat() { if (!CN._heat) return; const kv = heatRange === Infinity ? CN._heat : CN._heat.slice(-heatRange); drawHeatLine($("#evo-heat-canvas"), kv); } function renderEvolution() { const gran = $$("#evo-gran button").find((b) => b.classList.contains("active"))?.dataset.gran || "quarter"; drawStackBars($("#evo-stack-canvas"), evoEvents); renderEvoReplace($("#evo-job-select").value); /* 热度走势:每季度实际生效的技能关系数(按 REQUIRES 边的生效区间统计) */ const jobEdges = ((CN.graphData || {}).edges || []) .filter((e) => e.source === $("#evo-job-select").value && e.rel === "REQUIRES" && (e.intervals || []).length); const allWins = [...new Set(((CN.graphData || {}).events || []).map((e) => e.window))].sort(); const winKey = (w) => bucketWindow(w, gran); const buckets = {}; allWins.forEach((w) => { buckets[winKey(w)] = jobEdges.filter((e) => e.intervals.some(([s, en]) => s <= w && (en === null || w < en))).length; }); CN._heat = Object.entries(buckets).sort((a, b) => (a[0] < b[0] ? -1 : 1)); drawHeat(); /* 时间轴 */ const box = $("#evo-timeline"); const jobTitle = (CN.jobs.find((j) => j.job_id === $("#evo-job-select").value) || {}).title || ""; box.innerHTML = evoEvents.length ? evoEvents.map((e, i) => { const m = CHANGE_META[e.change_type] || { tag: "tag-gray" }; return `
${esc(e.window)} ${esc(e.change_type)} ${esc(e.skill)} 需求指数 ${e.prev_weight.toFixed(2)} → ${e.curr_weight.toFixed(2)}
${esc((e.description || "").replace(/权重/g, "需求指数"))}
证据 JD ${e.source_ids.length} 条 · 点击查看原文
`; }).join("") : `
该岗位暂无演化事件
`; box.querySelectorAll(".evo-event").forEach((el) => { el.onclick = () => { const e = evoEvents[+el.dataset.i]; showJdEvidence(e.source_ids || [], { skill: e.skill, jobTitle, changeType: e.change_type, window: e.window, }); }; }); } function drawHeatLine(canvas, kv) { const { ctx, W, H } = fitCanvas(canvas, 200); ctx.clearRect(0, 0, W, H); if (!kv.length) return; const pad = { l: 40, r: 16, t: 16, b: 28 }; const max = Math.max(1, ...kv.map(([, v]) => v)); /* 网格与 y 轴 */ ctx.strokeStyle = "#f0f0f0"; ctx.fillStyle = "#86909c"; ctx.font = "11px sans-serif"; for (let g = 0; g <= 4; g++) { const y = pad.t + ((H - pad.t - pad.b) * g) / 4; ctx.beginPath(); ctx.moveTo(pad.l, y); ctx.lineTo(W - pad.r, y); ctx.stroke(); ctx.textAlign = "right"; ctx.fillText(Math.round(max * (1 - g / 4)), pad.l - 6, y + 4); } const px = (i) => pad.l + (i / Math.max(1, kv.length - 1)) * (W - pad.l - pad.r); const py = (v) => pad.t + (1 - v / max) * (H - pad.t - pad.b); /* 面积 + 折线 */ ctx.beginPath(); kv.forEach(([, v], i) => ctx[i ? "lineTo" : "moveTo"](px(i), py(v))); ctx.strokeStyle = "#2f54eb"; ctx.lineWidth = 2; ctx.stroke(); ctx.lineTo(px(kv.length - 1), H - pad.b); ctx.lineTo(px(0), H - pad.b); ctx.closePath(); const grad = ctx.createLinearGradient(0, pad.t, 0, H - pad.b); grad.addColorStop(0, "rgba(47,84,235,0.25)"); grad.addColorStop(1, "rgba(47,84,235,0.02)"); ctx.fillStyle = grad; ctx.fill(); /* 点与 x 轴 */ ctx.textAlign = "center"; kv.forEach(([k, v], i) => { ctx.fillStyle = "#2f54eb"; ctx.beginPath(); ctx.arc(px(i), py(v), 3, 0, 7); ctx.fill(); if (kv.length <= 14 || i % Math.ceil(kv.length / 14) === 0) { ctx.fillStyle = "#86909c"; ctx.fillText(k, px(i), H - 8); } }); } /* 变更类型构成堆叠柱状图(按季度) */ function drawStackBars(canvas, events) { const { ctx, W, H } = fitCanvas(canvas, 220); ctx.clearRect(0, 0, W, H); const windows = [...new Set(events.map((e) => e.window))].sort(); $("#stack-legend").innerHTML = Object.entries(CHANGE_META).map(([t, m]) => `${t}`).join(""); if (!windows.length) return; const types = Object.keys(CHANGE_META); const counts = windows.map((w) => { const row = {}; types.forEach((t) => { row[t] = events.filter((e) => e.window === w && e.change_type === t).length; }); return row; }); const maxTotal = Math.max(1, ...counts.map((r) => types.reduce((a, t) => a + r[t], 0))); const bw = W / windows.length; const baseY = H - 22; ctx.font = "10px sans-serif"; ctx.textAlign = "center"; windows.forEach((w, i) => { let y = baseY; types.forEach((t) => { const v = counts[i][t]; if (!v) return; const h = (v / maxTotal) * (H - 52); ctx.fillStyle = CHANGE_META[t].color; ctx.fillRect(i * bw + bw * 0.2, y - h, bw * 0.6, h); y -= h; }); const total = types.reduce((a, t) => a + counts[i][t], 0); if (total) { ctx.fillStyle = "#4e5969"; ctx.fillText(total, i * bw + bw / 2, y - 4); } ctx.fillStyle = "#86909c"; ctx.fillText(w.slice(2), i * bw + bw / 2, H - 6); }); } /* 能力生命线(Swimlane):每个核心技能一行(近 8 季度),线段=生效区间,圆点=变更事件。 * 行状态取该技能最近一次事件:新增=青绿 / 增强=蓝紫 / 减弱=琥珀 / 退出=砖红 / 持续=蓝灰 */ /* 能力更替流:旧核心(已退出必备) → 持续能力 → 新核心(近 4 季度新进入) */ function renderEvoReplace(jobId) { const box = $("#evo-replace"); const g = CN.graphData || {}; const wins = [...new Set((g.events || []).map((e) => e.window))].sort(); const recent4 = new Set(wins.slice(-4)); const edges = (g.edges || []).filter((e) => e.source === jobId && e.rel === "REQUIRES" && (e.intervals || []).length); if (!edges.length) { box.innerHTML = `
暂无能力更替数据
`; return; } const alive = (e) => e.intervals.some(([s, en]) => en === null); const start = (e) => e.intervals.map((i) => i[0]).sort()[0]; const oldCore = edges.filter((e) => !alive(e)); const cont = edges.filter((e) => alive(e) && !recent4.has(start(e))); const newCore = edges.filter((e) => alive(e) && recent4.has(start(e))); const chip = (e) => `${esc(e.target)}`; const col = (title, list, cls, note) => `
${title}(${list.length})
${note}
${list.slice(0, 10).map(chip).join("") || '无'}
`; box.innerHTML = `
${col("旧核心(已退出)", oldCore, "old", "曾为核心/加分,当前已退出画像")}
→
${col("持续能力", cont, "keep", "跨周期稳定生效,构成岗位基本盘")}
→
${col("新核心(近 4 季度进入)", newCore, "new", "本期新增或升级的必备/加分能力")}
`; box.querySelectorAll(".rp-chip").forEach((el) => { el.onclick = () => { switchView("graph"); if (CN.gotoNode) CN.gotoNode(el.dataset.skill); }; }); } /* ================= 人岗匹配(三步向导) ================= */ const matchState = { step: 1, skills: [], years: 0, result: null, profileText: "" }; let lastProfile = null; // 最近一次解析的完整简历画像(结构化模板与导出用) function setMatchStep(n) { matchState.step = n; $$("#match-steps .step").forEach((s) => { const i = +s.dataset.step; s.classList.toggle("active", i === n); s.classList.toggle("done", i < n); if (i < n) s.querySelector("i").innerHTML = ''; else s.querySelector("i").textContent = i; }); [1, 2, 3].forEach((i) => $(`#match-pane-${i}`).classList.toggle("hidden", i !== n)); } $("#btn-load-sample").onclick = async () => { $("#resume-text").value = "姓名:陈晓\n手机:13900001111\n邮箱:chenx@example.com\n\n5年 Java 后端开发经验," + "熟悉 Java、Spring Boot、Spring Cloud、MySQL、Redis,了解 Docker 与 Kubernetes," + "参与过电商与金融场景的交易系统建设,具备分布式系统调优经验。"; toast("已载入示例简历", "success"); }; /* 目标岗位信息卡:上传前让用户理解岗位要求(右栏 40%) */ async function loadMatchJobInfo() { const box = $("#match-job-info"); if (!box) return; const jobId = $("#match-job-select").value; if (!jobId) { box.innerHTML = `
请先选择目标岗位
`; return; } box.innerHTML = `
岗位信息加载中…
`; try { const d = await api(`/api/jobs/${encodeURIComponent(jobId)}`); const def = d.definition || d; const level = def.expected_years == null ? "—" : def.expected_years <= 2 ? "初级" : def.expected_years <= 5 ? "中级" : "高级"; const chips = (list, cls, n) => (list || []).slice(0, n).map((s) => `${esc(s)}`).join(" ") || `无`; box.innerHTML = `
${esc(def.title || jobId)}
${level} · 支撑 ${def.source_count ?? "—"} 条 JD · ${def.company_count ?? "—"} 家企业 · 数据截止 2026Q3
${(def.responsibilities || [])[0] ? `
${esc(def.responsibilities[0])}
` : ""}
必备技能
${chips(def.required_skills, "tag-green", 6)}
加分技能
${chips(def.preferred_skills, "tag-cyan", 4)}
`; } catch (e) { box.innerHTML = `

岗位信息暂时加载失败:${esc(friendlyErr(e))}

`; $("#jic-retry").onclick = loadMatchJobInfo; } } $("#match-job-select").addEventListener("change", loadMatchJobInfo); $("#resume-file").addEventListener("change", async (e) => { const f = e.target.files[0]; e.target.value = ""; if (!f) return; const ext = (f.name.split(".").pop() || "").toLowerCase(); if (["txt", "md"].includes(ext)) { // 纯文本:本地读取,走文本解析 const reader = new FileReader(); reader.onload = () => { $("#resume-text").value = reader.result; toast(`已读取 ${f.name}`, "success"); }; reader.readAsText(f); return; } if (["docx", "pdf"].includes(ext)) { // 二进制格式:上传后端解析 try { toast(`正在解析 ${f.name}…`); const fd = new FormData(); fd.append("file", f); const resp = await cnFetch("/api/resume/parse/file", { method: "POST", body: fd, headers: { "X-Access-Token": localStorage.getItem("cn_access_token") || "" }, }); const body = await resp.json(); if (!resp.ok) throw new Error(friendlyErr({ message: body.detail || "" }, `服务响应异常(${resp.status})`)); const p = body.data; applyParsedProfile(p, `${f.name}(已脱敏)`); toast(`已解析 ${f.name}:识别技能 ${p.skills.length} 项`, "success"); } catch (err) { toast(friendlyErr(err, "简历解析失败,请重试"), "error"); } return; } toast("仅支持 .txt / .docx / .pdf 格式", "error"); }); function applyParsedProfile(p, sourceDesc) { lastProfile = p; matchState.profileText = p.raw_masked_text || ""; matchState.skills = [...p.skills]; matchState.years = p.years || 0; $("#resume-text").value = p.raw_masked_text || ""; $("#parse-summary").innerHTML = `解析完成(来源:${esc(sourceDesc || "文本")},已自动脱敏):识别技能 ${p.skills.length} 项 · ` + `工作年限约 ${p.years || 0} 年 · 场景经验 ${(p.scenarios || []).join("、") || "未识别"}`; $("#parse-years").value = matchState.years; renderSkillChips(); setMatchStep(2); } $("#btn-parse-resume").onclick = async () => { const text = $("#resume-text").value.trim(); if (!text) return toast("请先粘贴或上传简历", "error"); try { const p = await post("/api/resume/parse", { text }); applyParsedProfile(p, "粘贴文本"); } catch (e) { toast(e.message, "error"); } }; function renderSkillChips() { const box = $("#skill-chip-editor"); box.innerHTML = matchState.skills.length ? matchState.skills.map((s, i) => `${esc(s)}`).join("") : `暂无技能,请在下方输入添加`; box.querySelectorAll("button").forEach((b) => { b.onclick = () => { matchState.skills.splice(+b.dataset.i, 1); renderSkillChips(); }; }); } function flushSkillInput() { // 支持逗号/顿号/分号/空白分隔的批量添加,去重去空 const input = $("#skill-add-input"); const parts = input.value.split(/[,,、;;\s]+/).map((s) => s.trim()).filter(Boolean); let added = 0; parts.forEach((v) => { if (!matchState.skills.includes(v)) { matchState.skills.push(v); added++; } }); input.value = ""; if (added) renderSkillChips(); return added; } $("#skill-add-input").addEventListener("keydown", (e) => { if (e.key === "Enter") { e.preventDefault(); flushSkillInput(); } }); $("#skill-add-input").addEventListener("blur", flushSkillInput); $("#btn-skill-add").onclick = flushSkillInput; $("#btn-back-1").onclick = () => setMatchStep(1); $("#btn-run-match").onclick = async () => { flushSkillInput(); // 输入框里未回车的技能先入库,避免丢失 const jobId = $("#match-job-select").value; matchState.years = +$("#parse-years").value || 0; const btn = $("#btn-run-match"); btn.disabled = true; const embedReady = lastHealth && lastHealth.embed && lastHealth.embed.ready; btn.textContent = embedReady ? "诊断中…(首次语义召回需加载模型,约 10 秒)" : "诊断中…"; try { const m = await post("/api/match", { job_id: jobId, skills: matchState.skills, years: matchState.years, scenarios: [], }); matchState.result = m; renderMatchResult(m); setMatchStep(3); } catch (e) { toast(e.message, "error"); } finally { btn.disabled = false; btn.textContent = "开始诊断"; } }; $("#btn-back-2").onclick = () => setMatchStep(1); $("#btn-goto-path").onclick = () => { switchView("path"); $("#path-job-select").value = $("#match-job-select").value; loadPathJob($("#match-job-select").value, matchState.skills).then(() => $("#btn-path").click()); }; /* 总分 → 自然语言结论(答辩口径:分数只是结论的辅助) */ function matchAdvice(score) { if (score >= 80) return "强烈推荐投递:能力画像与目标岗位高度匹配,可优先安排面试。"; if (score >= 60) return "建议补齐核心缺口后投递:已具备岗位基础,优先补足缺失的必备技能。"; return "建议先系统学习再投递:当前与岗位要求差距较大,可按学习路径分阶段提升。"; } function renderMatchResult(m) { drawGauge($("#gauge-canvas"), m.total_score); $("#match-verdict").innerHTML = m.is_match ? `✓ 达到匹配阈值 目标岗位:${esc(m.job_title)}` : `未达匹配阈值(60 分) 目标岗位:${esc(m.job_title)}`; $("#match-advice").innerHTML = `诊断结论:${matchAdvice(m.total_score)}`; drawRadar($("#radar-canvas"), m.dimension_scores); const chip = (s, cls) => `${esc(s)}`; $("#matched-chips").innerHTML = [...m.matched_required.map((s) => chip(s, "tag-green")), ...m.matched_preferred.map((s) => chip(s, "tag-cyan"))].join("") || `无命中(简历中未识别到本岗位所需技能)`; /* 缺口技能:超过 5 项默认折叠,避免清单压垮用户 */ const missing = [ ...m.missing_required.map((s) => chip(s, "tag-red")), ...m.missing_preferred.map((s) => chip(s, "tag-orange")), ]; const missBox = $("#missing-chips"); if (!missing.length) { missBox.innerHTML = `无`; } else if (missing.length <= 5) { missBox.innerHTML = missing.join(""); } else { const renderMiss = (expanded) => { missBox.innerHTML = (expanded ? missing : missing.slice(0, 5)).join("") + ``; $("#miss-toggle").onclick = () => renderMiss(!expanded); }; renderMiss(false); } $("#transfer-chips").innerHTML = m.transferable_skills.map((s) => chip(s, "tag-purple")).join("") || `暂无可迁移技能`; // 声明掌握但与本岗位无关的技能:显式告知"不计入评分",避免用户疑惑 // (后端已做大小写/别名归一化,这里比较时统一小写,避免 redis/Redis 误判) const counted = new Set([...(m.matched_required || []), ...(m.matched_preferred || []), ...(m.transferable_skills || [])].map((s) => s.toLowerCase())); const irrelevant = matchState.skills.filter((s) => !counted.has(s.toLowerCase())); $("#irrelevant-block").classList.toggle("hidden", !irrelevant.length); $("#irrelevant-chips").innerHTML = irrelevant.map((s) => chip(s, "tag-gray")).join(""); renderResumeHighlight(m); renderRecJobs(m); } function skillClsMap(m) { // 技能 → 高亮类别:命中必备=绿,命中加分=蓝,其他已识别=灰 const clsOf = new Map(); (m.matched_required || []).forEach((s) => clsOf.set(s.toLowerCase(), "hl-req")); (m.matched_preferred || []).forEach((s) => clsOf.set(s.toLowerCase(), "hl-pref")); matchState.skills.forEach((s) => { if (!clsOf.has(s.toLowerCase())) clsOf.set(s.toLowerCase(), "hl-other"); }); return clsOf; } function highlightHtml(text, clsOf) { if (!clsOf.size) return esc(text); // 单次扫描替换:按长度降序构造联合正则,避免嵌套匹配(如 Spring / Spring Boot) const names = [...clsOf.keys()].sort((a, b) => b.length - a.length) .map((s) => s.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")); const re = new RegExp(names.join("|"), "gi"); return esc(text).replace(re, (hit) => `${hit}`); } function renderResumeHighlight(m) { const box = $("#resume-highlight"); const p = lastProfile; if (!p || !(p.raw_masked_text || "").trim()) { box.innerHTML = `

无简历文本(本次以技能清单直接匹配)

`; return; } const clsOf = skillClsMap(m); const photo = p.photo_b64 ? `证件照` : `
无照片
`; const kv = (k, v) => `${k}${esc(v || "—")}`; const secs = (p.sections && p.sections.length) ? p.sections : [{ title: "简历全文", text: p.raw_masked_text }]; box.innerHTML = ` ${kv("姓名", p.name)}${kv("性别", p.gender)} ${kv("学历", p.education)}${kv("工作年限", p.years ? p.years + " 年" : "")}${kv("手机", p.phone)}${kv("邮箱", p.email)} ${secs.map((sec) => ` `).join("")}
${photo}
家庭住址${esc(p.address || "—")}
${esc(sec.title)} ${highlightHtml(sec.text, clsOf)}
`; } $("#btn-export-resume").onclick = async () => { if (!lastProfile) return toast("请先解析简历", "error"); try { const resp = await cnFetch("/api/resume/export", { method: "POST", headers: { "Content-Type": "application/json" }, body: JSON.stringify({ profile: lastProfile, match: matchState.result }), }); if (!resp.ok) throw new Error(`服务响应异常(${resp.status})`); const blob = await resp.blob(); const a = document.createElement("a"); a.href = URL.createObjectURL(blob); a.download = `简历_${lastProfile.name || "脱敏"}_结构化.docx`; a.click(); URL.revokeObjectURL(a.href); toast("规范简历 DOCX 已导出", "success"); } catch (e) { toast(`导出失败:${friendlyErr(e)}`, "error"); } }; async function renderRecJobs(current) { const box = $("#rec-job-cards"); box.innerHTML = `
计算中…
`; const others = CN.jobs.filter((j) => j.job_id !== current.job_id).slice(0, 12); const results = await Promise.all(others.map((j) => post("/api/match", { job_id: j.job_id, skills: matchState.skills, years: matchState.years, scenarios: [] }) .then((m) => ({ job: j, m })).catch(() => null))); const top = results.filter(Boolean).sort((a, b) => b.m.total_score - a.m.total_score).slice(0, 3); box.innerHTML = top.map(({ job, m }) => `
${esc(job.title)} ${esc(job.category || "")}
${m.total_score} 分
缺口:${m.missing_required.slice(0, 3).map(esc).join("、") || "无"}
`).join(""); box.querySelectorAll(".rec-job-card").forEach((el) => { el.onclick = () => { $("#match-job-select").value = el.dataset.id; $("#btn-run-match").click(); }; }); } function drawGauge(canvas, score) { const ctx = canvas.getContext("2d"); ctx.clearRect(0, 0, 220, 150); const cx = 110, cy = 120, R = 88; ctx.lineWidth = 14; ctx.lineCap = "round"; ctx.strokeStyle = "#f0f1f5"; ctx.beginPath(); ctx.arc(cx, cy, R, Math.PI, 2 * Math.PI); ctx.stroke(); const color = score >= 80 ? "#00b42a" : score >= 60 ? "#2f54eb" : "#ff7d00"; ctx.strokeStyle = color; ctx.beginPath(); ctx.arc(cx, cy, R, Math.PI, Math.PI * (1 + Math.min(100, score) / 100)); ctx.stroke(); $("#gauge-score").textContent = Math.round(score); $("#gauge-score").style.color = color; } function drawRadar(canvas, dims) { const ctx = canvas.getContext("2d"); ctx.clearRect(0, 0, 340, 280); const cx = 170, cy = 145, R = 100; const labels = { required: "必备技能", preferred: "加分技能", experience: "经验年限", scenario: "场景经验" }; const keys = Object.keys(labels); const angle = (i) => -Math.PI / 2 + (i * 2 * Math.PI) / keys.length; for (let ring = 1; ring <= 4; ring++) { ctx.beginPath(); keys.forEach((_, i) => { const r = (R * ring) / 4; ctx[i ? "lineTo" : "moveTo"](cx + r * Math.cos(angle(i)), cy + r * Math.sin(angle(i))); }); ctx.closePath(); ctx.strokeStyle = "#e5e6eb"; ctx.stroke(); } keys.forEach((_, i) => { ctx.beginPath(); ctx.moveTo(cx, cy); ctx.lineTo(cx + R * Math.cos(angle(i)), cy + R * Math.sin(angle(i))); ctx.strokeStyle = "#f0f0f0"; ctx.stroke(); }); ctx.beginPath(); keys.forEach((k, i) => { const r = (R * (dims[k] || 0)) / 100; ctx[i ? "lineTo" : "moveTo"](cx + r * Math.cos(angle(i)), cy + r * Math.sin(angle(i))); }); ctx.closePath(); ctx.fillStyle = "rgba(47,84,235,0.18)"; ctx.fill(); ctx.strokeStyle = "#2f54eb"; ctx.lineWidth = 2; ctx.stroke(); keys.forEach((k, i) => { const r = (R * (dims[k] || 0)) / 100; ctx.fillStyle = "#2f54eb"; ctx.beginPath(); ctx.arc(cx + r * Math.cos(angle(i)), cy + r * Math.sin(angle(i)), 3.5, 0, 7); ctx.fill(); ctx.fillStyle = "#4e5969"; ctx.font = "12px sans-serif"; ctx.textAlign = "center"; ctx.fillText(`${labels[k]} ${Math.round(dims[k] || 0)}`, cx + (R + 36) * Math.cos(angle(i)), cy + (R + 22) * Math.sin(angle(i)) + 4); }); } /* ================= 批量匹配 ================= */ const batchState = { files: [], result: null }; /* 子页签切换 */ $$("#view-match .match-tab").forEach((b) => { b.onclick = () => { $$("#view-match .match-tab").forEach((x) => x.classList.toggle("active", x === b)); $("#match-single").classList.toggle("hidden", b.dataset.mtab !== "single"); $("#match-batch").classList.toggle("hidden", b.dataset.mtab !== "batch"); }; }); const _BATCH_EXTS = ["txt", "md", "docx", "pdf"]; function batchAddFiles(fileList) { let added = 0; for (const f of fileList) { const ext = (f.name.split(".").pop() || "").toLowerCase(); if (!_BATCH_EXTS.includes(ext)) continue; if (batchState.files.length >= 50) { toast("单批最多 50 份,超出部分已忽略", "error"); break; } if (!batchState.files.some((x) => x.name === f.name && x.size === f.size)) { batchState.files.push(f); added++; } } if (added) renderBatchFileList(); if (!added && fileList.length) toast("没有可添加的简历文件(支持 .txt/.docx/.pdf)", "error"); } function renderBatchFileList() { const box = $("#batch-filelist"); box.innerHTML = batchState.files.length ? batchState.files.map((f, i) => ` ${esc(f.name)}${(f.size / 1024).toFixed(0)}KB `).join("") : ""; box.querySelectorAll("button").forEach((b) => { b.onclick = () => { batchState.files.splice(+b.dataset.i, 1); renderBatchFileList(); }; }); } $("#batch-files").addEventListener("change", (e) => { batchAddFiles(e.target.files); e.target.value = ""; }); $("#batch-dir").addEventListener("change", (e) => { batchAddFiles(e.target.files); e.target.value = ""; }); /* 拖拽:文件直接收,文件夹递归遍历 */ const drop = $("#batch-drop"); ["dragenter", "dragover"].forEach((ev) => drop.addEventListener(ev, (e) => { e.preventDefault(); drop.classList.add("over"); })); ["dragleave", "drop"].forEach((ev) => drop.addEventListener(ev, (e) => { e.preventDefault(); drop.classList.remove("over"); })); drop.addEventListener("drop", async (e) => { const items = Array.from(e.dataTransfer.items || []); const entries = items.map((it) => it.webkitGetAsEntry && it.webkitGetAsEntry()).filter(Boolean); if (!entries.length) { batchAddFiles(e.dataTransfer.files); return; } const collected = []; async function walk(entry) { if (entry.isFile) { await new Promise((res) => entry.file((f) => { collected.push(f); res(); })); } else if (entry.isDirectory) { const reader = entry.createReader(); let batch; do { batch = await new Promise((res) => reader.readEntries(res)); for (const ent of batch) await walk(ent); } while (batch.length); } } for (const ent of entries) await walk(ent); batchAddFiles(collected); }); $("#btn-batch-run").onclick = async () => { if (!batchState.files.length) return toast("请先添加简历文件", "error"); const box = $("#batch-result"); box.innerHTML = `
批量解析与匹配中(${batchState.files.length} 份)…
`; try { const fd = new FormData(); fd.append("job_id", $("#batch-job-select").value); batchState.files.forEach((f) => fd.append("files", f, f.name)); const resp = await cnFetch("/api/match/batch", { method: "POST", body: fd, headers: { "X-Access-Token": localStorage.getItem("cn_access_token") || "" }, }); const body = await resp.json(); if (!resp.ok) throw new Error(friendlyErr({ message: body.detail || "" }, `服务响应异常(${resp.status})`)); batchState.result = body.data; renderBatchResult(body.data); } catch (e2) { box.innerHTML = `

批量匹配失败:${esc(friendlyErr(e2))}

`; } }; function renderBatchResult(data) { $("#btn-batch-export").classList.remove("hidden"); const rows = data.results.map((r, i) => { if (r.error) { return `${i + 1}${esc(r.filename)} ${esc(r.error)}`; } const pct = Math.round(r.total_score); return ` ${i + 1} ${esc(r.name)}
${esc(r.filename)}
${r.total_score}
${r.years || 0} 年 ${(r.matched || []).slice(0, 4).map(esc).join("、") || "—"} ${(r.missing || []).slice(0, 4).map(esc).join("、") || "—"} ${r.is_match ? '达标' : '未达标'} `; }).join(""); $("#batch-result").innerHTML = `
共 ${data.total} 份,成功匹配 ${data.ok} 份,目标岗位:${esc(data.job_title)}(按总分降序)
${rows}
#候选人总分年限命中技能关键缺口结论
`; } $("#btn-batch-export").onclick = () => { const data = batchState.result; if (!data) return; const head = ["排名", "文件名", "姓名", "总分", "工作年限", "技能数", "必备技能分", "加分技能分", "经验分", "场景分", "命中技能", "缺失技能", "是否达标", "备注"]; const lines = [head.join(",")]; data.results.forEach((r, i) => { const cell = (v) => `"${String(v ?? "").replace(/"/g, '""')}"`; if (r.error) { lines.push([i + 1, cell(r.filename), "", "", "", "", "", "", "", "", "", "", "", cell(r.error)].join(",")); } else { const d = r.dimension_scores || {}; lines.push([i + 1, cell(r.filename), cell(r.name), r.total_score, r.years || 0, r.skills_count || 0, d.required ?? 0, d.preferred ?? 0, d.experience ?? 0, d.scenario ?? 0, cell((r.matched || []).join("、")), cell((r.missing || []).join("、")), r.is_match ? "达标" : "未达标", ""].join(",")); } }); const blob = new Blob(["" + lines.join("\r\n")], { type: "text/csv;charset=utf-8" }); const a = document.createElement("a"); a.href = URL.createObjectURL(blob); a.download = `批量匹配结果_${data.job_title}_${new Date().toISOString().slice(0, 10)}.csv`; a.click(); URL.revokeObjectURL(a.href); toast("CSV 已导出", "success"); }; /* ================= 学习路径 ================= */ const RESOURCE_TYPES = ["官方文档", "实战项目", "在线课程", "技术社区"]; let lastPathData = null; const pathState = { jobId: null, known: new Set(), weeks: 8, done: new Set(), required: [], preferred: [] }; function pathDoneKey(jobId) { return `cn_path_done_${jobId}`; } async function loadPathJob(jobId, presetKnown) { if (!jobId) return; pathState.jobId = jobId; pathState.known = new Set(presetKnown || []); try { pathState.done = new Set(JSON.parse(localStorage.getItem(pathDoneKey(jobId)) || "[]")); } catch { pathState.done = new Set(); } const pool = $("#path-skill-pool"); pool.innerHTML = `
加载技能清单…
`; try { const d = await api(`/api/jobs/${encodeURIComponent(jobId)}`); const def = d.definition || d; pathState.required = def.required_skills || []; pathState.preferred = def.preferred_skills || []; renderSkillPool(); updatePathSummary(); } catch (e) { pool.innerHTML = `

技能清单暂时加载失败:${esc(friendlyErr(e))}

`; $("#path-pool-retry").onclick = () => loadPathJob(jobId); } } function renderSkillPool() { const pool = $("#path-skill-pool"); const group = (title, skills) => `
${title}(${skills.length})
${skills.map((s) => `${esc(s)}`).join("")}
`; pool.innerHTML = group("必备技能", pathState.required) + group("加分技能", pathState.preferred); pool.querySelectorAll(".pool-chip").forEach((el) => { el.onclick = () => { const s = el.dataset.skill; if (pathState.known.has(s)) pathState.known.delete(s); else pathState.known.add(s); el.classList.toggle("known"); updatePathSummary(); }; }); } function updatePathSummary() { const req = pathState.required; const knownReq = req.filter((s) => pathState.known.has(s)); const knownAll = [...pathState.known].filter((s) => req.includes(s) || pathState.preferred.includes(s)); const cov = req.length ? Math.round((knownReq.length / req.length) * 100) : 0; $("#ps-known").textContent = `${knownAll.length} 项`; $("#ps-gap").textContent = `${req.length - knownReq.length} 项必备`; $("#ps-bar").style.width = cov + "%"; $("#ps-tip").textContent = `必备技能覆盖率 ${cov}%`; } $("#path-weeks").querySelectorAll(".seg-item").forEach((b) => { b.onclick = () => { $("#path-weeks").querySelectorAll(".seg-item").forEach((x) => x.classList.remove("active")); b.classList.add("active"); pathState.weeks = parseInt(b.dataset.weeks, 10); }; }); $("#path-job-select").addEventListener("change", () => { const id = $("#path-job-select").value; loadPathJob(id).then(() => { if (lastPathData && lastPathData._demo) { lastPathData = null; renderDemoPath(); } // 示范路线跟随岗位切换 }); }); $("#btn-path").onclick = async () => { const jobId = $("#path-job-select").value; if (jobId !== pathState.jobId) await loadPathJob(jobId); const btn = $("#btn-path"); btn.disabled = true; $("#path-result").innerHTML = `
正在生成学习路径:对齐岗位图谱 → 计算技能缺口 → 拆分阶段…
`; try { const data = await post("/api/learning-path", { job_id: jobId, known_skills: [...pathState.known] }); lastPathData = data; renderPath(data); } catch (e) { $("#path-result").innerHTML = `

学习路径生成失败:${esc(friendlyErr(e))}

`; $("#path-retry").onclick = () => $("#btn-path").click(); } finally { btn.disabled = false; } }; function stageWeeks(n) { const base = Math.max(1, Math.round(pathState.weeks / Math.max(1, n))); return Array.from({ length: n }, () => base); } /* 阶段预计投入文案:按每周约 8 小时有效学习估算 */ function stageEffortText(w) { return `${w} 周 / 约 ${w * 8} 小时`; } function updatePathOverview() { if (!lastPathData || !lastPathData.learning_path.length) return; const n = lastPathData.learning_path.length; const done = pathState.done.size; const pct = n ? Math.round((done / n) * 100) : 0; /* 当前匹配分来自匹配页诊断结果(同岗位才展示);目标分 = 匹配阈值 60 */ const cur = (matchState.result && matchState.result.job_id === pathState.jobId) ? `${Math.round(matchState.result.total_score)} 分` : "未诊断"; $("#path-overview").innerHTML = ` ${lastPathData._demo ? `
示范路线 · 完成人岗诊断后将替换为你的个人结果
` : ""}
目标岗位${esc(lastPathData.title)}
当前匹配分${cur}
目标分60 分
预计周期${pathState.weeks} 周
学习记录:已完成 ${done}/${n} 阶段(${pct}%)· 完成阶段后可重新匹配验证
`; } /* 未诊断时展示示范路线(当前选中岗,零已掌握),完成诊断后由个人结果替换 */ async function renderDemoPath() { if (lastPathData && lastPathData.learning_path && lastPathData.learning_path.length) return; const jobId = $("#path-job-select").value || "job_Java开发工程师"; try { const data = await post("/api/learning-path", { job_id: jobId, known_skills: [] }); data._demo = true; lastPathData = data; renderPath(data); } catch { /* 静默:保留空状态引导 */ } } function renderPath(data) { const box = $("#path-result"); $("#btn-export-path").classList.toggle("hidden", !data.learning_path.length); $("#path-overview").classList.toggle("hidden", !data.learning_path.length); if (!data.learning_path.length) { box.innerHTML = `
✓ 已覆盖「${esc(data.title)}」全部必备技能,无需补课
`; return; } const weeks = stageWeeks(data.learning_path.length); /* 阶段语义化命名:基础补齐 → 岗位核心(可多个)→ 项目验证 */ const stageName = (i, n) => i === 0 ? "基础补齐" : i === n - 1 ? "项目验证" : "岗位核心"; box.innerHTML = (data._demo ? `
示范路线(以零已掌握技能生成):完成一次人岗诊断后,此处将自动替换为你的个人成长路线图
` : "") + data.learning_path.map((st, i) => { const done = pathState.done.has(st.stage); return `
${done ? "✓" : st.stage}
阶段 ${st.stage} · ${stageName(i, data.learning_path.length)}(${st.skills.length} 项技能) 建议 ${weeks[i]} 周
${i > 0 ? `
前置:建议完成阶段 ${st.stage - 1} 后开始(按技能前置关系拓扑排序)
` : ""}
${st.skills.map((s) => `${esc(s)}`).join("")}
预计投入:${stageEffortText(weeks[i])} 资源类型:${RESOURCE_TYPES[i % RESOURCE_TYPES.length]} 技能性质:必备补齐 ${st.acceptance ? `能力类别:${esc(st.acceptance.category)}` : ""}
${st.acceptance ? `
验收标准(产出物 1 项 · 量化验收 ${st.acceptance.criteria.length} 项 · 自测 ${st.acceptance.self_check.length} 问)
产出物
${esc(st.acceptance.deliverable)}
量化验收项
    ${st.acceptance.criteria.map((c, k) => `
  • ${k + 1}${esc(c)}
  • `).join("")}
自测问答(能口头讲清才算通过)
    ${st.acceptance.self_check.map((q, k) => `
  • Q${k + 1}${esc(q)}
  • `).join("")}
` : ""}
`; }).join(""); box.querySelectorAll("[data-skill]").forEach((el) => { el.onclick = () => { switchView("graph"); if (CN.gotoNode) CN.gotoNode(el.dataset.skill); }; }); box.querySelectorAll(".stage-check").forEach((el) => { el.onclick = () => { const st = parseInt(el.dataset.stage, 10); const stage = (lastPathData.learning_path || []).find((x) => x.stage === st); if (pathState.done.has(st)) { pathState.done.delete(st); } else { pathState.done.add(st); /* 完成阶段 → 左栏「已掌握」区同步点亮该阶段技能,并提示重新匹配验证 */ if (stage && !lastPathData._demo) { stage.skills.forEach((s) => pathState.known.add(s)); renderSkillPool(); updatePathSummary(); toast("该阶段技能已同步为「已掌握」,可回到人岗匹配重新诊断验证", "success"); } else if (stage) { toast("示范路线:完成诊断后,阶段完成状态将同步到个人技能画像", "info"); } } localStorage.setItem(pathDoneKey(pathState.jobId), JSON.stringify([...pathState.done])); renderPath(lastPathData); }; }); const gotoMatch2 = $("#path-goto-match-2"); if (gotoMatch2) gotoMatch2.onclick = () => switchView("match"); updatePathOverview(); } $("#btn-export-path").onclick = () => { if (!lastPathData) return; const lines = [`CareerNexus 学习路径 · 目标岗位:${lastPathData.title}`, ""]; lastPathData.learning_path.forEach((st) => { lines.push(`阶段 ${st.stage}:${st.skills.join("、")}`); if (st.acceptance) { lines.push(` 产出物:${st.acceptance.deliverable}`); lines.push(` 量化验收:`); st.acceptance.criteria.forEach((c, k) => lines.push(` ${k + 1}. ${c}`)); lines.push(` 自测问答:`); st.acceptance.self_check.forEach((q, k) => lines.push(` Q${k + 1}. ${q}`)); } }); const blob = new Blob([lines.join("\n")], { type: "text/plain;charset=utf-8" }); const a = document.createElement("a"); a.href = URL.createObjectURL(blob); a.download = `学习路径_${lastPathData.title}.txt`; a.click(); URL.revokeObjectURL(a.href); toast("已导出文本", "success"); }; /* ================= 系统设置 / 状态横幅 / 演示模式 ================= */ let lastHealth = null; // 最近一次 health 响应(横幅与状态徽标的数据源) function updateBanners(health) { if (health) lastHealth = health; const h = lastHealth || {}; const demo = h.demo_mode !== false; const embed = h.embed || {}; const degraded = !!h.offline_fallback || !embed.ready; // 演示模式:警告横幅降级为顶栏状态徽标(首屏不出现负面字眼) const showOffline = !demo && !!h.offline_fallback && sessionStorage.getItem("cn_banner_dismissed") !== "1"; const showEmbed = !demo && !embed.ready && sessionStorage.getItem("cn_banner2_dismissed") !== "1"; $("#offline-banner").classList.toggle("hidden", !showOffline); $("#embed-banner").classList.toggle("hidden", !showEmbed); const n = (showOffline ? 1 : 0) + (showEmbed ? 1 : 0); document.body.classList.toggle("has-banner", n === 1); document.body.classList.toggle("has-banner2", n === 2); // 顶栏状态徽标:绿=全就绪,黄=离线回退/语义未就绪 const badge = $("#demo-badge"); badge.classList.toggle("warn", degraded); $("#demo-badge-text").textContent = degraded ? "离线演示" : (demo ? "演示模式" : "在线"); badge.title = degraded ? "离线回退中(LLM/语义模型未配置),点击查看设置" : "全部通道就绪,点击查看设置"; } function dismissBanner(id, key) { sessionStorage.setItem(key, "1"); updateBanners(); } $("#banner-close").onclick = () => dismissBanner("offline-banner", "cn_banner_dismissed"); $("#embed-banner-close").onclick = () => dismissBanner("embed-banner", "cn_banner2_dismissed"); $("#banner-config").onclick = () => openConfigModal(false); $("#embed-banner-config").onclick = () => openConfigModal(false); $("#demo-badge").onclick = () => openConfigModal(false); /* ================= 演示导览(6 步评委导览,右上角浮动步进条) ================= */ const DEMO_JOB = "job_Java开发工程师"; const DEMO_CANDIDATE = "job_大模型应用工程师"; const DEMO_STEPS = [ { title: "数据驾驶舱:多源数据总览", desc: "JD 规模、岗位/技能/事件总量、演化趋势、清洗与审核状态", go: () => switchView("dashboard") }, { title: "新岗位候选:发现 → 人工审核 → 入图", desc: "候选岗位不直接入图:四指标证据 + 人工确认,可回查证据 JD", go: () => { switchView("graph"); const locate = () => { const has = CN.graph && CN.graph.has && CN.graph.has(DEMO_CANDIDATE); if (CN.gotoNode) CN.gotoNode(has ? DEMO_CANDIDATE : DEMO_JOB); }; if (CN.graph && CN.graph.ready) CN.graph.ready().then(locate); else if (CN.gotoNode) CN.gotoNode(DEMO_CANDIDATE); } }, { title: "岗位局部图谱:Java 开发工程师", desc: "技能点级局部图谱:必备/加分技能、支撑 JD 数与可读证据", go: () => { switchView("graph"); const enter = () => { if (CN.graph && CN.graph.solo) CN.graph.solo(DEMO_JOB); }; if (CN.graph && CN.graph.ready) CN.graph.ready().then(enter); } }, { title: "岗位演化报告:能力动态更新", desc: "本期结论、新增/增强/减弱/退出、时点对比,每条可回查证据", go: () => { switchView("evolution"); $("#evo-job-select").value = DEMO_JOB; $("#evo-job-select").dispatchEvent(new Event("change")); } }, { title: "人岗诊断:示例简历自动跑通", desc: "载入示例简历 → 解析确认 → 匹配结论 / 核心缺口 / 可迁移能力", go: async () => { switchView("match"); $$("#view-match .match-tab").forEach((x) => x.classList.toggle("active", x.dataset.mtab === "single")); $("#match-single").classList.remove("hidden"); $("#match-batch").classList.add("hidden"); $("#match-job-select").value = DEMO_JOB; loadMatchJobInfo(); $("#btn-load-sample").click(); try { const p = await post("/api/resume/parse", { text: $("#resume-text").value }); applyParsedProfile(p, "演示示例简历"); $("#btn-run-match").click(); } catch (e) { toast(friendlyErr(e), "error"); } } }, { title: "学习路径:可执行的三阶段路线", desc: "自动带入岗位与技能缺口:基础补齐 → 岗位核心 → 项目验证", go: () => { switchView("path"); $("#path-job-select").value = DEMO_JOB; loadPathJob(DEMO_JOB, matchState.skills).then(() => $("#btn-path").click()); } }, ]; let tourIdx = -1; function tourGo(i) { tourIdx = Math.max(0, Math.min(DEMO_STEPS.length - 1, i)); const step = DEMO_STEPS[tourIdx]; $("#tour-bar").classList.remove("hidden"); $("#tour-prog").textContent = `演示 ${tourIdx + 1}/${DEMO_STEPS.length}`; $("#tour-title").textContent = step.title; $("#tour-desc").textContent = step.desc; $("#tour-prev").disabled = tourIdx === 0; $("#tour-next").textContent = tourIdx === DEMO_STEPS.length - 1 ? "完成" : "下一步"; Promise.resolve(step.go()).catch((e) => toast(friendlyErr(e), "error")); } function endTour() { tourIdx = -1; $("#tour-bar").classList.add("hidden"); } $("#btn-demo-tour").onclick = () => tourGo(0); $("#tour-prev").onclick = () => tourGo(tourIdx - 1); $("#tour-next").onclick = () => (tourIdx === DEMO_STEPS.length - 1 ? endTour() : tourGo(tourIdx + 1)); $("#tour-exit").onclick = endTour; function embedStatusHtml(emb) { if (emb.ready) { return `已就绪(${emb.provider === "api" ? "联网 API" : "本地权重"},语义召回已启用)`; } if (emb.provider === "api") { return emb.api_key_masked ? `已配置 Key,保存后生效` : `未配置 API Key(当前使用词表归一化匹配)`; } if (emb.configured) { const reasons = [ !emb.weights_present ? "权重文件缺失" : "", !emb.deps_installed ? "未安装 sentence-transformers" : "", ].filter(Boolean).join(";"); return `已配置未就绪:${esc(reasons)}`; } return `未配置(当前使用词表归一化匹配)`; } async function openConfigModal(needToken, firstRun) { let cfg; try { cfg = await api("/api/config"); } catch (e) { toast(e.message, "error"); return; } $("#modal-box").classList.add("wide"); const modeBadge = cfg.offline_fallback ? `离线回退` : `联网就绪`; openModal(firstRun ? "欢迎使用 CareerNexus 职联 · 初始设置" : "系统设置", ` ${firstRun ? `
首次使用,建议先完成基础配置(均可稍后通过右上角 ⚙ 修改):
· 配置 LLM API 密钥可启用大模型抽取(不配则离线确定性方案兜底)
· 配置语义向量模型(本地 BGE-M3 或联网 API)可启用语义相似匹配
· 需要对外提供服务时,再调整监听地址与访问令牌
` : ""}
当前监听 ${esc(cfg.running.host)}:${cfg.running.port} LLM 状态 ${modeBadge} ${cfg.restart_required ? `监听变更待重启` : ""}
${needToken ? `
该服务已启用访问令牌,请填写后保存。
` : ""}
服务监听(修改后需重启生效)
LLM API(星火 / OpenAI 兼容,保存即热生效)
语义向量匹配(可选增强,保存即热生效)
${embedStatusHtml(cfg.embed)}
自动完成全部配置,推荐首次使用:
① 安装 sentence-transformers 依赖(PyPI 镜像站)
② 从 ModelScope 镜像站下载 BGE-M3 权重(约 2.2GB)
③ 自动写入配置并启用语义匹配。全程约 3–8 分钟,期间可继续使用其他功能。
手动配置方式(不使用一键配置时)
  1. 安装依赖:pip install sentence-transformers
  2. 下载权重(约 2.2GB):ModelScope(国内推荐)modelscope.cn/models/BAAI/bge-m3 或 HuggingFace huggingface.co/BAAI/bge-m3
  3. 目录内需包含 config.json、model.safetensors 与分词器文件,填入上方路径保存即可
联网 API 配置引导
  1. 开通阿里云百炼(DashScope),在控制台获取 API Key
  2. 默认接口为 OpenAI 兼容模式,模型推荐 text-embedding-v4
  3. 填入 Key 保存即生效;网络不可达时自动回退词表归一化
如遇问题,请联系 support@rrrosmontis.icu
`, `${firstRun ? `` : ""} `); let host = cfg.saved.host; $$("#cfg-host .seg-item").forEach((b) => { b.onclick = () => { $$("#cfg-host .seg-item").forEach((x) => x.classList.remove("active")); b.classList.add("active"); host = b.dataset.host; }; }); let embedProvider = cfg.embed.provider === "api" ? "api" : "local"; let demoMode = cfg.demo_mode !== false; $$("#cfg-demo .seg-item").forEach((b) => { b.onclick = () => { $$("#cfg-demo .seg-item").forEach((x) => x.classList.remove("active")); b.classList.add("active"); demoMode = b.dataset.demo === "1"; }; }); $$("#cfg-embed-provider .seg-item").forEach((b) => { b.onclick = () => { $$("#cfg-embed-provider .seg-item").forEach((x) => x.classList.remove("active")); b.classList.add("active"); embedProvider = b.dataset.provider; $("#cfg-embed-local").classList.toggle("hidden", embedProvider !== "local"); $("#cfg-embed-api").classList.toggle("hidden", embedProvider !== "api"); }; }); let tokenDirty = false; // 只有用户真正改过令牌框才提交(空串也提交 = 清除) $("#cfg-token").addEventListener("input", () => { tokenDirty = true; }); $("#cfg-token-gen").onclick = () => { const t = Array.from(crypto.getRandomValues(new Uint8Array(16))).map((x) => x.toString(16).padStart(2, "0")).join(""); $("#cfg-token").value = t; $("#cfg-token").type = "text"; tokenDirty = true; }; $("#cfg-token-show").onclick = () => { const i = $("#cfg-token"); i.type = i.type === "password" ? "text" : "password"; }; async function doSave() { const payload = { host, port: parseInt($("#cfg-port").value, 10), llm_base_url: $("#cfg-llm-url").value.trim(), llm_model: $("#cfg-llm-model").value.trim(), embed_provider: embedProvider, embed_model_path: $("#cfg-embed-path").value.trim(), embed_api_base_url: $("#cfg-embed-base").value.trim(), embed_api_model: $("#cfg-embed-model").value.trim(), demo_mode: demoMode, guided: true, // 保存即视为完成初始设置 }; const tok = $("#cfg-token").value; if (tokenDirty) payload.access_token = tok.trim(); // dirty 才提交;空串 = 清除令牌 const key = $("#cfg-llm-key").value; if (key) payload.llm_api_key = key.trim(); const ekey = $("#cfg-embed-key").value; if (ekey) payload.embed_api_key = ekey.trim(); const saved = await post("/api/config", payload); if (tokenDirty) { // 保存成功后同步 localStorage,未动过令牌框则不触碰 if (payload.access_token) localStorage.setItem("cn_access_token", payload.access_token); else localStorage.removeItem("cn_access_token"); } lastHealth = Object.assign({}, lastHealth, { offline_fallback: saved.offline_fallback, embed: saved.embed, demo_mode: saved.demo_mode, }); updateBanners(); return saved; } $("#cfg-save").onclick = async () => { try { const saved = await doSave(); closeModal(); toast(saved.restart_required ? "已保存;监听地址/端口需重启后生效" : "设置已保存并热生效", "success"); } catch (e) { toast(e.message, "error"); } }; $("#cfg-save-restart").onclick = async () => { try { await doSave(); await post("/api/config/restart", {}); closeModal(); toast("服务重启中,5 秒后自动刷新…", "info"); setTimeout(() => location.reload(), 5000); } catch (e) { toast(e.message, "error"); } }; if (firstRun) { $("#cfg-skip").onclick = async () => { try { await post("/api/config", { guided: true }); } catch { /* 跳过标记失败不阻塞 */ } closeModal(); toast("已跳过初始设置,当前为离线演示模式", "info"); }; } /* 一键下载并配置语义环境(异步任务 + 轮询进度) */ const STAGE_NAMES = { deps: "① 安装 Python 依赖", download: "② 下载 BGE-M3 权重", config: "③ 写入配置", done: "✓ 配置完成", start: "准备中…", error: "✗ 失败" }; $("#cfg-embed-setup").onclick = async () => { const btn = $("#cfg-embed-setup"); btn.disabled = true; $("#setup-progress").classList.remove("hidden"); try { await post("/api/semantic/setup", {}); } catch (e) { toast(e.message, "error"); btn.disabled = false; return; } const timer = setInterval(async () => { try { const st = await api("/api/semantic/setup/status"); $("#setup-stage").textContent = STAGE_NAMES[st.stage] || st.stage || "进行中…"; $("#setup-log").textContent = (st.log || []).slice(-3).join("\n"); if (!st.running) { clearInterval(timer); btn.disabled = false; if (st.done || (st.embed && st.embed.ready)) { toast("语义向量通道已就绪", "success"); closeModal(); openConfigModal(false); // 重新打开刷新状态 lastHealth = Object.assign({}, lastHealth, { embed: st.embed }); updateBanners(); } else { $("#setup-stage").textContent = "✗ 配置失败:" + (st.error || "未知原因"); toast("语义环境配置失败:" + (st.error || ""), "error"); } } } catch { /* 轮询失败继续等 */ } }, 2000); }; } $("#btn-config").onclick = () => openConfigModal(false); /* ================= 启动 ================= */ window.addEventListener("resize", () => { if (CN._flowEvents) drawEventFlow($("#trend-canvas"), CN._flowEvents, 8); drawHeat(); }); (async function boot() { try { CN.jobs = await api("/api/jobs"); const opts = CN.jobs.map((j) => ``).join(""); ["#evo-job-select", "#match-job-select", "#path-job-select", "#batch-job-select"].forEach((s) => { $(s).innerHTML = opts; }); $("#evo-job-select").value = "job_Java开发工程师"; // 演化页默认锁定最强样例 $("#match-job-select").value = "job_Java开发工程师"; loadMatchJobInfo(); // 匹配页右侧目标岗位信息卡 /* 学习路径空状态:引导先做人岗诊断 */ const pathGoto = $("#path-goto-match"); if (pathGoto) pathGoto.onclick = () => switchView("match"); await loadDashboard(); // 先加载图谱缓存(演化页甘特图依赖) await loadEvolution(); renderEvoScan(); /* 分享链接:#view=graph&node=xxx */ const hash = new URLSearchParams(location.hash.slice(1)); if (hash.get("view")) switchView(hash.get("view")); if (hash.get("node") && CN.gotoNode) CN.gotoNode(hash.get("node")); /* 首次使用:演示模式下不弹初始设置(评审口径),非演示模式才引导 */ if ((!lastHealth || !lastHealth.guided) && lastHealth && lastHealth.demo_mode === false) { openConfigModal(false, true); } } catch (e) { toast(friendlyErr(e, "后端连接失败,请检查服务是否已启动"), "error"); } })();