Stock API & Dashboard: - /api/stock/summary: vendor_breakdown adds avg_confidence, currencies, conf_per_warehouse/aggregated/boolean - /api/stock/summary: new price_comparison endpoint (multi-vendor SKUs, min/max/avg price) - /api/stock/summary: totals adds multi_vendor_skus count - Dashboard: 6th stat card (Multi-Vendor SKUs), confidence badge column (🟢 L3 / 🟡 L2 / ⚪ L1) - Dashboard: price comparison table with vendor-by-vendor price breakdown - Dashboard: subtitle updated to include QSFPTEK + NADDOD - Dashboard: top sellers link to product URLs Cisco TMG improvements: - Added 5 new platform families: 8000 Series, NCS5500, NCS540, NCS560, NCS1000 - Per-device query strategy: iterates all switch model IDs from family filter instead of getting only 1 switch per family → 58 switches per N9300 run - Graceful error handling per device with rate limiting (1s between requests) Juniper HCT: ran manually → 475 Juniper-brand transceivers seeded
271 lines
9.5 KiB
TypeScript
271 lines
9.5 KiB
TypeScript
/**
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* Cisco TMG Matrix Scraper — Transceiver Compatibility
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*
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* Source: tmgmatrix.cisco.com (JSON API — no auth required)
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* Extracts: Switch model ↔ Transceiver compatibility data
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* Stores: switches, compatibility table
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*
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* Uses POST /public/api/networkdevice/search endpoint directly.
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*/
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import { pool, ensureVendor } from "../utils/db";
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const TMG_API = "https://tmgmatrix.cisco.com/public/api/networkdevice/search";
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interface TmgTransceiver {
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tmgId: number;
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productId: string;
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productFamily: string;
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formFactor: string;
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reach: string;
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temperatureRange: string;
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cableType: string;
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media: string;
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connectorType: string;
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transmissionStandard: string;
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dataRate: string;
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endOfSale: string;
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softReleaseMinVer: string;
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breakoutMode: string;
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osType: string;
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domSupport: string;
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type: string;
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}
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interface TmgCompatEntry {
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productId: string; // switch PID
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transceivers: TmgTransceiver[];
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}
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interface TmgDevice {
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productFamily: string;
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networkAndTransceiverCompatibility: TmgCompatEntry[];
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}
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interface TmgSearchResponse {
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totalCount: number;
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filters: Array<{ name: string; values: Array<{ id: number; name: string; count: number }> }>;
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networkDevices: TmgDevice[];
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}
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/** Key Nexus/Catalyst platform family IDs from the TMG API */
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const PLATFORM_FAMILIES = [
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// ── Nexus Data Center ───────────────────────────────────────────────────
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{ id: 74, name: "N9300" }, // Nexus 9300 — 8,515 entries
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{ id: 77, name: "N9500" }, // Nexus 9500 — 2,266 entries
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{ id: 78, name: "N9200" }, // Nexus 9200 — 708 entries
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{ id: 661, name: "N9800" }, // Nexus 9800 — 238 entries
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// ── Catalyst Campus ─────────────────────────────────────────────────────
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{ id: 76, name: "C9300" }, // Catalyst 9300 — 260 entries
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{ id: 601, name: "C9300L" }, // Catalyst 9300L — 720 entries
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{ id: 1181, name: "C9300X" }, // Catalyst 9300X — 413 entries
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{ id: 8, name: "C9500" }, // Catalyst 9500 — 1,141 entries
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{ id: 521, name: "C9600" }, // Catalyst 9600 — 771 entries
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{ id: 7, name: "C9400" }, // Catalyst 9400 — 561 entries
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{ id: 341, name: "C9200" }, // Catalyst 9200 — 222 entries
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// ── Service Provider / High-Capacity ────────────────────────────────────
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{ id: 83, name: "ASR9000" }, // ASR 9000 — 3,644 entries
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{ id: 1021, name: "8000" }, // Cisco 8000 Series — 1,954 entries
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{ id: 20, name: "NCS5500" }, // NCS 5500 — 3,843 entries
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{ id: 121, name: "NCS540" }, // NCS 540 — 2,684 entries
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{ id: 141, name: "NCS560" }, // NCS 560 — 229 entries
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{ id: 17, name: "NCS1000" }, // NCS 1000 (optical) — 325 entries
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];
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function buildTmgBody(
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familyFilter?: { id: number; name: string },
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deviceIdFilter?: { id: number; name: string }
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): object {
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return {
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cableType: [],
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dataRate: [],
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formFactor: [],
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reach: [],
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searchInput: [""],
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osType: [],
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transceiverProductFamily: [],
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transceiverProductID: [],
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networkDeviceProductFamily: familyFilter ? [familyFilter] : [],
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networkDeviceProductID: deviceIdFilter ? [deviceIdFilter] : [],
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media: [],
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connectorType: [],
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caseTemperature: [],
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performanceMonitoring: [],
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};
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}
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async function searchTmg(familyFilter: { id: number; name: string }): Promise<TmgSearchResponse> {
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const res = await fetch(TMG_API, {
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method: "POST",
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headers: {
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"Content-Type": "application/json",
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"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36",
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"Accept": "application/json",
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},
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body: JSON.stringify(buildTmgBody(familyFilter)),
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signal: AbortSignal.timeout(30000),
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});
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if (!res.ok) {
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throw new Error(`TMG API ${res.status}: ${res.statusText}`);
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}
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return res.json() as Promise<TmgSearchResponse>;
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}
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/** Search for a specific switch by its TMG Product ID to get full compat data */
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async function searchTmgByDeviceId(deviceId: { id: number; name: string }): Promise<TmgSearchResponse> {
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const res = await fetch(TMG_API, {
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method: "POST",
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headers: {
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"Content-Type": "application/json",
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"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36",
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"Accept": "application/json",
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},
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body: JSON.stringify(buildTmgBody(undefined, deviceId)),
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signal: AbortSignal.timeout(30000),
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});
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if (!res.ok) {
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throw new Error(`TMG API ${res.status}: ${res.statusText}`);
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}
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return res.json() as Promise<TmgSearchResponse>;
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}
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async function upsertCiscoSwitch(vendorId: string, model: string, series: string): Promise<string> {
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const result = await pool.query(
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`INSERT INTO switches (vendor_id, model, series, category, layer, managed)
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VALUES ($1, $2, $3, 'DataCenter', 'L3', true)
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ON CONFLICT (vendor_id, model) DO UPDATE SET series = EXCLUDED.series
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RETURNING id`,
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[vendorId, model, series]
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);
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return result.rows[0].id;
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}
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async function upsertCompatibility(
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switchId: string,
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transceiverId: string,
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firmwareMin: string,
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formFactor: string,
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reach: string,
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cableType: string,
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media: string,
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dataRate: string
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): Promise<void> {
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await pool.query(
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`INSERT INTO compatibility (switch_id, transceiver_id, verified_by, verification_method, status, firmware_min, source_url, notes)
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VALUES ($1, $2, 'Cisco TMG Matrix', 'vendor_matrix', 'compatible', $3, $4, $5)
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ON CONFLICT (switch_id, transceiver_id) DO UPDATE SET
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firmware_min = EXCLUDED.firmware_min,
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notes = EXCLUDED.notes`,
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[
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switchId,
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transceiverId,
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firmwareMin || null,
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"https://tmgmatrix.cisco.com",
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`${formFactor} ${dataRate} ${reach} ${media} ${cableType}`.trim(),
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]
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);
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}
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export async function scrapeCiscoTmg(): Promise<void> {
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console.log("=== Cisco TMG Matrix Scraper Starting (API mode) ===\n");
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const ciscoVendorId = await ensureVendor(
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"Cisco",
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"oem",
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"https://www.cisco.com",
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undefined
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);
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let totalSwitches = 0;
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let totalCompat = 0;
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let totalTransceivers = 0;
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/** Process one networkDevice compat response — writes switches+compat to DB */
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async function processDevices(
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devices: TmgDevice[],
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familyName: string
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): Promise<{ switches: number; transceivers: number; compat: number }> {
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let sw = 0; let tx = 0; let cp = 0;
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for (const device of devices) {
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for (const compat of device.networkAndTransceiverCompatibility) {
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if (!compat.productId) continue;
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const switchId = await upsertCiscoSwitch(ciscoVendorId, compat.productId, familyName);
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sw++;
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for (const t of compat.transceivers) {
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if (!t.productId) continue;
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tx++;
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const txResult = await pool.query(
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`SELECT id FROM transceivers WHERE part_number = $1 OR part_number = $2 LIMIT 1`,
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[t.productId, t.productId.replace(/-S$/, "")]
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);
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if (txResult.rows.length > 0) {
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await upsertCompatibility(switchId, txResult.rows[0].id, t.softReleaseMinVer, t.formFactor, t.reach, t.cableType, t.media, t.dataRate);
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cp++;
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}
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}
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}
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}
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return { switches: sw, transceivers: tx, compat: cp };
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}
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for (const family of PLATFORM_FAMILIES) {
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console.log(`\nFetching ${family.name}...`);
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try {
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// Step 1: Fetch family-level response to get all device IDs in the filter
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const familyData = await searchTmg(family);
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const deviceIdFilter = familyData.filters
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?.find((f) => f.name === "Network Device Product ID")
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?.values ?? [];
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console.log(` ${family.name}: ${deviceIdFilter.length} switch models`);
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if (deviceIdFilter.length === 0) {
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// Fallback: process whatever family-level search returned
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const r = await processDevices(familyData.networkDevices, family.name);
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totalSwitches += r.switches; totalTransceivers += r.transceivers; totalCompat += r.compat;
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continue;
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}
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// Step 2: Iterate every switch model by its specific TMG Product ID
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// (family search only returns 1 switch; per-device search returns full compat list)
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for (const dev of deviceIdFilter) {
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try {
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await new Promise((r) => setTimeout(r, 1000)); // 1s between requests
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const devData = await searchTmgByDeviceId({ id: dev.id, name: dev.name });
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const r = await processDevices(devData.networkDevices, family.name);
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totalSwitches += r.switches; totalTransceivers += r.transceivers; totalCompat += r.compat;
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if (totalSwitches % 20 === 0) {
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console.log(` ... ${totalSwitches} switches processed, ${totalCompat} compat matches`);
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}
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} catch (devErr) {
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console.warn(` Skip ${dev.name}: ${(devErr as Error).message.slice(0, 60)}`);
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}
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}
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// Rate limit: 2 seconds between platform families
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await new Promise((r) => setTimeout(r, 2000));
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} catch (err) {
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console.error(` Error fetching ${family.name}:`, err);
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}
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}
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console.log(`\n=== Cisco TMG Scraper Complete ===`);
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console.log(` Switches upserted: ${totalSwitches}`);
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console.log(` Transceiver entries scanned: ${totalTransceivers}`);
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console.log(` Compatibility matches: ${totalCompat}\n`);
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}
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if (require.main === module) {
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scrapeCiscoTmg()
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.then(() => pool.end())
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.catch((err) => {
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console.error("Fatal:", err);
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pool.end();
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process.exit(1);
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});
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}
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