Rene Fichtmueller 861243ea3f feat: stock confidence badges, multi-vendor price comparison, expanded Cisco TMG + Juniper HCT
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
2026-04-17 23:33:31 +02:00

271 lines
9.5 KiB
TypeScript

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