Rene Fichtmueller a69acc4588 feat(v0.2.0): Sales Intelligence Engine — Phase 0+A
New API routes:
- GET /api/finder — Switch→Flexoptix transceiver finder with FlexBox coding
- GET /api/competitor-alerts — Competitor intelligence (price changes, new products, stock)
- GET /api/forecast/:technology — Sales forecast 3/9/12/18 months + buy/wait/hold signal
- POST /api/transport/plan — Transport system planner (city→city BOM with fiber providers)

New MCP tools:
- find_flexoptix_for_switch — Customer switch → Flexoptix products
- get_competitor_alerts — Competitor monitoring
- plan_transport — Network transport planning
- forecast_sales — Volume/revenue prediction
- generate_blog — Enhanced blog generation

New DB tables (migration 013):
- competitor_alerts, price_changes, flexoptix_product_map
- sales_forecasts, fiber_providers, fiber_routes, cities
- generated_datasheets, blog_series
- Views: v_price_coverage, v_image_coverage, v_switch_flexoptix_finder

Seed data (migration 014):
- 25 European cities with IX/DC locations + coordinates
- 15 fiber providers (euNetworks, Telia, DTAG, Colt, Zayo, etc.)
- 16 fiber routes with pricing (Germany focus)

Infrastructure:
- Scraper scheduler: 2h Flexoptix, 4h FS.com/Optcore (was 6-8h)
- Change detector for competitor price/stock monitoring
- Image downloader utility with coverage tracking
2026-03-31 08:51:22 +02:00

222 lines
6.5 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 = [
{ 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
{ 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
{ id: 83, name: "ASR9000" }, // ASR 9000 — 3,644 entries
];
async function searchTmg(familyFilter: { id: number; name: string }): Promise<TmgSearchResponse> {
const body = {
cableType: [],
dataRate: [],
formFactor: [],
reach: [],
searchInput: [""],
osType: [],
transceiverProductFamily: [],
transceiverProductID: [],
networkDeviceProductFamily: [familyFilter],
networkDeviceProductID: [],
media: [],
connectorType: [],
caseTemperature: [],
performanceMonitoring: [],
};
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(body),
});
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;
for (const family of PLATFORM_FAMILIES) {
console.log(`\nFetching ${family.name}...`);
try {
const data = await searchTmg(family);
console.log(` ${family.name}: ${data.totalCount} total entries, ${data.networkDevices.length} device groups`);
for (const device of data.networkDevices) {
for (const compat of device.networkAndTransceiverCompatibility) {
if (!compat.productId) continue;
const switchId = await upsertCiscoSwitch(
ciscoVendorId,
compat.productId,
device.productFamily
);
totalSwitches++;
for (const tx of compat.transceivers) {
if (!tx.productId) continue;
totalTransceivers++;
// Try to match transceiver in our DB by Cisco PID
const txResult = await pool.query(
`SELECT id FROM transceivers
WHERE part_number = $1
OR part_number = $2
LIMIT 1`,
[tx.productId, tx.productId.replace(/-S$/, "")]
);
if (txResult.rows.length > 0) {
await upsertCompatibility(
switchId,
txResult.rows[0].id,
tx.softReleaseMinVer,
tx.formFactor,
tx.reach,
tx.cableType,
tx.media,
tx.dataRate
);
totalCompat++;
}
}
}
}
// 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);
});
}