feat(scraper): Flexoptix REST API sync robot + scheduler integration

Replaces the GraphQL/search-based Flexoptix scraper with a proper
Magento 2 REST API integration that delivers authoritative SKUs,
prices, stock levels and compatibility data.

New files:
- packages/scraper/src/robots/flexoptix-api-sync.ts
  Self-contained robot: auth → paginated fetch → normalize → DB write.
  Reads FLEXOPTIX_API_BASE_URL / _USERNAME / _PASSWORD from env.
  Returns { fetched, normalized, skipped, priceWrites, stockWrites }.
  No file intermediary — in-memory pipeline.

- scripts/import-flexoptix-catalog.ts
  One-shot CLI importer for the Pulso-generated JSONL (Codex handover).

- docs/FLEXOPTIX_CATALOG_IMPORT.md
  Runbook for manual import + per-SKU specifications enrichment.

Scheduler changes:
- Added sync:flexoptix-catalog queue + work() handler
- Scheduled every 2h at 0 */2 * * * (same cadence as legacy job)
- scrape:pricing:flexoptix kept as legacy GraphQL fallback

Also includes Codex-generated additions from this sprint:
- audiocodes-oem scraper, seed-batch35/36/37, db.ts improvements,
  sql/102 verification reconcile, README + package.json updates
This commit is contained in:
Rene Fichtmueller 2026-05-13 16:36:33 +02:00
parent 2b16551e4f
commit a20094755d
13 changed files with 1097 additions and 9 deletions

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@ -127,6 +127,19 @@ All data comes from publicly available sources:
- Multi-Source Agreements (100G CWDM4 MSA, 100G PSM4 MSA, 100G Lambda MSA, OpenZR+)
- Vendor datasheets and public documentation
## Flexoptix Catalog Import
Private TIP deployments can import the normalized Flexoptix shop catalog produced
by Magatama/Pulso:
```bash
npm run flexoptix:catalog:import -- --dry-run
TIP_DB_PASS=... npm run flexoptix:catalog:import
```
See [docs/FLEXOPTIX_CATALOG_IMPORT.md](docs/FLEXOPTIX_CATALOG_IMPORT.md) for the
full producer/import workflow and safety rules.
## Contributing
Contributions welcome. To add a new transceiver:

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@ -0,0 +1,49 @@
# Flexoptix Catalog Import
TIP can ingest the normalized Flexoptix shop catalog produced by Magatama/Pulso.
This keeps prices, product URLs, stock, and product attributes live-data driven
instead of baking volatile values into LLM training pairs.
## Producer
Run in the Magatama repo:
```bash
pnpm pulso:shop:sync:dry-run
pnpm pulso:shop:sync -- --fixture ./shop-export.json
FLEXOPTIX_API_BASE_URL=... FLEXOPTIX_API_TOKEN=... pnpm pulso:shop:sync
```
The producer writes:
- `data/pulso/shop-products.normalized.jsonl`
- `data/pulso/shop-catalog.normalized.json`
- `data/pulso/shop-snapshot.manifest.json`
## TIP Import
Safe validation:
```bash
npm run flexoptix:catalog:import -- --dry-run
```
Import into the TIP database:
```bash
TIP_DB_PASS=... npm run flexoptix:catalog:import
```
Override the input path if needed:
```bash
npm run flexoptix:catalog:import -- --input /path/shop-products.normalized.jsonl --dry-run
```
## Safety Rules
- Rows without SKU, title, form factor, speed, or reach are skipped for DB import.
- Prices and stock are written only when present in live/API data.
- No product URL, SKU, price, stock, delivery time, or compatibility is invented.
- The importer uses existing TIP helpers for transceiver upsert, price observations,
and stock observations.

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@ -13,6 +13,7 @@
"dev": "npm run dev -w packages/api",
"learning-pool:build": "tsx scripts/tip-learning-pool-build.ts",
"learning-pool:publish-hf": "python3 scripts/tip-publish-hf-datasets.py",
"flexoptix:catalog:import": "tsx scripts/import-flexoptix-catalog.ts",
"migrate": "tsx scripts/migrate.ts",
"seed": "tsx scripts/seed-from-npm.ts",
"db:reset": "npm run migrate && npm run seed"

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@ -0,0 +1,531 @@
/**
* Flexoptix API Sync Robot
*
* Fetches the full Flexoptix product catalog via their Magento 2 REST API,
* normalizes each product, and writes price + stock observations to TIP DB.
*
* Replaces the GraphQL/search-based scrapeFlexoptixCatalog() the REST API
* provides authoritative SKUs, prices, stock levels, and compatibility data.
*
* Required env vars:
* FLEXOPTIX_API_BASE_URL e.g. https://www.flexoptix.net
* FLEXOPTIX_API_USERNAME Magento customer API username
* FLEXOPTIX_API_PASSWORD Magento customer API password
*
* Optional:
* FLEXOPTIX_API_TOKEN Bearer token (skips username/password login)
* FLEXOPTIX_API_CURRENCY Defaults to EUR
* FLEXOPTIX_API_LIMIT Page size, defaults to 500
* FLEXOPTIX_API_TIMEOUT_MS Request timeout, defaults to 30000
* FLEXOPTIX_API_COMPATIBILITIES 1/0, defaults to 1
*/
import {
ensureVendor,
findOrCreateScrapedTransceiver,
upsertPriceObservation,
upsertStockObservation,
} from "../utils/db";
import { contentHash } from "../utils/hash";
// ── Types ──────────────────────────────────────────────────────────────────
type JsonRecord = Record<string, unknown>;
interface CatalogProduct {
source: "flexoptix-shop-api";
fetchedAt: string;
sku: string;
title: string;
url: string | null;
price: {
amount: number | null;
currency: string | null;
source: "api" | "missing";
fetchedAt: string;
};
stock: {
status: string | null;
quantity: number | null;
source: "api" | "missing";
};
optics: {
formFactor: string | null;
speedGbps: number | null;
reachM: number | null;
wavelengthNm: number | null;
connector: string | null;
fiberType: string | null;
protocol: string | null;
coding: string | null;
bidi: boolean | null;
dwdm: boolean | null;
cwdm: boolean | null;
};
compatibility: Array<{
vendor: string;
platform: string | null;
coding: string | null;
source: "api";
}>;
}
export interface FlexoptixSyncResult {
fetched: number;
normalized: number;
skipped: number;
priceWrites: number;
stockWrites: number;
}
// ── Generic helpers ────────────────────────────────────────────────────────
function isRecord(value: unknown): value is JsonRecord {
return typeof value === "object" && value !== null && !Array.isArray(value);
}
function flatten(value: unknown, prefix = "", output: JsonRecord = {}): JsonRecord {
if (Array.isArray(value)) {
output[prefix] = value;
return output;
}
if (!isRecord(value)) {
output[prefix] = value;
return output;
}
for (const [key, child] of Object.entries(value)) {
const childKey = prefix ? `${prefix}.${key}` : key;
if (isRecord(child)) {
flatten(child, childKey, output);
} else {
output[childKey] = child;
}
}
return output;
}
function flatLookup(record: JsonRecord): JsonRecord {
const flat = flatten(record);
const normalized: JsonRecord = {};
for (const [key, value] of Object.entries(flat)) {
normalized[key.toLowerCase().replace(/[_\s-]+/g, "")] = value;
}
return normalized;
}
function pick(flat: JsonRecord, keys: string[]): unknown {
const normalizedKeys = keys.map(key => key.toLowerCase().replace(/[_\s-]+/g, ""));
for (const key of normalizedKeys) {
if (flat[key] !== undefined && flat[key] !== null && flat[key] !== "") return flat[key];
}
for (const [flatKey, value] of Object.entries(flat)) {
if (value === undefined || value === null || value === "") continue;
if (normalizedKeys.some(key => flatKey.endsWith(key))) return value;
}
return null;
}
function asString(value: unknown): string | null {
if (typeof value === "string") return value.trim() || null;
if (typeof value === "number" || typeof value === "boolean") return String(value);
return null;
}
function asNumber(value: unknown): number | null {
if (typeof value === "number" && Number.isFinite(value)) return value;
if (typeof value !== "string") return null;
const trimmed = value.trim();
if (!trimmed) return null;
const stripped = trimmed.replace(/[^\d,.-]/g, "");
const normalized = stripped.includes(",") && !stripped.includes(".")
? stripped.replace(",", ".")
: stripped.replace(/,/g, "");
const parsed = Number(normalized);
return Number.isFinite(parsed) ? parsed : null;
}
function asBoolean(value: unknown): boolean | null {
if (typeof value === "boolean") return value;
if (typeof value !== "string") return null;
const normalized = value.trim().toLowerCase();
if (["true", "yes", "ja", "1"].includes(normalized)) return true;
if (["false", "no", "nein", "0"].includes(normalized)) return false;
return null;
}
// ── Inference helpers ──────────────────────────────────────────────────────
function inferBoolFlags(
...values: Array<string | null>
): { bidi: boolean | null; dwdm: boolean | null; cwdm: boolean | null } {
const text = values.filter(Boolean).join(" ").toLowerCase();
return {
bidi: /\bbidi\b|bi-directional|bidirectional|simplex/.test(text) ? true : null,
dwdm: /\bdwdm\b|itu channel|itu grid/.test(text) ? true : null,
cwdm: /\bcwdm\b/.test(text) ? true : null,
};
}
function parseReachMeters(value: unknown): number | null {
const text = asString(value)?.toLowerCase();
if (text) {
const km = text.match(/([\d.,]+)\s*km/);
if (km) return Math.round((asNumber(km[1]) ?? 0) * 1000);
const meters = text.match(/([\d.,]+)\s*m/);
if (meters) return Math.round(asNumber(meters[1]) ?? 0);
}
return asNumber(value);
}
function parseSpeedGbps(value: unknown): number | null {
const numeric = asNumber(value);
if (numeric !== null) return numeric;
const text = asString(value)?.toLowerCase();
if (!text) return null;
const gbps = text.match(/([\d.,]+)\s*(g|gb|gbps|gbit)/);
if (gbps) return asNumber(gbps[1]);
const mbps = text.match(/([\d.,]+)\s*(m|mb|mbps|mbit)/);
if (mbps) {
const mb = asNumber(mbps[1]);
return mb === null ? null : mb / 1000;
}
return null;
}
function inferFormFactor(...values: Array<string | null>): string | null {
const text = values.filter(Boolean).join(" ").toUpperCase();
const formFactors = [
"QSFP-DD800", "QSFP-DD", "QSFP112", "QSFP56", "QSFP28", "QSFP+", "QSFP",
"OSFP224", "OSFP112", "OSFP",
"SFP56", "SFP28", "SFP+", "SFP",
"XFP", "CFP4", "CFP2", "CFP", "GBIC",
];
return formFactors.find(ff => text.includes(ff)) ?? null;
}
function inferConnector(...values: Array<string | null>): string | null {
const text = values.filter(Boolean).join(" ").toUpperCase();
if (text.includes("LC-DUPLEX") || text.includes("LC DUPLEX")) return "LC-Duplex";
if (text.includes("LC SIMPLEX")) return "LC-Simplex";
if (/\bMPO\b|\bMTP\b/.test(text)) return "MPO/MTP";
if (/\bRJ45\b|COPPER/.test(text)) return "RJ45";
if (/\bSC\b/.test(text)) return "SC";
return null;
}
function inferFiberType(...values: Array<string | null>): string | null {
const text = values.filter(Boolean).join(" ").toLowerCase();
if (/multimode|\bmmf\b|om[1-5]/.test(text)) return "MMF";
if (/singlemode|single-mode|\bsmf\b|os2/.test(text)) return "SMF";
if (/copper|rj45|dac/.test(text)) return "Copper";
return null;
}
function inferWavelengthNm(...values: Array<string | null>): number | null {
const text = values.filter(Boolean).join(" ");
const lambda = text.match(/[λλ]?\s*(\d{3,4})\s*nm/i);
return lambda ? asNumber(lambda[1]) : null;
}
// ── Normalization ──────────────────────────────────────────────────────────
function extractCompatibility(row: JsonRecord): CatalogProduct["compatibility"] {
const rawCompat = row.compatibility ?? row.compatibilities ?? row.vendorCompatibility;
const rows = Array.isArray(rawCompat) ? rawCompat.filter(isRecord) : [];
return rows.flatMap(entry => {
const flat = flatLookup(entry);
const vendor = asString(pick(flat, ["vendor", "manufacturer", "brand", "systemVendor"]));
if (!vendor) return [];
return [{
vendor,
platform: asString(pick(flat, ["platform", "device", "switch", "model", "series"])),
coding: asString(pick(flat, ["coding", "code", "eeprom", "originalPartNumber"])),
source: "api" as const,
}];
});
}
function normalizeProduct(row: JsonRecord, fetchedAt: string): CatalogProduct | null {
const flat = flatLookup(row);
const title = asString(pick(flat, ["title", "name", "productName", "label"]));
const sku = asString(pick(flat, ["sku", "articleNumber", "partNumber", "productCode"]));
if (!sku || !title) return null;
const url = asString(pick(flat, ["url", "productUrl", "canonicalUrl", "link"]));
const amount = asNumber(pick(flat, ["price", "priceNet", "netPrice", "grossPrice", "amount"]));
const currency = asString(pick(flat, ["currency", "priceCurrency", "currencyCode"]))
?? (amount === null ? null : process.env["FLEXOPTIX_API_CURRENCY"]?.trim() ?? "EUR");
const quantity = asNumber(pick(flat, ["stock", "stockQuantity", "quantity", "availableQuantity"]));
const status = asString(pick(flat, ["stockStatus", "availability", "deliveryStatus"]))
?? (quantity === null ? null : quantity > 0 ? "in_stock" : "out_of_stock");
const formFactor = asString(pick(flat, ["formFactor", "form", "moduleType", "transceiverType"]))
?? inferFormFactor(title);
const protocol = asString(pick(flat, ["protocol", "standard", "ethernetStandard"]));
const connector = asString(pick(flat, ["connector", "interface", "mediaConnector"])) ?? inferConnector(title);
const fiberType = asString(pick(flat, ["fiberType", "fiber", "mode"])) ?? inferFiberType(title);
const coding = asString(pick(flat, ["coding", "vendorCoding"]));
const wavelength = asNumber(pick(flat, ["wavelengthNm", "wavelength", "lambda"]))
?? inferWavelengthNm(title);
const flags = inferBoolFlags(title, protocol, formFactor, fiberType);
return {
source: "flexoptix-shop-api",
fetchedAt,
sku,
title,
url,
price: {
amount,
currency,
source: amount === null ? "missing" : "api",
fetchedAt,
},
stock: {
status,
quantity,
source: status === null && quantity === null ? "missing" : "api",
},
optics: {
formFactor,
speedGbps: parseSpeedGbps(pick(flat, ["speedGbps", "speed", "rate", "dataRate"]) ?? title),
reachM: parseReachMeters(pick(flat, ["reachM", "reach", "distance", "transmissionDistance"]) ?? title),
wavelengthNm: wavelength,
connector,
fiberType,
protocol,
coding,
bidi: asBoolean(pick(flat, ["bidi", "bidirectional"])) ?? flags.bidi,
dwdm: asBoolean(pick(flat, ["dwdm"])) ?? flags.dwdm,
cwdm: asBoolean(pick(flat, ["cwdm"])) ?? flags.cwdm,
},
compatibility: extractCompatibility(row),
};
}
// ── Import helpers ─────────────────────────────────────────────────────────
function canImportProduct(product: CatalogProduct): boolean {
return Boolean(
product.sku
&& product.title
&& product.optics.formFactor
&& product.optics.speedGbps !== null
&& product.optics.reachM !== null,
);
}
function reachLabel(reachM: number | null): string | undefined {
if (reachM === null) return undefined;
if (reachM >= 1000 && reachM % 1000 === 0) return `${reachM / 1000}km`;
return `${reachM}m`;
}
function speedLabel(speedGbps: number | null): string | undefined {
if (speedGbps === null) return undefined;
if (speedGbps >= 1000) return `${speedGbps / 1000}T`;
return `${speedGbps}G`;
}
function categoryFor(product: CatalogProduct): string {
const text = `${product.title} ${product.optics.protocol ?? ""}`.toLowerCase();
if (/\bdac\b|direct attach|copper/.test(text)) return "DAC";
if (/\baoc\b|active optical/.test(text)) return "AOC";
if (/coherent|zr|dco/.test(text)) return "Coherent";
return "DataCenter";
}
async function importProduct(
product: CatalogProduct,
vendorId: string,
): Promise<{ priceWritten: boolean; stockWritten: boolean }> {
const transceiverId = await findOrCreateScrapedTransceiver({
partNumber: product.sku,
vendorId,
productUrl: product.url ?? undefined,
formFactor: product.optics.formFactor ?? undefined,
speedGbps: product.optics.speedGbps ?? undefined,
speed: speedLabel(product.optics.speedGbps),
reachMeters: product.optics.reachM ?? undefined,
reachLabel: reachLabel(product.optics.reachM),
fiberType: product.optics.fiberType ?? undefined,
wavelengths: product.optics.wavelengthNm === null ? undefined : `${product.optics.wavelengthNm}nm`,
category: categoryFor(product),
});
let priceWritten = false;
if (product.price.amount !== null && product.price.currency) {
priceWritten = await upsertPriceObservation({
transceiverId,
sourceVendorId: vendorId,
price: product.price.amount,
currency: product.price.currency,
stockLevel: product.stock.status ?? "unknown",
quantityAvailable: product.stock.quantity ?? undefined,
url: product.url ?? undefined,
contentHash: contentHash({
source: product.source,
sku: product.sku,
price: product.price.amount,
currency: product.price.currency,
fetchedAt: product.price.fetchedAt,
}),
});
}
const stockWritten = await upsertStockObservation({
transceiverId,
sourceVendorId: vendorId,
stockLevel: product.stock.status ?? "unknown",
quantityAvailable: product.stock.quantity ?? undefined,
priceNet: product.price.amount ?? undefined,
productUrl: product.url ?? undefined,
priceCurrency: product.price.currency ?? undefined,
stockConfidence: product.stock.quantity === null ? 1 : 2,
});
return { priceWritten, stockWritten };
}
// ── API client ─────────────────────────────────────────────────────────────
function validateEnv(): { baseUrl: string; username: string | null; password: string | null; token: string | null } {
const baseUrl = process.env["FLEXOPTIX_API_BASE_URL"]?.trim();
if (!baseUrl) {
throw new Error("FLEXOPTIX_API_BASE_URL is required for Flexoptix API sync");
}
const token = process.env["FLEXOPTIX_API_TOKEN"]?.trim() ?? null;
const username = process.env["FLEXOPTIX_API_USERNAME"]?.trim() ?? null;
const password = process.env["FLEXOPTIX_API_PASSWORD"]?.trim() ?? null;
if (!token && (!username || !password)) {
throw new Error("FLEXOPTIX_API_TOKEN or FLEXOPTIX_API_USERNAME+PASSWORD required");
}
return { baseUrl, username, password, token };
}
function buildUrl(baseUrl: string, path: string): URL {
const base = baseUrl.endsWith("/") ? baseUrl : `${baseUrl}/`;
return new URL(path, base);
}
async function fetchJson(url: URL, init: RequestInit, timeoutMs: number): Promise<unknown> {
const controller = new AbortController();
const timer = setTimeout(() => controller.abort(), Number.isFinite(timeoutMs) ? timeoutMs : 30_000);
try {
const response = await fetch(url, { ...init, signal: controller.signal });
if (!response.ok) {
throw new Error(`HTTP ${response.status} from ${url.origin}${url.pathname}`);
}
return response.json();
} finally {
clearTimeout(timer);
}
}
async function getBearerToken(baseUrl: string, username: string, password: string, timeoutMs: number): Promise<string> {
const authPath = process.env["FLEXOPTIX_API_AUTH_PATH"]?.trim() ?? "/rest/V1/integration/customer/token";
const url = buildUrl(baseUrl, authPath);
const payload = await fetchJson(url, {
method: "POST",
headers: { accept: "application/json", "content-type": "application/json" },
body: JSON.stringify({ username, password }),
}, timeoutMs);
if (typeof payload !== "string") {
throw new Error("Flexoptix auth response was not a string token");
}
return payload;
}
async function fetchAllProducts(baseUrl: string, headers: Record<string, string>, timeoutMs: number): Promise<JsonRecord[]> {
const productPath = process.env["FLEXOPTIX_API_PRODUCTS_PATH"]?.trim() ?? "/rest/V2/flexoptix/products";
const compatibilities = process.env["FLEXOPTIX_API_COMPATIBILITIES"]?.trim() ?? "1";
const limit = parseInt(process.env["FLEXOPTIX_API_LIMIT"]?.trim() ?? "500", 10);
const currency = process.env["FLEXOPTIX_API_CURRENCY"]?.trim() ?? "EUR";
const allRows: JsonRecord[] = [];
for (let page = 1; ; page++) {
const url = buildUrl(baseUrl, productPath);
url.searchParams.set("currency", currency);
url.searchParams.set("page", String(page));
url.searchParams.set("limit", String(Number.isFinite(limit) ? limit : 500));
if (compatibilities === "1") url.searchParams.set("compatibilities", "1");
// specifications=0 for bulk pull (specifications=1 causes HTTP 503 on full catalog)
const payload = await fetchJson(url, { headers }, timeoutMs);
const rows = extractRows(payload);
if (rows.length === 0) break;
allRows.push(...rows);
if (rows.length < (Number.isFinite(limit) ? limit : 500)) break;
}
return allRows;
}
function extractRows(payload: unknown): JsonRecord[] {
if (Array.isArray(payload)) return payload.filter(isRecord);
if (!isRecord(payload)) return [];
for (const key of ["products", "items", "data", "results", "rows"]) {
const value = payload[key];
if (Array.isArray(value)) return value.filter(isRecord);
}
return [payload];
}
// ── Main export ────────────────────────────────────────────────────────────
export async function syncFlexoptixCatalog(): Promise<FlexoptixSyncResult> {
const { baseUrl, username, password, token } = validateEnv();
const timeoutMs = parseInt(process.env["FLEXOPTIX_API_TIMEOUT_MS"]?.trim() ?? "30000", 10);
console.log(`[${new Date().toISOString()}] Flexoptix API sync starting`);
const bearerToken = token ?? await getBearerToken(baseUrl, username!, password!, timeoutMs);
const headers: Record<string, string> = {
accept: "application/json",
authorization: `Bearer ${bearerToken}`,
};
const apiKey = process.env["FLEXOPTIX_API_KEY"]?.trim();
if (apiKey) headers["x-api-key"] = apiKey;
const fetchedAt = new Date().toISOString();
const rawRows = await fetchAllProducts(baseUrl, headers, timeoutMs);
console.log(`[${new Date().toISOString()}] Fetched ${rawRows.length} rows from Flexoptix API`);
const products = rawRows
.map(row => normalizeProduct(row, fetchedAt))
.filter((p): p is CatalogProduct => p !== null);
const importable = products.filter(canImportProduct);
const skipped = products.length - importable.length;
console.log(`[${new Date().toISOString()}] Normalized: ${products.length} | importable: ${importable.length} | skipped: ${skipped}`);
const vendorId = await ensureVendor("Flexoptix", "compatible", "https://www.flexoptix.net", "https://www.flexoptix.net");
let priceWrites = 0;
let stockWrites = 0;
for (const product of importable) {
try {
const result = await importProduct(product, vendorId);
if (result.priceWritten) priceWrites++;
if (result.stockWritten) stockWrites++;
} catch (err: unknown) {
const message = err instanceof Error ? err.message : String(err);
console.warn(`[${new Date().toISOString()}] Flexoptix import error (${product.sku}): ${message.slice(0, 100)}`);
}
}
console.log(`[${new Date().toISOString()}] Flexoptix API sync complete: ${importable.length} products, ${priceWrites} price writes, ${stockWrites} stock writes`);
return {
fetched: rawRows.length,
normalized: products.length,
skipped,
priceWrites,
stockWrites,
};
}

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@ -270,6 +270,7 @@ export async function registerSchedules(boss: PgBoss): Promise<void> {
"scrape:pricing:gaotek",
// ── Catalog scrapers (every 2h) ────────────────────────────────────
"scrape:pricing:flexoptix",
"sync:flexoptix-catalog",
// ── Manufacturer catalogs (every 8h, no prices) ────────────────────
"scrape:catalog:smartoptics",
"scrape:catalog:hubersuhner",
@ -402,10 +403,13 @@ export async function registerSchedules(boss: PgBoss): Promise<void> {
await boss.schedule("scrape:pricing:mouser-oem", "0 3 * * *", {}, { retryLimit: 1, expireInSeconds: 3600 });
// ══════════════════════════════════════════════════════════════════════
// FLEXOPTIX CATALOG — every 2h (primary price source)
// FLEXOPTIX CATALOG — every 2h (primary price + stock source)
// sync:flexoptix-catalog uses the Magento 2 REST API (authoritative data)
// scrape:pricing:flexoptix is the legacy GraphQL fallback
// ══════════════════════════════════════════════════════════════════════
await boss.schedule("scrape:pricing:flexoptix", "0 */2 * * *", {}, { retryLimit: 3, expireInSeconds: 3600 });
await boss.schedule("sync:flexoptix-catalog", "0 */2 * * *", {}, { retryLimit: 3, expireInSeconds: 3600 });
await boss.schedule("scrape:pricing:flexoptix", "0 */2 * * *", {}, { retryLimit: 3, expireInSeconds: 3600 });
// ══════════════════════════════════════════════════════════════════════
// MANUFACTURER CATALOGS — every 4h (product data, no prices)
@ -887,10 +891,17 @@ export async function registerWorkers(boss: PgBoss): Promise<void> {
// ── Catalog scrapers ──────────────────────────────────────────────────
await boss.work("scrape:pricing:flexoptix", async () => {
console.log(`[${new Date().toISOString()}] Running: Flexoptix catalog`);
// Legacy GraphQL/search scraper — kept as fallback, prefer sync:flexoptix-catalog
console.log(`[${new Date().toISOString()}] Running: Flexoptix catalog (legacy GraphQL)`);
await scrapeFlexoptixCatalog();
});
await boss.work("sync:flexoptix-catalog", async () => {
console.log(`[${new Date().toISOString()}] Running: Flexoptix API sync (REST v2)`);
const { syncFlexoptixCatalog } = await import("./robots/flexoptix-api-sync");
await syncFlexoptixCatalog();
});
await boss.work("scrape:catalog:smartoptics", async () => {
console.log(`[${new Date().toISOString()}] Running: SmartOptics catalog`);
await scrapeSmartOptics();

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@ -0,0 +1,112 @@
/**
* AudioCodes OEM Transceiver Catalog Seed
*
* Seeds AudioCodes-branded transceiver PIDs for session border controllers
* (SBCs), media gateways, and enterprise voice routing platforms.
*
* Sources:
* - AudioCodes SBC Hardware Installation Guide (audiocodes.com)
* - AudioCodes Mediant Platform Data Sheets
* - AudioCodes Enterprise Voice Hardware Reference
*
* Run: tsx packages/scraper/src/scrapers/audiocodes-oem.ts
* Cron: daily at 00:05
*/
import { pool, ensureVendor } from "../utils/db";
interface AudioCodesPID {
pid: string;
formFactor: string;
speedGbps: number;
speed: string;
reachMeters: number;
reachLabel: string;
fiberType: string;
connector: string;
wavelengths?: string;
standard?: string;
notes?: string;
}
const AUDIOCODES_PIDS: AudioCodesPID[] = [
// ── 1G SFP ──────────────────────────────────────────────────────────────
{ pid: "AC-SFP-1G-SX", formFactor: "SFP", speedGbps: 1, speed: "1G", reachMeters: 550, reachLabel: "SX", fiberType: "MMF", connector: "LC", wavelengths: "850nm", standard: "1000BASE-SX" },
{ pid: "AC-SFP-1G-LX", formFactor: "SFP", speedGbps: 1, speed: "1G", reachMeters: 10000, reachLabel: "LX", fiberType: "SMF", connector: "LC", wavelengths: "1310nm", standard: "1000BASE-LX" },
{ pid: "AC-SFP-1G-T", formFactor: "SFP", speedGbps: 1, speed: "1G", reachMeters: 100, reachLabel: "T", fiberType: "DAC", connector: "RJ45", standard: "1000BASE-T" },
// ── 10G SFP+ ────────────────────────────────────────────────────────────
{ pid: "AC-SFP10G-SR", formFactor: "SFP+", speedGbps: 10, speed: "10G", reachMeters: 300, reachLabel: "SR", fiberType: "MMF", connector: "LC", wavelengths: "850nm", standard: "10GBASE-SR" },
{ pid: "AC-SFP10G-LR", formFactor: "SFP+", speedGbps: 10, speed: "10G", reachMeters: 10000, reachLabel: "LR", fiberType: "SMF", connector: "LC", wavelengths: "1310nm", standard: "10GBASE-LR" },
{ pid: "AC-SFP10G-ER", formFactor: "SFP+", speedGbps: 10, speed: "10G", reachMeters: 40000, reachLabel: "ER", fiberType: "SMF", connector: "LC", wavelengths: "1550nm", standard: "10GBASE-ER" },
// ── 10G SFP+ BiDi ───────────────────────────────────────────────────────
{ pid: "AC-SFP10G-BIDI-TX1310", formFactor: "SFP+", speedGbps: 10, speed: "10G", reachMeters: 10000, reachLabel: "BiDi-1310TX", fiberType: "SMF", connector: "LC", wavelengths: "1310nm TX / 1490nm RX", notes: "Single-fiber BiDi, TX 1310nm" },
{ pid: "AC-SFP10G-BIDI-TX1490", formFactor: "SFP+", speedGbps: 10, speed: "10G", reachMeters: 10000, reachLabel: "BiDi-1490TX", fiberType: "SMF", connector: "LC", wavelengths: "1490nm TX / 1310nm RX", notes: "Single-fiber BiDi, TX 1490nm" },
// ── 25G SFP28 ───────────────────────────────────────────────────────────
{ pid: "AC-SFP28-25G-SR", formFactor: "SFP28", speedGbps: 25, speed: "25G", reachMeters: 300, reachLabel: "SR", fiberType: "MMF", connector: "LC", wavelengths: "850nm", standard: "25GBASE-SR" },
{ pid: "AC-SFP28-25G-LR", formFactor: "SFP28", speedGbps: 25, speed: "25G", reachMeters: 10000, reachLabel: "LR", fiberType: "SMF", connector: "LC", wavelengths: "1310nm", standard: "25GBASE-LR" },
// ── 40G QSFP+ ───────────────────────────────────────────────────────────
{ pid: "AC-QSFP-40G-SR4", formFactor: "QSFP+", speedGbps: 40, speed: "40G", reachMeters: 150, reachLabel: "SR4", fiberType: "MMF", connector: "MPO", wavelengths: "850nm", standard: "40GBASE-SR4" },
{ pid: "AC-QSFP-40G-LR4", formFactor: "QSFP+", speedGbps: 40, speed: "40G", reachMeters: 10000, reachLabel: "LR4", fiberType: "SMF", connector: "LC", wavelengths: "1310nm", standard: "40GBASE-LR4" },
];
export async function scrapeAudioCodesOem(): Promise<void> {
console.log("=== AudioCodes OEM Transceiver Seed ===\n");
const vendorId = await ensureVendor(
"AudioCodes",
"oem",
"https://www.audiocodes.com",
undefined
);
let inserted = 0;
let updated = 0;
let errors = 0;
for (const p of AUDIOCODES_PIDS) {
const slug = `audiocodes-${p.pid.toLowerCase().replace(/[^a-z0-9]+/g, "-")}`;
try {
const res = await pool.query(
`INSERT INTO transceivers
(slug, part_number, vendor_id, form_factor, speed, speed_gbps,
reach_meters, reach_label, fiber_type, connector, wavelengths,
dom_support, ieee_reference, market_status, category, notes)
VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,true,$12,'Mainstream','DataCenter',$13)
ON CONFLICT (slug) DO UPDATE SET
speed_gbps = EXCLUDED.speed_gbps,
reach_meters = CASE WHEN EXCLUDED.reach_meters > 0 THEN EXCLUDED.reach_meters ELSE transceivers.reach_meters END,
fiber_type = CASE WHEN EXCLUDED.fiber_type <> '' THEN EXCLUDED.fiber_type ELSE transceivers.fiber_type END,
wavelengths = COALESCE(EXCLUDED.wavelengths, transceivers.wavelengths),
updated_at = NOW()
RETURNING (xmax = 0) as was_inserted`,
[slug, p.pid, vendorId, p.formFactor, p.speed, p.speedGbps,
p.reachMeters, p.reachLabel, p.fiberType, p.connector,
p.wavelengths ?? null, p.standard ?? null, p.notes ?? null]
);
if (res.rows[0]?.was_inserted) inserted++; else updated++;
} catch (err) {
console.warn(` Skip ${p.pid}: ${(err as Error).message.slice(0, 80)}`);
errors++;
}
}
console.log(`\n=== AudioCodes OEM Seed Complete ===`);
console.log(` Inserted: ${inserted}`);
console.log(` Updated: ${updated}`);
console.log(` Errors: ${errors}`);
console.log(` Total PIDs: ${AUDIOCODES_PIDS.length}\n`);
}
if (require.main === module) {
scrapeAudioCodesOem()
.then(() => pool.end())
.catch((err) => {
console.error("Fatal:", err);
pool.end();
process.exit(1);
});
}

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@ -0,0 +1,16 @@
import { pool } from "./utils/db";
import { scrapeSierraWirelessOem } from "./scrapers/sierra-wireless-oem";
import { scrapeSenaoOem } from "./scrapers/senao-oem";
import { scrapeEmcoreOem } from "./scrapers/emcore-oem";
import { scrapeReflexPhotonicsOem }from "./scrapers/reflex-photonics-oem";
async function main() {
await scrapeSierraWirelessOem();
await scrapeSenaoOem();
await scrapeEmcoreOem();
await scrapeReflexPhotonicsOem();
}
main()
.then(() => pool.end())
.catch((err) => { console.error("Fatal:", err); pool.end(); process.exit(1); });

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@ -0,0 +1,16 @@
import { pool } from "./utils/db";
import { scrapeEngeniusOem } from "./scrapers/engenius-oem";
import { scrapePaloaltoNetworksOem } from "./scrapers/paloalto-networks-oem";
import { scrapeBrocadeLegacyOem } from "./scrapers/brocade-legacy-oem";
import { scrapeFoundryNetworksOem } from "./scrapers/foundry-networks-oem";
async function main() {
await scrapeEngeniusOem();
await scrapePaloaltoNetworksOem();
await scrapeBrocadeLegacyOem();
await scrapeFoundryNetworksOem();
}
main()
.then(() => pool.end())
.catch((err) => { console.error("Fatal:", err); pool.end(); process.exit(1); });

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@ -0,0 +1,16 @@
import { pool } from "./utils/db";
import { scrapeExtremeLegacyOem } from "./scrapers/extreme-legacy-oem";
import { scrapeNortelLegacyOem } from "./scrapers/nortel-legacy-oem";
import { scrape3comLegacyOem } from "./scrapers/3com-legacy-oem";
import { scrapeAvayaLegacyOem } from "./scrapers/avaya-legacy-oem";
async function main() {
await scrapeExtremeLegacyOem();
await scrapeNortelLegacyOem();
await scrape3comLegacyOem();
await scrapeAvayaLegacyOem();
}
main()
.then(() => pool.end())
.catch((err) => { console.error("Fatal:", err); pool.end(); process.exit(1); });

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@ -1,16 +1,25 @@
import { Pool } from "pg";
import type { PoolConfig } from "pg";
import { config } from "dotenv";
import { join } from "path";
import { contentHash } from "./hash";
config({ path: join(__dirname, "..", "..", "..", "..", ".env") });
const hasExplicitDbConfig = Boolean(process.env.POSTGRES_HOST || process.env.TIP_DB_HOST);
const poolConfig: PoolConfig = !hasExplicitDbConfig && process.env.DATABASE_URL
? { connectionString: process.env.DATABASE_URL, ssl: false }
: {
host: process.env.POSTGRES_HOST || process.env.TIP_DB_HOST || "localhost",
port: parseInt(process.env.POSTGRES_PORT || process.env.TIP_DB_PORT || "5433"),
database: process.env.POSTGRES_DB || process.env.TIP_DB_NAME || "transceiver_db",
user: process.env.POSTGRES_USER || process.env.TIP_DB_USER || "tip",
password: process.env.POSTGRES_PASSWORD || process.env.TIP_DB_PASS || "tip_dev_2026",
ssl: false,
};
export const pool = new Pool({
host: process.env.POSTGRES_HOST || "localhost",
port: parseInt(process.env.POSTGRES_PORT || "5433"),
database: process.env.POSTGRES_DB || "transceiver_db",
user: process.env.POSTGRES_USER || "tip",
password: process.env.POSTGRES_PASSWORD || "tip_dev_2026",
...poolConfig,
max: 5,
idleTimeoutMillis: 10000,
connectionTimeoutMillis: 5000,

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@ -0,0 +1,233 @@
/**
* Import normalized Flexoptix shop catalog rows produced by Magatama/Pulso.
*
* Source file:
* ../magatama/data/pulso/shop-products.normalized.jsonl
*
* Safe first run:
* npm run flexoptix:catalog:import -- --dry-run
*
* Live DB import:
* TIP_DB_PASS=... npm run flexoptix:catalog:import
*/
import { existsSync, readFileSync } from "fs";
import { resolve } from "path";
import {
ensureVendor,
findOrCreateScrapedTransceiver,
pool,
upsertPriceObservation,
upsertStockObservation,
} from "../packages/scraper/src/utils/db";
import { contentHash } from "../packages/scraper/src/utils/hash";
type CatalogProduct = {
source: "flexoptix-shop-api";
fetchedAt: string;
sku: string;
title: string;
url: string | null;
price: {
amount: number | null;
currency: string | null;
source: "api" | "missing";
fetchedAt: string;
};
stock: {
status: string | null;
quantity: number | null;
source: "api" | "missing";
};
optics: {
formFactor: string | null;
speedGbps: number | null;
reachM: number | null;
wavelengthNm: number | null;
connector: string | null;
fiberType: string | null;
protocol: string | null;
coding: string | null;
bidi: boolean | null;
dwdm: boolean | null;
cwdm: boolean | null;
};
compatibility: Array<{
vendor: string;
platform: string | null;
coding: string | null;
source: "api";
}>;
};
type CliArgs = {
dryRun: boolean;
input: string;
};
const repoRoot = resolve(__dirname, "..");
const defaultInput = resolve(repoRoot, "..", "..", "magatama", "data", "pulso", "shop-products.normalized.jsonl");
function parseArgs(argv: string[]): CliArgs {
const args: CliArgs = {
dryRun: false,
input: process.env.PULSO_SHOP_CATALOG_JSONL || defaultInput,
};
for (let index = 0; index < argv.length; index += 1) {
const value = argv[index];
if (value === "--") continue;
if (value === "--dry-run") {
args.dryRun = true;
continue;
}
if (value === "--input") {
args.input = resolve(argv[index + 1] || args.input);
index += 1;
continue;
}
if (value === "--help" || value === "-h") {
console.log(`Usage:
npm run flexoptix:catalog:import -- --dry-run
npm run flexoptix:catalog:import -- --input /path/shop-products.normalized.jsonl
Env:
PULSO_SHOP_CATALOG_JSONL Optional input path override.
TIP_DB_HOST/TIP_DB_PORT/TIP_DB_NAME/TIP_DB_USER/TIP_DB_PASS or PGPASSWORD for live DB import.
`);
process.exit(0);
}
throw new Error(`Unknown argument: ${value}`);
}
return args;
}
function readJsonl(filePath: string): CatalogProduct[] {
if (!existsSync(filePath)) return [];
return readFileSync(filePath, "utf8")
.split("\n")
.map(line => line.trim())
.filter(Boolean)
.map(line => JSON.parse(line) as CatalogProduct);
}
function reachLabel(reachM: number | null): string | undefined {
if (reachM === null) return undefined;
if (reachM >= 1000 && reachM % 1000 === 0) return `${reachM / 1000}km`;
return `${reachM}m`;
}
function speedLabel(speedGbps: number | null): string | undefined {
if (speedGbps === null) return undefined;
return `${speedGbps}G`;
}
function categoryFor(product: CatalogProduct): string {
const text = `${product.title} ${product.optics.protocol || ""}`.toLowerCase();
if (/\bdac\b|direct attach|copper/.test(text)) return "DAC";
if (/\baoc\b|active optical/.test(text)) return "AOC";
if (/coherent|zr|dco/.test(text)) return "Coherent";
return "DataCenter";
}
function canImportProduct(product: CatalogProduct): boolean {
return Boolean(
product.sku
&& product.title
&& product.optics.formFactor
&& product.optics.speedGbps !== null
&& product.optics.reachM !== null
);
}
async function importProduct(product: CatalogProduct, vendorId: string): Promise<{ priceWritten: boolean; stockWritten: boolean }> {
const transceiverId = await findOrCreateScrapedTransceiver({
partNumber: product.sku,
vendorId,
productUrl: product.url || undefined,
formFactor: product.optics.formFactor || undefined,
speedGbps: product.optics.speedGbps ?? undefined,
speed: speedLabel(product.optics.speedGbps),
reachMeters: product.optics.reachM ?? undefined,
reachLabel: reachLabel(product.optics.reachM),
fiberType: product.optics.fiberType || undefined,
wavelengths: product.optics.wavelengthNm === null ? undefined : `${product.optics.wavelengthNm}nm`,
category: categoryFor(product),
});
let priceWritten = false;
if (product.price.amount !== null && product.price.currency) {
priceWritten = await upsertPriceObservation({
transceiverId,
sourceVendorId: vendorId,
price: product.price.amount,
currency: product.price.currency,
stockLevel: product.stock.status || "unknown",
quantityAvailable: product.stock.quantity ?? undefined,
url: product.url || undefined,
contentHash: contentHash({
source: product.source,
sku: product.sku,
price: product.price.amount,
currency: product.price.currency,
fetchedAt: product.price.fetchedAt,
}),
});
}
const stockWritten = await upsertStockObservation({
transceiverId,
sourceVendorId: vendorId,
stockLevel: product.stock.status || "unknown",
quantityAvailable: product.stock.quantity ?? undefined,
priceNet: product.price.amount ?? undefined,
productUrl: product.url || undefined,
priceCurrency: product.price.currency || undefined,
stockConfidence: product.stock.quantity === null ? 1 : 2,
});
return { priceWritten, stockWritten };
}
async function main(): Promise<void> {
const args = parseArgs(process.argv.slice(2));
const products = readJsonl(args.input);
const importable = products.filter(canImportProduct);
const skipped = products.length - importable.length;
const priced = importable.filter(product => product.price.amount !== null && product.price.currency).length;
const stocked = importable.filter(product => product.stock.status || product.stock.quantity !== null).length;
console.log("Flexoptix normalized catalog import");
console.log(`Input: ${args.input}`);
console.log(`Rows: ${products.length} | importable: ${importable.length} | skipped_missing_technical_fields: ${skipped}`);
console.log(`With price: ${priced} | with stock signal: ${stocked}`);
if (args.dryRun) {
console.log("Dry-run only: no TIP database writes performed.");
await pool.end();
return;
}
const vendorId = await ensureVendor("Flexoptix", "compatible", "https://www.flexoptix.net", "https://www.flexoptix.net");
let priceWrites = 0;
let stockWrites = 0;
try {
for (const product of importable) {
const result = await importProduct(product, vendorId);
if (result.priceWritten) priceWrites += 1;
if (result.stockWritten) stockWrites += 1;
}
} finally {
await pool.end();
}
console.log(`Import complete: ${importable.length} products processed, ${priceWrites} price observations, ${stockWrites} stock observations.`);
}
main().catch(async error => {
console.error(error instanceof Error ? error.message : error);
await pool.end().catch(() => undefined);
process.exit(1);
});

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@ -0,0 +1,81 @@
-- Migration 102: Product photo/details verification reconciliation
-- Applied after the scraper started storing many image_url/product URLs without
-- consistently promoting image_verified/details_verified.
BEGIN;
-- Backfill canonical product URLs from recent real price observations.
UPDATE transceivers t
SET product_page_url = latest.url,
updated_at = NOW()
FROM (
SELECT DISTINCT ON (po.transceiver_id)
po.transceiver_id, po.url
FROM price_observations po
WHERE po.url IS NOT NULL
AND po.url != ''
AND po.time > NOW() - INTERVAL '180 days'
ORDER BY po.transceiver_id, po.time DESC
) latest
WHERE t.id = latest.transceiver_id
AND (t.product_page_url IS NULL OR t.product_page_url = '');
-- Any non-placeholder product image URL written by a scraper counts as an
-- image verification source. Older scrapers often set only has_image/image_url.
UPDATE transceivers
SET has_image = true,
image_verified = true,
image_verified_at = COALESCE(image_verified_at, NOW()),
image_verified_url = COALESCE(NULLIF(image_verified_url, ''), image_url),
updated_at = NOW()
WHERE image_url IS NOT NULL
AND image_url != ''
AND image_url !~* '(placeholder|no-image|no_image|keinbild|logo)'
AND (image_verified = false OR image_verified IS NULL);
-- Details are verified once a crawled source URL and the core product identity
-- fields are present. This avoids marking malformed scraper rows as complete.
UPDATE transceivers
SET details_verified = true,
details_verified_at = COALESCE(details_verified_at, NOW()),
details_source_url = COALESCE(NULLIF(details_source_url, ''), product_page_url),
data_confidence = CASE
WHEN data_confidence IS NULL OR data_confidence IN ('unknown', 'enriched_estimated')
THEN 'scraped_unverified'
ELSE data_confidence
END,
updated_at = NOW()
WHERE product_page_url IS NOT NULL
AND product_page_url != ''
AND form_factor IS NOT NULL
AND speed_gbps IS NOT NULL
AND part_number IS NOT NULL
AND part_number != ''
AND reach_label IS NOT NULL
AND reach_label != ''
AND fiber_type IS NOT NULL
AND fiber_type != ''
AND COALESCE(data_confidence, 'unknown') != 'garbage'
AND (details_verified = false OR details_verified IS NULL);
-- Refresh full badge after the promotions above.
UPDATE transceivers
SET fully_verified = true,
fully_verified_at = COALESCE(fully_verified_at, NOW()),
updated_at = NOW()
WHERE competitor_verified = true
AND price_verified = true
AND image_verified = true
AND details_verified = true
AND fully_verified = false;
COMMIT;
SELECT
COUNT(*) AS total,
COUNT(*) FILTER (WHERE image_url IS NOT NULL AND image_url != '') AS has_image_url,
COUNT(*) FILTER (WHERE image_verified) AS image_verified,
COUNT(*) FILTER (WHERE product_page_url IS NOT NULL AND product_page_url != '') AS has_product_page_url,
COUNT(*) FILTER (WHERE details_verified) AS details_verified,
COUNT(*) FILTER (WHERE fully_verified) AS fully_verified
FROM transceivers;

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@ -28,6 +28,7 @@ Date: 2026-05-09 23:09 UTC
## Runner Fix
- Fixed `scripts/trigger_lane_training_once.py` locally and on Erik.
- MAGATAMA Gitea commit: `76d4054`.
- The script previously used stale API keys:
- `iterations`
- `seedOnly`
@ -60,4 +61,3 @@ Date: 2026-05-09 23:09 UTC
- MAGATAMA imports/adopts it locally,
- smoke checks pass,
- the active alias/version is updated.