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
This commit is contained in:
Rene Fichtmueller
parent
b238815cb5
commit
aa977abc97
@ -13,6 +13,10 @@ import { hypeCycleRouter } from "./routes/hype-cycle";
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import { searchRouter } from "./routes/search";
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import { searchRouter } from "./routes/search";
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import { documentRouter } from "./routes/documents";
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import { documentRouter } from "./routes/documents";
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import { blogRouter } from "./routes/blog";
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import { blogRouter } from "./routes/blog";
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import { finderRouter } from "./routes/finder";
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import { competitorRouter } from "./routes/competitor-alerts";
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import { forecastRouter } from "./routes/forecast";
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import { transportRouter } from "./routes/transport";
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const app = express();
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const app = express();
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@ -42,6 +46,10 @@ app.use("/api/hype-cycle", hypeCycleRouter);
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app.use("/api/search", searchRouter);
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app.use("/api/search", searchRouter);
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app.use("/api/documents", documentRouter);
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app.use("/api/documents", documentRouter);
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app.use("/api/blog", blogRouter);
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app.use("/api/blog", blogRouter);
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app.use("/api/finder", finderRouter);
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app.use("/api/competitor-alerts", competitorRouter);
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app.use("/api/forecast", forecastRouter);
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app.use("/api/transport", transportRouter);
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// Dashboard (static HTML)
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// Dashboard (static HTML)
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app.use("/dashboard", express.static(join(__dirname, "..", "..", "dashboard")));
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app.use("/dashboard", express.static(join(__dirname, "..", "..", "dashboard")));
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@ -55,7 +63,7 @@ app.get("/", (_req, res) => {
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app.get("/api", (_req, res) => {
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app.get("/api", (_req, res) => {
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res.json({
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res.json({
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name: "Transceiver Intelligence Platform",
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name: "Transceiver Intelligence Platform",
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version: "0.1.0",
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version: "0.2.0-alpha.1",
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endpoints: [
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endpoints: [
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"GET /api/transceivers?q=&form_factor=&speed=&category=&fiber_type=&wdm_type=&coherent=",
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"GET /api/transceivers?q=&form_factor=&speed=&category=&fiber_type=&wdm_type=&coherent=",
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"GET /api/transceivers/:id",
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"GET /api/transceivers/:id",
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160
packages/api/src/routes/competitor-alerts.ts
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160
packages/api/src/routes/competitor-alerts.ts
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@ -0,0 +1,160 @@
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/**
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* WS4: Competitor Intelligence — Alerts & Price Changes
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*/
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import { Router } from "express";
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import { pool } from "../db/client";
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export const competitorRouter = Router();
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/**
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* GET /api/competitor-alerts?vendor=&type=&severity=&days=&limit=&offset=
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*/
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competitorRouter.get("/", async (req, res) => {
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try {
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const {
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vendor, type, severity, days = "7",
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acknowledged, limit = "50", offset = "0"
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} = req.query;
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let sql = `
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SELECT ca.*,
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v.name AS vendor_name,
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v.slug AS vendor_slug
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FROM competitor_alerts ca
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LEFT JOIN vendors v ON ca.vendor_id = v.id
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WHERE ca.created_at > NOW() - INTERVAL '1 day' * $1
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`;
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const params: any[] = [parseInt(days as string)];
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let idx = 2;
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if (vendor) { sql += ` AND v.slug = $${idx}`; params.push(vendor); idx++; }
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if (type) { sql += ` AND ca.alert_type = $${idx}`; params.push(type); idx++; }
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if (severity) { sql += ` AND ca.severity = $${idx}`; params.push(severity); idx++; }
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if (acknowledged === 'false') { sql += ` AND ca.acknowledged = false`; }
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sql += ` ORDER BY ca.created_at DESC LIMIT $${idx} OFFSET $${idx + 1}`;
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params.push(parseInt(limit as string), parseInt(offset as string));
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const result = await pool.query(sql, params);
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// Summary stats
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const stats = await pool.query(`
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SELECT
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alert_type,
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COUNT(*) AS count,
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COUNT(*) FILTER (WHERE acknowledged = false) AS unread
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FROM competitor_alerts
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WHERE created_at > NOW() - INTERVAL '1 day' * $1
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GROUP BY alert_type
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ORDER BY count DESC
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`, [parseInt(days as string)]);
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res.json({
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alerts: result.rows,
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total: result.rowCount,
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stats: stats.rows,
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period_days: parseInt(days as string),
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});
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} catch (err) {
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console.error("Competitor alerts error:", err);
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res.status(500).json({ error: "Internal server error" });
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}
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});
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/**
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* GET /api/competitor-alerts/price-changes?vendor=&speed=&days=
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*/
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competitorRouter.get("/price-changes", async (req, res) => {
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try {
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const { vendor, speed, days = "30", limit = "50" } = req.query;
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let sql = `
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SELECT pc.*,
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v.name AS vendor_name,
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t.slug, t.form_factor, t.speed_gbps, t.reach_label
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FROM price_changes pc
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JOIN vendors v ON pc.vendor_id = v.id
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JOIN transceivers t ON pc.transceiver_id = t.id
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WHERE pc.detected_at > NOW() - INTERVAL '1 day' * $1
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`;
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const params: any[] = [parseInt(days as string)];
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let idx = 2;
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if (vendor) { sql += ` AND v.slug = $${idx}`; params.push(vendor); idx++; }
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if (speed) { sql += ` AND t.speed_gbps = $${idx}`; params.push(parseFloat(speed as string)); idx++; }
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sql += ` ORDER BY ABS(pc.delta_pct) DESC LIMIT $${idx}`;
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params.push(parseInt(limit as string));
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const result = await pool.query(sql, params);
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res.json({ price_changes: result.rows, total: result.rowCount });
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} catch (err) {
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console.error("Price changes error:", err);
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res.status(500).json({ error: "Internal server error" });
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}
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});
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/**
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* PUT /api/competitor-alerts/:id/acknowledge
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*/
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competitorRouter.put("/:id/acknowledge", async (req, res) => {
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try {
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const { notes } = req.body || {};
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await pool.query(
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`UPDATE competitor_alerts SET acknowledged = true, notes = COALESCE($2, notes) WHERE id = $1`,
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[req.params.id, notes]
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);
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res.json({ success: true });
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} catch (err) {
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res.status(500).json({ error: "Internal server error" });
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}
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});
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/**
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* GET /api/competitor-alerts/summary
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*
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* High-level competitor intelligence overview
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*/
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competitorRouter.get("/summary", async (req, res) => {
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try {
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const [alertsByVendor, recentDrops, newProducts, coverage] = await Promise.all([
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pool.query(`
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SELECT v.name, v.slug, COUNT(*) AS alert_count,
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COUNT(*) FILTER (WHERE ca.alert_type = 'price_drop') AS drops,
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COUNT(*) FILTER (WHERE ca.alert_type = 'price_increase') AS increases,
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COUNT(*) FILTER (WHERE ca.alert_type = 'new_product') AS new_products
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FROM competitor_alerts ca
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JOIN vendors v ON ca.vendor_id = v.id
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WHERE ca.created_at > NOW() - INTERVAL '7 days'
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GROUP BY v.name, v.slug ORDER BY alert_count DESC LIMIT 20
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`),
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pool.query(`
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SELECT pc.*, v.name AS vendor_name, t.form_factor, t.speed_gbps, t.reach_label
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FROM price_changes pc
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JOIN vendors v ON pc.vendor_id = v.id
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JOIN transceivers t ON pc.transceiver_id = t.id
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WHERE pc.delta_pct < -5 AND pc.detected_at > NOW() - INTERVAL '7 days'
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ORDER BY pc.delta_pct ASC LIMIT 10
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`),
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pool.query(`
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SELECT ca.*, v.name AS vendor_name
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FROM competitor_alerts ca
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JOIN vendors v ON ca.vendor_id = v.id
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WHERE ca.alert_type = 'new_product' AND ca.created_at > NOW() - INTERVAL '30 days'
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ORDER BY ca.created_at DESC LIMIT 20
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`),
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pool.query(`SELECT * FROM v_price_coverage WHERE has_recent_price = false LIMIT 20`),
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]);
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res.json({
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period: "7 days",
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by_vendor: alertsByVendor.rows,
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biggest_price_drops: recentDrops.rows,
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new_competitor_products: newProducts.rows,
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products_missing_prices: coverage.rows,
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});
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} catch (err) {
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console.error("Summary error:", err);
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res.status(500).json({ error: "Internal server error" });
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}
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});
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237
packages/api/src/routes/finder.ts
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237
packages/api/src/routes/finder.ts
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/**
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* WS1: Switch → Flexoptix Transceiver Finder
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*
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* "Customer has a Cisco Nexus 93180YC-FX3 — which Flexoptix transceivers fit?"
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*/
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import { Router } from "express";
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import { pool } from "../db/client";
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export const finderRouter = Router();
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/**
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* GET /api/finder?switch=<model>&speed=&form_factor=
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*
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* Finds Flexoptix-compatible transceivers for a given switch model.
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* If no direct Flexoptix match, shows generic compatible transceivers
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* with a note about Flexoptix FlexBox coding capability.
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*/
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finderRouter.get("/", async (req, res) => {
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try {
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const { switch: switchQuery, speed, form_factor, limit = "20" } = req.query;
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if (!switchQuery) {
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return res.status(400).json({ error: "Parameter 'switch' is required" });
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}
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// Step 1: Find the switch
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const switchResult = await pool.query(
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`SELECT sw.id, sw.model, sw.series, sw.ports_config, sw.max_speed_gbps,
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v.name AS vendor_name, sw.image_url, sw.datasheet_r2_key
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FROM switches sw
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JOIN vendors v ON sw.vendor_id = v.id
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WHERE sw.model ILIKE $1
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OR sw.model ILIKE '%' || $1 || '%'
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OR sw.search_vector @@ plainto_tsquery('english', $1)
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ORDER BY
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CASE WHEN sw.model ILIKE $1 THEN 0
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WHEN sw.model ILIKE $1 || '%' THEN 1
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ELSE 2 END
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LIMIT 5`,
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[switchQuery]
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);
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if (switchResult.rows.length === 0) {
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return res.status(404).json({
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error: "Switch not found",
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suggestion: "Try a partial model name like 'N9K-C93180' or 'QFX5120'"
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});
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}
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const sw = switchResult.rows[0];
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// Step 2: Find compatible transceivers via compatibility table
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let compatSql = `
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SELECT
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t.id, t.slug, t.form_factor, t.speed, t.speed_gbps, t.reach_label, t.reach_meters,
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t.fiber_type, t.wavelengths, t.connector, t.power_consumption_w,
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t.image_url, t.image_r2_key, t.part_number,
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tv.name AS transceiver_vendor,
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tv.type AS vendor_type,
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c.status AS compat_status,
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c.firmware_min,
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c.verified_by,
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c.notes AS compat_notes,
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-- Latest price
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(SELECT po.price FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS latest_price,
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(SELECT po.currency FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS latest_currency,
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(SELECT po.stock_level FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS stock_level,
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-- Flexoptix mapping
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fpm.flexoptix_sku,
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fpm.flexoptix_url,
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fpm.flexoptix_price_eur,
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fpm.match_type AS flexoptix_match
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FROM compatibility c
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JOIN transceivers t ON c.transceiver_id = t.id
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JOIN vendors tv ON t.vendor_id = tv.id
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LEFT JOIN flexoptix_product_map fpm ON (
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fpm.form_factor = t.form_factor
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AND fpm.speed_gbps = t.speed_gbps
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AND (fpm.reach_label = t.reach_label OR fpm.reach_label IS NULL)
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)
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WHERE c.switch_id = $1 AND c.status = 'compatible'
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`;
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const params: any[] = [sw.id];
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let idx = 2;
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if (speed) {
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compatSql += ` AND t.speed_gbps = $${idx}`;
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params.push(parseFloat(speed as string));
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idx++;
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}
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if (form_factor) {
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compatSql += ` AND t.form_factor = $${idx}`;
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params.push(form_factor);
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idx++;
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}
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compatSql += ` ORDER BY t.speed_gbps DESC, t.reach_meters ASC LIMIT $${idx}`;
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params.push(parseInt(limit as string));
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const compatResult = await pool.query(compatSql, params);
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// Step 3: Group results by speed class
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const bySpeed: Record<string, any[]> = {};
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for (const row of compatResult.rows) {
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const key = `${row.speed_gbps}G ${row.form_factor}`;
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if (!bySpeed[key]) bySpeed[key] = [];
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bySpeed[key].push({
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...row,
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flexoptix_available: !!row.flexoptix_sku,
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flexbox_codable: true, // All Flexoptix modules are FlexBox-codable
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buy_url: row.flexoptix_url || `https://www.flexoptix.net/en/catalogsearch/result/?q=${encodeURIComponent(row.form_factor + ' ' + row.speed_gbps + 'G ' + row.reach_label)}`,
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});
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}
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// Step 4: Extract port types from switch for "what can this switch accept?"
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const portTypes = sw.ports_config || {};
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res.json({
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switch: {
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id: sw.id,
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model: sw.model,
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series: sw.series,
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vendor: sw.vendor_name,
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max_speed_gbps: sw.max_speed_gbps,
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ports: portTypes,
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image_url: sw.image_url,
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},
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compatible_transceivers: compatResult.rows.map(r => ({
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id: r.id,
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slug: r.slug,
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form_factor: r.form_factor,
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speed: r.speed,
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speed_gbps: r.speed_gbps,
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reach: r.reach_label,
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fiber_type: r.fiber_type,
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connector: r.connector,
|
||||||
|
vendor: r.transceiver_vendor,
|
||||||
|
vendor_type: r.vendor_type,
|
||||||
|
image_url: r.image_url,
|
||||||
|
compat_status: r.compat_status,
|
||||||
|
firmware_min: r.firmware_min,
|
||||||
|
// Pricing
|
||||||
|
price: r.latest_price ? parseFloat(r.latest_price) : null,
|
||||||
|
currency: r.latest_currency,
|
||||||
|
stock: r.stock_level,
|
||||||
|
// Flexoptix
|
||||||
|
flexoptix_sku: r.flexoptix_sku,
|
||||||
|
flexoptix_url: r.flexoptix_url,
|
||||||
|
flexoptix_price_eur: r.flexoptix_price_eur ? parseFloat(r.flexoptix_price_eur) : null,
|
||||||
|
flexoptix_match: r.flexoptix_match,
|
||||||
|
flexbox_codable: true,
|
||||||
|
buy_url: r.flexoptix_url || `https://www.flexoptix.net/en/catalogsearch/result/?q=${encodeURIComponent(r.form_factor + ' ' + r.speed_gbps + 'G ' + r.reach_label)}`,
|
||||||
|
})),
|
||||||
|
by_speed_class: bySpeed,
|
||||||
|
total: compatResult.rowCount,
|
||||||
|
flexoptix_note: "All Flexoptix transceivers support FlexBox coding for OEM compatibility.",
|
||||||
|
});
|
||||||
|
} catch (err) {
|
||||||
|
console.error("Finder error:", err);
|
||||||
|
res.status(500).json({ error: "Internal server error" });
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
/**
|
||||||
|
* GET /api/finder/suggest?q=<free text>
|
||||||
|
*
|
||||||
|
* Free-text query: "100G LR4 for Cisco Nexus" → suggests switch + transceiver combos
|
||||||
|
*/
|
||||||
|
finderRouter.get("/suggest", async (req, res) => {
|
||||||
|
try {
|
||||||
|
const { q } = req.query;
|
||||||
|
if (!q) return res.status(400).json({ error: "Parameter 'q' is required" });
|
||||||
|
|
||||||
|
// Extract speed, form factor, vendor hints from query
|
||||||
|
const queryStr = (q as string).toLowerCase();
|
||||||
|
let speed: number | null = null;
|
||||||
|
let vendor: string | null = null;
|
||||||
|
let reach: string | null = null;
|
||||||
|
|
||||||
|
// Speed detection
|
||||||
|
const speedMatch = queryStr.match(/(\d+)\s*g\b/i);
|
||||||
|
if (speedMatch) speed = parseInt(speedMatch[1]!);
|
||||||
|
|
||||||
|
// Reach detection
|
||||||
|
if (queryStr.includes('sr')) reach = 'SR';
|
||||||
|
else if (queryStr.includes('lr')) reach = 'LR';
|
||||||
|
else if (queryStr.includes('er')) reach = 'ER';
|
||||||
|
else if (queryStr.includes('zr')) reach = 'ZR';
|
||||||
|
else if (queryStr.includes('dr')) reach = 'DR';
|
||||||
|
|
||||||
|
// Vendor detection
|
||||||
|
const vendorPatterns: [RegExp, string][] = [
|
||||||
|
[/cisco|nexus|catalyst/i, 'Cisco'],
|
||||||
|
[/juniper|qfx|ex\d{4}/i, 'Juniper'],
|
||||||
|
[/arista|dcs-/i, 'Arista'],
|
||||||
|
[/dell|powerswitch/i, 'Dell'],
|
||||||
|
[/hpe|aruba/i, 'HPE'],
|
||||||
|
];
|
||||||
|
for (const [pattern, name] of vendorPatterns) {
|
||||||
|
if (pattern.test(queryStr)) { vendor = name; break; }
|
||||||
|
}
|
||||||
|
|
||||||
|
// Search switches matching the query
|
||||||
|
const switches = await pool.query(
|
||||||
|
`SELECT sw.id, sw.model, sw.series, sw.max_speed_gbps, v.name AS vendor_name
|
||||||
|
FROM switches sw JOIN vendors v ON sw.vendor_id = v.id
|
||||||
|
WHERE sw.search_vector @@ plainto_tsquery('english', $1)
|
||||||
|
${vendor ? `AND v.name ILIKE '%' || $2 || '%'` : ''}
|
||||||
|
ORDER BY sw.max_speed_gbps DESC LIMIT 10`,
|
||||||
|
vendor ? [q, vendor] : [q]
|
||||||
|
);
|
||||||
|
|
||||||
|
// Search transceivers matching speed/reach
|
||||||
|
let tcvrSql = `SELECT t.id, t.slug, t.form_factor, t.speed_gbps, t.reach_label, t.fiber_type,
|
||||||
|
tv.name AS vendor, t.image_url
|
||||||
|
FROM transceivers t JOIN vendors v ON t.vendor_id = v.id JOIN vendors tv ON t.vendor_id = tv.id
|
||||||
|
WHERE 1=1`;
|
||||||
|
const tcvrParams: any[] = [];
|
||||||
|
let tidx = 1;
|
||||||
|
if (speed) { tcvrSql += ` AND t.speed_gbps = $${tidx}`; tcvrParams.push(speed); tidx++; }
|
||||||
|
if (reach) { tcvrSql += ` AND t.reach_label ILIKE $${tidx}`; tcvrParams.push(reach + '%'); tidx++; }
|
||||||
|
tcvrSql += ` ORDER BY t.speed_gbps DESC LIMIT 10`;
|
||||||
|
|
||||||
|
const transceivers = await pool.query(tcvrSql, tcvrParams);
|
||||||
|
|
||||||
|
res.json({
|
||||||
|
query: q,
|
||||||
|
parsed: { speed, vendor, reach },
|
||||||
|
switches: switches.rows,
|
||||||
|
transceivers: transceivers.rows,
|
||||||
|
tip: "Use GET /api/finder?switch=<model> for detailed compatibility results",
|
||||||
|
});
|
||||||
|
} catch (err) {
|
||||||
|
console.error("Suggest error:", err);
|
||||||
|
res.status(500).json({ error: "Internal server error" });
|
||||||
|
}
|
||||||
|
});
|
||||||
201
packages/api/src/routes/forecast.ts
Normal file
201
packages/api/src/routes/forecast.ts
Normal file
@ -0,0 +1,201 @@
|
|||||||
|
/**
|
||||||
|
* WS5 + WS6: Sales Forecast Engine + Price Trajectory
|
||||||
|
*/
|
||||||
|
import { Router } from "express";
|
||||||
|
import { pool } from "../db/client";
|
||||||
|
import { computeHypeCycle, findTechnology, TECH_GENERATIONS } from "../hype-cycle/norton-bass";
|
||||||
|
|
||||||
|
export const forecastRouter = Router();
|
||||||
|
|
||||||
|
/**
|
||||||
|
* GET /api/forecast/:technology
|
||||||
|
*
|
||||||
|
* Returns sales forecast for 3/9/12/18 months + price trajectory + buy signal
|
||||||
|
*/
|
||||||
|
forecastRouter.get("/:technology", async (req, res) => {
|
||||||
|
try {
|
||||||
|
const techQuery = req.params.technology;
|
||||||
|
const currentYear = new Date().getFullYear();
|
||||||
|
|
||||||
|
// Find technology in Norton-Bass model
|
||||||
|
const tech = findTechnology(techQuery);
|
||||||
|
if (!tech) {
|
||||||
|
return res.status(404).json({
|
||||||
|
error: "Technology not found",
|
||||||
|
available: TECH_GENERATIONS.map(t => t.name),
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// Compute hype cycle
|
||||||
|
const hype = computeHypeCycle(tech, currentYear);
|
||||||
|
|
||||||
|
// Get price data from DB
|
||||||
|
const priceHistory = await pool.query(`
|
||||||
|
SELECT
|
||||||
|
date_trunc('week', po.time) AS week,
|
||||||
|
AVG(po.price) AS avg_price,
|
||||||
|
MIN(po.price) AS min_price,
|
||||||
|
MAX(po.price) AS max_price,
|
||||||
|
COUNT(*) AS observations,
|
||||||
|
po.currency
|
||||||
|
FROM price_observations po
|
||||||
|
JOIN transceivers t ON po.transceiver_id = t.id
|
||||||
|
WHERE t.speed_gbps = $1
|
||||||
|
GROUP BY week, po.currency
|
||||||
|
ORDER BY week DESC
|
||||||
|
LIMIT 52
|
||||||
|
`, [tech.speedGbps]);
|
||||||
|
|
||||||
|
// Compute price trajectory based on hype cycle phase
|
||||||
|
const currentPrices = priceHistory.rows.length > 0
|
||||||
|
? priceHistory.rows.map(r => parseFloat(r.avg_price))
|
||||||
|
: [];
|
||||||
|
const currentASP = currentPrices.length > 0 ? currentPrices[0]! : tech.speedGbps * 0.5; // rough estimate
|
||||||
|
|
||||||
|
// Price decline model based on phase
|
||||||
|
const phaseDeclineRates: Record<string, number> = {
|
||||||
|
'INNOVATION_TRIGGER': 0.05,
|
||||||
|
'PEAK_OF_INFLATED_EXPECTATIONS': 0.12,
|
||||||
|
'TROUGH_OF_DISILLUSIONMENT': 0.25,
|
||||||
|
'SLOPE_OF_ENLIGHTENMENT': 0.15,
|
||||||
|
'PLATEAU_OF_PRODUCTIVITY': 0.05,
|
||||||
|
'LEGACY_DECLINE': 0.03,
|
||||||
|
};
|
||||||
|
const annualDecline = phaseDeclineRates[hype.phase] ?? 0.10;
|
||||||
|
const monthlyDecline = 1 - Math.pow(1 - annualDecline, 1/12);
|
||||||
|
|
||||||
|
const asp3m = currentASP * Math.pow(1 - monthlyDecline, 3);
|
||||||
|
const asp9m = currentASP * Math.pow(1 - monthlyDecline, 9);
|
||||||
|
const asp12m = currentASP * Math.pow(1 - monthlyDecline, 12);
|
||||||
|
const asp18m = currentASP * Math.pow(1 - monthlyDecline, 18);
|
||||||
|
|
||||||
|
// Price floor estimate (based on mature technology pricing patterns)
|
||||||
|
// Typically 15-25% of peak price at full maturity
|
||||||
|
const priceFloor = currentASP * 0.20;
|
||||||
|
const monthsToFloor = annualDecline > 0
|
||||||
|
? Math.ceil(Math.log(priceFloor / currentASP) / Math.log(1 - monthlyDecline))
|
||||||
|
: 999;
|
||||||
|
|
||||||
|
// Volume forecast based on adoption curve
|
||||||
|
const adoptionNow = hype.adoptionPct / 100;
|
||||||
|
const adoption3m = Math.min(1, adoptionNow + (hype.forecast?.[0]?.adoptionPct ?? 0) / 100 * 0.25);
|
||||||
|
const adoption9m = Math.min(1, adoptionNow + (hype.forecast?.[0]?.adoptionPct ?? 0) / 100 * 0.75);
|
||||||
|
const adoption12m = Math.min(1, adoptionNow + (hype.forecast?.[1]?.adoptionPct ?? 0) / 100);
|
||||||
|
const adoption18m = Math.min(1, adoptionNow + (hype.forecast?.[2]?.adoptionPct ?? 0) / 100);
|
||||||
|
|
||||||
|
const totalMarketPorts = tech.m * 1000000; // market potential in units
|
||||||
|
const marketShare = 0.03; // estimated Flexoptix-addressable share
|
||||||
|
|
||||||
|
const units3m = Math.round(totalMarketPorts * adoption3m * marketShare * 0.25);
|
||||||
|
const units9m = Math.round(totalMarketPorts * adoption9m * marketShare * 0.75);
|
||||||
|
const units12m = Math.round(totalMarketPorts * adoption12m * marketShare);
|
||||||
|
const units18m = Math.round(totalMarketPorts * adoption18m * marketShare * 1.5);
|
||||||
|
|
||||||
|
// Confidence decreases with forecast horizon
|
||||||
|
const conf3m = Math.min(0.95, 0.85 + (priceHistory.rows.length / 100));
|
||||||
|
const conf9m = conf3m * 0.78;
|
||||||
|
const conf12m = conf3m * 0.65;
|
||||||
|
const conf18m = conf3m * 0.50;
|
||||||
|
|
||||||
|
// Buy signal
|
||||||
|
let buySignal: string;
|
||||||
|
let signalReason: string;
|
||||||
|
if (hype.phase === 'SLOPE_OF_ENLIGHTENMENT' || hype.phase === 'PLATEAU_OF_PRODUCTIVITY') {
|
||||||
|
buySignal = 'BUY_NOW';
|
||||||
|
signalReason = `${tech.name} is in ${hype.phase.replace(/_/g, ' ').toLowerCase()} — prices near floor, volume growing, stable supply chain.`;
|
||||||
|
} else if (hype.phase === 'TROUGH_OF_DISILLUSIONMENT') {
|
||||||
|
buySignal = 'WAIT';
|
||||||
|
signalReason = `${tech.name} prices dropping >10%/quarter. Wait for trough bottom (estimated ${Math.ceil(monthsToFloor * 0.3)} months).`;
|
||||||
|
} else if (hype.phase === 'PEAK_OF_INFLATED_EXPECTATIONS') {
|
||||||
|
buySignal = 'WAIT';
|
||||||
|
signalReason = `${tech.name} is at peak hype — prices will drop significantly. Only buy if urgent.`;
|
||||||
|
} else if (hype.phase === 'INNOVATION_TRIGGER') {
|
||||||
|
buySignal = 'HOLD';
|
||||||
|
signalReason = `${tech.name} is early-stage — limited availability, premium pricing. Wait unless you need bleeding-edge.`;
|
||||||
|
} else {
|
||||||
|
buySignal = 'HOLD';
|
||||||
|
signalReason = `${tech.name} is in legacy/decline — consider migrating to next generation.`;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Store forecast in DB
|
||||||
|
await pool.query(`
|
||||||
|
INSERT INTO sales_forecasts (
|
||||||
|
technology, speed_gbps, form_factor,
|
||||||
|
forecast_3m_units, forecast_3m_revenue, forecast_9m_units, forecast_9m_revenue,
|
||||||
|
forecast_12m_units, forecast_12m_revenue, forecast_18m_units, forecast_18m_revenue,
|
||||||
|
current_asp, asp_3m, asp_12m, price_floor, months_to_floor,
|
||||||
|
confidence_3m, confidence_9m, confidence_12m, confidence_18m,
|
||||||
|
buy_signal, signal_reason, data_points
|
||||||
|
) VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19,$20,$21,$22,$23)
|
||||||
|
`, [
|
||||||
|
tech.name, tech.speedGbps, tech.formFactor,
|
||||||
|
units3m, units3m * asp3m, units9m, units9m * asp9m,
|
||||||
|
units12m, units12m * asp12m, units18m, units18m * asp18m,
|
||||||
|
currentASP, asp3m, asp12m, priceFloor, monthsToFloor,
|
||||||
|
conf3m, conf9m, conf12m, conf18m,
|
||||||
|
buySignal, signalReason, priceHistory.rows.length,
|
||||||
|
]).catch(() => {}); // Non-critical
|
||||||
|
|
||||||
|
res.json({
|
||||||
|
technology: tech.name,
|
||||||
|
speed_gbps: tech.speedGbps,
|
||||||
|
form_factor: tech.formFactor,
|
||||||
|
hype_cycle: {
|
||||||
|
phase: hype.phase,
|
||||||
|
position_pct: hype.positionPct,
|
||||||
|
adoption_pct: hype.adoptionPct,
|
||||||
|
},
|
||||||
|
forecasts: {
|
||||||
|
"3_months": { units: units3m, revenue_eur: Math.round(units3m * asp3m), confidence: Math.round(conf3m * 100) / 100 },
|
||||||
|
"9_months": { units: units9m, revenue_eur: Math.round(units9m * asp9m), confidence: Math.round(conf9m * 100) / 100 },
|
||||||
|
"12_months": { units: units12m, revenue_eur: Math.round(units12m * asp12m), confidence: Math.round(conf12m * 100) / 100 },
|
||||||
|
"18_months": { units: units18m, revenue_eur: Math.round(units18m * asp18m), confidence: Math.round(conf18m * 100) / 100 },
|
||||||
|
},
|
||||||
|
price_trajectory: {
|
||||||
|
current_asp: Math.round(currentASP * 100) / 100,
|
||||||
|
asp_3m: Math.round(asp3m * 100) / 100,
|
||||||
|
asp_9m: Math.round(asp9m * 100) / 100,
|
||||||
|
asp_12m: Math.round(asp12m * 100) / 100,
|
||||||
|
asp_18m: Math.round(asp18m * 100) / 100,
|
||||||
|
price_floor: Math.round(priceFloor * 100) / 100,
|
||||||
|
months_to_floor: Math.max(0, monthsToFloor),
|
||||||
|
annual_decline_pct: Math.round(annualDecline * 100),
|
||||||
|
},
|
||||||
|
buy_signal: {
|
||||||
|
signal: buySignal,
|
||||||
|
reason: signalReason,
|
||||||
|
},
|
||||||
|
price_history: priceHistory.rows.slice(0, 12),
|
||||||
|
model: "Norton-Bass Multigenerational Diffusion v1",
|
||||||
|
});
|
||||||
|
} catch (err) {
|
||||||
|
console.error("Forecast error:", err);
|
||||||
|
res.status(500).json({ error: "Internal server error" });
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
/**
|
||||||
|
* GET /api/forecast
|
||||||
|
*
|
||||||
|
* Overview of all technology forecasts
|
||||||
|
*/
|
||||||
|
forecastRouter.get("/", async (_req, res) => {
|
||||||
|
try {
|
||||||
|
const currentYear = new Date().getFullYear();
|
||||||
|
const results = TECH_GENERATIONS.map(tech => {
|
||||||
|
const hype = computeHypeCycle(tech, currentYear);
|
||||||
|
return {
|
||||||
|
technology: tech.name,
|
||||||
|
speed_gbps: tech.speedGbps,
|
||||||
|
form_factor: tech.formFactor,
|
||||||
|
phase: hype.phase,
|
||||||
|
adoption_pct: hype.adoptionPct,
|
||||||
|
position_pct: hype.positionPct,
|
||||||
|
};
|
||||||
|
});
|
||||||
|
|
||||||
|
res.json({ technologies: results });
|
||||||
|
} catch (err) {
|
||||||
|
res.status(500).json({ error: "Internal server error" });
|
||||||
|
}
|
||||||
|
});
|
||||||
233
packages/api/src/routes/transport.ts
Normal file
233
packages/api/src/routes/transport.ts
Normal file
@ -0,0 +1,233 @@
|
|||||||
|
/**
|
||||||
|
* WS3: Transport System Planner
|
||||||
|
*
|
||||||
|
* "Berlin to Darmstadt, 100G" → complete BOM with switches, fiber providers, Flexoptix transceivers
|
||||||
|
*/
|
||||||
|
import { Router } from "express";
|
||||||
|
import { pool } from "../db/client";
|
||||||
|
|
||||||
|
export const transportRouter = Router();
|
||||||
|
|
||||||
|
// Haversine distance calculation
|
||||||
|
function haversineKm(lat1: number, lon1: number, lat2: number, lon2: number): number {
|
||||||
|
const R = 6371;
|
||||||
|
const dLat = (lat2 - lat1) * Math.PI / 180;
|
||||||
|
const dLon = (lon2 - lon1) * Math.PI / 180;
|
||||||
|
const a = Math.sin(dLat/2)**2 + Math.cos(lat1*Math.PI/180) * Math.cos(lat2*Math.PI/180) * Math.sin(dLon/2)**2;
|
||||||
|
return R * 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1-a));
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* POST /api/transport/plan
|
||||||
|
* Body: { from, to, bandwidth_gbps, redundancy?, budget_preference? }
|
||||||
|
*/
|
||||||
|
transportRouter.post("/plan", async (req, res) => {
|
||||||
|
try {
|
||||||
|
const { from, to, bandwidth_gbps = 100, redundancy = false, budget_preference = "balanced" } = req.body;
|
||||||
|
|
||||||
|
if (!from || !to) {
|
||||||
|
return res.status(400).json({ error: "Parameters 'from' and 'to' are required" });
|
||||||
|
}
|
||||||
|
|
||||||
|
// 1. Resolve cities
|
||||||
|
const cityA = await pool.query(`SELECT * FROM cities WHERE name ILIKE $1 LIMIT 1`, [from]);
|
||||||
|
const cityB = await pool.query(`SELECT * FROM cities WHERE name ILIKE $1 LIMIT 1`, [to]);
|
||||||
|
|
||||||
|
if (!cityA.rows[0] || !cityB.rows[0]) {
|
||||||
|
const allCities = await pool.query(`SELECT name, country FROM cities ORDER BY name`);
|
||||||
|
return res.status(404).json({
|
||||||
|
error: `City not found: ${!cityA.rows[0] ? from : to}`,
|
||||||
|
available_cities: allCities.rows.map(c => `${c.name} (${c.country})`),
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
const a = cityA.rows[0];
|
||||||
|
const b = cityB.rows[0];
|
||||||
|
|
||||||
|
// 2. Calculate distance
|
||||||
|
const straightKm = haversineKm(parseFloat(a.lat), parseFloat(a.lon), parseFloat(b.lat), parseFloat(b.lon));
|
||||||
|
const fiberKm = Math.round(straightKm * 1.4); // fiber route multiplier
|
||||||
|
|
||||||
|
// 3. Determine transceiver requirements based on distance
|
||||||
|
const transceiverOptions = determineTransceiverOptions(fiberKm, bandwidth_gbps);
|
||||||
|
|
||||||
|
// 4. Find fiber providers for this route
|
||||||
|
const providers = await pool.query(
|
||||||
|
`SELECT fp.name, fp.website, fp.type, fp.products,
|
||||||
|
fr.product_type, fr.monthly_price_eur, fr.setup_fee_eur, fr.min_contract_months
|
||||||
|
FROM fiber_routes fr
|
||||||
|
JOIN fiber_providers fp ON fr.provider_id = fp.id
|
||||||
|
WHERE (fr.city_a ILIKE $1 AND fr.city_b ILIKE $2)
|
||||||
|
OR (fr.city_a ILIKE $2 AND fr.city_b ILIKE $1)
|
||||||
|
OR (fr.city_a ILIKE $1 AND fr.city_b ILIKE 'Frankfurt%')
|
||||||
|
OR (fr.city_a ILIKE 'Frankfurt%' AND fr.city_b ILIKE $2)
|
||||||
|
ORDER BY fr.monthly_price_eur ASC NULLS LAST`,
|
||||||
|
[from, to]
|
||||||
|
);
|
||||||
|
|
||||||
|
// 5. Find matching switches
|
||||||
|
const switchOptions = await pool.query(
|
||||||
|
`SELECT sw.id, sw.model, sw.series, sw.max_speed_gbps, sw.switching_capacity_tbps,
|
||||||
|
sw.ports_config, sw.msrp_usd, v.name AS vendor
|
||||||
|
FROM switches sw JOIN vendors v ON sw.vendor_id = v.id
|
||||||
|
WHERE sw.max_speed_gbps >= $1
|
||||||
|
AND sw.lifecycle_status NOT IN ('End-of-Life', 'End-of-Sale')
|
||||||
|
ORDER BY sw.msrp_usd ASC NULLS LAST, sw.max_speed_gbps DESC
|
||||||
|
LIMIT 10`,
|
||||||
|
[bandwidth_gbps]
|
||||||
|
);
|
||||||
|
|
||||||
|
// 6. Find Flexoptix transceivers for each option
|
||||||
|
const options = [];
|
||||||
|
for (const tcvrOpt of transceiverOptions) {
|
||||||
|
const flexoptix = await pool.query(
|
||||||
|
`SELECT t.id, t.slug, t.form_factor, t.speed_gbps, t.reach_label, t.reach_meters,
|
||||||
|
t.fiber_type, t.connector, t.image_url,
|
||||||
|
(SELECT po.price FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS price,
|
||||||
|
(SELECT po.currency FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS currency
|
||||||
|
FROM transceivers t
|
||||||
|
JOIN vendors v ON t.vendor_id = v.id
|
||||||
|
WHERE t.speed_gbps >= $1
|
||||||
|
AND t.reach_meters >= $2
|
||||||
|
AND t.fiber_type = 'SMF'
|
||||||
|
AND v.slug = 'flexoptix'
|
||||||
|
ORDER BY t.speed_gbps ASC, t.reach_meters ASC
|
||||||
|
LIMIT 5`,
|
||||||
|
[tcvrOpt.speed_gbps, tcvrOpt.min_reach_m]
|
||||||
|
);
|
||||||
|
|
||||||
|
// If no Flexoptix match, find any compatible transceiver
|
||||||
|
const anyMatch = flexoptix.rows.length > 0 ? flexoptix.rows : (await pool.query(
|
||||||
|
`SELECT t.id, t.slug, t.form_factor, t.speed_gbps, t.reach_label, t.reach_meters,
|
||||||
|
t.fiber_type, t.connector, t.image_url, v.name AS vendor,
|
||||||
|
(SELECT po.price FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS price
|
||||||
|
FROM transceivers t JOIN vendors v ON t.vendor_id = v.id
|
||||||
|
WHERE t.speed_gbps >= $1 AND t.reach_meters >= $2 AND t.fiber_type = 'SMF'
|
||||||
|
ORDER BY t.speed_gbps ASC LIMIT 5`,
|
||||||
|
[tcvrOpt.speed_gbps, tcvrOpt.min_reach_m]
|
||||||
|
)).rows;
|
||||||
|
|
||||||
|
const spanCount = Math.ceil(fiberKm * 1000 / tcvrOpt.max_span_m);
|
||||||
|
const tcvrCount = redundancy ? spanCount * 4 : spanCount * 2; // 2 per span (both ends), x2 for redundancy
|
||||||
|
|
||||||
|
const tcvrPrice = anyMatch[0]?.price ? parseFloat(anyMatch[0].price) : tcvrOpt.est_price_eur;
|
||||||
|
const totalTcvrCost = tcvrCount * tcvrPrice;
|
||||||
|
|
||||||
|
options.push({
|
||||||
|
name: tcvrOpt.name,
|
||||||
|
description: tcvrOpt.description,
|
||||||
|
transceiver: {
|
||||||
|
type: `${tcvrOpt.speed_gbps}G ${tcvrOpt.reach_label}`,
|
||||||
|
form_factor: tcvrOpt.form_factor,
|
||||||
|
spans_needed: spanCount,
|
||||||
|
units_needed: tcvrCount,
|
||||||
|
unit_price_est: tcvrPrice,
|
||||||
|
total_cost_est: totalTcvrCost,
|
||||||
|
flexoptix_products: anyMatch.map(m => ({
|
||||||
|
slug: m.slug,
|
||||||
|
speed: m.speed_gbps + 'G',
|
||||||
|
reach: m.reach_label,
|
||||||
|
price: m.price ? parseFloat(m.price) : null,
|
||||||
|
buy_url: `https://www.flexoptix.net/en/catalogsearch/result/?q=${encodeURIComponent(m.form_factor + ' ' + m.speed_gbps + 'G ' + m.reach_label)}`,
|
||||||
|
})),
|
||||||
|
},
|
||||||
|
switches: switchOptions.rows.slice(0, 3).map(sw => ({
|
||||||
|
model: sw.model,
|
||||||
|
vendor: sw.vendor,
|
||||||
|
max_speed: sw.max_speed_gbps + 'G',
|
||||||
|
price_est: sw.msrp_usd ? parseFloat(sw.msrp_usd) : null,
|
||||||
|
})),
|
||||||
|
fiber_providers: providers.rows.length > 0 ? providers.rows : [
|
||||||
|
{ name: "Contact local fiber providers", note: `No pre-seeded routes for ${from}↔${to}. Check euNetworks, Telia, DTAG.` }
|
||||||
|
],
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
res.json({
|
||||||
|
route: {
|
||||||
|
from: a.name,
|
||||||
|
to: b.name,
|
||||||
|
straight_line_km: Math.round(straightKm),
|
||||||
|
estimated_fiber_km: fiberKm,
|
||||||
|
bandwidth_requested: bandwidth_gbps + 'G',
|
||||||
|
redundancy,
|
||||||
|
},
|
||||||
|
options,
|
||||||
|
note: "Prices are estimates. Contact Flexoptix sales for volume pricing.",
|
||||||
|
});
|
||||||
|
} catch (err) {
|
||||||
|
console.error("Transport planner error:", err);
|
||||||
|
res.status(500).json({ error: "Internal server error" });
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
function determineTransceiverOptions(fiberKm: number, bandwidthGbps: number) {
|
||||||
|
const options = [];
|
||||||
|
|
||||||
|
if (fiberKm <= 2) {
|
||||||
|
options.push({
|
||||||
|
name: `${bandwidthGbps}G FR (2km)`,
|
||||||
|
description: `Short reach — single span, no amplification needed`,
|
||||||
|
speed_gbps: bandwidthGbps, reach_label: 'FR', form_factor: bandwidthGbps >= 400 ? 'QSFP-DD' : 'QSFP28',
|
||||||
|
min_reach_m: 2000, max_span_m: 2000, est_price_eur: bandwidthGbps >= 400 ? 200 : 80,
|
||||||
|
});
|
||||||
|
}
|
||||||
|
if (fiberKm <= 10) {
|
||||||
|
options.push({
|
||||||
|
name: `${bandwidthGbps}G LR4 (10km)`,
|
||||||
|
description: `Metro reach — ${Math.ceil(fiberKm / 10)} span(s)`,
|
||||||
|
speed_gbps: bandwidthGbps, reach_label: 'LR4', form_factor: bandwidthGbps >= 400 ? 'QSFP-DD' : 'QSFP28',
|
||||||
|
min_reach_m: 10000, max_span_m: 10000, est_price_eur: bandwidthGbps >= 400 ? 400 : 120,
|
||||||
|
});
|
||||||
|
}
|
||||||
|
if (fiberKm <= 40) {
|
||||||
|
options.push({
|
||||||
|
name: `${bandwidthGbps}G ER4 (40km)`,
|
||||||
|
description: `Extended reach — ${Math.ceil(fiberKm / 40)} span(s)`,
|
||||||
|
speed_gbps: bandwidthGbps, reach_label: 'ER4', form_factor: bandwidthGbps >= 400 ? 'QSFP-DD' : 'QSFP28',
|
||||||
|
min_reach_m: 40000, max_span_m: 40000, est_price_eur: bandwidthGbps >= 400 ? 1500 : 400,
|
||||||
|
});
|
||||||
|
}
|
||||||
|
// ZR is always an option for long distances
|
||||||
|
if (fiberKm > 10) {
|
||||||
|
options.push({
|
||||||
|
name: `${Math.min(bandwidthGbps, 400)}G ZR Coherent (80km/span)`,
|
||||||
|
description: `Coherent DWDM — ${Math.ceil(fiberKm / 80)} span(s), OIF 400ZR`,
|
||||||
|
speed_gbps: Math.min(bandwidthGbps, 400), reach_label: 'ZR', form_factor: 'QSFP-DD',
|
||||||
|
min_reach_m: 80000, max_span_m: 80000, est_price_eur: 2500,
|
||||||
|
});
|
||||||
|
}
|
||||||
|
// Carrier wavelength option
|
||||||
|
options.push({
|
||||||
|
name: `Carrier Wavelength Service (${bandwidthGbps}G)`,
|
||||||
|
description: `Managed service — provider handles fiber + amplification. You only need LR4 transceivers at each end.`,
|
||||||
|
speed_gbps: bandwidthGbps, reach_label: 'LR4', form_factor: bandwidthGbps >= 400 ? 'QSFP-DD' : 'QSFP28',
|
||||||
|
min_reach_m: 10000, max_span_m: 999000, est_price_eur: bandwidthGbps >= 400 ? 400 : 120,
|
||||||
|
});
|
||||||
|
|
||||||
|
return options;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* GET /api/transport/cities
|
||||||
|
*/
|
||||||
|
transportRouter.get("/cities", async (_req, res) => {
|
||||||
|
try {
|
||||||
|
const result = await pool.query(`SELECT name, country, has_ix, ix_names, has_datacenter FROM cities ORDER BY name`);
|
||||||
|
res.json({ cities: result.rows, total: result.rowCount });
|
||||||
|
} catch (err) {
|
||||||
|
res.status(500).json({ error: "Internal server error" });
|
||||||
|
}
|
||||||
|
});
|
||||||
|
|
||||||
|
/**
|
||||||
|
* GET /api/transport/providers
|
||||||
|
*/
|
||||||
|
transportRouter.get("/providers", async (_req, res) => {
|
||||||
|
try {
|
||||||
|
const result = await pool.query(`SELECT * FROM fiber_providers ORDER BY name`);
|
||||||
|
res.json({ providers: result.rows, total: result.rowCount });
|
||||||
|
} catch (err) {
|
||||||
|
res.status(500).json({ error: "Internal server error" });
|
||||||
|
}
|
||||||
|
});
|
||||||
175
packages/mcp-server/src/tools/finder.ts
Normal file
175
packages/mcp-server/src/tools/finder.ts
Normal file
@ -0,0 +1,175 @@
|
|||||||
|
/**
|
||||||
|
* MCP Tool: find_flexoptix_for_switch
|
||||||
|
*
|
||||||
|
* "Customer has Switch X — which Flexoptix transceivers should they buy?"
|
||||||
|
*/
|
||||||
|
import { pool } from "../db";
|
||||||
|
|
||||||
|
export const finderTools = {
|
||||||
|
find_flexoptix_for_switch: {
|
||||||
|
name: "find_flexoptix_for_switch",
|
||||||
|
description: "Find the right Flexoptix transceivers for a customer's switch. Input a switch model name and get compatible Flexoptix products with prices, shop links, and FlexBox coding info.",
|
||||||
|
inputSchema: {
|
||||||
|
type: "object" as const,
|
||||||
|
properties: {
|
||||||
|
switch_model: {
|
||||||
|
type: "string",
|
||||||
|
description: 'Switch model name (e.g., "Cisco Nexus 93180YC-FX3", "QFX5120-48Y", "DCS-7050SX3-48YC12")',
|
||||||
|
},
|
||||||
|
speed_gbps: {
|
||||||
|
type: "number",
|
||||||
|
description: "Filter by port speed in Gbps (10, 25, 40, 100, 400)",
|
||||||
|
},
|
||||||
|
reach: {
|
||||||
|
type: "string",
|
||||||
|
description: "Filter by reach (SR, LR, ER, ZR, or specific like 10km, 80km)",
|
||||||
|
},
|
||||||
|
},
|
||||||
|
required: ["switch_model"],
|
||||||
|
},
|
||||||
|
},
|
||||||
|
|
||||||
|
plan_transport: {
|
||||||
|
name: "plan_transport",
|
||||||
|
description: "Plan a fiber transport system between two cities. Returns switch, transceiver, and fiber provider recommendations with bill of materials and Flexoptix pricing.",
|
||||||
|
inputSchema: {
|
||||||
|
type: "object" as const,
|
||||||
|
properties: {
|
||||||
|
from: { type: "string", description: "Source city (e.g., Berlin, Frankfurt, Amsterdam)" },
|
||||||
|
to: { type: "string", description: "Destination city (e.g., Darmstadt, Munich, London)" },
|
||||||
|
bandwidth_gbps: { type: "number", description: "Required bandwidth in Gbps (default: 100)" },
|
||||||
|
redundancy: { type: "boolean", description: "Whether to include redundant path (default: false)" },
|
||||||
|
},
|
||||||
|
required: ["from", "to"],
|
||||||
|
},
|
||||||
|
},
|
||||||
|
|
||||||
|
forecast_sales: {
|
||||||
|
name: "forecast_sales",
|
||||||
|
description: "Predict transceiver sales volume and price trajectory for a technology over 3/9/12/18 months. Includes buy/wait/hold signal.",
|
||||||
|
inputSchema: {
|
||||||
|
type: "object" as const,
|
||||||
|
properties: {
|
||||||
|
technology: {
|
||||||
|
type: "string",
|
||||||
|
description: 'Technology to forecast (e.g., "400G QSFP-DD", "100G QSFP28", "800G OSFP", "1.6T OSFP-XD")',
|
||||||
|
},
|
||||||
|
},
|
||||||
|
required: ["technology"],
|
||||||
|
},
|
||||||
|
},
|
||||||
|
|
||||||
|
get_competitor_alerts: {
|
||||||
|
name: "get_competitor_alerts",
|
||||||
|
description: "Get recent competitor intelligence: new products, price changes, stock changes. Shows what competitors are doing in the market.",
|
||||||
|
inputSchema: {
|
||||||
|
type: "object" as const,
|
||||||
|
properties: {
|
||||||
|
vendor: { type: "string", description: "Filter by competitor name/slug" },
|
||||||
|
alert_type: { type: "string", description: "Filter: new_product, price_drop, price_increase, out_of_stock, back_in_stock" },
|
||||||
|
days: { type: "number", description: "Look back N days (default: 7)" },
|
||||||
|
},
|
||||||
|
},
|
||||||
|
},
|
||||||
|
|
||||||
|
generate_blog: {
|
||||||
|
name: "generate_blog",
|
||||||
|
description: "Generate a professional blog post for the Flexoptix blog. Auto-enriched with pricing data, competitor analysis, and product links.",
|
||||||
|
inputSchema: {
|
||||||
|
type: "object" as const,
|
||||||
|
properties: {
|
||||||
|
topic: { type: "string", description: "Blog topic or title" },
|
||||||
|
type: {
|
||||||
|
type: "string",
|
||||||
|
description: "Blog type: market_alert, migration_guide, competitor_analysis, technology_deep_dive, buying_guide, tutorial, comparison",
|
||||||
|
},
|
||||||
|
target_audience: { type: "string", description: "Audience: technical, sales, customer (default: technical)" },
|
||||||
|
include_products: { type: "boolean", description: "Include Flexoptix product recommendations (default: true)" },
|
||||||
|
word_count: { type: "number", description: "Target word count (default: 2000)" },
|
||||||
|
},
|
||||||
|
required: ["topic"],
|
||||||
|
},
|
||||||
|
},
|
||||||
|
};
|
||||||
|
|
||||||
|
export async function handleFinderTool(name: string, args: Record<string, any>): Promise<string> {
|
||||||
|
switch (name) {
|
||||||
|
case "find_flexoptix_for_switch": {
|
||||||
|
const { switch_model, speed_gbps, reach } = args;
|
||||||
|
|
||||||
|
// Find switch
|
||||||
|
const sw = await pool.query(
|
||||||
|
`SELECT sw.id, sw.model, sw.series, sw.ports_config, sw.max_speed_gbps, v.name AS vendor
|
||||||
|
FROM switches sw JOIN vendors v ON sw.vendor_id = v.id
|
||||||
|
WHERE sw.model ILIKE '%' || $1 || '%' OR sw.search_vector @@ plainto_tsquery('english', $1)
|
||||||
|
ORDER BY CASE WHEN sw.model ILIKE $1 THEN 0 ELSE 1 END LIMIT 3`,
|
||||||
|
[switch_model]
|
||||||
|
);
|
||||||
|
|
||||||
|
if (!sw.rows[0]) {
|
||||||
|
return JSON.stringify({ error: `Switch "${switch_model}" not found. Try a partial model name.` });
|
||||||
|
}
|
||||||
|
|
||||||
|
// Find compatible transceivers with Flexoptix products
|
||||||
|
let sql = `
|
||||||
|
SELECT t.form_factor, t.speed_gbps, t.reach_label, t.fiber_type, t.connector,
|
||||||
|
t.image_url, v.name AS vendor, c.firmware_min,
|
||||||
|
(SELECT po.price FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS price,
|
||||||
|
(SELECT po.currency FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS currency
|
||||||
|
FROM compatibility c
|
||||||
|
JOIN transceivers t ON c.transceiver_id = t.id
|
||||||
|
JOIN vendors v ON t.vendor_id = v.id
|
||||||
|
WHERE c.switch_id = $1 AND c.status = 'compatible'
|
||||||
|
`;
|
||||||
|
const params: any[] = [sw.rows[0].id];
|
||||||
|
let idx = 2;
|
||||||
|
if (speed_gbps) { sql += ` AND t.speed_gbps = $${idx}`; params.push(speed_gbps); idx++; }
|
||||||
|
if (reach) { sql += ` AND t.reach_label ILIKE $${idx}`; params.push(reach + '%'); idx++; }
|
||||||
|
sql += ` ORDER BY t.speed_gbps DESC, t.reach_meters ASC LIMIT 30`;
|
||||||
|
|
||||||
|
const compat = await pool.query(sql, params);
|
||||||
|
|
||||||
|
return JSON.stringify({
|
||||||
|
switch: { model: sw.rows[0].model, vendor: sw.rows[0].vendor, ports: sw.rows[0].ports_config },
|
||||||
|
compatible_count: compat.rowCount,
|
||||||
|
transceivers: compat.rows.map(r => ({
|
||||||
|
...r,
|
||||||
|
flexbox_note: "All Flexoptix transceivers support FlexBox coding — one transceiver works in any vendor's switch.",
|
||||||
|
buy_url: `https://www.flexoptix.net/en/catalogsearch/result/?q=${encodeURIComponent(r.form_factor + ' ' + r.speed_gbps + 'G ' + r.reach_label)}`,
|
||||||
|
})),
|
||||||
|
}, null, 2);
|
||||||
|
}
|
||||||
|
|
||||||
|
case "get_competitor_alerts": {
|
||||||
|
const { vendor, alert_type, days = 7 } = args;
|
||||||
|
let sql = `SELECT ca.alert_type, ca.severity, ca.part_number, ca.product_name,
|
||||||
|
ca.old_price, ca.new_price, ca.price_pct, ca.currency, ca.source_url,
|
||||||
|
v.name AS vendor, ca.created_at
|
||||||
|
FROM competitor_alerts ca LEFT JOIN vendors v ON ca.vendor_id = v.id
|
||||||
|
WHERE ca.created_at > NOW() - INTERVAL '1 day' * $1`;
|
||||||
|
const params: any[] = [days];
|
||||||
|
let idx = 2;
|
||||||
|
if (vendor) { sql += ` AND v.slug ILIKE $${idx}`; params.push('%' + vendor + '%'); idx++; }
|
||||||
|
if (alert_type) { sql += ` AND ca.alert_type = $${idx}`; params.push(alert_type); idx++; }
|
||||||
|
sql += ` ORDER BY ca.created_at DESC LIMIT 30`;
|
||||||
|
|
||||||
|
const result = await pool.query(sql, params);
|
||||||
|
return JSON.stringify({ alerts: result.rows, count: result.rowCount }, null, 2);
|
||||||
|
}
|
||||||
|
|
||||||
|
case "plan_transport":
|
||||||
|
case "forecast_sales":
|
||||||
|
case "generate_blog":
|
||||||
|
// These forward to the API routes — return instruction to use HTTP API
|
||||||
|
return JSON.stringify({
|
||||||
|
note: `Use the TIP HTTP API for ${name}. See https://transceiver-db.context-x.org/api for endpoints.`,
|
||||||
|
endpoint: name === "plan_transport" ? "POST /api/transport/plan" :
|
||||||
|
name === "forecast_sales" ? "GET /api/forecast/:technology" :
|
||||||
|
"POST /api/blog/generate",
|
||||||
|
args,
|
||||||
|
});
|
||||||
|
|
||||||
|
default:
|
||||||
|
return JSON.stringify({ error: `Unknown tool: ${name}` });
|
||||||
|
}
|
||||||
|
}
|
||||||
@ -14,6 +14,22 @@
|
|||||||
import PgBoss from "pg-boss";
|
import PgBoss from "pg-boss";
|
||||||
import { config } from "dotenv";
|
import { config } from "dotenv";
|
||||||
import { join } from "path";
|
import { join } from "path";
|
||||||
|
import { rmSync, mkdirSync } from "fs";
|
||||||
|
|
||||||
|
/** Run a scraper with an isolated Crawlee storage directory to prevent queue collisions */
|
||||||
|
async function withIsolatedStorage(name: string, fn: () => Promise<void>): Promise<void> {
|
||||||
|
const dir = join(__dirname, "..", "..", "..", `storage-${name}`);
|
||||||
|
mkdirSync(dir, { recursive: true });
|
||||||
|
const prev = process.env.CRAWLEE_STORAGE_DIR;
|
||||||
|
process.env.CRAWLEE_STORAGE_DIR = dir;
|
||||||
|
try {
|
||||||
|
await fn();
|
||||||
|
} finally {
|
||||||
|
process.env.CRAWLEE_STORAGE_DIR = prev ?? "";
|
||||||
|
// Clean up after successful run
|
||||||
|
try { rmSync(dir, { recursive: true, force: true }); } catch { /* ignore */ }
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
config({ path: join(__dirname, "..", "..", "..", ".env") });
|
config({ path: join(__dirname, "..", "..", "..", ".env") });
|
||||||
|
|
||||||
@ -46,6 +62,7 @@ export async function registerSchedules(boss: PgBoss): Promise<void> {
|
|||||||
"scrape:pricing:atgbics",
|
"scrape:pricing:atgbics",
|
||||||
"scrape:pricing:prolabs",
|
"scrape:pricing:prolabs",
|
||||||
"scrape:compat:cisco",
|
"scrape:compat:cisco",
|
||||||
|
"scrape:pricing:flexoptix",
|
||||||
"scrape:vendors:flexoptix",
|
"scrape:vendors:flexoptix",
|
||||||
"scrape:news",
|
"scrape:news",
|
||||||
"scrape:faq",
|
"scrape:faq",
|
||||||
@ -55,14 +72,16 @@ export async function registerSchedules(boss: PgBoss): Promise<void> {
|
|||||||
await boss.createQueue(q).catch(() => { /* already exists */ });
|
await boss.createQueue(q).catch(() => { /* already exists */ });
|
||||||
}
|
}
|
||||||
|
|
||||||
|
// v0.2.0: Increased frequencies for permanent price monitoring (R-SCAN)
|
||||||
|
|
||||||
// FS.com pricing (every 4 hours — JS rendering is slow)
|
// FS.com pricing (every 4 hours — JS rendering is slow)
|
||||||
await boss.schedule("scrape:pricing:fs", "0 */4 * * *", {}, {
|
await boss.schedule("scrape:pricing:fs", "0 */4 * * *", {}, {
|
||||||
retryLimit: 2,
|
retryLimit: 2,
|
||||||
expireInSeconds: 3600,
|
expireInSeconds: 3600,
|
||||||
});
|
});
|
||||||
|
|
||||||
// Optcore pricing (every 6 hours — WP API enumeration + Playwright)
|
// Optcore pricing (every 4 hours — was 6h)
|
||||||
await boss.schedule("scrape:pricing:optcore", "0 */6 * * *", {}, {
|
await boss.schedule("scrape:pricing:optcore", "0 2/4 * * *", {}, {
|
||||||
retryLimit: 2,
|
retryLimit: 2,
|
||||||
expireInSeconds: 7200,
|
expireInSeconds: 7200,
|
||||||
});
|
});
|
||||||
@ -97,12 +116,18 @@ export async function registerSchedules(boss: PgBoss): Promise<void> {
|
|||||||
expireInSeconds: 3600,
|
expireInSeconds: 3600,
|
||||||
});
|
});
|
||||||
|
|
||||||
// ProLabs pricing (every 8 hours — server-rendered HTML, USD prices)
|
// ProLabs pricing (every 8 hours — Playwright, needs proxy for CloudFront)
|
||||||
await boss.schedule("scrape:pricing:prolabs", "0 4/8 * * *", {}, {
|
await boss.schedule("scrape:pricing:prolabs", "0 4/8 * * *", {}, {
|
||||||
retryLimit: 2,
|
retryLimit: 2,
|
||||||
expireInSeconds: 3600,
|
expireInSeconds: 3600,
|
||||||
});
|
});
|
||||||
|
|
||||||
|
// Flexoptix catalog (every 2 hours — fetch-based, fast — R-SCAN requirement)
|
||||||
|
await boss.schedule("scrape:pricing:flexoptix", "0 */2 * * *", {}, {
|
||||||
|
retryLimit: 2,
|
||||||
|
expireInSeconds: 3600,
|
||||||
|
});
|
||||||
|
|
||||||
// Flexoptix vendor list (weekly, Sunday at 6am — own data)
|
// Flexoptix vendor list (weekly, Sunday at 6am — own data)
|
||||||
await boss.schedule("scrape:vendors:flexoptix", "0 6 * * 0", {}, {
|
await boss.schedule("scrape:vendors:flexoptix", "0 6 * * 0", {}, {
|
||||||
retryLimit: 3,
|
retryLimit: 3,
|
||||||
@ -124,6 +149,7 @@ export async function registerWorkers(boss: PgBoss): Promise<void> {
|
|||||||
const { scrapeCiscoTmg } = await import("./scrapers/cisco-tmg");
|
const { scrapeCiscoTmg } = await import("./scrapers/cisco-tmg");
|
||||||
const { scrapeOptcore } = await import("./scrapers/optcore");
|
const { scrapeOptcore } = await import("./scrapers/optcore");
|
||||||
const { scrape10Gtek } = await import("./scrapers/tenGtek");
|
const { scrape10Gtek } = await import("./scrapers/tenGtek");
|
||||||
|
const { scrapeFlexoptixCatalog } = await import("./scrapers/flexoptix-catalog");
|
||||||
const { scrapeFlexoptixVendors } = await import("./scrapers/flexoptix-vendors");
|
const { scrapeFlexoptixVendors } = await import("./scrapers/flexoptix-vendors");
|
||||||
const { scrapeNews } = await import("./scrapers/news");
|
const { scrapeNews } = await import("./scrapers/news");
|
||||||
const { scrapeAtgbics } = await import("./scrapers/atgbics");
|
const { scrapeAtgbics } = await import("./scrapers/atgbics");
|
||||||
@ -131,22 +157,27 @@ export async function registerWorkers(boss: PgBoss): Promise<void> {
|
|||||||
|
|
||||||
await boss.work("scrape:pricing:fs", async (_job) => {
|
await boss.work("scrape:pricing:fs", async (_job) => {
|
||||||
console.log(`[${new Date().toISOString()}] Running: FS.com pricing`);
|
console.log(`[${new Date().toISOString()}] Running: FS.com pricing`);
|
||||||
await scrapeFs();
|
await withIsolatedStorage("fs", scrapeFs);
|
||||||
});
|
});
|
||||||
|
|
||||||
await boss.work("scrape:pricing:optcore", async (_job) => {
|
await boss.work("scrape:pricing:optcore", async (_job) => {
|
||||||
console.log(`[${new Date().toISOString()}] Running: Optcore pricing`);
|
console.log(`[${new Date().toISOString()}] Running: Optcore pricing`);
|
||||||
await scrapeOptcore();
|
await withIsolatedStorage("optcore", scrapeOptcore);
|
||||||
});
|
});
|
||||||
|
|
||||||
await boss.work("scrape:compat:cisco", async (_job) => {
|
await boss.work("scrape:compat:cisco", async (_job) => {
|
||||||
console.log(`[${new Date().toISOString()}] Running: Cisco TMG`);
|
console.log(`[${new Date().toISOString()}] Running: Cisco TMG`);
|
||||||
await scrapeCiscoTmg();
|
await withIsolatedStorage("cisco", scrapeCiscoTmg);
|
||||||
});
|
});
|
||||||
|
|
||||||
await boss.work("scrape:pricing:10gtek", async (_job) => {
|
await boss.work("scrape:pricing:10gtek", async (_job) => {
|
||||||
console.log(`[${new Date().toISOString()}] Running: 10Gtek pricing`);
|
console.log(`[${new Date().toISOString()}] Running: 10Gtek pricing`);
|
||||||
await scrape10Gtek();
|
await withIsolatedStorage("10gtek", scrape10Gtek);
|
||||||
|
});
|
||||||
|
|
||||||
|
await boss.work("scrape:pricing:flexoptix", async (_job) => {
|
||||||
|
console.log(`[${new Date().toISOString()}] Running: Flexoptix catalog pricing`);
|
||||||
|
await scrapeFlexoptixCatalog();
|
||||||
});
|
});
|
||||||
|
|
||||||
await boss.work("scrape:vendors:flexoptix", async (_job) => {
|
await boss.work("scrape:vendors:flexoptix", async (_job) => {
|
||||||
@ -161,12 +192,12 @@ export async function registerWorkers(boss: PgBoss): Promise<void> {
|
|||||||
|
|
||||||
await boss.work("scrape:pricing:atgbics", async (_job) => {
|
await boss.work("scrape:pricing:atgbics", async (_job) => {
|
||||||
console.log(`[${new Date().toISOString()}] Running: ATGBICS pricing`);
|
console.log(`[${new Date().toISOString()}] Running: ATGBICS pricing`);
|
||||||
await scrapeAtgbics();
|
await withIsolatedStorage("atgbics", scrapeAtgbics);
|
||||||
});
|
});
|
||||||
|
|
||||||
await boss.work("scrape:pricing:prolabs", async (_job) => {
|
await boss.work("scrape:pricing:prolabs", async (_job) => {
|
||||||
console.log(`[${new Date().toISOString()}] Running: ProLabs pricing`);
|
console.log(`[${new Date().toISOString()}] Running: ProLabs pricing`);
|
||||||
await scrapeProLabs();
|
await withIsolatedStorage("prolabs", scrapeProLabs);
|
||||||
});
|
});
|
||||||
|
|
||||||
await boss.work("scrape:faq", async (_job) => {
|
await boss.work("scrape:faq", async (_job) => {
|
||||||
|
|||||||
@ -1,27 +1,101 @@
|
|||||||
/**
|
/**
|
||||||
* Cisco TMG Matrix Scraper — Transceiver Compatibility
|
* Cisco TMG Matrix Scraper — Transceiver Compatibility
|
||||||
*
|
*
|
||||||
* Source: tmgmatrix.cisco.com
|
* Source: tmgmatrix.cisco.com (JSON API — no auth required)
|
||||||
* Extracts: Switch model ↔ Transceiver compatibility data
|
* Extracts: Switch model ↔ Transceiver compatibility data
|
||||||
* Stores: switches, compatibility table
|
* Stores: switches, compatibility table
|
||||||
*
|
*
|
||||||
* The TMG Matrix has a JSON API behind the scenes.
|
* Uses POST /public/api/networkdevice/search endpoint directly.
|
||||||
*/
|
*/
|
||||||
import { CheerioCrawler } from "crawlee";
|
|
||||||
import { pool, ensureVendor } from "../utils/db";
|
import { pool, ensureVendor } from "../utils/db";
|
||||||
|
|
||||||
const TMG_BASE = "https://tmgmatrix.cisco.com";
|
const TMG_API = "https://tmgmatrix.cisco.com/public/api/networkdevice/search";
|
||||||
|
|
||||||
interface TmgEntry {
|
interface TmgTransceiver {
|
||||||
switchModel: string;
|
tmgId: number;
|
||||||
switchSeries: string;
|
productId: string;
|
||||||
transceiverPid: string;
|
productFamily: string;
|
||||||
transceiverDescription: string;
|
formFactor: string;
|
||||||
speed: string;
|
|
||||||
reach: string;
|
reach: string;
|
||||||
|
temperatureRange: string;
|
||||||
cableType: string;
|
cableType: string;
|
||||||
connector: string;
|
media: string;
|
||||||
minSoftware: 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> {
|
async function upsertCiscoSwitch(vendorId: string, model: string, series: string): Promise<string> {
|
||||||
@ -38,18 +112,31 @@ async function upsertCiscoSwitch(vendorId: string, model: string, series: string
|
|||||||
async function upsertCompatibility(
|
async function upsertCompatibility(
|
||||||
switchId: string,
|
switchId: string,
|
||||||
transceiverId: string,
|
transceiverId: string,
|
||||||
firmwareMin: string
|
firmwareMin: string,
|
||||||
|
formFactor: string,
|
||||||
|
reach: string,
|
||||||
|
cableType: string,
|
||||||
|
media: string,
|
||||||
|
dataRate: string
|
||||||
): Promise<void> {
|
): Promise<void> {
|
||||||
await pool.query(
|
await pool.query(
|
||||||
`INSERT INTO compatibility (switch_id, transceiver_id, verified_by, verification_method, status, firmware_min, source_url)
|
`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)
|
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`,
|
ON CONFLICT (switch_id, transceiver_id) DO UPDATE SET
|
||||||
[switchId, transceiverId, firmwareMin || null, TMG_BASE]
|
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> {
|
export async function scrapeCiscoTmg(): Promise<void> {
|
||||||
console.log("=== Cisco TMG Matrix Scraper Starting ===\n");
|
console.log("=== Cisco TMG Matrix Scraper Starting (API mode) ===\n");
|
||||||
|
|
||||||
const ciscoVendorId = await ensureVendor(
|
const ciscoVendorId = await ensureVendor(
|
||||||
"Cisco",
|
"Cisco",
|
||||||
@ -58,90 +145,69 @@ export async function scrapeCiscoTmg(): Promise<void> {
|
|||||||
undefined
|
undefined
|
||||||
);
|
);
|
||||||
|
|
||||||
const entries: TmgEntry[] = [];
|
let totalSwitches = 0;
|
||||||
|
let totalCompat = 0;
|
||||||
|
let totalTransceivers = 0;
|
||||||
|
|
||||||
// TMG Matrix uses a search API
|
for (const family of PLATFORM_FAMILIES) {
|
||||||
// First, try the public HTML interface
|
console.log(`\nFetching ${family.name}...`);
|
||||||
const crawler = new CheerioCrawler({
|
|
||||||
maxConcurrency: 1,
|
|
||||||
maxRequestsPerMinute: 10, // Very respectful — Cisco rate limits aggressively
|
|
||||||
|
|
||||||
async requestHandler({ request, $, log }) {
|
|
||||||
log.info(`Scraping: ${request.url}`);
|
|
||||||
|
|
||||||
// The TMG Matrix renders a table with compatibility data
|
|
||||||
$("table tbody tr, .matrix-row, [class*='result-row']").each((_i, el) => {
|
|
||||||
const $row = $(el);
|
|
||||||
const cells = $row.find("td").map((_j, td) => $(td).text().trim()).get();
|
|
||||||
|
|
||||||
if (cells.length >= 4) {
|
|
||||||
entries.push({
|
|
||||||
switchModel: cells[0] || "",
|
|
||||||
switchSeries: cells[0]?.split(" ")[0] || "Nexus",
|
|
||||||
transceiverPid: cells[1] || "",
|
|
||||||
transceiverDescription: cells[2] || "",
|
|
||||||
speed: cells[3] || "",
|
|
||||||
reach: cells[4] || "",
|
|
||||||
cableType: cells[5] || "",
|
|
||||||
connector: cells[6] || "",
|
|
||||||
minSoftware: cells[7] || "",
|
|
||||||
});
|
|
||||||
}
|
|
||||||
});
|
|
||||||
},
|
|
||||||
});
|
|
||||||
|
|
||||||
// Start with Nexus switches (most relevant for Flexoptix)
|
|
||||||
await crawler.run([
|
|
||||||
`${TMG_BASE}/public/tmg?searchValue=Nexus+9000`,
|
|
||||||
`${TMG_BASE}/public/tmg?searchValue=Nexus+3000`,
|
|
||||||
`${TMG_BASE}/public/tmg?searchValue=Nexus+7000`,
|
|
||||||
`${TMG_BASE}/public/tmg?searchValue=Catalyst+9000`,
|
|
||||||
]);
|
|
||||||
|
|
||||||
console.log(`\nEntries found: ${entries.length}`);
|
|
||||||
|
|
||||||
// Write to database
|
|
||||||
let switches = 0;
|
|
||||||
let compat = 0;
|
|
||||||
|
|
||||||
for (const entry of entries) {
|
|
||||||
if (!entry.switchModel || !entry.transceiverPid) continue;
|
|
||||||
|
|
||||||
try {
|
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(
|
const switchId = await upsertCiscoSwitch(
|
||||||
ciscoVendorId,
|
ciscoVendorId,
|
||||||
entry.switchModel,
|
compat.productId,
|
||||||
entry.switchSeries
|
device.productFamily
|
||||||
);
|
);
|
||||||
switches++;
|
totalSwitches++;
|
||||||
|
|
||||||
// Try to match transceiver in our DB
|
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(
|
const txResult = await pool.query(
|
||||||
`SELECT id FROM transceivers
|
`SELECT id FROM transceivers
|
||||||
WHERE part_number = $1
|
WHERE part_number = $1
|
||||||
OR slug LIKE $2
|
OR part_number = $2
|
||||||
OR standard_name ILIKE $3
|
|
||||||
LIMIT 1`,
|
LIMIT 1`,
|
||||||
[
|
[tx.productId, tx.productId.replace(/-S$/, "")]
|
||||||
entry.transceiverPid,
|
|
||||||
`%${entry.transceiverPid.toLowerCase().replace(/[^a-z0-9]/g, "")}%`,
|
|
||||||
`%${entry.speed}%${entry.reach}%`,
|
|
||||||
]
|
|
||||||
);
|
);
|
||||||
|
|
||||||
if (txResult.rows.length > 0) {
|
if (txResult.rows.length > 0) {
|
||||||
await upsertCompatibility(switchId, txResult.rows[0].id, entry.minSoftware);
|
await upsertCompatibility(
|
||||||
compat++;
|
switchId,
|
||||||
|
txResult.rows[0].id,
|
||||||
|
tx.softReleaseMinVer,
|
||||||
|
tx.formFactor,
|
||||||
|
tx.reach,
|
||||||
|
tx.cableType,
|
||||||
|
tx.media,
|
||||||
|
tx.dataRate
|
||||||
|
);
|
||||||
|
totalCompat++;
|
||||||
|
}
|
||||||
}
|
}
|
||||||
} catch (err) {
|
|
||||||
// Skip duplicates silently
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
console.log(`Switches upserted: ${switches}`);
|
// Rate limit: 2 seconds between platform families
|
||||||
console.log(`Compatibility entries: ${compat}`);
|
await new Promise((r) => setTimeout(r, 2000));
|
||||||
console.log("=== Cisco TMG Scraper Complete ===\n");
|
} 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) {
|
if (require.main === module) {
|
||||||
|
|||||||
@ -1,7 +1,7 @@
|
|||||||
/**
|
/**
|
||||||
* Fluxlight Scraper — US-based compatible transceiver vendor
|
* Fluxlight Scraper — US-based compatible transceiver vendor
|
||||||
*
|
*
|
||||||
* fluxlight.com — BigCommerce, server-rendered HTML with real prices.
|
* www.fluxlight.com — BigCommerce, server-rendered HTML with real prices.
|
||||||
* ~144+ products across 6 pages. Uses pagination via ?page=N.
|
* ~144+ products across 6 pages. Uses pagination via ?page=N.
|
||||||
*
|
*
|
||||||
* Rate limited: 1 req/2sec.
|
* Rate limited: 1 req/2sec.
|
||||||
@ -91,8 +91,8 @@ function parseProductList(html: string): Product[] {
|
|||||||
const products: Product[] = [];
|
const products: Product[] = [];
|
||||||
|
|
||||||
// BigCommerce product card pattern: product link + price
|
// BigCommerce product card pattern: product link + price
|
||||||
// Pattern: <a href="https://fluxlight.com/PARTNUM-FL/">Product Name</a> ... $29.99
|
// Pattern: <a href="https://www.fluxlight.com/PARTNUM-FL/">Product Name</a> ... $29.99
|
||||||
const productRegex = /href="(https?:\/\/fluxlight\.com\/[^"]*-FL\/)"[^>]*>\s*([^<]{10,})<\/a>/gi;
|
const productRegex = /href="(https?:\/\/(?:www\.)?fluxlight\.com\/[^"]*-FL\/)"[^>]*>\s*([^<]{10,})<\/a>/gi;
|
||||||
let match;
|
let match;
|
||||||
while ((match = productRegex.exec(html)) !== null) {
|
while ((match = productRegex.exec(html)) !== null) {
|
||||||
const url = match[1];
|
const url = match[1];
|
||||||
@ -123,7 +123,7 @@ function parseProductList(html: string): Product[] {
|
|||||||
|
|
||||||
// Fallback: broader link pattern
|
// Fallback: broader link pattern
|
||||||
if (products.length === 0) {
|
if (products.length === 0) {
|
||||||
const simpleRegex = /href="(https?:\/\/fluxlight\.com\/[^"]+)"[^>]*>([^<]{10,}(?:SFP|QSFP|XFP|Base)[^<]*)<\/a>/gi;
|
const simpleRegex = /href="(https?:\/\/(?:www\.)?fluxlight\.com\/[^"]+)"[^>]*>([^<]{10,}(?:SFP|QSFP|XFP|Base)[^<]*)<\/a>/gi;
|
||||||
while ((match = simpleRegex.exec(html)) !== null) {
|
while ((match = simpleRegex.exec(html)) !== null) {
|
||||||
const url = match[1];
|
const url = match[1];
|
||||||
const name = match[2].trim();
|
const name = match[2].trim();
|
||||||
@ -166,7 +166,7 @@ async function fetchPage(url: string): Promise<string> {
|
|||||||
export async function scrapeFluxlight(): Promise<void> {
|
export async function scrapeFluxlight(): Promise<void> {
|
||||||
console.log("=== Fluxlight Scraper Starting ===\n");
|
console.log("=== Fluxlight Scraper Starting ===\n");
|
||||||
|
|
||||||
const vendorId = await ensureVendor("Fluxlight", "compatible", "https://fluxlight.com", "https://fluxlight.com/transceivers/");
|
const vendorId = await ensureVendor("Fluxlight", "compatible", "https://fluxlight.com", "https://www.fluxlight.com/transceivers/");
|
||||||
|
|
||||||
let allProducts: Product[] = [];
|
let allProducts: Product[] = [];
|
||||||
|
|
||||||
|
|||||||
@ -13,13 +13,18 @@ import { contentHash, parsePrice, parseStockLevel, parseQuantity } from "../util
|
|||||||
const BASE_URL = "https://www.fs.com";
|
const BASE_URL = "https://www.fs.com";
|
||||||
|
|
||||||
const CATEGORY_URLS = [
|
const CATEGORY_URLS = [
|
||||||
"/c/1g-sfp-modules-702",
|
"/c/1g-sfp-81",
|
||||||
"/c/10g-sfp-plus-modules-703",
|
"/c/10g-sfp-63",
|
||||||
"/c/25g-sfp28-modules-704",
|
"/c/25g-sfp28-3215",
|
||||||
"/c/40g-qsfp-plus-modules-705",
|
"/c/40g-qsfp-1360",
|
||||||
"/c/100g-qsfp28-modules-706",
|
"/c/100g-qsfp28-sfp-dd-1159",
|
||||||
"/c/400g-qsfp-dd-modules-3102",
|
"/c/200g-qsfp-dd-qsfp56-3542",
|
||||||
"/c/800g-osfp-modules-3449",
|
"/c/400g-osfp-qsfp112-qsfp-dd-3652",
|
||||||
|
"/c/800g-osfp-qsfp-dd-4089",
|
||||||
|
"/c/1.6t-osfp-5597",
|
||||||
|
"/c/400g-coherent-qsfp-dd-4103",
|
||||||
|
"/c/10g-cwdm-dwdm-sfp-65",
|
||||||
|
"/c/100g-dwdm-qsfp28-3863",
|
||||||
];
|
];
|
||||||
|
|
||||||
interface FsProduct {
|
interface FsProduct {
|
||||||
@ -98,18 +103,30 @@ export async function scrapeFs(): Promise<void> {
|
|||||||
headless: true,
|
headless: true,
|
||||||
launchContext: {
|
launchContext: {
|
||||||
launchOptions: {
|
launchOptions: {
|
||||||
args: ["--disable-blink-features=AutomationControlled"],
|
args: ["--disable-blink-features=AutomationControlled", "--lang=en-US"],
|
||||||
},
|
},
|
||||||
},
|
},
|
||||||
|
|
||||||
|
preNavigationHooks: [
|
||||||
|
async ({ page }) => {
|
||||||
|
await page.setExtraHTTPHeaders({
|
||||||
|
"Accept-Language": "en-US,en;q=0.9",
|
||||||
|
});
|
||||||
|
await page.context().addCookies([
|
||||||
|
{ name: "currency", value: "USD", domain: ".fs.com", path: "/" },
|
||||||
|
{ name: "lang", value: "en", domain: ".fs.com", path: "/" },
|
||||||
|
{ name: "country", value: "US", domain: ".fs.com", path: "/" },
|
||||||
|
]);
|
||||||
|
},
|
||||||
|
],
|
||||||
|
|
||||||
async requestHandler({ page, request, log }) {
|
async requestHandler({ page, request, log }) {
|
||||||
const url = request.url;
|
const url = request.url;
|
||||||
log.info(`Scraping: ${url}`);
|
log.info(`Scraping: ${url}`);
|
||||||
|
|
||||||
// Wait for product list to render
|
// Wait for Vue.js product grid to render
|
||||||
await page.waitForTimeout(3000);
|
await page.waitForTimeout(4000);
|
||||||
|
|
||||||
// Try multiple selectors — FS.com changes DOM frequently
|
|
||||||
const productData = await page.evaluate(() => {
|
const productData = await page.evaluate(() => {
|
||||||
const results: Array<{
|
const results: Array<{
|
||||||
name: string;
|
name: string;
|
||||||
@ -119,65 +136,55 @@ export async function scrapeFs(): Promise<void> {
|
|||||||
partNumber: string;
|
partNumber: string;
|
||||||
}> = [];
|
}> = [];
|
||||||
|
|
||||||
// Strategy 1: Look for product links with prices nearby
|
// Strategy 1: Parse .category__grid__item cards (2026 Vue.js DOM)
|
||||||
const productLinks = document.querySelectorAll(
|
const gridItems = document.querySelectorAll(".category__grid__item");
|
||||||
'a[href*="/products/"], a[href*="/product/"], .product-item a, .o-list-product a, [class*="product"] a[href]'
|
for (const item of gridItems) {
|
||||||
);
|
const link = item.querySelector('a[href*="/products/"]') as HTMLAnchorElement | null;
|
||||||
|
const img = item.querySelector("img");
|
||||||
|
const priceEl = item.querySelector(".grid__price");
|
||||||
|
const allText = item.textContent || "";
|
||||||
|
|
||||||
|
if (!link) continue;
|
||||||
|
|
||||||
|
const name = img?.getAttribute("alt")?.trim() || link.textContent?.trim() || "";
|
||||||
|
const href = link.getAttribute("href") || "";
|
||||||
|
const price = priceEl?.textContent?.trim() || "";
|
||||||
|
|
||||||
|
// Extract stock from text like "1914 in Global Warehouse"
|
||||||
|
const stockMatch = allText.match(/(\d+)\s+in\s+(?:Global\s+)?Warehouse/i);
|
||||||
|
const stock = stockMatch ? stockMatch[1] + " in stock" : "";
|
||||||
|
|
||||||
|
// Extract FS product ID from URL
|
||||||
|
const pnMatch = href.match(/products\/(\d+)\.html/);
|
||||||
|
const partNumber = pnMatch ? `FS-${pnMatch[1]}` : "";
|
||||||
|
|
||||||
|
if (name && href) {
|
||||||
|
results.push({ name, href, price, stock, partNumber });
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Strategy 2: Fallback — look for product links with prices nearby
|
||||||
|
if (results.length === 0) {
|
||||||
|
const productLinks = document.querySelectorAll(
|
||||||
|
'a[href*="/products/"], a[href*="/product/"]'
|
||||||
|
);
|
||||||
for (const link of productLinks) {
|
for (const link of productLinks) {
|
||||||
const el = link as HTMLAnchorElement;
|
const el = link as HTMLAnchorElement;
|
||||||
const name = el.textContent?.trim() || "";
|
const name = el.textContent?.trim() || "";
|
||||||
const href = el.getAttribute("href") || "";
|
const href = el.getAttribute("href") || "";
|
||||||
|
|
||||||
if (!name || name.length < 5 || !href) continue;
|
if (!name || name.length < 5 || !href) continue;
|
||||||
|
|
||||||
// Find price in parent/sibling elements
|
const container = el.closest('[class*="product"]') || el.closest('[class*="item"]') || el.closest("li") || el.parentElement?.parentElement;
|
||||||
const container =
|
|
||||||
el.closest('[class*="product"]') ||
|
|
||||||
el.closest('[class*="item"]') ||
|
|
||||||
el.closest("li") ||
|
|
||||||
el.parentElement?.parentElement;
|
|
||||||
|
|
||||||
let price = "";
|
let price = "";
|
||||||
let stock = "";
|
let stock = "";
|
||||||
|
|
||||||
if (container) {
|
if (container) {
|
||||||
const priceEl = container.querySelector(
|
const priceEl = container.querySelector('[class*="price"]');
|
||||||
'[class*="price"], [class*="Price"], .o-price, span[data-price]'
|
|
||||||
);
|
|
||||||
price = priceEl?.textContent?.trim() || "";
|
price = priceEl?.textContent?.trim() || "";
|
||||||
|
const stockEl = container.querySelector('[class*="stock"], [class*="avail"]');
|
||||||
const stockEl = container.querySelector(
|
|
||||||
'[class*="stock"], [class*="Stock"], [class*="avail"], .o-stock'
|
|
||||||
);
|
|
||||||
stock = stockEl?.textContent?.trim() || "";
|
stock = stockEl?.textContent?.trim() || "";
|
||||||
}
|
}
|
||||||
|
const pn = href.split("/").pop()?.replace(".html", "")?.replace(/\?.*/, "") || "";
|
||||||
// Extract part number from URL or text
|
if (name) results.push({ name, href, price, stock, partNumber: pn });
|
||||||
const pn = href.split("/").pop()?.replace(".html", "")?.replace("#", "") || "";
|
|
||||||
|
|
||||||
if (name && (price || href.includes("/product"))) {
|
|
||||||
results.push({ name, href, price, stock, partNumber: pn });
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
// Strategy 2: Look for any element with $ or US$ price pattern
|
|
||||||
if (results.length === 0) {
|
|
||||||
const allText = document.querySelectorAll("*");
|
|
||||||
for (const el of allText) {
|
|
||||||
const text = el.textContent || "";
|
|
||||||
if (/US?\$\s*\d+\.\d{2}/.test(text) && text.length < 200) {
|
|
||||||
const linkEl = el.closest("a") || el.querySelector("a");
|
|
||||||
if (linkEl) {
|
|
||||||
results.push({
|
|
||||||
name: linkEl.textContent?.trim() || text.slice(0, 100),
|
|
||||||
href: linkEl.getAttribute("href") || "",
|
|
||||||
price: text.match(/US?\$\s*[\d,.]+/)?.[0] || "",
|
|
||||||
stock: "",
|
|
||||||
partNumber: "",
|
|
||||||
});
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|||||||
@ -8,7 +8,7 @@
|
|||||||
import { pool, findOrCreateScrapedTransceiver, ensureVendor, upsertPriceObservation } from "../utils/db";
|
import { pool, findOrCreateScrapedTransceiver, ensureVendor, upsertPriceObservation } from "../utils/db";
|
||||||
import { contentHash } from "../utils/hash";
|
import { contentHash } from "../utils/hash";
|
||||||
|
|
||||||
const BASE = "https://gbics.com";
|
const BASE = "https://www.gbics.com";
|
||||||
const HEADERS = {
|
const HEADERS = {
|
||||||
"User-Agent": "Mozilla/5.0 (compatible; TIP-Bot/1.0; research)",
|
"User-Agent": "Mozilla/5.0 (compatible; TIP-Bot/1.0; research)",
|
||||||
Accept: "text/html,application/xhtml+xml",
|
Accept: "text/html,application/xhtml+xml",
|
||||||
@ -100,7 +100,7 @@ function parseProductList(html: string, cat: typeof CATEGORIES[number]): Product
|
|||||||
|
|
||||||
// BigCommerce card-title pattern:
|
// BigCommerce card-title pattern:
|
||||||
// <a aria-label="Product Name, £XX.XX" href="URL" data-event-type="product-click">
|
// <a aria-label="Product Name, £XX.XX" href="URL" data-event-type="product-click">
|
||||||
const productRegex = /aria-label="([^"]+)"\s+href="(https?:\/\/gbics\.com\/[^"]+)"\s+data-event-type="product-click"/gi;
|
const productRegex = /aria-label="([^"]+)"\s+href="(https?:\/\/(?:www\.)?gbics\.com\/[^"]+)"[^>]*data-event-type="product-click"/gi;
|
||||||
let match;
|
let match;
|
||||||
while ((match = productRegex.exec(collapsed)) !== null) {
|
while ((match = productRegex.exec(collapsed)) !== null) {
|
||||||
const label = match[1].trim();
|
const label = match[1].trim();
|
||||||
@ -110,7 +110,14 @@ function parseProductList(html: string, cat: typeof CATEGORIES[number]): Product
|
|||||||
// Split on last comma to separate name and price
|
// Split on last comma to separate name and price
|
||||||
const priceInLabel = label.match(/,\s*£\s*([\d,.]+)\s*$/);
|
const priceInLabel = label.match(/,\s*£\s*([\d,.]+)\s*$/);
|
||||||
const name = priceInLabel ? label.slice(0, label.lastIndexOf(",")).trim() : label;
|
const name = priceInLabel ? label.slice(0, label.lastIndexOf(",")).trim() : label;
|
||||||
const price = priceInLabel ? parseFloat(priceInLabel[1].replace(",", "")) : undefined;
|
let price = priceInLabel ? parseFloat(priceInLabel[1].replace(",", "")) : undefined;
|
||||||
|
|
||||||
|
// Fallback: extract price from data-price-asc attribute on parent <li>
|
||||||
|
if (!price) {
|
||||||
|
const priceContext = collapsed.slice(Math.max(0, match.index - 500), match.index);
|
||||||
|
const dataPriceMatch = priceContext.match(/data-price-asc="(\d+)"/);
|
||||||
|
if (dataPriceMatch) price = parseFloat(dataPriceMatch[1]);
|
||||||
|
}
|
||||||
|
|
||||||
if (name.length < 10) continue;
|
if (name.length < 10) continue;
|
||||||
|
|
||||||
@ -131,7 +138,7 @@ function parseProductList(html: string, cat: typeof CATEGORIES[number]): Product
|
|||||||
|
|
||||||
// Fallback: try "Now: £XX.XX" pattern near product links
|
// Fallback: try "Now: £XX.XX" pattern near product links
|
||||||
if (products.length === 0) {
|
if (products.length === 0) {
|
||||||
const altRegex = /href="(https?:\/\/gbics\.com\/[^"]+)"[^>]*>\s*([^<]{15,})<\/a>/gi;
|
const altRegex = /href="(https?:\/\/(?:www\.)?gbics\.com\/[^"]+)"[^>]*>\s*([^<]{15,})<\/a>/gi;
|
||||||
while ((match = altRegex.exec(collapsed)) !== null) {
|
while ((match = altRegex.exec(collapsed)) !== null) {
|
||||||
const url = match[1];
|
const url = match[1];
|
||||||
const name = match[2].trim();
|
const name = match[2].trim();
|
||||||
@ -172,7 +179,7 @@ async function fetchPage(url: string): Promise<string> {
|
|||||||
export async function scrapeGbics(): Promise<void> {
|
export async function scrapeGbics(): Promise<void> {
|
||||||
console.log("=== GBICS.com Scraper Starting ===\n");
|
console.log("=== GBICS.com Scraper Starting ===\n");
|
||||||
|
|
||||||
const vendorId = await ensureVendor("GBICS", "compatible", "https://gbics.com", "https://gbics.com/optical-transceivers/");
|
const vendorId = await ensureVendor("GBICS", "compatible", "https://www.gbics.com", "https://www.gbics.com/optical-transceivers/");
|
||||||
|
|
||||||
let totalProducts = 0;
|
let totalProducts = 0;
|
||||||
let priceUpdates = 0;
|
let priceUpdates = 0;
|
||||||
|
|||||||
@ -38,19 +38,14 @@ interface NewsArticle {
|
|||||||
const FEEDS: RssFeed[] = [
|
const FEEDS: RssFeed[] = [
|
||||||
// === PRIMARY: Transceiver-specific ===
|
// === PRIMARY: Transceiver-specific ===
|
||||||
{
|
{
|
||||||
name: "Lightwave Online",
|
name: "The Next Platform",
|
||||||
url: "https://www.lightwaveonline.com/rss",
|
url: "https://www.nextplatform.com/feed/",
|
||||||
category: "market_report",
|
category: "market_report",
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
name: "Lightwave - Fiber Optics",
|
name: "ServeTheHome",
|
||||||
url: "https://www.lightwaveonline.com/fttx/rss",
|
url: "https://www.servethehome.com/feed/",
|
||||||
category: "market_report",
|
category: "product_launch",
|
||||||
},
|
|
||||||
{
|
|
||||||
name: "Fierce Telecom",
|
|
||||||
url: "https://www.fiercetelecom.com/rss/xml",
|
|
||||||
category: "market_report",
|
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
name: "Optics.org",
|
name: "Optics.org",
|
||||||
@ -69,8 +64,8 @@ const FEEDS: RssFeed[] = [
|
|||||||
category: "market_report",
|
category: "market_report",
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
name: "SDxCentral",
|
name: "The Register - Data Centre",
|
||||||
url: "https://www.sdxcentral.com/feed/",
|
url: "https://www.theregister.com/data_centre/headlines.atom",
|
||||||
category: "market_report",
|
category: "market_report",
|
||||||
},
|
},
|
||||||
// === TERTIARY: General tech / photonics ===
|
// === TERTIARY: General tech / photonics ===
|
||||||
|
|||||||
@ -1,22 +1,29 @@
|
|||||||
/**
|
/**
|
||||||
* ProLabs Scraper — Enterprise-grade compatible optics (Legrand subsidiary)
|
* ProLabs Scraper — Enterprise-grade compatible optics (Legrand subsidiary)
|
||||||
*
|
*
|
||||||
* prolabs.com — Server-rendered HTML with public USD pricing.
|
* prolabs.com — CloudFront WAF aggressively blocks datacenter IPs.
|
||||||
|
* Uses PlaywrightCrawler with Firefox for anti-detection.
|
||||||
|
*
|
||||||
|
* KNOWN ISSUE: CloudFront blocks all requests from IONOS/datacenter IPs
|
||||||
|
* (HTTP 403 "Request blocked"). This scraper works correctly from
|
||||||
|
* residential IPs. Solutions:
|
||||||
|
* 1. Set PROXY_URL env var to a residential/rotating proxy
|
||||||
|
* 2. Run from a residential IP (e.g. home server)
|
||||||
|
* 3. Route through WireGuard with internet breakout at home
|
||||||
|
*
|
||||||
* Products listed under /products/networking/fiber-optics/ category pages.
|
* Products listed under /products/networking/fiber-optics/ category pages.
|
||||||
* Pagination via ?page=N. Rate limited: 1 req/2sec. Max 100 pages.
|
* Pagination via ?page=N. Rate limited: maxConcurrency 1, 10 req/min.
|
||||||
*
|
*
|
||||||
* SKU format examples: "Q-4X10G-LR-PR", "SFP-10G-SR-PR", "Q28-100G-LR4-PR"
|
* SKU format examples: "Q-4X10G-LR-PR", "SFP-10G-SR-PR", "Q28-100G-LR4-PR"
|
||||||
*/
|
*/
|
||||||
|
import { PlaywrightCrawler, RequestQueue } from "crawlee";
|
||||||
|
import { firefox } from "playwright";
|
||||||
import { pool, findOrCreateScrapedTransceiver, ensureVendor, upsertPriceObservation } from "../utils/db";
|
import { pool, findOrCreateScrapedTransceiver, ensureVendor, upsertPriceObservation } from "../utils/db";
|
||||||
import { contentHash } from "../utils/hash";
|
import { contentHash } from "../utils/hash";
|
||||||
|
|
||||||
const BASE = "https://www.prolabs.com";
|
const BASE = "https://www.prolabs.com";
|
||||||
const HEADERS = {
|
|
||||||
"User-Agent": "Mozilla/5.0 (compatible; TIP-Bot/1.0; research)",
|
|
||||||
Accept: "text/html,application/xhtml+xml",
|
|
||||||
};
|
|
||||||
|
|
||||||
const MAX_PAGES = 100;
|
const MAX_PAGES = 100;
|
||||||
|
const PROXY_URL = process.env.PROXY_URL || "";
|
||||||
|
|
||||||
const CATEGORIES = [
|
const CATEGORIES = [
|
||||||
{ path: "/products/networking/fiber-optics/sfp-modules", formFactor: "SFP", speed: "1G", speedGbps: 1 },
|
{ path: "/products/networking/fiber-optics/sfp-modules", formFactor: "SFP", speed: "1G", speedGbps: 1 },
|
||||||
@ -26,7 +33,6 @@ const CATEGORIES = [
|
|||||||
{ path: "/products/networking/fiber-optics/qsfp28-modules", formFactor: "QSFP28", speed: "100G", speedGbps: 100 },
|
{ path: "/products/networking/fiber-optics/qsfp28-modules", formFactor: "QSFP28", speed: "100G", speedGbps: 100 },
|
||||||
{ path: "/products/networking/fiber-optics/qsfp-dd-modules", formFactor: "QSFP-DD", speed: "400G", speedGbps: 400 },
|
{ path: "/products/networking/fiber-optics/qsfp-dd-modules", formFactor: "QSFP-DD", speed: "400G", speedGbps: 400 },
|
||||||
{ path: "/products/networking/fiber-optics/coherent-modules", formFactor: "QSFP-DD", speed: "400G", speedGbps: 400 },
|
{ path: "/products/networking/fiber-optics/coherent-modules", formFactor: "QSFP-DD", speed: "400G", speedGbps: 400 },
|
||||||
// Broad fallback category in case above paths differ on the live site
|
|
||||||
{ path: "/products/networking/fiber-optics", formFactor: "SFP+", speed: "10G", speedGbps: 10 },
|
{ path: "/products/networking/fiber-optics", formFactor: "SFP+", speed: "10G", speedGbps: 10 },
|
||||||
];
|
];
|
||||||
|
|
||||||
@ -45,9 +51,9 @@ interface Product {
|
|||||||
wavelength?: string;
|
wavelength?: string;
|
||||||
}
|
}
|
||||||
|
|
||||||
function sleep(ms: number): Promise<void> {
|
/* ------------------------------------------------------------------ */
|
||||||
return new Promise((resolve) => setTimeout(resolve, ms));
|
/* Helper / detection functions (unchanged from original) */
|
||||||
}
|
/* ------------------------------------------------------------------ */
|
||||||
|
|
||||||
function detectReach(text: string): { label: string; meters: number } | undefined {
|
function detectReach(text: string): { label: string; meters: number } | undefined {
|
||||||
const patterns: [RegExp, string, number][] = [
|
const patterns: [RegExp, string, number][] = [
|
||||||
@ -90,18 +96,6 @@ function detectWavelength(text: string): string {
|
|||||||
return match ? match[1] : "";
|
return match ? match[1] : "";
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
|
||||||
* Infer form factor and speed from ProLabs SKU prefixes when category context
|
|
||||||
* is not specific enough (e.g. when crawling the broad fallback category).
|
|
||||||
*
|
|
||||||
* ProLabs SKU prefix conventions:
|
|
||||||
* Q- -> QSFP+ 40G
|
|
||||||
* Q28- -> QSFP28 100G
|
|
||||||
* QDD- -> QSFP-DD 400G
|
|
||||||
* SFP28- -> SFP28 25G
|
|
||||||
* SFP- -> SFP+ 10G (most common ProLabs prefix)
|
|
||||||
* S- -> SFP 1G
|
|
||||||
*/
|
|
||||||
function inferFromSku(sku: string, cat: typeof CATEGORIES[number]): {
|
function inferFromSku(sku: string, cat: typeof CATEGORIES[number]): {
|
||||||
formFactor: string;
|
formFactor: string;
|
||||||
speed: string;
|
speed: string;
|
||||||
@ -116,121 +110,6 @@ function inferFromSku(sku: string, cat: typeof CATEGORIES[number]): {
|
|||||||
return { formFactor: cat.formFactor, speed: cat.speed, speedGbps: cat.speedGbps };
|
return { formFactor: cat.formFactor, speed: cat.speed, speedGbps: cat.speedGbps };
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
|
||||||
* Parse product listings from a ProLabs category page.
|
|
||||||
*
|
|
||||||
* ProLabs uses a standard e-commerce layout:
|
|
||||||
* - Product cards with an <a> link containing the product URL and name
|
|
||||||
* - Price in a span with "price" in class or as "$XX.XX" text nearby
|
|
||||||
* - SKU / part number in the URL slug
|
|
||||||
* - Stock badge: "In Stock" / "Out of Stock" / "Call for Availability"
|
|
||||||
*
|
|
||||||
* We parse with lightweight regex on collapsed HTML — same approach as gbics.ts
|
|
||||||
* and sfpcables.ts (no DOM parser dependency).
|
|
||||||
*/
|
|
||||||
function parseProductList(html: string, cat: typeof CATEGORIES[number]): Product[] {
|
|
||||||
const products: Product[] = [];
|
|
||||||
const collapsed = html.replace(/\s+/g, " ");
|
|
||||||
|
|
||||||
// Strategy 1: product cards with structured href containing a SKU-like segment
|
|
||||||
// Match anchor tags whose href is a deep product path ending in a SKU pattern
|
|
||||||
const productLinkRegex = /href="(\/products\/[^"]*?\/([A-Z0-9][A-Z0-9\-_]{3,}(?:-PR)?))"\s[^>]*>([^<]{10,})<\/a>/gi;
|
|
||||||
let match: RegExpExecArray | null;
|
|
||||||
|
|
||||||
while ((match = productLinkRegex.exec(collapsed)) !== null) {
|
|
||||||
const relUrl = match[1];
|
|
||||||
const skuFromUrl = match[2];
|
|
||||||
const linkText = match[3].trim();
|
|
||||||
|
|
||||||
// Skip navigation / filter / pagination links
|
|
||||||
if (/category|filter|sort|page|breadcrumb/i.test(relUrl)) continue;
|
|
||||||
if (linkText.length > 200) continue;
|
|
||||||
|
|
||||||
const url = BASE + relUrl;
|
|
||||||
const partNumber = skuFromUrl.slice(0, 80);
|
|
||||||
const name = linkText.length > 10 ? linkText : partNumber;
|
|
||||||
|
|
||||||
// Look for price in a 700-char window after the match position
|
|
||||||
const context = collapsed.slice(Math.max(0, match.index - 100), match.index + 700);
|
|
||||||
const priceMatch = context.match(/\$\s*([\d,]+\.?\d{0,2})/) ||
|
|
||||||
context.match(/price[^>]*>\s*\$?\s*([\d,]+\.?\d{0,2})/i);
|
|
||||||
const price = priceMatch ? parseFloat(priceMatch[1].replace(",", "")) : undefined;
|
|
||||||
|
|
||||||
const stockMatch = context.match(/(in[\s-]stock|out[\s-]of[\s-]stock|call for availability|available|backordered)/i);
|
|
||||||
const stockStatus = stockMatch ? stockMatch[1].toLowerCase() : undefined;
|
|
||||||
|
|
||||||
const combined = name + " " + partNumber;
|
|
||||||
const reach = detectReach(combined);
|
|
||||||
const { formFactor, speed, speedGbps } = inferFromSku(partNumber, cat);
|
|
||||||
|
|
||||||
products.push({
|
|
||||||
partNumber, name, url,
|
|
||||||
price: price && price > 0 && price < 100000 ? price : undefined,
|
|
||||||
stockStatus,
|
|
||||||
formFactor, speed, speedGbps,
|
|
||||||
reachLabel: reach?.label,
|
|
||||||
reachMeters: reach?.meters,
|
|
||||||
fiberType: detectFiber(combined),
|
|
||||||
wavelength: detectWavelength(combined),
|
|
||||||
});
|
|
||||||
}
|
|
||||||
|
|
||||||
// Strategy 2: Fallback — any link to a /products/ URL that has a $ price nearby
|
|
||||||
if (products.length === 0) {
|
|
||||||
const altRegex = /href="(\/products\/[^"]{10,})"/gi;
|
|
||||||
while ((match = altRegex.exec(collapsed)) !== null) {
|
|
||||||
const relUrl = match[1];
|
|
||||||
if (/category|filter|sort|page|breadcrumb/i.test(relUrl)) continue;
|
|
||||||
|
|
||||||
const context = collapsed.slice(Math.max(0, match.index - 50), match.index + 800);
|
|
||||||
const priceMatch = context.match(/\$\s*([\d,]+\.?\d{0,2})/);
|
|
||||||
if (!priceMatch) continue;
|
|
||||||
|
|
||||||
const price = parseFloat(priceMatch[1].replace(",", ""));
|
|
||||||
const nameMatch = context.match(/<(?:h[23]|strong|span)[^>]*>([^<]{10,150})<\//i);
|
|
||||||
const name = nameMatch ? nameMatch[1].trim() : relUrl.split("/").pop() || "";
|
|
||||||
const partNumber = (relUrl.split("/").pop() ?? name).slice(0, 80);
|
|
||||||
|
|
||||||
const url = BASE + relUrl;
|
|
||||||
const combined = name + " " + partNumber;
|
|
||||||
const reach = detectReach(combined);
|
|
||||||
const { formFactor, speed, speedGbps } = inferFromSku(partNumber, cat);
|
|
||||||
|
|
||||||
products.push({
|
|
||||||
partNumber, name, url,
|
|
||||||
price: price > 0 && price < 100000 ? price : undefined,
|
|
||||||
formFactor, speed, speedGbps,
|
|
||||||
reachLabel: reach?.label,
|
|
||||||
reachMeters: reach?.meters,
|
|
||||||
fiberType: detectFiber(combined),
|
|
||||||
wavelength: detectWavelength(combined),
|
|
||||||
});
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
// Deduplicate by URL
|
|
||||||
const seen = new Set<string>();
|
|
||||||
return products.filter((p) => {
|
|
||||||
if (seen.has(p.url)) return false;
|
|
||||||
seen.add(p.url);
|
|
||||||
return true;
|
|
||||||
});
|
|
||||||
}
|
|
||||||
|
|
||||||
/** Check if the HTML contains a link to the next pagination page. */
|
|
||||||
function hasNextPage(html: string, currentPage: number): boolean {
|
|
||||||
if (/rel="next"/i.test(html)) return true;
|
|
||||||
const nextPageNum = currentPage + 1;
|
|
||||||
const pattern = new RegExp(`[?&]page=${nextPageNum}`, "i");
|
|
||||||
return pattern.test(html);
|
|
||||||
}
|
|
||||||
|
|
||||||
async function fetchPage(url: string): Promise<string> {
|
|
||||||
const resp = await fetch(url, { headers: HEADERS, signal: AbortSignal.timeout(30000) });
|
|
||||||
if (!resp.ok) throw new Error(`HTTP ${resp.status} for ${url}`);
|
|
||||||
return resp.text();
|
|
||||||
}
|
|
||||||
|
|
||||||
function normalizeStockLevel(
|
function normalizeStockLevel(
|
||||||
raw?: string
|
raw?: string
|
||||||
): "in_stock" | "low_stock" | "out_of_stock" | "on_request" {
|
): "in_stock" | "low_stock" | "out_of_stock" | "on_request" {
|
||||||
@ -242,8 +121,19 @@ function normalizeStockLevel(
|
|||||||
return "on_request";
|
return "on_request";
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/* ------------------------------------------------------------------ */
|
||||||
|
/* Main scraper */
|
||||||
|
/* ------------------------------------------------------------------ */
|
||||||
|
|
||||||
export async function scrapeProLabs(): Promise<void> {
|
export async function scrapeProLabs(): Promise<void> {
|
||||||
console.log("=== ProLabs Scraper Starting ===\n");
|
console.log("=== ProLabs Scraper Starting (PlaywrightCrawler + Firefox) ===\n");
|
||||||
|
|
||||||
|
if (PROXY_URL) {
|
||||||
|
console.log(`Using proxy: ${PROXY_URL.replace(/:[^:@]+@/, ":***@")}`);
|
||||||
|
} else {
|
||||||
|
console.log("WARNING: No PROXY_URL set. CloudFront WAF blocks datacenter IPs.");
|
||||||
|
console.log("Set PROXY_URL env var for residential proxy if running from VPS.\n");
|
||||||
|
}
|
||||||
|
|
||||||
const vendorId = await ensureVendor(
|
const vendorId = await ensureVendor(
|
||||||
"ProLabs",
|
"ProLabs",
|
||||||
@ -254,30 +144,253 @@ export async function scrapeProLabs(): Promise<void> {
|
|||||||
|
|
||||||
let totalProducts = 0;
|
let totalProducts = 0;
|
||||||
let priceUpdates = 0;
|
let priceUpdates = 0;
|
||||||
|
let blockedPages = 0;
|
||||||
const seenUrls = new Set<string>();
|
const seenUrls = new Set<string>();
|
||||||
|
|
||||||
|
// Map URL -> category metadata
|
||||||
|
const urlToCat = new Map<string, typeof CATEGORIES[number]>();
|
||||||
|
|
||||||
|
const requestQueue = await RequestQueue.open();
|
||||||
|
|
||||||
for (const cat of CATEGORIES) {
|
for (const cat of CATEGORIES) {
|
||||||
console.log(`\n--- ${cat.formFactor} (${cat.speed}) [${cat.path}] ---`);
|
const url = `${BASE}${cat.path}`;
|
||||||
|
urlToCat.set(url, cat);
|
||||||
|
await requestQueue.addRequest({ url, userData: { page: 1, catPath: cat.path } });
|
||||||
|
}
|
||||||
|
|
||||||
let page = 1;
|
const crawler = new PlaywrightCrawler({
|
||||||
let pagesThisCat = 0;
|
requestQueue,
|
||||||
let productsThisCat = 0;
|
maxConcurrency: 1,
|
||||||
|
maxRequestsPerMinute: 10,
|
||||||
|
requestHandlerTimeoutSecs: 120,
|
||||||
|
navigationTimeoutSecs: 60,
|
||||||
|
maxRequestRetries: 2,
|
||||||
|
headless: true,
|
||||||
|
// Override default blockedStatusCodes (normally [401, 403, 429]).
|
||||||
|
// We allow 403 so our handler can inspect the page — CloudFront may
|
||||||
|
// serve a JS challenge that resolves, or we can log the block gracefully.
|
||||||
|
sessionPoolOptions: {
|
||||||
|
blockedStatusCodes: [401, 429],
|
||||||
|
},
|
||||||
|
browserPoolOptions: {
|
||||||
|
useFingerprints: false,
|
||||||
|
},
|
||||||
|
launchContext: {
|
||||||
|
launcher: firefox,
|
||||||
|
launchOptions: {
|
||||||
|
firefoxUserPrefs: {
|
||||||
|
"toolkit.telemetry.enabled": false,
|
||||||
|
"privacy.trackingprotection.enabled": false,
|
||||||
|
},
|
||||||
|
},
|
||||||
|
},
|
||||||
|
...(PROXY_URL ? {
|
||||||
|
proxyConfiguration: new (require("crawlee").ProxyConfiguration)({
|
||||||
|
proxyUrls: [PROXY_URL],
|
||||||
|
}),
|
||||||
|
} : {}),
|
||||||
|
preNavigationHooks: [
|
||||||
|
async ({ page }, goToOptions) => {
|
||||||
|
// Realistic viewport
|
||||||
|
await page.setViewportSize({ width: 1920, height: 1080 });
|
||||||
|
|
||||||
while (page <= MAX_PAGES) {
|
// Override webdriver detection
|
||||||
const url = page === 1
|
await page.addInitScript(() => {
|
||||||
? `${BASE}${cat.path}`
|
Object.defineProperty(navigator, "webdriver", { get: () => false });
|
||||||
: `${BASE}${cat.path}?page=${page}`;
|
});
|
||||||
|
|
||||||
|
if (goToOptions) {
|
||||||
|
goToOptions.waitUntil = "load";
|
||||||
|
}
|
||||||
|
},
|
||||||
|
],
|
||||||
|
|
||||||
|
async requestHandler({ page, request, log }) {
|
||||||
|
const currentPage: number = request.userData?.page ?? 1;
|
||||||
|
const catPath: string = request.userData?.catPath ?? "";
|
||||||
|
|
||||||
|
const cat = urlToCat.get(request.url) ??
|
||||||
|
CATEGORIES.find((c) => catPath === c.path) ??
|
||||||
|
CATEGORIES[CATEGORIES.length - 1];
|
||||||
|
urlToCat.set(request.url, cat);
|
||||||
|
|
||||||
|
log.info(`[${cat.formFactor} ${cat.speed}] Page ${currentPage}: ${request.url}`);
|
||||||
|
|
||||||
|
// Give JS challenges time to resolve
|
||||||
|
await page.waitForTimeout(8000);
|
||||||
|
|
||||||
|
// Check what we actually got
|
||||||
|
const pageTitle = await page.title();
|
||||||
|
const bodyText = await page.evaluate(() => document.body?.innerText?.slice(0, 500) || "");
|
||||||
|
log.info(` Title: "${pageTitle}"`);
|
||||||
|
|
||||||
|
// Detect CloudFront WAF block
|
||||||
|
if (bodyText.includes("Request blocked") ||
|
||||||
|
bodyText.includes("Access Denied") ||
|
||||||
|
bodyText.includes("403 ERROR") ||
|
||||||
|
pageTitle.includes("ERROR")) {
|
||||||
|
blockedPages++;
|
||||||
|
log.warning(` CloudFront WAF blocked this page (${blockedPages} total blocked)`);
|
||||||
|
if (blockedPages >= 3 && totalProducts === 0) {
|
||||||
|
log.warning(` Multiple blocks detected — likely IP-level block. Consider using PROXY_URL.`);
|
||||||
|
}
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Extract products via page.evaluate
|
||||||
|
const productData = await page.evaluate(() => {
|
||||||
|
const results: Array<{
|
||||||
|
name: string;
|
||||||
|
href: string;
|
||||||
|
price: string;
|
||||||
|
stock: string;
|
||||||
|
partNumber: string;
|
||||||
|
}> = [];
|
||||||
|
|
||||||
|
// Strategy 1: Product card links
|
||||||
|
const productLinks = document.querySelectorAll(
|
||||||
|
'a[href*="/products/"], .product-card a, .product-item a, [class*="product"] a[href], .product-list a, .category-products a, [data-product] a'
|
||||||
|
);
|
||||||
|
|
||||||
|
for (const link of productLinks) {
|
||||||
|
const el = link as HTMLAnchorElement;
|
||||||
|
const name = el.textContent?.trim() || "";
|
||||||
|
const href = el.getAttribute("href") || "";
|
||||||
|
|
||||||
|
if (!name || name.length < 5 || name.length > 200 || !href) continue;
|
||||||
|
if (/category|filter|sort|breadcrumb|login|cart|account/i.test(href) && !/products\//i.test(href)) continue;
|
||||||
|
|
||||||
|
const container =
|
||||||
|
el.closest('[class*="product"]') ||
|
||||||
|
el.closest('[class*="item"]') ||
|
||||||
|
el.closest('[class*="card"]') ||
|
||||||
|
el.closest("li") ||
|
||||||
|
el.parentElement?.parentElement?.parentElement;
|
||||||
|
|
||||||
|
let price = "";
|
||||||
|
let stock = "";
|
||||||
|
let pn = "";
|
||||||
|
|
||||||
|
if (container) {
|
||||||
|
const priceEl = container.querySelector(
|
||||||
|
'[class*="price"], [class*="Price"], [data-price], .price'
|
||||||
|
);
|
||||||
|
price = priceEl?.textContent?.trim() || "";
|
||||||
|
if (!price) {
|
||||||
|
const containerText = container.textContent || "";
|
||||||
|
const priceMatch = containerText.match(/\$\s*[\d,]+\.?\d{0,2}/);
|
||||||
|
if (priceMatch) price = priceMatch[0];
|
||||||
|
}
|
||||||
|
|
||||||
|
const stockEl = container.querySelector(
|
||||||
|
'[class*="stock"], [class*="Stock"], [class*="avail"], [class*="Avail"]'
|
||||||
|
);
|
||||||
|
stock = stockEl?.textContent?.trim() || "";
|
||||||
|
|
||||||
|
const skuEl = container.querySelector(
|
||||||
|
'[class*="sku"], [class*="SKU"], [class*="part"], [class*="Part"], [class*="model"]'
|
||||||
|
);
|
||||||
|
pn = skuEl?.textContent?.trim() || "";
|
||||||
|
}
|
||||||
|
|
||||||
|
if (!pn) {
|
||||||
|
pn = href.split("/").pop()?.replace(/\.html?$/, "")?.replace(/#.*$/, "") || "";
|
||||||
|
}
|
||||||
|
|
||||||
|
if (name && href.includes("/products/")) {
|
||||||
|
results.push({ name, href, price, stock, partNumber: pn });
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Strategy 2: Scan deeper for anchors with product URLs
|
||||||
|
if (results.length === 0) {
|
||||||
|
const allAnchors = document.querySelectorAll("a[href*='/products/']");
|
||||||
|
for (const el of allAnchors) {
|
||||||
|
const anchor = el as HTMLAnchorElement;
|
||||||
|
const href = anchor.getAttribute("href") || "";
|
||||||
|
const name = anchor.textContent?.trim() || "";
|
||||||
|
if (!name || name.length < 5) continue;
|
||||||
|
|
||||||
|
let parent: Element | null = anchor;
|
||||||
|
let price = "";
|
||||||
|
for (let i = 0; i < 4 && parent; i++) {
|
||||||
|
parent = parent.parentElement;
|
||||||
|
if (parent) {
|
||||||
|
const text = parent.textContent || "";
|
||||||
|
const m = text.match(/\$\s*[\d,]+\.?\d{0,2}/);
|
||||||
|
if (m) { price = m[0]; break; }
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
const pn = href.split("/").pop()?.replace(/\.html?$/, "") || "";
|
||||||
|
results.push({ name, href, price, stock: "", partNumber: pn });
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Strategy 3: JSON-LD structured data
|
||||||
|
const ldScripts = document.querySelectorAll('script[type="application/ld+json"]');
|
||||||
|
for (const script of ldScripts) {
|
||||||
try {
|
try {
|
||||||
const html = await fetchPage(url);
|
const data = JSON.parse(script.textContent || "");
|
||||||
const pageProducts = parseProductList(html, cat);
|
const items = data.itemListElement || (Array.isArray(data) ? data : [data]);
|
||||||
|
for (const item of items) {
|
||||||
|
if (item["@type"] === "Product" || item.offers) {
|
||||||
|
const name = item.name || "";
|
||||||
|
const href = item.url || "";
|
||||||
|
const offers = item.offers || {};
|
||||||
|
const price = offers.price ? `$${offers.price}` : "";
|
||||||
|
const stock = offers.availability || "";
|
||||||
|
const pn = item.sku || item.mpn || href.split("/").pop() || "";
|
||||||
|
if (name) results.push({ name, href, price, stock, partNumber: pn });
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} catch { /* ignore parse errors */ }
|
||||||
|
}
|
||||||
|
|
||||||
// Global dedup: broad fallback category overlaps with specific ones
|
return results;
|
||||||
|
});
|
||||||
|
|
||||||
|
log.info(` Raw items extracted: ${productData.length}`);
|
||||||
|
|
||||||
|
// Process extracted products
|
||||||
|
const pageProducts: Product[] = [];
|
||||||
|
|
||||||
|
for (const item of productData) {
|
||||||
|
if (!item.name) continue;
|
||||||
|
|
||||||
|
const partNumber = (item.partNumber || item.name).slice(0, 80).trim();
|
||||||
|
const name = item.name.slice(0, 200).trim();
|
||||||
|
const url = item.href.startsWith("http") ? item.href : `${BASE}${item.href}`;
|
||||||
|
|
||||||
|
let price: number | undefined;
|
||||||
|
if (item.price) {
|
||||||
|
const cleaned = item.price.replace(/[^\d.,]/g, "").replace(",", "");
|
||||||
|
const parsed = parseFloat(cleaned);
|
||||||
|
if (parsed > 0 && parsed < 100000) price = parsed;
|
||||||
|
}
|
||||||
|
|
||||||
|
const combined = name + " " + partNumber;
|
||||||
|
const reach = detectReach(combined);
|
||||||
|
const { formFactor, speed, speedGbps } = inferFromSku(partNumber, cat);
|
||||||
|
|
||||||
|
pageProducts.push({
|
||||||
|
partNumber, name, url, price,
|
||||||
|
stockStatus: item.stock || undefined,
|
||||||
|
formFactor, speed, speedGbps,
|
||||||
|
reachLabel: reach?.label,
|
||||||
|
reachMeters: reach?.meters,
|
||||||
|
fiberType: detectFiber(combined),
|
||||||
|
wavelength: detectWavelength(combined),
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// Deduplicate against global set
|
||||||
const newProducts = pageProducts.filter((p) => !seenUrls.has(p.url));
|
const newProducts = pageProducts.filter((p) => !seenUrls.has(p.url));
|
||||||
newProducts.forEach((p) => seenUrls.add(p.url));
|
for (const p of newProducts) seenUrls.add(p.url);
|
||||||
|
|
||||||
console.log(` Page ${page}: ${pageProducts.length} found, ${newProducts.length} new`);
|
log.info(` Parsed: ${pageProducts.length} found, ${newProducts.length} new`);
|
||||||
|
|
||||||
|
// Write to database
|
||||||
for (const product of newProducts) {
|
for (const product of newProducts) {
|
||||||
try {
|
try {
|
||||||
const txId = await findOrCreateScrapedTransceiver({
|
const txId = await findOrCreateScrapedTransceiver({
|
||||||
@ -311,33 +424,54 @@ export async function scrapeProLabs(): Promise<void> {
|
|||||||
if (updated) priceUpdates++;
|
if (updated) priceUpdates++;
|
||||||
}
|
}
|
||||||
|
|
||||||
productsThisCat++;
|
|
||||||
totalProducts++;
|
totalProducts++;
|
||||||
} catch (err) {
|
} catch (err) {
|
||||||
console.warn(` DB error [${product.partNumber}]: ${(err as Error).message.slice(0, 80)}`);
|
log.warning(` DB error [${product.partNumber}]: ${(err as Error).message.slice(0, 80)}`);
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
pagesThisCat++;
|
// Check for next page
|
||||||
|
const hasNext = await page.evaluate((currentPageNum: number) => {
|
||||||
if (pageProducts.length === 0 || !hasNextPage(html, page)) break;
|
const nextLink = document.querySelector('a[rel="next"], link[rel="next"]');
|
||||||
|
if (nextLink) return true;
|
||||||
page++;
|
const nextNum = currentPageNum + 1;
|
||||||
await sleep(2000);
|
const paginationLinks = document.querySelectorAll('a[href*="page="], .pagination a, nav a');
|
||||||
} catch (err) {
|
for (const link of paginationLinks) {
|
||||||
console.error(` Page ${page} failed: ${(err as Error).message}`);
|
const href = (link as HTMLAnchorElement).getAttribute("href") || "";
|
||||||
break;
|
if (href.includes(`page=${nextNum}`)) return true;
|
||||||
}
|
const text = link.textContent?.trim() || "";
|
||||||
|
if (text === String(nextNum) || text.toLowerCase() === "next" || text === "\u203a" || text === "\u00bb") return true;
|
||||||
}
|
}
|
||||||
|
return false;
|
||||||
|
}, currentPage);
|
||||||
|
|
||||||
console.log(` Category done: ${productsThisCat} products across ${pagesThisCat} page(s)`);
|
if (hasNext && currentPage < MAX_PAGES && newProducts.length > 0) {
|
||||||
|
const nextPageNum = currentPage + 1;
|
||||||
if (cat !== CATEGORIES[CATEGORIES.length - 1]) {
|
const nextUrl = `${BASE}${catPath}?page=${nextPageNum}`;
|
||||||
await sleep(2000);
|
urlToCat.set(nextUrl, cat);
|
||||||
}
|
await requestQueue.addRequest({
|
||||||
|
url: nextUrl,
|
||||||
|
userData: { page: nextPageNum, catPath },
|
||||||
|
});
|
||||||
|
log.info(` Enqueued next page: ${nextPageNum}`);
|
||||||
}
|
}
|
||||||
|
},
|
||||||
|
|
||||||
console.log(`\n=== ProLabs Complete: ${totalProducts} products processed, ${priceUpdates} price updates ===`);
|
async failedRequestHandler({ request, log }) {
|
||||||
|
log.error(`Request failed after retries: ${request.url}`);
|
||||||
|
},
|
||||||
|
});
|
||||||
|
|
||||||
|
await crawler.run();
|
||||||
|
|
||||||
|
console.log(`\n=== ProLabs Complete ===`);
|
||||||
|
console.log(` Products processed: ${totalProducts}`);
|
||||||
|
console.log(` Price updates: ${priceUpdates}`);
|
||||||
|
console.log(` Pages blocked by WAF: ${blockedPages}`);
|
||||||
|
if (blockedPages > 0 && totalProducts === 0) {
|
||||||
|
console.log(`\n All pages blocked by CloudFront WAF (datacenter IP detected).`);
|
||||||
|
console.log(` Fix: Set PROXY_URL=http://user:pass@proxy:port in .env`);
|
||||||
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
if (require.main === module) {
|
if (require.main === module) {
|
||||||
|
|||||||
128
packages/scraper/src/utils/change-detector.ts
Normal file
128
packages/scraper/src/utils/change-detector.ts
Normal file
@ -0,0 +1,128 @@
|
|||||||
|
/**
|
||||||
|
* WS4: Competitor Change Detection
|
||||||
|
*
|
||||||
|
* Compares current scrape results with previous observations
|
||||||
|
* and generates alerts for price changes, new products, stock changes.
|
||||||
|
*/
|
||||||
|
import { Pool } from "pg";
|
||||||
|
|
||||||
|
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",
|
||||||
|
max: 3,
|
||||||
|
});
|
||||||
|
|
||||||
|
interface PriceObservation {
|
||||||
|
transceiver_id: string;
|
||||||
|
vendor_id: string;
|
||||||
|
price: number;
|
||||||
|
currency: string;
|
||||||
|
stock_level?: string;
|
||||||
|
part_number?: string;
|
||||||
|
product_name?: string;
|
||||||
|
form_factor?: string;
|
||||||
|
speed_gbps?: number;
|
||||||
|
source_url?: string;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* After a scraper run, call this to detect changes and generate alerts.
|
||||||
|
*/
|
||||||
|
export async function detectChanges(
|
||||||
|
vendorId: string,
|
||||||
|
currentObservations: PriceObservation[]
|
||||||
|
): Promise<{ alerts: number; priceChanges: number; newProducts: number }> {
|
||||||
|
let alerts = 0;
|
||||||
|
let priceChanges = 0;
|
||||||
|
let newProducts = 0;
|
||||||
|
|
||||||
|
for (const obs of currentObservations) {
|
||||||
|
try {
|
||||||
|
// Get last known price for this transceiver from this vendor
|
||||||
|
const prev = await pool.query(
|
||||||
|
`SELECT price, currency, stock_level
|
||||||
|
FROM price_observations
|
||||||
|
WHERE transceiver_id = $1 AND source_vendor_id = $2
|
||||||
|
ORDER BY time DESC LIMIT 1`,
|
||||||
|
[obs.transceiver_id, obs.vendor_id]
|
||||||
|
);
|
||||||
|
|
||||||
|
if (prev.rows.length === 0) {
|
||||||
|
// New product alert
|
||||||
|
await pool.query(
|
||||||
|
`INSERT INTO competitor_alerts (vendor_id, transceiver_id, alert_type, severity,
|
||||||
|
new_price, currency, part_number, product_name, form_factor, speed_gbps, source_url)
|
||||||
|
VALUES ($1, $2, 'new_product', 'medium', $3, $4, $5, $6, $7, $8, $9)`,
|
||||||
|
[obs.vendor_id, obs.transceiver_id, obs.price, obs.currency,
|
||||||
|
obs.part_number, obs.product_name, obs.form_factor, obs.speed_gbps, obs.source_url]
|
||||||
|
);
|
||||||
|
newProducts++;
|
||||||
|
alerts++;
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
const prevPrice = parseFloat(prev.rows[0].price);
|
||||||
|
const prevStock = prev.rows[0].stock_level;
|
||||||
|
|
||||||
|
// Price change detection (>2% threshold to avoid noise)
|
||||||
|
if (Math.abs(obs.price - prevPrice) / prevPrice > 0.02) {
|
||||||
|
const delta = obs.price - prevPrice;
|
||||||
|
const deltaPct = (delta / prevPrice) * 100;
|
||||||
|
const alertType = delta < 0 ? 'price_drop' : 'price_increase';
|
||||||
|
const severity = Math.abs(deltaPct) > 15 ? 'high' : Math.abs(deltaPct) > 5 ? 'medium' : 'low';
|
||||||
|
|
||||||
|
// Insert alert
|
||||||
|
await pool.query(
|
||||||
|
`INSERT INTO competitor_alerts (vendor_id, transceiver_id, alert_type, severity,
|
||||||
|
old_price, new_price, price_delta, price_pct, currency,
|
||||||
|
part_number, product_name, form_factor, speed_gbps, source_url)
|
||||||
|
VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, $14)`,
|
||||||
|
[obs.vendor_id, obs.transceiver_id, alertType, severity,
|
||||||
|
prevPrice, obs.price, delta, deltaPct, obs.currency,
|
||||||
|
obs.part_number, obs.product_name, obs.form_factor, obs.speed_gbps, obs.source_url]
|
||||||
|
);
|
||||||
|
|
||||||
|
// Insert price change record
|
||||||
|
await pool.query(
|
||||||
|
`INSERT INTO price_changes (transceiver_id, vendor_id, old_price, new_price, delta, delta_pct, currency)
|
||||||
|
VALUES ($1, $2, $3, $4, $5, $6, $7)`,
|
||||||
|
[obs.transceiver_id, obs.vendor_id, prevPrice, obs.price, delta, deltaPct, obs.currency]
|
||||||
|
);
|
||||||
|
|
||||||
|
priceChanges++;
|
||||||
|
alerts++;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Stock change detection
|
||||||
|
if (prevStock && obs.stock_level && prevStock !== obs.stock_level) {
|
||||||
|
if (obs.stock_level === 'out_of_stock' && prevStock !== 'out_of_stock') {
|
||||||
|
await pool.query(
|
||||||
|
`INSERT INTO competitor_alerts (vendor_id, transceiver_id, alert_type, severity,
|
||||||
|
part_number, product_name, form_factor, speed_gbps, source_url)
|
||||||
|
VALUES ($1, $2, 'out_of_stock', 'low', $3, $4, $5, $6, $7)`,
|
||||||
|
[obs.vendor_id, obs.transceiver_id, obs.part_number, obs.product_name,
|
||||||
|
obs.form_factor, obs.speed_gbps, obs.source_url]
|
||||||
|
);
|
||||||
|
alerts++;
|
||||||
|
} else if (prevStock === 'out_of_stock' && obs.stock_level !== 'out_of_stock') {
|
||||||
|
await pool.query(
|
||||||
|
`INSERT INTO competitor_alerts (vendor_id, transceiver_id, alert_type, severity,
|
||||||
|
new_price, currency, part_number, product_name, form_factor, speed_gbps, source_url)
|
||||||
|
VALUES ($1, $2, 'back_in_stock', 'low', $3, $4, $5, $6, $7, $8, $9)`,
|
||||||
|
[obs.vendor_id, obs.transceiver_id, obs.price, obs.currency,
|
||||||
|
obs.part_number, obs.product_name, obs.form_factor, obs.speed_gbps, obs.source_url]
|
||||||
|
);
|
||||||
|
alerts++;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} catch (err) {
|
||||||
|
console.error(`Change detection error for ${obs.part_number}:`, err);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
console.log(`Change detection: ${alerts} alerts (${priceChanges} price changes, ${newProducts} new products)`);
|
||||||
|
return { alerts, priceChanges, newProducts };
|
||||||
|
}
|
||||||
154
packages/scraper/src/utils/image-downloader.ts
Normal file
154
packages/scraper/src/utils/image-downloader.ts
Normal file
@ -0,0 +1,154 @@
|
|||||||
|
/**
|
||||||
|
* WS0: Image Downloader
|
||||||
|
*
|
||||||
|
* Downloads product images from various sources, resizes, and stores metadata.
|
||||||
|
* R2 upload is optional — for now stores image URLs and marks has_image.
|
||||||
|
*/
|
||||||
|
import { Pool } from "pg";
|
||||||
|
import { createHash } from "crypto";
|
||||||
|
|
||||||
|
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",
|
||||||
|
max: 3,
|
||||||
|
});
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Update image URL for a transceiver and mark has_image = true
|
||||||
|
*/
|
||||||
|
export async function setTransceiverImage(
|
||||||
|
transceiverId: string,
|
||||||
|
imageUrl: string,
|
||||||
|
source?: string
|
||||||
|
): Promise<void> {
|
||||||
|
await pool.query(
|
||||||
|
`UPDATE transceivers SET image_url = $2, has_image = true, image_scraped_at = NOW()
|
||||||
|
WHERE id = $1 AND (image_url IS NULL OR image_url = '')`,
|
||||||
|
[transceiverId, imageUrl]
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Update image URL for a switch
|
||||||
|
*/
|
||||||
|
export async function setSwitchImage(
|
||||||
|
switchId: string,
|
||||||
|
imageUrl: string
|
||||||
|
): Promise<void> {
|
||||||
|
await pool.query(
|
||||||
|
`UPDATE switches SET image_url = $2, has_image = true
|
||||||
|
WHERE id = $1 AND (image_url IS NULL OR image_url = '')`,
|
||||||
|
[switchId, imageUrl]
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get products without images for backfill
|
||||||
|
*/
|
||||||
|
export async function getProductsWithoutImages(limit = 100): Promise<Array<{
|
||||||
|
id: string;
|
||||||
|
slug: string;
|
||||||
|
form_factor: string;
|
||||||
|
speed_gbps: number;
|
||||||
|
reach_label: string;
|
||||||
|
vendor_name: string;
|
||||||
|
part_number: string;
|
||||||
|
}>> {
|
||||||
|
const result = await pool.query(
|
||||||
|
`SELECT t.id, t.slug, t.form_factor, t.speed_gbps, t.reach_label, t.part_number,
|
||||||
|
v.name AS vendor_name
|
||||||
|
FROM transceivers t
|
||||||
|
LEFT JOIN vendors v ON t.vendor_id = v.id
|
||||||
|
WHERE (t.has_image = false OR t.has_image IS NULL)
|
||||||
|
AND t.image_url IS NULL
|
||||||
|
ORDER BY t.speed_gbps DESC
|
||||||
|
LIMIT $1`,
|
||||||
|
[limit]
|
||||||
|
);
|
||||||
|
return result.rows;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Generate a search URL to find product images
|
||||||
|
*/
|
||||||
|
export function buildImageSearchUrls(product: {
|
||||||
|
form_factor: string;
|
||||||
|
speed_gbps: number;
|
||||||
|
reach_label: string;
|
||||||
|
part_number?: string;
|
||||||
|
vendor_name?: string;
|
||||||
|
}): string[] {
|
||||||
|
const urls: string[] = [];
|
||||||
|
const q = `${product.form_factor} ${product.speed_gbps}G ${product.reach_label} transceiver`;
|
||||||
|
|
||||||
|
// Flexoptix store
|
||||||
|
urls.push(`https://www.flexoptix.net/en/catalogsearch/result/?q=${encodeURIComponent(q)}`);
|
||||||
|
|
||||||
|
// FS.com
|
||||||
|
urls.push(`https://www.fs.com/search/${encodeURIComponent(q)}.html`);
|
||||||
|
|
||||||
|
// If we have a part number, try vendor-specific
|
||||||
|
if (product.part_number) {
|
||||||
|
urls.push(`https://www.fs.com/search/${encodeURIComponent(product.part_number)}.html`);
|
||||||
|
}
|
||||||
|
|
||||||
|
return urls;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get image coverage statistics
|
||||||
|
*/
|
||||||
|
export async function getImageCoverageStats(): Promise<{
|
||||||
|
total: number;
|
||||||
|
with_image: number;
|
||||||
|
without_image: number;
|
||||||
|
coverage_pct: number;
|
||||||
|
}> {
|
||||||
|
const result = await pool.query(`
|
||||||
|
SELECT
|
||||||
|
COUNT(*) AS total,
|
||||||
|
COUNT(*) FILTER (WHERE has_image = true) AS with_image,
|
||||||
|
COUNT(*) FILTER (WHERE has_image = false OR has_image IS NULL) AS without_image
|
||||||
|
FROM transceivers
|
||||||
|
`);
|
||||||
|
const row = result.rows[0];
|
||||||
|
const total = parseInt(row.total);
|
||||||
|
const withImg = parseInt(row.with_image);
|
||||||
|
return {
|
||||||
|
total,
|
||||||
|
with_image: withImg,
|
||||||
|
without_image: parseInt(row.without_image),
|
||||||
|
coverage_pct: total > 0 ? Math.round((withImg / total) * 10000) / 100 : 0,
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get price coverage statistics
|
||||||
|
*/
|
||||||
|
export async function getPriceCoverageStats(): Promise<{
|
||||||
|
total: number;
|
||||||
|
with_recent_price: number;
|
||||||
|
without_recent_price: number;
|
||||||
|
coverage_pct: number;
|
||||||
|
}> {
|
||||||
|
const result = await pool.query(`
|
||||||
|
SELECT
|
||||||
|
COUNT(*) AS total,
|
||||||
|
COUNT(*) FILTER (WHERE EXISTS (
|
||||||
|
SELECT 1 FROM price_observations po WHERE po.transceiver_id = t.id AND po.time > NOW() - INTERVAL '7 days'
|
||||||
|
)) AS with_price
|
||||||
|
FROM transceivers t
|
||||||
|
`);
|
||||||
|
const row = result.rows[0];
|
||||||
|
const total = parseInt(row.total);
|
||||||
|
const withPrice = parseInt(row.with_price);
|
||||||
|
return {
|
||||||
|
total,
|
||||||
|
with_recent_price: withPrice,
|
||||||
|
without_recent_price: total - withPrice,
|
||||||
|
coverage_pct: total > 0 ? Math.round((withPrice / total) * 10000) / 100 : 0,
|
||||||
|
};
|
||||||
|
}
|
||||||
347
sql/013-v020-sales-intelligence.sql
Normal file
347
sql/013-v020-sales-intelligence.sql
Normal file
@ -0,0 +1,347 @@
|
|||||||
|
-- Migration 013: v0.2.0 Sales Intelligence Engine
|
||||||
|
-- Adds: competitor_alerts, price_changes, image tracking, finder views, blog_posts_v2, forecast tables
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- IMAGE TRACKING (WS0)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
-- Add image columns if not exist
|
||||||
|
DO $$ BEGIN
|
||||||
|
ALTER TABLE transceivers ADD COLUMN IF NOT EXISTS image_url TEXT;
|
||||||
|
ALTER TABLE transceivers ADD COLUMN IF NOT EXISTS image_r2_key TEXT;
|
||||||
|
ALTER TABLE transceivers ADD COLUMN IF NOT EXISTS image_thumb_r2_key TEXT;
|
||||||
|
ALTER TABLE transceivers ADD COLUMN IF NOT EXISTS image_scraped_at TIMESTAMPTZ;
|
||||||
|
ALTER TABLE transceivers ADD COLUMN IF NOT EXISTS has_image BOOLEAN DEFAULT FALSE;
|
||||||
|
EXCEPTION WHEN duplicate_column THEN NULL;
|
||||||
|
END $$;
|
||||||
|
|
||||||
|
DO $$ BEGIN
|
||||||
|
ALTER TABLE switches ADD COLUMN IF NOT EXISTS image_thumb_r2_key TEXT;
|
||||||
|
ALTER TABLE switches ADD COLUMN IF NOT EXISTS has_image BOOLEAN DEFAULT FALSE;
|
||||||
|
EXCEPTION WHEN duplicate_column THEN NULL;
|
||||||
|
END $$;
|
||||||
|
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_transceivers_has_image ON transceivers(has_image) WHERE has_image = false;
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- PRICE COVERAGE (WS0b)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
-- View: products missing recent prices
|
||||||
|
CREATE OR REPLACE VIEW v_price_coverage AS
|
||||||
|
SELECT
|
||||||
|
t.id,
|
||||||
|
t.slug,
|
||||||
|
t.form_factor,
|
||||||
|
t.speed_gbps,
|
||||||
|
t.reach_label,
|
||||||
|
v.name AS vendor_name,
|
||||||
|
(SELECT MAX(po.time) FROM price_observations po WHERE po.transceiver_id = t.id) AS last_price_at,
|
||||||
|
(SELECT COUNT(*) FROM price_observations po WHERE po.transceiver_id = t.id AND po.time > NOW() - INTERVAL '7 days') AS recent_price_count,
|
||||||
|
CASE
|
||||||
|
WHEN (SELECT COUNT(*) FROM price_observations po WHERE po.transceiver_id = t.id AND po.time > NOW() - INTERVAL '7 days') > 0 THEN TRUE
|
||||||
|
ELSE FALSE
|
||||||
|
END AS has_recent_price
|
||||||
|
FROM transceivers t
|
||||||
|
LEFT JOIN vendors v ON t.vendor_id = v.id
|
||||||
|
ORDER BY has_recent_price ASC, t.speed_gbps DESC;
|
||||||
|
|
||||||
|
-- View: image coverage
|
||||||
|
CREATE OR REPLACE VIEW v_image_coverage AS
|
||||||
|
SELECT
|
||||||
|
t.id,
|
||||||
|
t.slug,
|
||||||
|
t.form_factor,
|
||||||
|
t.speed_gbps,
|
||||||
|
t.image_url,
|
||||||
|
t.image_r2_key,
|
||||||
|
t.has_image,
|
||||||
|
v.name AS vendor_name
|
||||||
|
FROM transceivers t
|
||||||
|
LEFT JOIN vendors v ON t.vendor_id = v.id
|
||||||
|
ORDER BY t.has_image ASC, t.speed_gbps DESC;
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- COMPETITOR INTELLIGENCE (WS4)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
CREATE TABLE IF NOT EXISTS competitor_alerts (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
vendor_id UUID REFERENCES vendors(id),
|
||||||
|
transceiver_id UUID REFERENCES transceivers(id),
|
||||||
|
|
||||||
|
alert_type TEXT NOT NULL CHECK (alert_type IN (
|
||||||
|
'new_product', 'price_drop', 'price_increase', 'out_of_stock',
|
||||||
|
'back_in_stock', 'discontinued', 'new_vendor'
|
||||||
|
)),
|
||||||
|
severity TEXT DEFAULT 'info' CHECK (severity IN ('critical', 'high', 'medium', 'low', 'info')),
|
||||||
|
|
||||||
|
-- Price change details
|
||||||
|
old_price NUMERIC,
|
||||||
|
new_price NUMERIC,
|
||||||
|
price_delta NUMERIC, -- absolute change
|
||||||
|
price_pct NUMERIC, -- percentage change
|
||||||
|
currency TEXT DEFAULT 'USD',
|
||||||
|
|
||||||
|
-- Product details
|
||||||
|
part_number TEXT,
|
||||||
|
product_name TEXT,
|
||||||
|
form_factor TEXT,
|
||||||
|
speed_gbps NUMERIC,
|
||||||
|
source_url TEXT,
|
||||||
|
|
||||||
|
-- Status
|
||||||
|
acknowledged BOOLEAN DEFAULT FALSE,
|
||||||
|
notes TEXT,
|
||||||
|
|
||||||
|
created_at TIMESTAMPTZ DEFAULT NOW()
|
||||||
|
);
|
||||||
|
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_competitor_alerts_type ON competitor_alerts(alert_type);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_competitor_alerts_vendor ON competitor_alerts(vendor_id);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_competitor_alerts_created ON competitor_alerts(created_at DESC);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_competitor_alerts_unack ON competitor_alerts(acknowledged) WHERE acknowledged = FALSE;
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_competitor_alerts_severity ON competitor_alerts(severity);
|
||||||
|
|
||||||
|
-- Price change history (deduplicated, one row per actual change)
|
||||||
|
CREATE TABLE IF NOT EXISTS price_changes (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
transceiver_id UUID REFERENCES transceivers(id),
|
||||||
|
vendor_id UUID REFERENCES vendors(id),
|
||||||
|
|
||||||
|
old_price NUMERIC NOT NULL,
|
||||||
|
new_price NUMERIC NOT NULL,
|
||||||
|
delta NUMERIC NOT NULL, -- new - old
|
||||||
|
delta_pct NUMERIC NOT NULL, -- ((new-old)/old) * 100
|
||||||
|
currency TEXT DEFAULT 'USD',
|
||||||
|
|
||||||
|
detected_at TIMESTAMPTZ DEFAULT NOW()
|
||||||
|
);
|
||||||
|
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_price_changes_transceiver ON price_changes(transceiver_id, detected_at DESC);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_price_changes_vendor ON price_changes(vendor_id, detected_at DESC);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_price_changes_detected ON price_changes(detected_at DESC);
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- FINDER: FLEXOPTIX PRODUCT MAPPING (WS1)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
-- Map OEM part numbers to Flexoptix products
|
||||||
|
CREATE TABLE IF NOT EXISTS flexoptix_product_map (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
oem_part_number TEXT NOT NULL,
|
||||||
|
oem_vendor TEXT NOT NULL,
|
||||||
|
flexoptix_sku TEXT,
|
||||||
|
flexoptix_url TEXT,
|
||||||
|
flexoptix_price_eur NUMERIC,
|
||||||
|
form_factor TEXT,
|
||||||
|
speed_gbps NUMERIC,
|
||||||
|
reach_label TEXT,
|
||||||
|
fiber_type TEXT,
|
||||||
|
match_type TEXT DEFAULT 'exact' CHECK (match_type IN ('exact', 'equivalent', 'compatible', 'suggested')),
|
||||||
|
last_verified TIMESTAMPTZ,
|
||||||
|
created_at TIMESTAMPTZ DEFAULT NOW(),
|
||||||
|
updated_at TIMESTAMPTZ DEFAULT NOW(),
|
||||||
|
|
||||||
|
UNIQUE(oem_part_number, oem_vendor)
|
||||||
|
);
|
||||||
|
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_flexoptix_map_oem ON flexoptix_product_map(oem_part_number);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_flexoptix_map_vendor ON flexoptix_product_map(oem_vendor);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_flexoptix_map_ff ON flexoptix_product_map(form_factor, speed_gbps);
|
||||||
|
|
||||||
|
-- Finder view: switch → compatible Flexoptix products
|
||||||
|
CREATE OR REPLACE VIEW v_switch_flexoptix_finder AS
|
||||||
|
SELECT
|
||||||
|
sw.id AS switch_id,
|
||||||
|
sw.model AS switch_model,
|
||||||
|
sw.series AS switch_series,
|
||||||
|
sv.name AS switch_vendor,
|
||||||
|
c.status AS compat_status,
|
||||||
|
c.firmware_min,
|
||||||
|
c.notes AS compat_notes,
|
||||||
|
t.id AS transceiver_id,
|
||||||
|
t.slug AS transceiver_slug,
|
||||||
|
t.form_factor,
|
||||||
|
t.speed_gbps,
|
||||||
|
t.reach_label,
|
||||||
|
t.fiber_type,
|
||||||
|
t.wavelengths,
|
||||||
|
t.connector,
|
||||||
|
t.image_url AS transceiver_image,
|
||||||
|
fpm.flexoptix_sku,
|
||||||
|
fpm.flexoptix_url,
|
||||||
|
fpm.flexoptix_price_eur,
|
||||||
|
fpm.match_type,
|
||||||
|
(SELECT po.price FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS latest_price,
|
||||||
|
(SELECT po.currency FROM price_observations po WHERE po.transceiver_id = t.id ORDER BY po.time DESC LIMIT 1) AS latest_currency
|
||||||
|
FROM switches sw
|
||||||
|
JOIN vendors sv ON sw.vendor_id = sv.id
|
||||||
|
JOIN compatibility c ON c.switch_id = sw.id AND c.status = 'compatible'
|
||||||
|
JOIN transceivers t ON c.transceiver_id = t.id
|
||||||
|
LEFT JOIN flexoptix_product_map fpm ON (
|
||||||
|
fpm.form_factor = t.form_factor
|
||||||
|
AND fpm.speed_gbps = t.speed_gbps
|
||||||
|
AND fpm.reach_label = t.reach_label
|
||||||
|
);
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- BLOG ENGINE v2 (WS8)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
CREATE TABLE IF NOT EXISTS blog_series (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
title TEXT NOT NULL,
|
||||||
|
slug TEXT NOT NULL UNIQUE,
|
||||||
|
description TEXT,
|
||||||
|
total_parts INTEGER DEFAULT 1,
|
||||||
|
status TEXT DEFAULT 'active' CHECK (status IN ('active', 'completed', 'paused')),
|
||||||
|
created_at TIMESTAMPTZ DEFAULT NOW()
|
||||||
|
);
|
||||||
|
|
||||||
|
-- Add v2 columns to existing blog_drafts if they exist
|
||||||
|
DO $$ BEGIN
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS series_id UUID REFERENCES blog_series(id);
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS series_part INTEGER;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS seo_title TEXT;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS seo_description TEXT;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS seo_slug TEXT;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS seo_focus_keyword TEXT;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS seo_score INTEGER;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS readability_score NUMERIC;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS hero_image_url TEXT;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS hero_image_r2_key TEXT;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS related_products UUID[];
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS related_switches UUID[];
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS competitor_data JSONB;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS pricing_data JSONB;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS export_markdown TEXT;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS export_html TEXT;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS published_at TIMESTAMPTZ;
|
||||||
|
ALTER TABLE blog_drafts ADD COLUMN IF NOT EXISTS scheduled_at TIMESTAMPTZ;
|
||||||
|
EXCEPTION WHEN duplicate_column THEN NULL;
|
||||||
|
END $$;
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- SALES FORECAST (WS5)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
CREATE TABLE IF NOT EXISTS sales_forecasts (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
technology TEXT NOT NULL, -- "400G QSFP-DD", "100G QSFP28", etc.
|
||||||
|
speed_gbps NUMERIC,
|
||||||
|
form_factor TEXT,
|
||||||
|
|
||||||
|
-- Forecast periods
|
||||||
|
forecast_3m_units INTEGER,
|
||||||
|
forecast_3m_revenue NUMERIC,
|
||||||
|
forecast_9m_units INTEGER,
|
||||||
|
forecast_9m_revenue NUMERIC,
|
||||||
|
forecast_12m_units INTEGER,
|
||||||
|
forecast_12m_revenue NUMERIC,
|
||||||
|
forecast_18m_units INTEGER,
|
||||||
|
forecast_18m_revenue NUMERIC,
|
||||||
|
|
||||||
|
-- Price trajectory
|
||||||
|
current_asp NUMERIC,
|
||||||
|
asp_3m NUMERIC,
|
||||||
|
asp_12m NUMERIC,
|
||||||
|
price_floor NUMERIC,
|
||||||
|
months_to_floor INTEGER,
|
||||||
|
|
||||||
|
-- Confidence
|
||||||
|
confidence_3m NUMERIC,
|
||||||
|
confidence_9m NUMERIC,
|
||||||
|
confidence_12m NUMERIC,
|
||||||
|
confidence_18m NUMERIC,
|
||||||
|
|
||||||
|
-- Buy signal
|
||||||
|
buy_signal TEXT CHECK (buy_signal IN ('BUY_NOW', 'WAIT', 'HOLD')),
|
||||||
|
signal_reason TEXT,
|
||||||
|
|
||||||
|
-- Model info
|
||||||
|
model_version TEXT DEFAULT 'norton-bass-v1',
|
||||||
|
data_points INTEGER, -- how many price observations used
|
||||||
|
|
||||||
|
computed_at TIMESTAMPTZ DEFAULT NOW(),
|
||||||
|
valid_until TIMESTAMPTZ DEFAULT NOW() + INTERVAL '7 days'
|
||||||
|
);
|
||||||
|
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_forecasts_tech ON sales_forecasts(technology);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_forecasts_computed ON sales_forecasts(computed_at DESC);
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- TRANSPORT PLANNER (WS3)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
CREATE TABLE IF NOT EXISTS fiber_providers (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
name TEXT NOT NULL UNIQUE,
|
||||||
|
slug TEXT NOT NULL UNIQUE,
|
||||||
|
website TEXT,
|
||||||
|
type TEXT CHECK (type IN ('tier1', 'tier2', 'regional', 'municipal', 'hyperscaler')),
|
||||||
|
headquarters TEXT,
|
||||||
|
coverage_countries TEXT[],
|
||||||
|
products TEXT[], -- 'dark_fiber', 'wavelength', 'ip_transit', 'ethernet'
|
||||||
|
peering_ixs TEXT[], -- IX names where they peer
|
||||||
|
notes TEXT,
|
||||||
|
created_at TIMESTAMPTZ DEFAULT NOW()
|
||||||
|
);
|
||||||
|
|
||||||
|
CREATE TABLE IF NOT EXISTS fiber_routes (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
provider_id UUID REFERENCES fiber_providers(id),
|
||||||
|
city_a TEXT NOT NULL,
|
||||||
|
city_b TEXT NOT NULL,
|
||||||
|
country TEXT DEFAULT 'DE',
|
||||||
|
distance_km NUMERIC,
|
||||||
|
fiber_distance_km NUMERIC, -- actual fiber route (usually 1.3-1.5x straight line)
|
||||||
|
product_type TEXT, -- 'dark_fiber', 'wavelength_100g', 'wavelength_400g', etc.
|
||||||
|
monthly_price_eur NUMERIC,
|
||||||
|
setup_fee_eur NUMERIC,
|
||||||
|
min_contract_months INTEGER,
|
||||||
|
latency_ms NUMERIC,
|
||||||
|
available BOOLEAN DEFAULT TRUE,
|
||||||
|
notes TEXT,
|
||||||
|
created_at TIMESTAMPTZ DEFAULT NOW(),
|
||||||
|
|
||||||
|
UNIQUE(provider_id, city_a, city_b, product_type)
|
||||||
|
);
|
||||||
|
|
||||||
|
CREATE TABLE IF NOT EXISTS cities (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
name TEXT NOT NULL,
|
||||||
|
country TEXT NOT NULL DEFAULT 'DE',
|
||||||
|
lat NUMERIC,
|
||||||
|
lon NUMERIC,
|
||||||
|
has_ix BOOLEAN DEFAULT FALSE,
|
||||||
|
ix_names TEXT[],
|
||||||
|
has_datacenter BOOLEAN DEFAULT FALSE,
|
||||||
|
population INTEGER,
|
||||||
|
UNIQUE(name, country)
|
||||||
|
);
|
||||||
|
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_fiber_routes_cities ON fiber_routes(city_a, city_b);
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_cities_country ON cities(country);
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- GENERATED DATASHEETS (WS2)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
CREATE TABLE IF NOT EXISTS generated_datasheets (
|
||||||
|
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||||
|
entity_type TEXT NOT NULL CHECK (entity_type IN ('transceiver', 'switch', 'comparison', 'compatibility_matrix')),
|
||||||
|
entity_id UUID,
|
||||||
|
entity_ids UUID[], -- for comparison datasheets
|
||||||
|
branding TEXT DEFAULT 'flexoptix',
|
||||||
|
format TEXT DEFAULT 'pdf',
|
||||||
|
|
||||||
|
r2_key TEXT,
|
||||||
|
r2_url TEXT,
|
||||||
|
file_size_bytes BIGINT,
|
||||||
|
|
||||||
|
generated_at TIMESTAMPTZ DEFAULT NOW(),
|
||||||
|
expires_at TIMESTAMPTZ DEFAULT NOW() + INTERVAL '30 days'
|
||||||
|
);
|
||||||
|
|
||||||
|
CREATE INDEX IF NOT EXISTS idx_datasheets_entity ON generated_datasheets(entity_type, entity_id);
|
||||||
84
sql/014-seed-transport-data.sql
Normal file
84
sql/014-seed-transport-data.sql
Normal file
@ -0,0 +1,84 @@
|
|||||||
|
-- Seed: European cities with IX/DC presence + German fiber providers
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- CITIES (Major European networking hubs)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
INSERT INTO cities (name, country, lat, lon, has_ix, ix_names, has_datacenter) VALUES
|
||||||
|
-- Germany
|
||||||
|
('Frankfurt', 'DE', 50.1109, 8.6821, true, ARRAY['DE-CIX Frankfurt'], true),
|
||||||
|
('Berlin', 'DE', 52.5200, 13.4050, true, ARRAY['BCIX', 'DE-CIX Berlin'], true),
|
||||||
|
('Hamburg', 'DE', 53.5511, 9.9937, true, ARRAY['DE-CIX Hamburg'], true),
|
||||||
|
('Munich', 'DE', 48.1351, 11.5820, true, ARRAY['DE-CIX Munich'], true),
|
||||||
|
('Düsseldorf', 'DE', 51.2277, 6.7735, true, ARRAY['DE-CIX Dusseldorf'], true),
|
||||||
|
('Darmstadt', 'DE', 49.8728, 8.6512, false, '{}', true),
|
||||||
|
('Stuttgart', 'DE', 48.7758, 9.1829, false, '{}', true),
|
||||||
|
('Nuremberg', 'DE', 49.4521, 11.0767, true, ARRAY['N-IX'], true),
|
||||||
|
('Cologne', 'DE', 50.9375, 6.9603, false, '{}', true),
|
||||||
|
('Hannover', 'DE', 52.3759, 9.7320, false, '{}', true),
|
||||||
|
-- Major European hubs
|
||||||
|
('Amsterdam', 'NL', 52.3676, 4.9041, true, ARRAY['AMS-IX'], true),
|
||||||
|
('London', 'GB', 51.5074, -0.1278, true, ARRAY['LINX'], true),
|
||||||
|
('Paris', 'FR', 48.8566, 2.3522, true, ARRAY['France-IX', 'Equinix Paris'], true),
|
||||||
|
('Zurich', 'CH', 47.3769, 8.5417, true, ARRAY['SwissIX'], true),
|
||||||
|
('Vienna', 'AT', 48.2082, 16.3738, true, ARRAY['VIX'], true),
|
||||||
|
('Prague', 'CZ', 50.0755, 14.4378, true, ARRAY['NIX.CZ'], true),
|
||||||
|
('Warsaw', 'PL', 52.2297, 21.0122, true, ARRAY['PLIX'], true),
|
||||||
|
('Copenhagen', 'DK', 55.6761, 12.5683, true, ARRAY['Netnod Copenhagen'], true),
|
||||||
|
('Stockholm', 'SE', 59.3293, 18.0686, true, ARRAY['Netnod Stockholm'], true),
|
||||||
|
('Milan', 'IT', 45.4642, 9.1900, true, ARRAY['MIX'], true),
|
||||||
|
('Madrid', 'ES', 40.4168, -3.7038, true, ARRAY['ESPANIX'], true),
|
||||||
|
('Marseille', 'FR', 43.2965, 5.3698, true, ARRAY['France-IX Marseille'], true),
|
||||||
|
('Dublin', 'IE', 53.3498, -6.2603, true, ARRAY['INEX'], true),
|
||||||
|
('Brussels', 'BE', 50.8503, 4.3517, true, ARRAY['BNIX'], true),
|
||||||
|
('Lisbon', 'PT', 38.7223, -9.1393, true, ARRAY['GigaPIX'], true)
|
||||||
|
ON CONFLICT (name, country) DO NOTHING;
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- FIBER PROVIDERS
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
INSERT INTO fiber_providers (name, slug, website, type, headquarters, coverage_countries, products, notes) VALUES
|
||||||
|
('euNetworks', 'eunetworks', 'https://www.eunetworks.com', 'tier1', 'London, UK', ARRAY['DE','NL','GB','FR','BE','IE','ES','IT','AT','CH','PL','CZ','DK','SE'], ARRAY['dark_fiber','wavelength','ethernet','ip_transit'], 'Pan-European fiber network, strong in Germany (Frankfurt-Berlin-Hamburg backbone)'),
|
||||||
|
('GlobalConnect', 'globalconnect', 'https://www.globalconnect.com', 'tier1', 'Copenhagen, DK', ARRAY['DE','DK','SE','NO','FI','NL'], ARRAY['dark_fiber','wavelength','ethernet'], 'Nordic + German backbone, own fiber infrastructure'),
|
||||||
|
('Telia Carrier', 'telia', 'https://www.teliacarrier.com', 'tier1', 'Stockholm, SE', ARRAY['DE','SE','DK','NO','FI','NL','GB','FR','US'], ARRAY['wavelength','ip_transit','ethernet'], 'Global Tier 1, AS1299, extensive German PoPs'),
|
||||||
|
('Zayo Group', 'zayo', 'https://www.zayo.com', 'tier1', 'Boulder, US', ARRAY['DE','GB','FR','NL','US','CA'], ARRAY['dark_fiber','wavelength','ethernet','colocation'], 'Pan-Atlantic fiber, Frankfurt-London-Amsterdam triangle'),
|
||||||
|
('Deutsche Telekom / OTC', 'dtag', 'https://www.telekom.de', 'tier1', 'Bonn, DE', ARRAY['DE','AT','CH','PL','CZ','HU','NL'], ARRAY['wavelength','ip_transit','ethernet','dark_fiber'], 'Largest German carrier, comprehensive domestic coverage'),
|
||||||
|
('Vodafone Deutschland', 'vodafone-de', 'https://www.vodafone.de', 'tier1', 'Düsseldorf, DE', ARRAY['DE','GB','NL','ES','IT'], ARRAY['wavelength','ethernet','ip_transit'], 'Major German backbone via Unity Media / Kabel Deutschland infrastructure'),
|
||||||
|
('Colt Technology Services', 'colt', 'https://www.colt.net', 'tier1', 'London, UK', ARRAY['DE','GB','FR','NL','BE','CH','AT','IT','ES','JP','SG'], ARRAY['wavelength','ethernet','ip_transit','sd_wan'], 'Strong in European financial hubs, low-latency routes'),
|
||||||
|
('GTT Communications', 'gtt', 'https://www.gtt.net', 'tier1', 'McLean, US', ARRAY['DE','GB','FR','NL','US'], ARRAY['ip_transit','ethernet','sd_wan'], 'Global Tier 1, AS3257'),
|
||||||
|
('Lumen Technologies', 'lumen', 'https://www.lumen.com', 'tier1', 'Monroe, US', ARRAY['DE','GB','FR','NL','US'], ARRAY['wavelength','ip_transit','ethernet','cdn'], 'Former CenturyLink/Level3, AS3356'),
|
||||||
|
('Gasline', 'gasline', 'https://www.gasline.de', 'regional', 'Essen, DE', ARRAY['DE'], ARRAY['dark_fiber'], 'Fiber along gas pipelines in Germany, cost-effective dark fiber'),
|
||||||
|
('NetCologne', 'netcologne', 'https://www.netcologne.de', 'regional', 'Cologne, DE', ARRAY['DE'], ARRAY['dark_fiber','ethernet'], 'Regional fiber in NRW/Rhineland area'),
|
||||||
|
('M-net', 'mnet', 'https://www.m-net.de', 'regional', 'Munich, DE', ARRAY['DE'], ARRAY['dark_fiber','ethernet'], 'Regional fiber in Bavaria'),
|
||||||
|
('RETN', 'retn', 'https://retn.net', 'tier2', 'London, UK', ARRAY['DE','GB','NL','SE','FI','RU','KZ'], ARRAY['ip_transit','wavelength'], 'East-West European backbone, AS9002'),
|
||||||
|
('Core-Backbone', 'core-backbone', 'https://www.core-backbone.com', 'tier2', 'Nuremberg, DE', ARRAY['DE','NL','AT','CH'], ARRAY['ip_transit','wavelength','colocation'], 'German-based ISP with own backbone'),
|
||||||
|
('AMS-IX', 'ams-ix', 'https://www.ams-ix.net', 'tier1', 'Amsterdam, NL', ARRAY['NL','DE'], ARRAY['peering','ethernet'], 'Worlds largest IX, extends to Frankfurt')
|
||||||
|
ON CONFLICT (name) DO NOTHING;
|
||||||
|
|
||||||
|
-- ============================================================
|
||||||
|
-- COMMON FIBER ROUTES (Germany focus)
|
||||||
|
-- ============================================================
|
||||||
|
|
||||||
|
INSERT INTO fiber_routes (provider_id, city_a, city_b, country, distance_km, fiber_distance_km, product_type, monthly_price_eur, min_contract_months, latency_ms) VALUES
|
||||||
|
-- euNetworks Germany backbone
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='eunetworks'), 'Frankfurt', 'Berlin', 'DE', 420, 550, 'wavelength_100g', 5500, 36, 3.5),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='eunetworks'), 'Frankfurt', 'Hamburg', 'DE', 490, 610, 'wavelength_100g', 6200, 36, 4.0),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='eunetworks'), 'Frankfurt', 'Munich', 'DE', 390, 480, 'wavelength_100g', 5000, 36, 3.2),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='eunetworks'), 'Frankfurt', 'Düsseldorf', 'DE', 230, 290, 'wavelength_100g', 3500, 36, 2.0),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='eunetworks'), 'Frankfurt', 'Amsterdam', 'NL', 365, 440, 'wavelength_100g', 4500, 36, 3.0),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='eunetworks'), 'Frankfurt', 'Darmstadt', 'DE', 30, 40, 'dark_fiber', 1500, 60, 0.3),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='eunetworks'), 'Berlin', 'Hamburg', 'DE', 290, 370, 'wavelength_100g', 4000, 36, 2.5),
|
||||||
|
-- DTAG
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='dtag'), 'Frankfurt', 'Berlin', 'DE', 420, 530, 'wavelength_100g', 6500, 24, 3.8),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='dtag'), 'Frankfurt', 'Darmstadt', 'DE', 30, 38, 'wavelength_100g', 2000, 24, 0.3),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='dtag'), 'Berlin', 'Darmstadt', 'DE', 450, 580, 'wavelength_100g', 7000, 24, 4.0),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='dtag'), 'Frankfurt', 'Munich', 'DE', 390, 470, 'wavelength_100g', 5500, 24, 3.3),
|
||||||
|
-- Telia
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='telia'), 'Frankfurt', 'Amsterdam', 'NL', 365, 430, 'wavelength_100g', 4000, 36, 2.8),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='telia'), 'Frankfurt', 'London', 'GB', 650, 820, 'wavelength_100g', 7500, 36, 5.5),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='telia'), 'Frankfurt', 'Paris', 'FR', 480, 600, 'wavelength_100g', 5500, 36, 4.0),
|
||||||
|
-- Colt
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='colt'), 'Frankfurt', 'Berlin', 'DE', 420, 540, 'ethernet_10g', 2500, 24, 3.6),
|
||||||
|
((SELECT id FROM fiber_providers WHERE slug='colt'), 'Frankfurt', 'Zurich', 'CH', 310, 400, 'wavelength_100g', 4500, 36, 2.8)
|
||||||
|
ON CONFLICT (provider_id, city_a, city_b, product_type) DO NOTHING;
|
||||||
@ -1,27 +0,0 @@
|
|||||||
{
|
|
||||||
"requestsFinished": 7,
|
|
||||||
"requestsFailed": 0,
|
|
||||||
"requestsRetries": 0,
|
|
||||||
"requestsFailedPerMinute": 0,
|
|
||||||
"requestsFinishedPerMinute": 84,
|
|
||||||
"requestMinDurationMillis": 217,
|
|
||||||
"requestMaxDurationMillis": 3669,
|
|
||||||
"requestTotalFailedDurationMillis": 0,
|
|
||||||
"requestTotalFinishedDurationMillis": 5667,
|
|
||||||
"crawlerStartedAt": "2026-03-27T03:06:57.250Z",
|
|
||||||
"crawlerFinishedAt": "2026-03-27T03:07:02.254Z",
|
|
||||||
"statsPersistedAt": "2026-03-27T03:07:02.254Z",
|
|
||||||
"crawlerRuntimeMillis": 5014,
|
|
||||||
"crawlerLastStartTimestamp": 1774580817240,
|
|
||||||
"requestRetryHistogram": [
|
|
||||||
7
|
|
||||||
],
|
|
||||||
"statsId": 0,
|
|
||||||
"requestAvgFailedDurationMillis": null,
|
|
||||||
"requestAvgFinishedDurationMillis": 810,
|
|
||||||
"requestTotalDurationMillis": 5667,
|
|
||||||
"requestsTotal": 7,
|
|
||||||
"requestsWithStatusCode": {},
|
|
||||||
"errors": {},
|
|
||||||
"retryErrors": {}
|
|
||||||
}
|
|
||||||
@ -1,146 +0,0 @@
|
|||||||
{
|
|
||||||
"usableSessionsCount": 7,
|
|
||||||
"retiredSessionsCount": 0,
|
|
||||||
"sessions": [
|
|
||||||
{
|
|
||||||
"id": "session_4IpwY6VPOc",
|
|
||||||
"cookieJar": {
|
|
||||||
"version": "tough-cookie@6.0.1",
|
|
||||||
"storeType": "MemoryCookieStore",
|
|
||||||
"rejectPublicSuffixes": true,
|
|
||||||
"enableLooseMode": false,
|
|
||||||
"allowSpecialUseDomain": true,
|
|
||||||
"prefixSecurity": "silent",
|
|
||||||
"cookies": []
|
|
||||||
},
|
|
||||||
"userData": {},
|
|
||||||
"maxErrorScore": 3,
|
|
||||||
"errorScoreDecrement": 0.5,
|
|
||||||
"expiresAt": "2026-03-27T03:56:57.292Z",
|
|
||||||
"createdAt": "2026-03-27T03:06:57.292Z",
|
|
||||||
"usageCount": 1,
|
|
||||||
"maxUsageCount": 50,
|
|
||||||
"errorScore": 0
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"id": "session_DgcebufZlI",
|
|
||||||
"cookieJar": {
|
|
||||||
"version": "tough-cookie@6.0.1",
|
|
||||||
"storeType": "MemoryCookieStore",
|
|
||||||
"rejectPublicSuffixes": true,
|
|
||||||
"enableLooseMode": false,
|
|
||||||
"allowSpecialUseDomain": true,
|
|
||||||
"prefixSecurity": "silent",
|
|
||||||
"cookies": []
|
|
||||||
},
|
|
||||||
"userData": {},
|
|
||||||
"maxErrorScore": 3,
|
|
||||||
"errorScoreDecrement": 0.5,
|
|
||||||
"expiresAt": "2026-03-27T03:56:57.295Z",
|
|
||||||
"createdAt": "2026-03-27T03:06:57.295Z",
|
|
||||||
"usageCount": 1,
|
|
||||||
"maxUsageCount": 50,
|
|
||||||
"errorScore": 0
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"id": "session_nNqMLCXOfI",
|
|
||||||
"cookieJar": {
|
|
||||||
"version": "tough-cookie@6.0.1",
|
|
||||||
"storeType": "MemoryCookieStore",
|
|
||||||
"rejectPublicSuffixes": true,
|
|
||||||
"enableLooseMode": false,
|
|
||||||
"allowSpecialUseDomain": true,
|
|
||||||
"prefixSecurity": "silent",
|
|
||||||
"cookies": []
|
|
||||||
},
|
|
||||||
"userData": {},
|
|
||||||
"maxErrorScore": 3,
|
|
||||||
"errorScoreDecrement": 0.5,
|
|
||||||
"expiresAt": "2026-03-27T03:56:57.741Z",
|
|
||||||
"createdAt": "2026-03-27T03:06:57.741Z",
|
|
||||||
"usageCount": 1,
|
|
||||||
"maxUsageCount": 50,
|
|
||||||
"errorScore": 0
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"id": "session_kfhwhKVBAt",
|
|
||||||
"cookieJar": {
|
|
||||||
"version": "tough-cookie@6.0.1",
|
|
||||||
"storeType": "MemoryCookieStore",
|
|
||||||
"rejectPublicSuffixes": true,
|
|
||||||
"enableLooseMode": false,
|
|
||||||
"allowSpecialUseDomain": true,
|
|
||||||
"prefixSecurity": "silent",
|
|
||||||
"cookies": []
|
|
||||||
},
|
|
||||||
"userData": {},
|
|
||||||
"maxErrorScore": 3,
|
|
||||||
"errorScoreDecrement": 0.5,
|
|
||||||
"expiresAt": "2026-03-27T03:56:57.759Z",
|
|
||||||
"createdAt": "2026-03-27T03:06:57.759Z",
|
|
||||||
"usageCount": 1,
|
|
||||||
"maxUsageCount": 50,
|
|
||||||
"errorScore": 0
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"id": "session_ROb5OpLaLg",
|
|
||||||
"cookieJar": {
|
|
||||||
"version": "tough-cookie@6.0.1",
|
|
||||||
"storeType": "MemoryCookieStore",
|
|
||||||
"rejectPublicSuffixes": true,
|
|
||||||
"enableLooseMode": false,
|
|
||||||
"allowSpecialUseDomain": true,
|
|
||||||
"prefixSecurity": "silent",
|
|
||||||
"cookies": []
|
|
||||||
},
|
|
||||||
"userData": {},
|
|
||||||
"maxErrorScore": 3,
|
|
||||||
"errorScoreDecrement": 0.5,
|
|
||||||
"expiresAt": "2026-03-27T03:56:58.061Z",
|
|
||||||
"createdAt": "2026-03-27T03:06:58.061Z",
|
|
||||||
"usageCount": 1,
|
|
||||||
"maxUsageCount": 50,
|
|
||||||
"errorScore": 0
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"id": "session_qurhUeTMvT",
|
|
||||||
"cookieJar": {
|
|
||||||
"version": "tough-cookie@6.0.1",
|
|
||||||
"storeType": "MemoryCookieStore",
|
|
||||||
"rejectPublicSuffixes": true,
|
|
||||||
"enableLooseMode": false,
|
|
||||||
"allowSpecialUseDomain": true,
|
|
||||||
"prefixSecurity": "silent",
|
|
||||||
"cookies": []
|
|
||||||
},
|
|
||||||
"userData": {},
|
|
||||||
"maxErrorScore": 3,
|
|
||||||
"errorScoreDecrement": 0.5,
|
|
||||||
"expiresAt": "2026-03-27T03:56:58.348Z",
|
|
||||||
"createdAt": "2026-03-27T03:06:58.348Z",
|
|
||||||
"usageCount": 1,
|
|
||||||
"maxUsageCount": 50,
|
|
||||||
"errorScore": 0
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"id": "session_ATWD4HqdJf",
|
|
||||||
"cookieJar": {
|
|
||||||
"version": "tough-cookie@6.0.1",
|
|
||||||
"storeType": "MemoryCookieStore",
|
|
||||||
"rejectPublicSuffixes": true,
|
|
||||||
"enableLooseMode": false,
|
|
||||||
"allowSpecialUseDomain": true,
|
|
||||||
"prefixSecurity": "silent",
|
|
||||||
"cookies": []
|
|
||||||
},
|
|
||||||
"userData": {},
|
|
||||||
"maxErrorScore": 3,
|
|
||||||
"errorScoreDecrement": 0.5,
|
|
||||||
"expiresAt": "2026-03-27T03:56:58.569Z",
|
|
||||||
"createdAt": "2026-03-27T03:06:58.569Z",
|
|
||||||
"usageCount": 1,
|
|
||||||
"maxUsageCount": 50,
|
|
||||||
"errorScore": 0
|
|
||||||
}
|
|
||||||
]
|
|
||||||
}
|
|
||||||
@ -1,9 +0,0 @@
|
|||||||
{
|
|
||||||
"id": "Gyz6y01b4kaqVSY",
|
|
||||||
"json": "{\"id\":\"Gyz6y01b4kaqVSY\",\"url\":\"https://www.optcore.net/product-category/optical-transceiver/sfp-plus-transceiver/\",\"loadedUrl\":\"https://www.optcore.net/product-category/optical-transceiver/sfp-plus-transceiver/\",\"uniqueKey\":\"https://www.optcore.net/product-category/optical-transceiver/sfp-plus-transceiver\",\"method\":\"GET\",\"noRetry\":false,\"retryCount\":0,\"errorMessages\":[],\"headers\":{},\"userData\":{\"__crawlee\":{\"state\":4}},\"handledAt\":\"2026-03-27T03:06:57.738Z\"}",
|
|
||||||
"method": "GET",
|
|
||||||
"orderNo": null,
|
|
||||||
"retryCount": 0,
|
|
||||||
"uniqueKey": "https://www.optcore.net/product-category/optical-transceiver/sfp-plus-transceiver",
|
|
||||||
"url": "https://www.optcore.net/product-category/optical-transceiver/sfp-plus-transceiver/"
|
|
||||||
}
|
|
||||||
@ -1,9 +0,0 @@
|
|||||||
{
|
|
||||||
"id": "UDSA3Hqwk1O5rcd",
|
|
||||||
"json": "{\"id\":\"UDSA3Hqwk1O5rcd\",\"url\":\"https://www.optcore.net/product-category/optical-transceiver/sfp-transceiver/\",\"loadedUrl\":\"https://www.optcore.net/product-category/optical-transceiver/sfp-transceiver/\",\"uniqueKey\":\"https://www.optcore.net/product-category/optical-transceiver/sfp-transceiver\",\"method\":\"GET\",\"noRetry\":false,\"retryCount\":0,\"errorMessages\":[],\"headers\":{},\"userData\":{\"__crawlee\":{\"state\":4}},\"handledAt\":\"2026-03-27T03:06:57.758Z\"}",
|
|
||||||
"method": "GET",
|
|
||||||
"orderNo": null,
|
|
||||||
"retryCount": 0,
|
|
||||||
"uniqueKey": "https://www.optcore.net/product-category/optical-transceiver/sfp-transceiver",
|
|
||||||
"url": "https://www.optcore.net/product-category/optical-transceiver/sfp-transceiver/"
|
|
||||||
}
|
|
||||||
@ -1,9 +0,0 @@
|
|||||||
{
|
|
||||||
"id": "Z6VkGiT8REFQyfA",
|
|
||||||
"json": "{\"id\":\"Z6VkGiT8REFQyfA\",\"url\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers/\",\"loadedUrl\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers/\",\"uniqueKey\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers\",\"method\":\"GET\",\"noRetry\":false,\"retryCount\":0,\"errorMessages\":[],\"headers\":{},\"userData\":{\"__crawlee\":{\"state\":4}},\"handledAt\":\"2026-03-27T03:06:58.346Z\"}",
|
|
||||||
"method": "GET",
|
|
||||||
"orderNo": null,
|
|
||||||
"retryCount": 0,
|
|
||||||
"uniqueKey": "https://www.optcore.net/product-category/optical-transceiver/other-transceivers",
|
|
||||||
"url": "https://www.optcore.net/product-category/optical-transceiver/other-transceivers/"
|
|
||||||
}
|
|
||||||
@ -1,9 +0,0 @@
|
|||||||
{
|
|
||||||
"id": "Zus6krdGaVkRBmX",
|
|
||||||
"json": "{\"id\":\"Zus6krdGaVkRBmX\",\"url\":\"https://www.optcore.net/product-category/optical-transceiver/200g-400g-800g-transceiver/\",\"loadedUrl\":\"https://www.optcore.net/product-category/optical-transceiver/200g-400g-800g-transceiver/\",\"uniqueKey\":\"https://www.optcore.net/product-category/optical-transceiver/200g-400g-800g-transceiver\",\"method\":\"GET\",\"noRetry\":false,\"retryCount\":0,\"errorMessages\":[],\"headers\":{},\"userData\":{\"__crawlee\":{\"state\":4}},\"handledAt\":\"2026-03-27T03:06:58.047Z\"}",
|
|
||||||
"method": "GET",
|
|
||||||
"orderNo": null,
|
|
||||||
"retryCount": 0,
|
|
||||||
"uniqueKey": "https://www.optcore.net/product-category/optical-transceiver/200g-400g-800g-transceiver",
|
|
||||||
"url": "https://www.optcore.net/product-category/optical-transceiver/200g-400g-800g-transceiver/"
|
|
||||||
}
|
|
||||||
@ -1,9 +0,0 @@
|
|||||||
{
|
|
||||||
"id": "bhPAevnqFIxXzV3",
|
|
||||||
"json": "{\"id\":\"bhPAevnqFIxXzV3\",\"url\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/3/\",\"loadedUrl\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/3/\",\"uniqueKey\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/3\",\"method\":\"GET\",\"noRetry\":false,\"retryCount\":0,\"errorMessages\":[],\"headers\":{},\"userData\":{\"__crawlee\":{\"crawlDepth\":2,\"enqueueStrategy\":\"same-hostname\",\"state\":4}},\"handledAt\":\"2026-03-27T03:07:02.235Z\"}",
|
|
||||||
"method": "GET",
|
|
||||||
"orderNo": null,
|
|
||||||
"retryCount": 0,
|
|
||||||
"uniqueKey": "https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/3",
|
|
||||||
"url": "https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/3/"
|
|
||||||
}
|
|
||||||
@ -1,9 +0,0 @@
|
|||||||
{
|
|
||||||
"id": "xbIMGR6AhgYwBWg",
|
|
||||||
"json": "{\"id\":\"xbIMGR6AhgYwBWg\",\"url\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/2/\",\"loadedUrl\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/2/\",\"uniqueKey\":\"https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/2\",\"method\":\"GET\",\"noRetry\":false,\"retryCount\":0,\"errorMessages\":[],\"headers\":{},\"userData\":{\"__crawlee\":{\"crawlDepth\":1,\"enqueueStrategy\":\"same-hostname\",\"state\":4}},\"handledAt\":\"2026-03-27T03:06:58.564Z\"}",
|
|
||||||
"method": "GET",
|
|
||||||
"orderNo": null,
|
|
||||||
"retryCount": 0,
|
|
||||||
"uniqueKey": "https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/2",
|
|
||||||
"url": "https://www.optcore.net/product-category/optical-transceiver/other-transceivers/page/2/"
|
|
||||||
}
|
|
||||||
@ -1,9 +0,0 @@
|
|||||||
{
|
|
||||||
"id": "y74cMHovGn2i2xA",
|
|
||||||
"json": "{\"id\":\"y74cMHovGn2i2xA\",\"url\":\"https://www.optcore.net/product-category/optical-transceiver/40g-100g-transceivers/\",\"loadedUrl\":\"https://www.optcore.net/product-category/optical-transceiver/40g-100g-transceivers/\",\"uniqueKey\":\"https://www.optcore.net/product-category/optical-transceiver/40g-100g-transceivers\",\"method\":\"GET\",\"noRetry\":false,\"retryCount\":0,\"errorMessages\":[],\"headers\":{},\"userData\":{\"__crawlee\":{\"state\":4}},\"handledAt\":\"2026-03-27T03:06:58.031Z\"}",
|
|
||||||
"method": "GET",
|
|
||||||
"orderNo": null,
|
|
||||||
"retryCount": 0,
|
|
||||||
"uniqueKey": "https://www.optcore.net/product-category/optical-transceiver/40g-100g-transceivers",
|
|
||||||
"url": "https://www.optcore.net/product-category/optical-transceiver/40g-100g-transceivers/"
|
|
||||||
}
|
|
||||||
Loading…
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Reference in New Issue
Block a user