ABG Mandi (sometimes written or ABG Market ) is a major agricultural wholesale hub located in the city of Mandi Baha‑uddin, Punjab, Pakistan . It is one of the largest “mandis” (mandi = market) for fresh produce, cereals, and livestock in the region, serving farmers, traders, and retailers across the Punjab heartland and beyond.
Local NGOs report that the market’s upgraded facilities have become a hub for —from post‑harvest handling to digital literacy—benefiting over 3,500 residents in the first year alone. intip abg mandi updated
| # | Requirement | Acceptance Criteria | |---|-------------|---------------------| | | Data ingestion – Pull the latest market data from the INTIP public API (or partner feed) for the ABG mandi network. | • Scheduler runs every 5 min (configurable). • Handles HTTP 200, 429 (rate‑limit) and retries. | | FR‑2 | Normalization – Convert INTIP’s raw schema into a unified internal model: Commodity , Variety , Price , Quantity , Timestamp , MandiID , Latitude/Longitude . | • All mandatory fields present; missing optional fields default to null . | | FR‑3 | Geolocation – Associate each mandi entry with lat/long, enable map‑based filtering. | • Clicking a marker on the map opens a pop‑up with the latest price table. | | FR‑4 | Historical storage – Persist every feed snapshot (minimum 90 days) for trend analysis. | • Data is write‑once, immutable; queries return correct values for any historic timestamp. | | FR‑5 | Dashboard UI – Show: • Tile view (price per commodity) • Time‑series chart (price trend last 30 days) • Heat‑map overlay (price intensity across region) • Weather widget (current temperature, rain forecast). | • UI updates within 2 seconds of new data arrival. • Responsive on desktop, tablet, and mobile. | | FR‑6 | Alerts & Notifications – Users can set price‑threshold or stock‑threshold alerts. | • Push/SMTP/WhatsApp notification sent within 1 min of trigger. • Alert history view available. | | FR‑7 | Export & API – Provide a read‑only public API endpoint ( /v1/mandi/abg ) and CSV/JSON export button. | • API respects rate‑limits, returns data filtered by commodity , date-range , mandi-id . | | FR‑8 | Admin controls – Enable/disable specific mandis, set fetch interval, view ingestion logs. | • Admin UI shows success/failure counts, last fetch time per mandi. | | FR‑9 | Security & Compliance – API keys stored encrypted, data at rest encrypted (AES‑256), GDPR‑compatible user preferences. | • Pen‑test passes OWASP Top 10. | ABG Mandi (sometimes written or ABG Market )