Intip Abg Mandi Updated [2021]

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CREATE TABLE mandi ( id UUID PRIMARY KEY, name TEXT NOT NULL, region TEXT, latitude DOUBLE PRECISION, longitude DOUBLE PRECISION, abg_group_id UUID, is_active BOOLEAN DEFAULT TRUE );

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| # | Feature | Benefit | |---|---------|---------| | | Machine‑learning price‑forecast (ARIMA / Prophet) overlay on the trend chart. | Gives traders a forward‑looking edge. | | OE‑2 | Crowdsourced price validation – allow verified farmers to submit “actual sale price”; feed back into confidence score. | Improves data trustworthiness. | | OE‑3 | Multi‑language support (Hindi, Gujarati, English). | Wider adoption in regional markets. | | OE‑4 | Integration with payment gateway – enable “instant sell” orders directly from the dashboard. | Turns insight into immediate transaction. |

The intent is to give you a ready‑to‑implement “INTIP‑ABG Mandi Updated” module that can be dropped into an existing agricultural‑market or supply‑chain product (or built as a standalone service).

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| # | 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. |

| Metric (2024‑2025) | Before Intip | After Intip | |-------------------|--------------|-------------| | Average farmer income (per day) | ₹ 450 | ₹ 620 | | Shopper footfall (monthly) | 120,000 | 165,000 | | Waste diverted to compost (tons) | 12 | 38 | | Energy from renewable sources (%) | 15 % | 70 % | | Customer satisfaction score (out of 10) | 6.8 | 9.1 | If you are looking for information on how

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