{ "format": "dataset-manifest/1", "slug": "pharmacy-sample-database", "version": 1, "seed": "flagship:pharmacy-sample-database:1k", "engine": 2, "engineVersion": "1.0.0", "spec": { "format": "dataset/1", "engine": 2, "slug": "pharmacy-sample-database", "name": "Pharmacy sample database", "tagline": "Medicines, stock, prescriptions and sales across a chain, with coupons, insurance claims, returns and deliveries.", "description": "A pharmacy chain over five years: branches stock medicines from manufacturers and suppliers, doctors write prescriptions, and customers buy at the till. Every sale line is its quantity times the medicine price, every sale total is the sum of its lines, a coupon takes money off but never more than the total, 8% tax goes on what is left, and the payment is that amount to the cent. Insurance claims are for the sale they name and are never approved for more than was claimed, returns refund their lines, and a delivery has an arrival time only once it has arrived. A sale with no lines is a voided transaction, at zero.", "domain": "pharmacy", "shape": "transactional", "useCases": [ "sql-practice", "bi-dashboards", "test-fixtures" ], "keywords": [ "pharmacy", "prescriptions", "medicines", "retail sales", "sample database" ], "locale": "en_US", "license": "CC0-1.0", "version": 1, "seed": "flagship:pharmacy-sample-database", "tables": { "active_ingredients": { "description": "Rows for the active_ingredients table.", "rows": 50, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Small molecule", "Biologic", "Vitamin or mineral", "Hormone" ], "weights": [ 70, 8, 14, 8 ] }, "name": { "kind": "enum", "values": [ "Amoxicillin", "Ibuprofen", "Paracetamol", "Metformin", "Atorvastatin", "Omeprazole", "Lisinopril", "Amlodipine", "Simvastatin", "Levothyroxine", "Metoprolol", "Losartan", "Azithromycin", "Cetirizine", "Loratadine", "Prednisone", "Sertraline", "Fluoxetine", "Gabapentin", "Hydrochlorothiazide", "Pantoprazole", "Montelukast", "Salbutamol", "Insulin Glargine", "Clopidogrel", "Warfarin", "Furosemide", "Ciprofloxacin", "Doxycycline", "Naproxen", "Diclofenac", "Esomeprazole", "Rosuvastatin", "Escitalopram", "Bupropion", "Tamsulosin", "Finasteride", "Allopurinol", "Ondansetron", "Loperamide", "Famotidine", "Cholecalciferol", "Folic Acid", "Ferrous Sulfate", "Melatonin", "Zinc Sulfate", "Hydrocortisone", "Clotrimazole", "Fluticasone", "Budesonide" ], "unique": true } } }, "branches": { "description": "Rows for the branches table.", "rows": 15, "columns": { "id": { "kind": "pk" }, "address": { "kind": "location.streetAddress" }, "email": { "kind": "internet.email" }, "name": { "kind": "place.city" }, "phone": { "kind": "place.phone" } } }, "coupon_usages": { "description": "Rows for the coupon_usages table.", "rows": 30, "columns": { "id": { "kind": "pk" }, "coupon_id": { "kind": "fk", "ref": "coupons.id", "skew": "long-tail" }, "discount_applied": { "kind": "decimal", "min": 1, "max": 12, "scale": 2 }, "sale_id": { "kind": "fk", "ref": "sales.id", "unique": true } } }, "coupons": { "description": "Rows for the coupons table.", "rows": 60, "columns": { "id": { "kind": "pk" }, "code": { "kind": "pattern", "pattern": "[SAVE]-AA##", "unique": true }, "discount_percentage": { "kind": "decimal", "min": 5, "max": 30, "scale": 2 }, "expiry_date": { "kind": "date", "from": "2021-03-01", "to": "2026-06-30" }, "is_active": { "kind": "bool" }, "max_discount": { "kind": "decimal", "min": 5, "max": 40, "scale": 2 } } }, "customer_loyalty": { "description": "Rows for the customer_loyalty table.", "rows": 20, "columns": { "id": { "kind": "pk" }, "customer_id": { "kind": "fk", "ref": "customers.id", "unique": true }, "last_updated": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31" }, "points_balance": { "kind": "int", "min": 0, "max": 20000, "distribution": "long-tail" }, "tier": { "kind": "enum", "values": [ "bronze", "silver", "gold", "platinum" ], "weights": [ 55, 28, 13, 4 ] } } }, "customers": { "description": "Rows for the customers table.", "rows": 60, "columns": { "id": { "kind": "pk" }, "address": { "kind": "location.streetAddress" }, "date_of_birth": { "kind": "date", "from": "1935-01-01", "to": "2006-12-31" }, "email": { "kind": "internet.email", "from": { "firstName": "first_name", "lastName": "last_name" } }, "first_name": { "kind": "person.firstName" }, "gender": { "kind": "enum", "values": [ "female", "male", "unspecified" ], "weights": [ 52, 45, 3 ] }, "last_name": { "kind": "person.lastName" }, "phone": { "kind": "phone.number" } } }, "delivery_details": { "description": "Rows for the delivery_details table.", "rows": 40, "columns": { "id": { "kind": "pk" }, "actual_delivery": { "kind": "datetime", "after": "estimated_delivery", "withinSeconds": 86400, "nullable": true, "when": { "column": "status", "in": [ "delivered" ] } }, "delivery_address": { "kind": "location.streetAddress" }, "estimated_delivery": { "kind": "datetime", "after": "sale_id.sale_date", "withinDays": 2, "dayProfile": "business" }, "recipient_name": { "kind": "person.fullName" }, "recipient_phone": { "kind": "phone.number" }, "sale_id": { "kind": "fk", "ref": "sales.id", "unique": true }, "status": { "kind": "enum", "values": [ "delivered", "out_for_delivery", "failed", "cancelled" ], "weights": [ 86, 4, 6, 4 ] } } }, "doctors": { "description": "Rows for the doctors table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "email": { "kind": "internet.email", "from": { "firstName": "first_name", "lastName": "last_name" } }, "first_name": { "kind": "person.firstName" }, "last_name": { "kind": "person.lastName" }, "license_number": { "kind": "pattern", "pattern": "[MD]-######", "unique": true }, "phone": { "kind": "phone.number" }, "specialty": { "kind": "enum", "values": [ "general_practice", "internal_medicine", "pediatrics", "cardiology", "dermatology", "psychiatry", "endocrinology", "orthopedics" ], "weights": [ 45, 15, 12, 7, 6, 6, 5, 4 ] } } }, "dosage_forms": { "description": "Rows for the dosage_forms table.", "rows": 8, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Taken by mouth", "Applied to the skin", "Given by a clinician", "Inhaled", "Used in the eye or ear" ] }, "name": { "kind": "enum", "values": [ "tablet", "capsule", "syrup", "cream", "injection", "inhaler", "drops", "patch" ], "unique": true } } }, "employees": { "description": "Rows for the employees table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "branch_id": { "kind": "fk", "ref": "branches.id", "skew": "long-tail" }, "first_name": { "kind": "person.firstName" }, "hire_date": { "kind": "date", "from": "2010-01-01", "to": "2024-12-31" }, "last_name": { "kind": "person.lastName" }, "license_number": { "kind": "pattern", "pattern": "[PH]-######", "unique": true }, "user_id": { "kind": "fk", "ref": "users.id", "unique": true } } }, "insurance_claims": { "description": "Rows for the insurance_claims table.", "rows": 50, "columns": { "id": { "kind": "pk" }, "approved_amount": { "kind": "decimal", "min": 0, "max": 282, "scale": 2, "distribution": "long-tail", "nullable": true, "when": { "column": "status", "in": [ "approved", "partially_approved" ] } }, "claim_amount": { "kind": "decimal", "min": 0, "max": 673, "scale": 2, "distribution": "long-tail" }, "insurance_provider_id": { "kind": "fk", "ref": "insurance_providers.id", "skew": "long-tail" }, "policy_number": { "kind": "pattern", "pattern": "[POL]-#########" }, "sale_id": { "kind": "fk", "ref": "sales.id", "unique": true }, "status": { "kind": "enum", "values": [ "approved", "partially_approved", "denied", "pending" ], "weights": [ 62, 18, 12, 8 ] }, "submission_date": { "kind": "date", "after": "sale_id.sale_date", "withinDays": 5 } } }, "insurance_providers": { "description": "Rows for the insurance_providers table.", "rows": 8, "columns": { "id": { "kind": "pk" }, "address": { "kind": "location.streetAddress" }, "contact_person": { "kind": "person.fullName" }, "email": { "kind": "internet.email" }, "name": { "kind": "company.name" }, "phone": { "kind": "phone.number" } } }, "inventory_stocks": { "description": "Rows for the inventory_stocks table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "batch_number": { "kind": "pattern", "pattern": "[LOT]-AA####" }, "branch_id": { "kind": "fk", "ref": "branches.id", "skew": "long-tail" }, "expiry_date": { "kind": "date", "from": "2026-01-01", "to": "2029-12-31" }, "medicine_id": { "kind": "fk", "ref": "medicines.id", "skew": "long-tail" }, "quantity": { "kind": "int", "min": 0, "max": 400, "distribution": "long-tail" }, "shelf_id": { "kind": "fk", "ref": "shelves.id", "skew": "long-tail" } } }, "manufacturers": { "description": "Rows for the manufacturers table.", "rows": 30, "columns": { "id": { "kind": "pk" }, "address": { "kind": "location.streetAddress" }, "contact_person": { "kind": "person.fullName" }, "email": { "kind": "internet.email" }, "name": { "kind": "company.name" }, "phone": { "kind": "phone.number" } } }, "medicine_categories": { "description": "Rows for the medicine_categories table.", "rows": 12, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Prescription only", "Over the counter", "Mixed: some lines need a prescription" ] }, "name": { "kind": "enum", "values": [ "analgesics", "antibiotics", "antihistamines", "antihypertensives", "antidepressants", "antidiabetics", "cardiovascular", "gastrointestinal", "respiratory", "dermatology", "vitamins_and_supplements", "hormones" ], "unique": true } } }, "medicine_ingredients": { "description": "Rows for the medicine_ingredients table.", "rows": 300, "columns": { "id": { "kind": "pk" }, "ingredient_id": { "kind": "fk", "ref": "active_ingredients.id", "skew": "long-tail" }, "medicine_id": { "kind": "fk", "ref": "medicines.id", "skew": "long-tail" }, "strength": { "kind": "enum", "values": [ "5 mg", "10 mg", "20 mg", "50 mg", "100 mg", "250 mg", "500 mg" ] } } }, "medicines": { "description": "Rows for the medicines table.", "rows": 240, "columns": { "id": { "kind": "pk" }, "category_id": { "kind": "fk", "ref": "medicine_categories.id", "skew": "long-tail" }, "dosage_form_id": { "kind": "fk", "ref": "dosage_forms.id", "skew": "long-tail" }, "manufacturer_id": { "kind": "fk", "ref": "manufacturers.id", "skew": "long-tail" }, "name": { "kind": "enum", "values": [ "Amoxicillin", "Ibuprofen", "Paracetamol", "Metformin", "Atorvastatin", "Omeprazole", "Lisinopril", "Amlodipine", "Simvastatin", "Levothyroxine", "Metoprolol", "Losartan", "Azithromycin", "Cetirizine", "Loratadine", "Prednisone", "Sertraline", "Fluoxetine", "Gabapentin", "Hydrochlorothiazide", "Pantoprazole", "Montelukast", "Salbutamol", "Insulin Glargine", "Clopidogrel", "Warfarin", "Furosemide", "Ciprofloxacin", "Doxycycline", "Naproxen", "Diclofenac", "Esomeprazole", "Rosuvastatin", "Escitalopram", "Bupropion", "Tamsulosin", "Finasteride", "Allopurinol", "Ondansetron", "Loperamide", "Famotidine", "Cholecalciferol", "Folic Acid", "Ferrous Sulfate", "Melatonin", "Zinc Sulfate", "Hydrocortisone", "Clotrimazole", "Fluticasone", "Budesonide" ] }, "packaging_type_id": { "kind": "fk", "ref": "packaging_types.id", "skew": "long-tail" }, "price": { "kind": "decimal", "min": 2, "max": 95, "scale": 2, "distribution": "long-tail" }, "requires_prescription": { "kind": "bool", "trueRate": 0.6 }, "scientific_name": { "kind": "copy", "from": "name" }, "sku": { "kind": "pattern", "pattern": "[MED]-#####", "unique": true }, "strength": { "kind": "enum", "values": [ "5 mg", "10 mg", "20 mg", "40 mg", "100 mg", "250 mg", "500 mg", "1 g", "5 mg/ml", "1%" ] } } }, "packaging_types": { "description": "Rows for the packaging_types table.", "rows": 6, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Child-resistant", "Tamper-evident seal", "Keep refrigerated", "Single use" ] }, "name": { "kind": "enum", "values": [ "blister_pack", "bottle", "tube", "vial", "box", "sachet" ], "unique": true } } }, "payment_methods": { "description": "Rows for the payment_methods table.", "rows": 5, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Settled at the till", "Settled by the insurer", "Prepaid" ] }, "name": { "kind": "enum", "values": [ "card", "cash", "mobile_wallet", "insurance_direct", "gift_card" ], "unique": true } } }, "payments": { "description": "Rows for the payments table.", "rows": 290, "columns": { "id": { "kind": "pk" }, "amount": { "kind": "decimal", "min": 0, "max": 845, "scale": 2, "distribution": "long-tail" }, "payment_date": { "kind": "datetime", "after": "sale_id.sale_date", "withinSeconds": 300 }, "payment_method_id": { "kind": "fk", "ref": "payment_methods.id", "skew": "long-tail" }, "sale_id": { "kind": "fk", "ref": "sales.id", "unique": true }, "transaction_reference": { "kind": "pattern", "pattern": "[TXN]-############", "unique": true } } }, "prescription_items": { "description": "Rows for the prescription_items table.", "rows": 150, "columns": { "id": { "kind": "pk" }, "dispensed_quantity": { "kind": "int", "min": 0, "max": 82, "distribution": "long-tail" }, "dosage_instruction": { "kind": "enum", "values": [ "One tablet daily", "One tablet twice daily", "One tablet three times daily", "Two tablets at night", "Apply thinly twice daily", "Two puffs when needed", "5 ml every eight hours", "As directed" ] }, "medicine_id": { "kind": "fk", "ref": "medicines.id", "skew": "long-tail" }, "prescribed_quantity": { "kind": "int", "min": 1, "max": 90, "distribution": "long-tail" }, "prescription_id": { "kind": "fk", "ref": "prescriptions.id", "skew": "long-tail" } } }, "prescriptions": { "description": "Rows for the prescriptions table.", "rows": 80, "columns": { "id": { "kind": "pk" }, "customer_id": { "kind": "fk", "ref": "customers.id", "skew": "long-tail" }, "doctor_id": { "kind": "fk", "ref": "doctors.id", "skew": "long-tail" }, "expiry_date": { "kind": "date", "after": "issue_date", "withinDays": 365 }, "issue_date": { "kind": "date", "from": "2021-01-01", "to": "2025-12-31", "trend": "growing" }, "status": { "kind": "enum", "values": [ "dispensed", "partially_dispensed", "expired", "cancelled" ], "weights": [ 78, 8, 10, 4 ] } } }, "purchase_order_items": { "description": "Rows for the purchase_order_items table.", "rows": 15, "columns": { "id": { "kind": "pk" }, "medicine_id": { "kind": "fk", "ref": "medicines.id", "skew": "long-tail" }, "purchase_order_id": { "kind": "fk", "ref": "purchase_orders.id", "skew": "long-tail" }, "quantity_ordered": { "kind": "int", "min": 10, "max": 500, "distribution": "long-tail" }, "quantity_received": { "kind": "int", "min": 0, "max": 487, "distribution": "high" }, "unit_cost": { "kind": "decimal", "min": 1, "max": 120, "scale": 2, "distribution": "long-tail" } } }, "purchase_orders": { "description": "Rows for the purchase_orders table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "branch_id": { "kind": "fk", "ref": "branches.id", "skew": "long-tail" }, "delivery_date": { "kind": "date", "after": "order_date", "withinDays": 10 }, "order_date": { "kind": "date", "from": "2021-01-01", "to": "2025-12-31" }, "status": { "kind": "enum", "values": [ "received", "partially_received", "ordered", "cancelled" ], "weights": [ 82, 6, 8, 4 ] }, "supplier_id": { "kind": "fk", "ref": "suppliers.id", "skew": "long-tail" }, "total_amount": { "kind": "decimal", "min": 1, "max": 10000, "scale": 2, "distribution": "long-tail" } } }, "return_items": { "description": "Rows for the return_items table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "medicine_id": { "kind": "fk", "ref": "medicines.id", "skew": "long-tail" }, "quantity": { "kind": "int", "min": 1, "max": 3 }, "refund_amount": { "kind": "expr", "op": "product", "of": [ "quantity", "medicine_id.price" ], "scale": 2 }, "return_id": { "kind": "fk", "ref": "returns.id", "skew": "long-tail" } } }, "returns": { "description": "Rows for the returns table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "employee_id": { "kind": "fk", "ref": "employees.id", "skew": "long-tail" }, "reason": { "kind": "enum", "values": [ "Wrong medicine dispensed", "Customer changed their mind", "Packaging damaged", "Prescription changed by the doctor", "Allergic reaction reported" ], "weights": [ 15, 35, 20, 20, 10 ] }, "return_date": { "kind": "datetime", "after": "sale_id.sale_date", "withinDays": 14, "dayProfile": "business" }, "sale_id": { "kind": "fk", "ref": "sales.id", "unique": true }, "total_refund_amount": { "kind": "decimal", "min": 0, "max": 10000, "scale": 2, "distribution": "long-tail" } } }, "roles": { "description": "Rows for the roles table.", "rows": 6, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Dispenses prescriptions", "Works the till", "Orders stock", "Runs a branch", "Manages the system" ] }, "name": { "kind": "enum", "values": [ "pharmacist", "technician", "cashier", "branch_manager", "buyer", "admin" ], "unique": true } } }, "sale_items": { "description": "Rows for the sale_items table.", "rows": 1000, "columns": { "id": { "kind": "pk" }, "discount_amount": { "kind": "constant", "value": 0 }, "medicine_id": { "kind": "fk", "ref": "medicines.id", "skew": "long-tail" }, "quantity": { "kind": "int", "min": 1, "max": 3, "distribution": "long-tail" }, "sale_id": { "kind": "fk", "ref": "sales.id", "skew": "flat" }, "total_price": { "kind": "expr", "op": "product", "of": [ "quantity", "unit_price" ], "scale": 2 }, "unit_price": { "kind": "copy", "from": "medicine_id.price" } } }, "sales": { "description": "Rows for the sales table.", "rows": 300, "columns": { "id": { "kind": "pk" }, "branch_id": { "kind": "fk", "ref": "branches.id", "skew": "long-tail" }, "customer_id": { "kind": "fk", "ref": "customers.id", "skew": "long-tail" }, "discount_amount": { "kind": "decimal", "min": 0, "max": 12, "scale": 2, "distribution": "long-tail" }, "employee_id": { "kind": "fk", "ref": "employees.id", "skew": "long-tail" }, "net_amount": { "kind": "decimal", "min": 0, "max": 845, "scale": 2 }, "sale_date": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31", "trend": "growing", "dayProfile": "business" }, "tax_amount": { "kind": "decimal", "min": 0, "max": 63, "scale": 2, "distribution": "long-tail" }, "total_amount": { "kind": "decimal", "min": 0, "max": 10000, "scale": 2, "distribution": "long-tail" } } }, "shelves": { "description": "Rows for the shelves table.", "rows": 150, "columns": { "id": { "kind": "pk" }, "branch_id": { "kind": "fk", "ref": "branches.id", "skew": "long-tail" }, "code": { "kind": "pattern", "pattern": "[SH]-###" }, "location_description": { "kind": "enum", "values": [ "Behind the counter", "Front of store", "Cold storage", "Controlled drugs cabinet", "Back room", "Self-service aisle" ], "weights": [ 30, 20, 10, 5, 20, 15 ] } } }, "shifts": { "description": "Rows for the shifts table.", "rows": 12, "columns": { "id": { "kind": "pk" }, "cash_float_end": { "kind": "decimal", "min": 100, "max": 4000, "scale": 2, "distribution": "long-tail" }, "cash_float_start": { "kind": "decimal", "min": 100, "max": 300, "scale": 2 }, "employee_id": { "kind": "fk", "ref": "employees.id", "skew": "long-tail" }, "end_time": { "kind": "datetime", "after": "start_time", "withinSeconds": 36000 }, "start_time": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31", "dayProfile": "business" }, "status": { "kind": "enum", "values": [ "closed", "open", "reconciled" ], "weights": [ 30, 2, 68 ] } } }, "stock_adjustments": { "description": "Rows for the stock_adjustments table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "adjustment_date": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31", "dayProfile": "business" }, "adjustment_type": { "kind": "enum", "values": [ "count_correction", "damaged", "expired", "transfer_in", "transfer_out", "recall" ], "weights": [ 40, 15, 20, 10, 10, 5 ] }, "employee_id": { "kind": "fk", "ref": "employees.id", "skew": "long-tail" }, "inventory_stock_id": { "kind": "fk", "ref": "inventory_stocks.id", "skew": "long-tail" }, "quantity_adjusted": { "kind": "int", "min": 1, "max": 120, "distribution": "long-tail" }, "reason": { "kind": "enum", "values": [ "Shelf count did not match the system", "Box crushed in delivery", "Past its expiry date", "Moved between branches", "Withdrawn by the manufacturer" ] } } }, "supplier_invoices": { "description": "Rows for the supplier_invoices table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "due_date": { "kind": "date", "after": "invoice_date", "withinDays": 45 }, "invoice_date": { "kind": "date", "after": "purchase_order_id.order_date", "withinDays": 15 }, "invoice_number": { "kind": "pattern", "pattern": "[INV]-########", "unique": true }, "paid_amount": { "kind": "decimal", "min": 0, "max": 9671, "scale": 2, "nullable": true, "when": { "column": "status", "in": [ "paid" ] } }, 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has an arrival time exactly when it was delivered", "violations": 0 }, { "name": "Nothing is dispensed or received beyond what was asked for", "violations": 0 }, { "name": "A paid invoice is paid in full, an unpaid one not at all", "violations": 0 } ] } }, "rules": [ { "name": "Every sale line is its quantity times the medicine price", "sql": "SELECT count(*) AS violations FROM sale_items i JOIN medicines m ON m.id = i.medicine_id WHERE i.unit_price <> m.price OR i.total_price <> round(i.quantity * i.unit_price, 2)" }, { "name": "Every sale total is the sum of its lines", "sql": "SELECT count(*) AS violations FROM sales s LEFT JOIN (SELECT sale_id, sum(total_price) AS lines FROM sale_items GROUP BY sale_id) i ON i.sale_id = s.id WHERE s.total_amount <> COALESCE(i.lines, 0)" }, { "name": "A coupon discounts the sale, never by more than its total", "sql": "SELECT count(*) AS violations FROM sales s LEFT JOIN (SELECT sale_id, sum(discount_applied) AS off FROM coupon_usages GROUP BY sale_id) c ON c.sale_id = s.id WHERE s.discount_amount <> LEAST(COALESCE(c.off, 0), s.total_amount)" }, { "name": "Tax is 8% of the discounted total, and the net is that plus tax", "sql": "SELECT count(*) AS violations FROM sales WHERE tax_amount <> round((total_amount - discount_amount) * 0.08, 2) OR net_amount <> total_amount - discount_amount + tax_amount" }, { "name": "Every payment is its sale’s net amount", "sql": "SELECT count(*) AS violations FROM payments p JOIN sales s ON s.id = p.sale_id WHERE p.amount <> s.net_amount" }, { "name": "A claim is for its sale, and never approved for more", "sql": "SELECT count(*) AS violations FROM insurance_claims c JOIN sales s ON s.id = c.sale_id WHERE c.claim_amount <> s.net_amount OR c.approved_amount > c.claim_amount" }, { "name": "A delivery has an arrival time exactly when it was delivered", "sql": "SELECT count(*) AS violations FROM delivery_details WHERE (status = 'delivered') <> (actual_delivery IS NOT NULL)" }, { "name": "Nothing is dispensed or received beyond what was asked for", "sql": "SELECT (SELECT count(*) FROM prescription_items WHERE dispensed_quantity > prescribed_quantity) + (SELECT count(*) FROM purchase_order_items WHERE quantity_received > quantity_ordered) AS violations" }, { "name": "A paid invoice is paid in full, an unpaid one not at all", "sql": "SELECT count(*) AS violations FROM supplier_invoices WHERE (status = 'paid' AND paid_amount <> total_amount) OR (status <> 'paid' AND paid_amount IS NOT NULL)" } ] }, "publishedAt": 1791317868831, "updatedAt": 1791317868831 }