Flag large transactions, keep refunds · Python (pandas)
Task: the rules
Input transactions(id, type, amount) — text. id is unique. type is sale or refund. amount is always valid: optional "-", digits, optionally "." and 1–2 digits. Refunds are negative. Rules amount: convert to an exact decimal with 2 places (12.5 means 12.50). needs_review: true when amount is greater than 5000.00, otherwise false. Keep every row. Large values are flagged, never removed or capped. Output (row order does not matter) clean(id text, type text, amount decimal(12,2), needs_review bool)
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| # | idstring | typestring | amountstring |
|---|---|---|---|
| 1 | twnh2 | sale | 128.99 |
| 2 | tthzj | sale | 3529 |
| 3 | tkv8b | sale | 8988.5 |
| 4 | two43 | sale | 280.05 |
| 5 | tgsij | sale | 11052.01 |
| 6 | t958j | refund | -3290.10 |
| 7 | tbd8e | sale | 2294.10 |
| 8 | tu51r | sale | 1710.05 |
| 9 | thfhm | sale | 5000.00 |
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