{
  "document_id": "exec_00020_2000",
  "family": "exec",
  "split": "train",
  "document_hash": "862136f6ccb7f77097086ceddd84945e55b7df17401a63b0ce306740969966e5",
  "questions": [
    {
      "question_id": "q00_exec",
      "qtype": "exec",
      "question": "Rewrite the Python function net_revenue(rows) so that it implements ALL the agreed rules in the ticket. Output only Python code defining net_revenue; no explanations, no markdown fences.",
      "answer": "\ndef net_revenue(rows):\n    total = 0.0\n    for r in rows:\n        if r['returned']:\n            continue\n        if r['region'] == 'Ouest':\n            continue\n        if r['units'] < 4:\n            continue\n        total += r['units'] * r['unit_price'] * (1 - r['discount_pct'] / 100.0)\n    total = total * (1 + 0.0 / 100.0)\n    return round(total, 2)\n",
      "answer_type": "exec",
      "tolerance": 0.0,
      "supporting_fact_ids": [
        "spec"
      ],
      "answer_position_frac": 0.02,
      "aliases": []
    }
  ],
  "facts": [
    {
      "fact_id": "spec",
      "entity": "net_revenue",
      "attribute": "rules",
      "value": "{\"thr_days\": 4, \"min_units\": 4, \"excl_region\": \"Ouest\", \"rounding\": 2, \"tax\": 0.0}",
      "kind": "spec",
      "sentence": "Bug report BR-8600: the function net_revenue(rows) must compute the total net revenue of the rows list (each row is a dict with keys ['region', 'product', 'units', 'unit_price', 'discount_pct', 'returned', 'shipped_days']). Rules agreed with the client on 21 June 2031: (1) exclude returned rows; (2) exclude rows whose region is 'Ouest'; (3) exclude rows with fewer than 4 units; (4) line revenue = units * unit_price * (1 - discount_pct/100); (5) apply a tax of 0.0 % on the sum; (6) return the result rounded to 2 decimals (Python round). The current implementation forgets rule (2) and applies no tax.",
      "char_start": 20,
      "char_end": 625
    }
  ],
  "hidden_tests": [
    {
      "input": [
        {
          "region": "Centre",
          "product": "delta",
          "units": 17,
          "unit_price": 31.92,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 15,
          "unit_price": 49.46,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 29,
          "unit_price": 67.82,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 7
        },
        {
          "region": "Est",
          "product": "epsilon",
          "units": 26,
          "unit_price": 77.04,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 39,
          "unit_price": 37.66,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 2,
          "unit_price": 38.48,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 3
        },
        {
          "region": "Nord",
          "product": "zeta",
          "units": 35,
          "unit_price": 13.8,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 11,
          "unit_price": 73.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 24,
          "unit_price": 16.68,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 2
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 29,
          "unit_price": 63.39,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Nord",
          "product": "beta",
          "units": 38,
          "unit_price": 10.04,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 9,
          "unit_price": 35.84,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 11
        },
        {
          "region": "Centre",
          "product": "epsilon",
          "units": 14,
          "unit_price": 51.72,
          "discount_pct": 0,
          "returned": true,
          "shipped_days": 1
        },
        {
          "region": "Ouest",
          "product": "beta",
          "units": 40,
          "unit_price": 34.5,
          "discount_pct": 25,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Sud",
          "product": "delta",
          "units": 7,
          "unit_price": 19.63,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Nord",
          "product": "beta",
          "units": 8,
          "unit_price": 30.4,
          "discount_pct": 10,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Sud",
          "product": "zeta",
          "units": 18,
          "unit_price": 22.1,
          "discount_pct": 0,
          "returned": true,
          "shipped_days": 1
        },
        {
          "region": "Est",
          "product": "alpha",
          "units": 32,
          "unit_price": 48.04,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Est",
          "product": "alpha",
          "units": 15,
          "unit_price": 48.79,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 26,
          "unit_price": 77.87,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 40,
          "unit_price": 63.38,
          "discount_pct": 10,
          "returned": true,
          "shipped_days": 5
        }
      ],
      "expected": 9290.06
    },
    {
      "input": [
        {
          "region": "Sud",
          "product": "delta",
          "units": 7,
          "unit_price": 19.63,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 24,
          "unit_price": 16.68,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 2
        },
        {
          "region": "Nord",
          "product": "beta",
          "units": 38,
          "unit_price": 10.04,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 15,
          "unit_price": 49.46,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 40,
          "unit_price": 63.38,
          "discount_pct": 10,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 29,
          "unit_price": 63.39,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 29,
          "unit_price": 67.82,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 7
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 26,
          "unit_price": 77.87,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Est",
          "product": "alpha",
          "units": 15,
          "unit_price": 48.79,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Nord",
          "product": "beta",
          "units": 8,
          "unit_price": 30.4,
          "discount_pct": 10,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Nord",
          "product": "gamma",
          "units": 19,
          "unit_price": 11.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Centre",
          "product": "delta",
          "units": 17,
          "unit_price": 31.92,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Sud",
          "product": "zeta",
          "units": 18,
          "unit_price": 22.1,
          "discount_pct": 0,
          "returned": true,
          "shipped_days": 1
        },
        {
          "region": "Sud",
          "product": "beta",
          "units": 9,
          "unit_price": 12.9,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 11,
          "unit_price": 73.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 9,
          "unit_price": 35.84,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 11
        },
        {
          "region": "Nord",
          "product": "zeta",
          "units": 35,
          "unit_price": 13.8,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 2,
          "unit_price": 38.48,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 3
        },
        {
          "region": "Ouest",
          "product": "beta",
          "units": 40,
          "unit_price": 34.5,
          "discount_pct": 25,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Centre",
          "product": "epsilon",
          "units": 14,
          "unit_price": 51.72,
          "discount_pct": 0,
          "returned": true,
          "shipped_days": 1
        },
        {
          "region": "Est",
          "product": "epsilon",
          "units": 26,
          "unit_price": 77.04,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 39,
          "unit_price": 37.66,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Est",
          "product": "alpha",
          "units": 32,
          "unit_price": 48.04,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 13
        }
      ],
      "expected": 9612.0
    },
    {
      "input": [
        {
          "region": "Est",
          "product": "zeta",
          "units": 2,
          "unit_price": 38.48,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 3
        },
        {
          "region": "Est",
          "product": "alpha",
          "units": 32,
          "unit_price": 48.04,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Est",
          "product": "alpha",
          "units": 15,
          "unit_price": 48.79,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Sud",
          "product": "delta",
          "units": 7,
          "unit_price": 19.63,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 40,
          "unit_price": 63.38,
          "discount_pct": 10,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 39,
          "unit_price": 37.66,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Nord",
          "product": "zeta",
          "units": 35,
          "unit_price": 13.8,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Ouest",
          "product": "beta",
          "units": 40,
          "unit_price": 34.5,
          "discount_pct": 25,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 9,
          "unit_price": 35.84,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 11
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 11,
          "unit_price": 73.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        }
      ],
      "expected": 3697.66
    },
    {
      "input": [
        {
          "region": "Est",
          "product": "zeta",
          "units": 24,
          "unit_price": 16.68,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 2
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 9,
          "unit_price": 35.84,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 11
        },
        {
          "region": "Centre",
          "product": "epsilon",
          "units": 14,
          "unit_price": 51.72,
          "discount_pct": 0,
          "returned": true,
          "shipped_days": 1
        },
        {
          "region": "Nord",
          "product": "gamma",
          "units": 19,
          "unit_price": 11.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 15,
          "unit_price": 49.46,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 29,
          "unit_price": 67.82,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 7
        },
        {
          "region": "Centre",
          "product": "delta",
          "units": 17,
          "unit_price": 31.92,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Sud",
          "product": "zeta",
          "units": 18,
          "unit_price": 22.1,
          "discount_pct": 0,
          "returned": true,
          "shipped_days": 1
        },
        {
          "region": "Nord",
          "product": "beta",
          "units": 38,
          "unit_price": 10.04,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Est",
          "product": "epsilon",
          "units": 26,
          "unit_price": 77.04,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Nord",
          "product": "zeta",
          "units": 35,
          "unit_price": 13.8,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Sud",
          "product": "delta",
          "units": 7,
          "unit_price": 19.63,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Nord",
          "product": "beta",
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          "unit_price": 30.4,
          "discount_pct": 10,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Ouest",
          "product": "alpha",
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          "unit_price": 37.66,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Est",
          "product": "alpha",
          "units": 15,
          "unit_price": 48.79,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 29,
          "unit_price": 63.39,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Ouest",
          "product": "beta",
          "units": 40,
          "unit_price": 34.5,
          "discount_pct": 25,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 26,
          "unit_price": 77.87,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 11,
          "unit_price": 73.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Est",
          "product": "alpha",
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          "unit_price": 48.04,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 13
        }
      ],
      "expected": 9513.31
    },
    {
      "input": [
        {
          "region": "Centre",
          "product": "zeta",
          "units": 15,
          "unit_price": 49.46,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 11,
          "unit_price": 73.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Nord",
          "product": "beta",
          "units": 38,
          "unit_price": 10.04,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Nord",
          "product": "gamma",
          "units": 19,
          "unit_price": 11.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Sud",
          "product": "zeta",
          "units": 18,
          "unit_price": 22.1,
          "discount_pct": 0,
          "returned": true,
          "shipped_days": 1
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 26,
          "unit_price": 77.87,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Sud",
          "product": "delta",
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          "unit_price": 19.63,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Est",
          "product": "alpha",
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          "unit_price": 48.04,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Centre",
          "product": "delta",
          "units": 17,
          "unit_price": 31.92,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Sud",
          "product": "beta",
          "units": 9,
          "unit_price": 12.9,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Nord",
          "product": "zeta",
          "units": 35,
          "unit_price": 13.8,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 29,
          "unit_price": 63.39,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Nord",
          "product": "beta",
          "units": 8,
          "unit_price": 30.4,
          "discount_pct": 10,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 39,
          "unit_price": 37.66,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 2
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 29,
          "unit_price": 67.82,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 7
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 40,
          "unit_price": 63.38,
          "discount_pct": 10,
          "returned": true,
          "shipped_days": 5
        },
        {
          "region": "Centre",
          "product": "epsilon",
          "units": 14,
          "unit_price": 51.72,
          "discount_pct": 0,
          "returned": true,
          "shipped_days": 1
        },
        {
          "region": "Est",
          "product": "epsilon",
          "units": 26,
          "unit_price": 77.04,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 9
        },
        {
          "region": "Est",
          "product": "alpha",
          "units": 15,
          "unit_price": 48.79,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 9
        }
      ],
      "expected": 9289.44
    }
  ]
}