{
  "document_id": "exec_00217_2000",
  "family": "exec",
  "split": "test",
  "document_hash": "1223c7391b1da1aeae2d242c0e41de4639218cfe0c90ba9065f1cce42f0eedbd",
  "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'] == 'Est':\n            continue\n        if r['units'] < 3:\n            continue\n        total += r['units'] * r['unit_price'] * (1 - r['discount_pct'] / 100.0)\n    total = total * (1 + 14.975 / 100.0)\n    return round(total, 0)\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\": 3, \"excl_region\": \"Est\", \"rounding\": 0, \"tax\": 14.975}",
      "kind": "spec",
      "sentence": "Bug report BR-1928: 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 20 June 2031: (1) exclude returned rows; (2) exclude rows whose region is 'Est'; (3) exclude rows with fewer than 3 units; (4) line revenue = units * unit_price * (1 - discount_pct/100); (5) apply a tax of 14.975 % on the sum; (6) return the result rounded to 0 decimals (Python round). The current implementation forgets rule (2) and applies no tax.",
      "char_start": 20,
      "char_end": 626
    }
  ],
  "hidden_tests": [
    {
      "input": [
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 17,
          "unit_price": 37.46,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 21,
          "unit_price": 68.09,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Sud",
          "product": "gamma",
          "units": 39,
          "unit_price": 12.46,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 6,
          "unit_price": 36.45,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Est",
          "product": "gamma",
          "units": 15,
          "unit_price": 48.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 3
        },
        {
          "region": "Nord",
          "product": "delta",
          "units": 1,
          "unit_price": 22.17,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 13,
          "unit_price": 77.97,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Centre",
          "product": "delta",
          "units": 19,
          "unit_price": 56.2,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 22,
          "unit_price": 71.4,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Nord",
          "product": "gamma",
          "units": 2,
          "unit_price": 34.12,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 2,
          "unit_price": 29.42,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 10
        }
      ],
      "expected": 6665.0
    },
    {
      "input": [
        {
          "region": "Nord",
          "product": "gamma",
          "units": 2,
          "unit_price": 34.12,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Nord",
          "product": "delta",
          "units": 1,
          "unit_price": 22.17,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 13,
          "unit_price": 77.97,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Centre",
          "product": "gamma",
          "units": 37,
          "unit_price": 4.56,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 11
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 24,
          "unit_price": 23.77,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 14
        },
        {
          "region": "Ouest",
          "product": "delta",
          "units": 21,
          "unit_price": 57.98,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 22,
          "unit_price": 71.4,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        }
      ],
      "expected": 4602.0
    },
    {
      "input": [
        {
          "region": "Est",
          "product": "gamma",
          "units": 15,
          "unit_price": 48.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 3
        },
        {
          "region": "Nord",
          "product": "gamma",
          "units": 11,
          "unit_price": 76.92,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 14
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 24,
          "unit_price": 23.77,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 14
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 21,
          "unit_price": 68.09,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Ouest",
          "product": "gamma",
          "units": 40,
          "unit_price": 52.44,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 10
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 6,
          "unit_price": 36.45,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 13,
          "unit_price": 77.97,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 2,
          "unit_price": 29.42,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 10
        },
        {
          "region": "Nord",
          "product": "delta",
          "units": 1,
          "unit_price": 22.17,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Sud",
          "product": "beta",
          "units": 38,
          "unit_price": 40.72,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 1
        },
        {
          "region": "Sud",
          "product": "gamma",
          "units": 39,
          "unit_price": 12.46,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Ouest",
          "product": "delta",
          "units": 21,
          "unit_price": 57.98,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Sud",
          "product": "alpha",
          "units": 38,
          "unit_price": 28.77,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Est",
          "product": "epsilon",
          "units": 12,
          "unit_price": 51.53,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 10
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 17,
          "unit_price": 37.46,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 13,
          "unit_price": 69.93,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 11
        }
      ],
      "expected": 12228.0
    },
    {
      "input": [
        {
          "region": "Sud",
          "product": "gamma",
          "units": 39,
          "unit_price": 12.46,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Ouest",
          "product": "delta",
          "units": 21,
          "unit_price": 57.98,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Ouest",
          "product": "gamma",
          "units": 40,
          "unit_price": 52.44,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 10
        },
        {
          "region": "Nord",
          "product": "gamma",
          "units": 2,
          "unit_price": 34.12,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 22,
          "unit_price": 71.4,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 21,
          "unit_price": 68.09,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 2,
          "unit_price": 29.42,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 10
        },
        {
          "region": "Centre",
          "product": "beta",
          "units": 22,
          "unit_price": 39.11,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Centre",
          "product": "gamma",
          "units": 37,
          "unit_price": 4.56,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 11
        },
        {
          "region": "Nord",
          "product": "delta",
          "units": 1,
          "unit_price": 22.17,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 13,
          "unit_price": 77.97,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 29,
          "unit_price": 16.21,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Nord",
          "product": "gamma",
          "units": 11,
          "unit_price": 76.92,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 14
        },
        {
          "region": "Nord",
          "product": "alpha",
          "units": 13,
          "unit_price": 69.93,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 11
        },
        {
          "region": "Sud",
          "product": "beta",
          "units": 21,
          "unit_price": 40.88,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 10
        },
        {
          "region": "Est",
          "product": "epsilon",
          "units": 12,
          "unit_price": 51.53,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 10
        },
        {
          "region": "Centre",
          "product": "delta",
          "units": 19,
          "unit_price": 56.2,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Sud",
          "product": "beta",
          "units": 38,
          "unit_price": 40.72,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 1
        },
        {
          "region": "Sud",
          "product": "alpha",
          "units": 38,
          "unit_price": 28.77,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 17,
          "unit_price": 37.46,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 24,
          "unit_price": 23.77,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 14
        },
        {
          "region": "Est",
          "product": "gamma",
          "units": 15,
          "unit_price": 48.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 3
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 6,
          "unit_price": 36.45,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        }
      ],
      "expected": 17574.0
    },
    {
      "input": [
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 22,
          "unit_price": 71.4,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Nord",
          "product": "gamma",
          "units": 2,
          "unit_price": 34.12,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Centre",
          "product": "beta",
          "units": 22,
          "unit_price": 39.11,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 4
        },
        {
          "region": "Est",
          "product": "zeta",
          "units": 6,
          "unit_price": 36.45,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Est",
          "product": "gamma",
          "units": 15,
          "unit_price": 48.75,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 3
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 2,
          "unit_price": 29.42,
          "discount_pct": 15,
          "returned": true,
          "shipped_days": 10
        },
        {
          "region": "Ouest",
          "product": "delta",
          "units": 21,
          "unit_price": 57.98,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Centre",
          "product": "zeta",
          "units": 29,
          "unit_price": 16.21,
          "discount_pct": 25,
          "returned": false,
          "shipped_days": 7
        },
        {
          "region": "Sud",
          "product": "epsilon",
          "units": 24,
          "unit_price": 23.77,
          "discount_pct": 10,
          "returned": false,
          "shipped_days": 14
        },
        {
          "region": "Sud",
          "product": "beta",
          "units": 38,
          "unit_price": 40.72,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 1
        },
        {
          "region": "Nord",
          "product": "delta",
          "units": 1,
          "unit_price": 22.17,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 6
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 21,
          "unit_price": 68.09,
          "discount_pct": 5,
          "returned": false,
          "shipped_days": 13
        },
        {
          "region": "Nord",
          "product": "epsilon",
          "units": 13,
          "unit_price": 77.97,
          "discount_pct": 15,
          "returned": false,
          "shipped_days": 5
        },
        {
          "region": "Ouest",
          "product": "alpha",
          "units": 17,
          "unit_price": 37.46,
          "discount_pct": 0,
          "returned": false,
          "shipped_days": 4
        }
      ],
      "expected": 9766.0
    }
  ]
}