generated from bisco/codex-bootstrap
feat: improve scouting dashboard and demo data
This commit is contained in:
bisco
@@ -33,82 +33,164 @@ class Command(BaseCommand):
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code="LNB",
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defaults={"name": "LNB Elite", "region": "Europe", "country": "France"},
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)[0],
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"ISBL": League.objects.update_or_create(
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code="ISBL",
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defaults={"name": "Israeli Basketball Premier League", "region": "Europe", "country": "Israel"},
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)[0],
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"NBL": League.objects.update_or_create(
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code="NBL",
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defaults={"name": "National Basketball League", "region": "Oceania", "country": "Australia"},
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)[0],
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"NZNBL": League.objects.update_or_create(
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code="NZNBL",
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defaults={"name": "New Zealand NBL", "region": "Oceania", "country": "New Zealand"},
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)[0],
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}
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demo_rows = [
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{
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"first_name": "Luca",
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"last_name": "Marini",
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"position": "PG",
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"role": "Primary ball handler",
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"birth_year": 2001,
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"height_cm": 190,
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"weight_kg": 86,
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"nationality": "Italy",
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"team": "Milano",
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"league": "LBA",
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"points": 16.8,
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"assists": 6.2,
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"rebounds": 3.8,
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"efficiency": 20.5,
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"ts": 59.2,
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"usage": 25.0,
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},
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{
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"first_name": "Mateo",
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"last_name": "Santos",
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"position": "SF",
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"role": "3 and D wing",
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"birth_year": 1999,
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"height_cm": 201,
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"weight_kg": 96,
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"nationality": "Spain",
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"team": "Madrid",
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"league": "ACB",
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"points": 11.2,
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"assists": 2.1,
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"rebounds": 5.5,
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"efficiency": 13.7,
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"ts": 55.8,
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"usage": 17.5,
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},
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{
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"first_name": "Jonas",
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"last_name": "Keller",
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"position": "C",
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"role": "Roll man",
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"birth_year": 2000,
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"height_cm": 211,
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"weight_kg": 109,
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"nationality": "Germany",
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"team": "Berlin",
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"league": "BBL",
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"points": 13.1,
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"assists": 1.4,
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"rebounds": 8.6,
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"efficiency": 18.9,
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"ts": 63.1,
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"usage": 19.0,
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},
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(
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"Luca", "Marini", "PG", "Primary ball handler", 2001, 190, 86, "Italy",
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"Milano", "LBA", 16.8, 6.2, 3.8, 20.5, 59.2, 25.0,
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),
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(
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"Davide", "Rossi", "SG", "Movement shooter", 2002, 195, 88, "Italy",
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"Bologna", "LBA", 14.6, 2.4, 3.1, 15.8, 61.0, 21.4,
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),
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(
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"Nikola", "Petrovic", "PF", "Stretch four", 1998, 206, 103, "Serbia",
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"Trieste", "LBA", 12.9, 2.7, 6.8, 17.2, 58.4, 18.8,
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),
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(
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"Mateo", "Santos", "SF", "3 and D wing", 1999, 201, 96, "Spain",
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"Madrid", "ACB", 11.2, 2.1, 5.5, 13.7, 55.8, 17.5,
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),
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(
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"Iker", "Varela", "PG", "Tempo guard", 2000, 188, 82, "Spain",
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"Valencia", "ACB", 13.8, 5.9, 2.9, 18.1, 57.3, 23.7,
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),
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(
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"Moussa", "Diagne", "C", "Rim protector", 1997, 213, 111, "Senegal",
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"Malaga", "ACB", 9.7, 1.1, 8.9, 16.4, 64.8, 15.2,
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),
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(
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"Marko", "Ilic", "PG", "Pick and roll creator", 2001, 192, 87, "Serbia",
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"Belgrade", "ABA", 15.1, 6.8, 3.3, 19.6, 56.6, 26.1,
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),
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(
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"Luka", "Horvat", "SF", "Slashing wing", 1999, 202, 94, "Croatia",
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"Zadar", "ABA", 13.4, 2.8, 5.9, 16.0, 55.1, 20.5,
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),
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(
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"Amar", "Kovac", "C", "Low-post finisher", 1998, 210, 114, "Bosnia",
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"Ljubljana", "ABA", 11.8, 1.6, 7.7, 15.5, 60.9, 18.0,
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),
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(
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"Jonas", "Keller", "C", "Roll man", 2000, 211, 109, "Germany",
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"Berlin", "BBL", 13.1, 1.4, 8.6, 18.9, 63.1, 19.0,
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),
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(
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"Tobias", "Weber", "SG", "Secondary creator", 2002, 196, 91, "Germany",
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"Munich", "BBL", 15.9, 3.7, 4.2, 17.8, 58.0, 22.9,
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),
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(
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"Leon", "Schmidt", "PF", "Short-roll passer", 1999, 205, 101, "Germany",
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"Ulm", "BBL", 10.6, 3.2, 6.4, 14.9, 56.7, 16.8,
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),
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(
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"Emir", "Yilmaz", "PG", "Pressure guard", 2001, 189, 84, "Turkey",
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"Istanbul", "BSL", 17.4, 5.5, 3.0, 20.1, 57.8, 27.2,
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),
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(
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"Can", "Demir", "SF", "Transition wing", 2000, 200, 95, "Turkey",
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"Ankara", "BSL", 12.7, 2.5, 5.1, 14.4, 54.6, 19.4,
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),
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(
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"Kerem", "Arslan", "C", "Paint anchor", 1998, 212, 116, "Turkey",
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"Izmir", "BSL", 10.2, 1.2, 9.3, 17.0, 62.3, 14.8,
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),
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(
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"Noam", "Levi", "SG", "Pull-up shooter", 2002, 194, 88, "Israel",
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"Tel Aviv", "ISBL", 16.1, 3.0, 3.5, 16.9, 59.5, 24.1,
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),
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(
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"Amit", "Cohen", "PG", "Drive and kick guard", 2001, 187, 81, "Israel",
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"Jerusalem", "ISBL", 14.2, 6.4, 2.7, 18.7, 56.9, 25.5,
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),
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(
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"Eitan", "Mizrahi", "PF", "Switch defender", 1999, 204, 100, "Israel",
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"Holon", "ISBL", 9.8, 2.0, 7.1, 13.9, 54.2, 15.7,
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),
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(
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"Theo", "Moreau", "PG", "Change-of-pace guard", 2003, 186, 80, "France",
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"Paris", "LNB", 12.5, 5.8, 2.5, 16.8, 55.5, 22.2,
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),
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(
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"Bastien", "Girard", "SF", "Connector wing", 2000, 199, 92, "France",
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"Monaco", "LNB", 10.9, 3.6, 4.8, 14.6, 57.1, 16.3,
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),
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(
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"Yanis", "Traore", "C", "Vertical spacer", 2001, 214, 112, "France",
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"Lyon", "LNB", 11.4, 1.0, 8.1, 16.7, 65.0, 15.0,
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),
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(
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"Jayden", "Mills", "SG", "Off-screen scorer", 2000, 197, 92, "Australia",
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"Sydney", "NBL", 18.2, 2.9, 4.0, 19.4, 60.1, 26.4,
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),
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(
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"Cooper", "Reed", "PF", "Face-up forward", 1999, 206, 102, "Australia",
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"Melbourne", "NBL", 13.6, 2.4, 7.3, 17.5, 58.6, 20.0,
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),
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(
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"Hemi", "Walker", "PG", "Paint touch guard", 2002, 191, 85, "New Zealand",
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"Auckland", "NZNBL", 15.7, 7.1, 3.9, 21.2, 57.5, 27.0,
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),
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(
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"Tane", "Rangi", "SF", "Defensive playmaker", 2001, 203, 98, "New Zealand",
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"Wellington", "NZNBL", 11.6, 3.4, 6.5, 15.9, 55.4, 18.7,
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),
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(
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"Finn", "McKenzie", "C", "Glass cleaner", 1998, 211, 113, "New Zealand",
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"Canterbury", "NZNBL", 9.4, 1.3, 10.2, 16.1, 61.8, 13.9,
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),
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]
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for row in demo_rows:
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league = leagues[row["league"]]
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(
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first_name,
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last_name,
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position,
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role,
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birth_year,
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height_cm,
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weight_kg,
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nationality,
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team_name,
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league_code,
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points,
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assists,
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rebounds,
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efficiency,
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true_shooting,
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usage,
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) = row
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games_played = 28
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minutes = round(18 + usage * 0.42, 2)
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league = leagues[league_code]
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team, _ = Team.objects.update_or_create(
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name=row["team"],
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name=team_name,
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league=league,
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defaults={"country": league.country},
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)
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player, _ = Player.objects.update_or_create(
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first_name=row["first_name"],
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last_name=row["last_name"],
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birth_year=row["birth_year"],
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nationality=row["nationality"],
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first_name=first_name,
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last_name=last_name,
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birth_year=birth_year,
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nationality=nationality,
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defaults={
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"position": row["position"],
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"role": row["role"],
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"height_cm": row["height_cm"],
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"weight_kg": row["weight_kg"],
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"position": position,
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"role": role,
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"height_cm": height_cm,
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"weight_kg": weight_kg,
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"current_team": team,
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"external_source": "synthetic",
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},
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@@ -119,23 +201,23 @@ class Command(BaseCommand):
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league=league,
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season=season,
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defaults={
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"games_played": 28,
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"minutes_per_game": 27.5,
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"points_per_game": row["points"],
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"assists_per_game": row["assists"],
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"rebounds_per_game": row["rebounds"],
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"steals_per_game": 1.0,
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"blocks_per_game": 0.4,
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"turnovers_per_game": 1.8,
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"field_goal_percentage": 48.0,
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"three_point_percentage": 37.5,
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"free_throw_percentage": 81.0,
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"efficiency_rating": row["efficiency"],
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"true_shooting_percentage": row["ts"],
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"usage_percentage": row["usage"],
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"total_points": int(row["points"] * 28),
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"total_assists": int(row["assists"] * 28),
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"total_rebounds": int(row["rebounds"] * 28),
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"games_played": games_played,
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"minutes_per_game": minutes,
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"points_per_game": points,
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"assists_per_game": assists,
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"rebounds_per_game": rebounds,
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"steals_per_game": 0.7 + (assists / 10),
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"blocks_per_game": 0.2 + (rebounds / 18),
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"turnovers_per_game": 1.0 + (usage / 20),
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"field_goal_percentage": 42.5 + (true_shooting / 5),
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"three_point_percentage": 28.0 + (points / 2.3),
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"free_throw_percentage": 70.0 + (usage / 2),
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"efficiency_rating": efficiency,
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"true_shooting_percentage": true_shooting,
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"usage_percentage": usage,
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"total_points": int(points * games_played),
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"total_assists": int(assists * games_played),
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"total_rebounds": int(rebounds * games_played),
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},
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)
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PlayerGameLog.objects.update_or_create(
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@@ -146,10 +228,24 @@ class Command(BaseCommand):
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game_date="2026-01-10",
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opponent="Top domestic opponent",
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defaults={
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"points": int(row["points"] + 10),
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"assists": int(row["assists"] + 3),
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"rebounds": int(row["rebounds"] + 2),
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"efficiency_rating": row["efficiency"] + 10,
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"points": int(points + 10),
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"assists": int(assists + 3),
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"rebounds": int(rebounds + 2),
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"efficiency_rating": efficiency + 10,
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},
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)
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PlayerGameLog.objects.update_or_create(
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player=player,
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team=team,
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league=league,
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season=season,
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game_date="2026-01-17",
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opponent="Physical road opponent",
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defaults={
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"points": max(0, int(points - 7)),
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"assists": max(0, int(assists - 2)),
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"rebounds": max(0, int(rebounds - 3)),
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"efficiency_rating": max(0, efficiency - 9),
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},
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)
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@@ -0,0 +1,33 @@
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import pytest
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from django.core.management import call_command
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from scouting.models import League, Player, PlayerSeasonStat
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@pytest.mark.django_db
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def test_seed_demo_data_creates_a_useful_scouting_board():
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call_command("seed_demo_data")
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assert Player.objects.count() >= 24
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assert PlayerSeasonStat.objects.count() >= 24
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assert set(League.objects.values_list("code", flat=True)) >= {
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"LBA",
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"ACB",
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"ABA",
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"BBL",
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"BSL",
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"LNB",
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"ISBL",
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"NBL",
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"NZNBL",
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}
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@pytest.mark.django_db
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def test_seed_demo_data_is_idempotent():
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call_command("seed_demo_data")
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first_count = Player.objects.count()
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call_command("seed_demo_data")
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assert Player.objects.count() == first_count
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