generated from bisco/codex-bootstrap
bisco
157 lines
5.9 KiB
Python
157 lines
5.9 KiB
Python
from django.core.management.base import BaseCommand
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from scouting.models import League, Player, PlayerGameLog, PlayerSeasonStat, Season, Team
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class Command(BaseCommand):
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help = "Seed synthetic European scouting data for local development."
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def handle(self, *args, **options):
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season, _ = Season.objects.update_or_create(label="2025-26", defaults={"is_active": True})
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leagues = {
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"LBA": League.objects.update_or_create(
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code="LBA",
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defaults={"name": "Lega Basket Serie A", "region": "Europe", "country": "Italy"},
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)[0],
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"ACB": League.objects.update_or_create(
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code="ACB",
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defaults={"name": "Liga Endesa", "region": "Europe", "country": "Spain"},
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)[0],
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"ABA": League.objects.update_or_create(
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code="ABA",
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defaults={"name": "ABA League", "region": "Europe", "country": "Adriatic"},
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)[0],
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"BBL": League.objects.update_or_create(
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code="BBL",
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defaults={"name": "Basketball Bundesliga", "region": "Europe", "country": "Germany"},
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)[0],
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"BSL": League.objects.update_or_create(
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code="BSL",
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defaults={"name": "Basketbol Super Ligi", "region": "Europe", "country": "Turkey"},
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)[0],
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"LNB": League.objects.update_or_create(
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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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}
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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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for row in demo_rows:
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league = leagues[row["league"]]
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team, _ = Team.objects.update_or_create(
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name=row["team"],
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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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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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"current_team": team,
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"external_source": "synthetic",
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},
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)
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PlayerSeasonStat.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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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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},
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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="2026-01-10",
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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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},
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)
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self.stdout.write(self.style.SUCCESS("Seeded synthetic HoopScout demo data."))
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