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hoopscout-v2/app/scouting/views.py

273 lines
11 KiB
Python

from __future__ import annotations
from decimal import Decimal
from django.core.paginator import Paginator
from django.db.models import Exists, OuterRef, Prefetch
from django.shortcuts import get_object_or_404, render
from .forms import PlayerSearchForm
from .models import Player, PlayerSeason
PAGE_SIZE = 20
PLAYER_SORTS = {
"name_asc",
"name_desc",
"age_youngest",
"height_desc",
"weight_desc",
}
CONTEXT_SORTS = {
"points_desc": "points",
"assists_desc": "assists",
"ts_pct_desc": "ts_pct",
"blocks_desc": "blocks",
}
def sort_players(players, sort_key: str, context_filters_used: bool):
if sort_key not in PLAYER_SORTS | set(CONTEXT_SORTS):
sort_key = "name_asc"
if sort_key == "name_asc":
players.sort(key=lambda player: player.full_name.casefold())
return sort_key
if sort_key == "name_desc":
players.sort(key=lambda player: player.full_name.casefold(), reverse=True)
return sort_key
if sort_key == "age_youngest":
players.sort(
key=lambda player: (
player.birth_date is None,
-(player.birth_date.toordinal()) if player.birth_date else 0,
player.full_name.casefold(),
)
)
return sort_key
if sort_key == "height_desc":
players.sort(
key=lambda player: (
player.height_cm is None,
-(player.height_cm or Decimal("0")),
player.full_name.casefold(),
)
)
return sort_key
if sort_key == "weight_desc":
players.sort(
key=lambda player: (
player.weight_kg is None,
-(player.weight_kg or Decimal("0")),
player.full_name.casefold(),
)
)
return sort_key
if not context_filters_used:
players.sort(key=lambda player: player.full_name.casefold())
return "name_asc"
stat_name = CONTEXT_SORTS[sort_key]
players.sort(
key=lambda player: (
getattr(getattr(getattr(player, "matching_context", None), "stats", None), stat_name, None) is None,
-(
getattr(getattr(getattr(player, "matching_context", None), "stats", None), stat_name)
or Decimal("0")
),
player.full_name.casefold(),
)
)
return sort_key
def player_list(request):
form = PlayerSearchForm(request.GET or None)
queryset = (
Player.objects.all()
.prefetch_related("roles", "specialties")
.order_by("full_name")
)
context_filters_used = False
requested_sort = request.GET.get("sort") or "name_asc"
if form.is_valid():
data = form.cleaned_data
requested_sort = data["sort"] or "name_asc"
if data["name"]:
queryset = queryset.filter(full_name__icontains=data["name"])
if data["position"]:
queryset = queryset.filter(position=data["position"])
if data["role"]:
queryset = queryset.filter(roles=data["role"])
if data["specialty"]:
queryset = queryset.filter(specialties=data["specialty"])
if data["min_height_cm"] is not None:
queryset = queryset.filter(height_cm__gte=data["min_height_cm"])
if data["max_height_cm"] is not None:
queryset = queryset.filter(height_cm__lte=data["max_height_cm"])
if data["min_weight_kg"] is not None:
queryset = queryset.filter(weight_kg__gte=data["min_weight_kg"])
if data["max_weight_kg"] is not None:
queryset = queryset.filter(weight_kg__lte=data["max_weight_kg"])
if data["min_age"] is not None:
cutoff = form.birth_date_upper_bound_for_age(data["min_age"])
queryset = queryset.filter(birth_date__lte=cutoff)
if data["max_age"] is not None:
cutoff = form.birth_date_lower_bound_for_age(data["max_age"])
queryset = queryset.filter(birth_date__gte=cutoff)
context_filters_used = any(
data[field] is not None and data[field] != ""
for field in [
"competition",
"season",
"team",
"min_points",
"min_assists",
"min_steals",
"max_turnovers",
"min_blocks",
"min_efg_pct",
"min_ts_pct",
"min_plus_minus",
"min_offensive_rating",
"max_defensive_rating",
]
)
if context_filters_used:
context_qs = PlayerSeason.objects.filter(player=OuterRef("pk"))
matching_contexts = PlayerSeason.objects.all()
if data["competition"]:
context_qs = context_qs.filter(competition=data["competition"])
matching_contexts = matching_contexts.filter(competition=data["competition"])
if data["season"]:
context_qs = context_qs.filter(season=data["season"])
matching_contexts = matching_contexts.filter(season=data["season"])
if data["team"]:
context_qs = context_qs.filter(team=data["team"])
matching_contexts = matching_contexts.filter(team=data["team"])
stats_filters_used = any(
data[field] is not None
for field in [
"min_points",
"min_assists",
"min_steals",
"max_turnovers",
"min_blocks",
"min_efg_pct",
"min_ts_pct",
"min_plus_minus",
"min_offensive_rating",
"max_defensive_rating",
]
)
if stats_filters_used:
context_qs = context_qs.filter(stats__isnull=False)
matching_contexts = matching_contexts.filter(stats__isnull=False)
if data["min_points"] is not None:
context_qs = context_qs.filter(stats__points__gte=data["min_points"])
matching_contexts = matching_contexts.filter(stats__points__gte=data["min_points"])
if data["min_assists"] is not None:
context_qs = context_qs.filter(stats__assists__gte=data["min_assists"])
matching_contexts = matching_contexts.filter(stats__assists__gte=data["min_assists"])
if data["min_steals"] is not None:
context_qs = context_qs.filter(stats__steals__gte=data["min_steals"])
matching_contexts = matching_contexts.filter(stats__steals__gte=data["min_steals"])
if data["max_turnovers"] is not None:
context_qs = context_qs.filter(stats__turnovers__lte=data["max_turnovers"])
matching_contexts = matching_contexts.filter(stats__turnovers__lte=data["max_turnovers"])
if data["min_blocks"] is not None:
context_qs = context_qs.filter(stats__blocks__gte=data["min_blocks"])
matching_contexts = matching_contexts.filter(stats__blocks__gte=data["min_blocks"])
if data["min_efg_pct"] is not None:
context_qs = context_qs.filter(stats__efg_pct__gte=data["min_efg_pct"])
matching_contexts = matching_contexts.filter(stats__efg_pct__gte=data["min_efg_pct"])
if data["min_ts_pct"] is not None:
context_qs = context_qs.filter(stats__ts_pct__gte=data["min_ts_pct"])
matching_contexts = matching_contexts.filter(stats__ts_pct__gte=data["min_ts_pct"])
if data["min_plus_minus"] is not None:
context_qs = context_qs.filter(stats__plus_minus__gte=data["min_plus_minus"])
matching_contexts = matching_contexts.filter(stats__plus_minus__gte=data["min_plus_minus"])
if data["min_offensive_rating"] is not None:
context_qs = context_qs.filter(stats__offensive_rating__gte=data["min_offensive_rating"])
matching_contexts = matching_contexts.filter(
stats__offensive_rating__gte=data["min_offensive_rating"]
)
if data["max_defensive_rating"] is not None:
context_qs = context_qs.filter(stats__defensive_rating__lte=data["max_defensive_rating"])
matching_contexts = matching_contexts.filter(
stats__defensive_rating__lte=data["max_defensive_rating"]
)
queryset = queryset.annotate(has_matching_context=Exists(context_qs)).filter(has_matching_context=True)
# Reuse the same filtered PlayerSeason scope and take the first ordered row
# so the displayed context is deterministic and tied to the actual match.
matching_contexts = (
matching_contexts.select_related("season", "team", "competition", "stats")
.order_by("-season__start_year", "team__name", "competition__name", "pk")
)
queryset = queryset.prefetch_related(
Prefetch(
"player_seasons",
queryset=matching_contexts,
to_attr="matching_contexts",
)
)
queryset = queryset.distinct()
players = list(queryset)
if context_filters_used:
for player in players:
player.matching_context = next(iter(player.matching_contexts), None)
active_sort = sort_players(players, requested_sort, context_filters_used)
paginator = Paginator(players, PAGE_SIZE)
page_obj = paginator.get_page(request.GET.get("page"))
query_without_page = request.GET.copy()
query_without_page.pop("page", None)
return render(
request,
"scouting/player_list.html",
{
"form": form,
"players": page_obj.object_list,
"page_obj": page_obj,
"active_sort": active_sort,
"total_results": paginator.count,
"query_without_page": query_without_page.urlencode(),
"context_sorting_enabled": context_filters_used,
},
)
def player_detail(request, player_id: int):
player = get_object_or_404(
Player.objects.prefetch_related("roles", "specialties"),
pk=player_id,
)
contexts = (
PlayerSeason.objects.filter(player=player)
.select_related("season", "team", "competition", "stats")
.order_by("-season__start_year", "team__name", "competition__name")
)
return render(
request,
"scouting/player_detail.html",
{
"player": player,
"contexts": contexts,
},
)