mirror of
https://github.com/nprasad2077/nbaStats.git
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144 lines
4.7 KiB
Python
144 lines
4.7 KiB
Python
from django.shortcuts import render
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from django.http import JsonResponse
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from django.core import serializers
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from .models import PlayerData
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from rest_framework import generics
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from .serializers import PlayerDataSerializer
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from rest_framework.views import APIView
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from rest_framework.response import Response
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from django.db.models import Avg
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# Create your views here.
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# API view to list all PlayerData instances
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class PlayerDataList(generics.ListCreateAPIView):
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queryset = PlayerData.objects.all().order_by('id')
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serializer_class = PlayerDataSerializer
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# pagination_class = None
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# Fetch player data by team
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class PlayerDataByTeamList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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team = self.kwargs['team']
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return PlayerData.objects.filter(team=team)
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# Fetch player data by season
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class PlayerDataBySeasonList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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season = self.kwargs['season']
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return PlayerData.objects.filter(season=season)
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# Fetch player data by player name
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class PlayerDataByNameList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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name = self.kwargs['name']
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return PlayerData.objects.filter(name__icontains=name)
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# Fetch Top 20 players by PTS DESC for the season specified.
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class TopScorersbySeasonList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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season = self.kwargs['season']
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return PlayerData.objects.filter(season=season).order_by('-PTS')[:20]
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# Fetch and calculate the average 3P made, 3P attemps, 2P made, 2P attempts for all players in each season.
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# Will use APIview here instead of generics.ListAPIView to avoid having to create a serializer to generate the queryset. avg_three_made and avg_two_made are new data points at the time of creation when compared to the per_game model.
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class ThreeTwoTopPointTrends(APIView):
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def get(self, request, format=None):
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seasons = PlayerData.objects.values_list(
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'season', flat=True).distinct().order_by('season')
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data = []
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for season in seasons:
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season_data = PlayerData.objects.filter(season=season)
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avg_three_made = season_data.aggregate(Avg('three_fg'))[
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'three_fg__avg']
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avg_three_attempts = season_data.aggregate(Avg('three_attempts'))[
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'three_attempts__avg']
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avg_two_made = season_data.aggregate(Avg('two_fg'))['two_fg__avg']
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avg_two_attempts = season_data.aggregate(Avg('two_attempts'))[
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'two_attempts__avg']
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data.append({
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'season': season,
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'avg_three_made': avg_three_made,
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'avg_three_attempts': avg_three_attempts,
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'avg_two_made': avg_two_made,
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'avg_two_attempts': avg_two_attempts,
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})
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return Response(data)
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# Fetch Top 20 players by AST DESC for season specified.
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class TopAssistsBySeasonList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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season = self.kwargs['season']
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return PlayerData.objects.filter(season=season).order_by('-AST')[:20]
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# Fetch Top 20 players by TRB DESC for season specified.
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class TopReboundsBySeasonList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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season = self.kwargs['season']
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return PlayerData.objects.filter(season=season).order_by('-TRB')[:20]
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# Fetch Top 20 players by BLK DESC for specified season.
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class TopBlocksBySeasonList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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season = self.kwargs['season']
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return PlayerData.objects.filter(season=season).order_by('-BLK')[:20]
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# Fetch Top 20 players by STL DESC for season specified.
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class TopStealsBySeasonList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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season = self.kwargs['season']
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return PlayerData.objects.filter(season=season).order_by('-STL')[:20]
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# Fetch Top 20 players by ORB DESC for season.
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class TopOffensiveReboundsBySeasonList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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season = self.kwargs['season']
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return PlayerData.objects.filter(season=season).order_by('-ORB')[:20]
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# Fetch Top 20 players by DRB DESC for season.
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class TopDefensiveReboundsBySeasonList(generics.ListAPIView):
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serializer_class = PlayerDataSerializer
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def get_queryset(self):
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season = self.kwargs['season']
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return PlayerData.objects.filter(season=season).order_by('-DRB')[:20]
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