add calculation,view,url for PTS histogram

nba_data/serializers.py

@@ -6,3 +6,8 @@ class PlayerDataSerializer(serializers.ModelSerializer):
     class Meta:
         model = PlayerData
         fields = '__all__'
+        
+class HistogramDataSerializer(serializers.Serializer):
+    range = serializers.CharField()
+    count = serializers.IntegerField()
+

nba_data/urls.py

@@ -1,5 +1,5 @@
 from django.urls import path
-from .views import PlayerDataList, PlayerDataByTeamList, PlayerDataBySeasonList, PlayerDataByNameList, TopScorersbySeasonList, ThreeTwoTopPointTrends, TopAssistsBySeasonList, TopReboundsBySeasonList, TopBlocksBySeasonList, TopStealsBySeasonList, TopOffensiveReboundsBySeasonList, TopDefensiveReboundsBySeasonList
+from .views import PlayerDataList, PlayerDataByTeamList, PlayerDataBySeasonList, PlayerDataByNameList, TopScorersbySeasonList, ThreeTwoTopPointTrends, TopAssistsBySeasonList, TopReboundsBySeasonList, TopBlocksBySeasonList, TopStealsBySeasonList, TopOffensiveReboundsBySeasonList, TopDefensiveReboundsBySeasonList, PointsPerGameHistogramBySeasonList
 
 urlpatterns = [
     path('api/playerdata/', PlayerDataList.as_view(), name='playerdata_list'),
@@ -14,4 +14,5 @@ urlpatterns = [
     path('api/top_steals/<int:season>/', TopStealsBySeasonList.as_view(), name='top_steals'),
     path('api/top_rebounds_offensive/<int:season>/', TopOffensiveReboundsBySeasonList.as_view(), name='top_rebounds_ORB'),
     path('api/top_rebounds_defensive/<int:season>/', TopDefensiveReboundsBySeasonList.as_view(), name='top_rebounds_DRB'),
+    path('api/points_per_game_histogram/<int:season>/', PointsPerGameHistogramBySeasonList.as_view(), name='points_per_game_histogram'),
 ]

nba_data/views.py

@@ -3,10 +3,12 @@ from django.http import JsonResponse
 from django.core import serializers
 from .models import PlayerData
 from rest_framework import generics
-from .serializers import PlayerDataSerializer
+from .serializers import PlayerDataSerializer, HistogramDataSerializer
 from rest_framework.views import APIView
 from rest_framework.response import Response
 from django.db.models import Avg
+from collections import Counter
+import math
 
 
 # Create your views here.
@@ -141,3 +143,34 @@ class TopDefensiveReboundsBySeasonList(generics.ListAPIView):
     def get_queryset(self):
         season = self.kwargs['season']
         return PlayerData.objects.filter(season=season).order_by('-DRB')[:20]
+
+# PTS Histogram
+
+
+class PointsPerGameHistogramBySeasonList(generics.ListAPIView):
+    serializer_class = HistogramDataSerializer
+
+    def get_queryset(self):
+        season = self.kwargs['season']
+        queryset = PlayerData.objects.filter(season=season)
+
+        # Get the points per game for each player
+        points_per_game_list = [float(player.PTS) for player in queryset]
+
+        # Define histogram bins (e.g., 0-5, 5-10, 10-15, etc.)
+        bin_ranges = range(0, int(math.ceil(max(points_per_game_list))) + 1, 5)
+        histogram_data = Counter()
+
+        # Fill the histogram with data
+        for ppg in points_per_game_list:
+            bin_index = next(
+                (i for i, r in enumerate(bin_ranges) if r >= ppg), -1)
+            if bin_index >= 1:
+                bin_label = f"{bin_ranges[bin_index - 1]}-{bin_ranges[bin_index]}"
+                histogram_data[bin_label] += 1
+
+        # Convert histogram_data to list of dicts for serialization
+        histogram_list = [{"range": k, "count": v}
+                          for k, v in histogram_data.items()]
+
+        return histogram_list