nprasad2077/nbaStats
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scatter plot select views

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nprasad2077 committed 2023-05-02 10:50:09 -05:00
1 parent 47bd481069
commit 6cdd81890a
2 files changed
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nba_data/views.py
+94 -1
View File
@@ -1,5 +1,5 @@
from django.shortcuts import render
from django.http import JsonResponse
from django.http import JsonResponse, Http404
from django.core import serializers
from .models import PlayerData, PlayerTotalsData, PlayerAdvancedData, PlayerPlayoffTotalsData, PlayerPlayoffAdvancedData
from rest_framework import generics
@@ -297,6 +297,50 @@ class TopPtsScatterPlotDataFast2018(APIView):
})
return Response(result)
class TopPtsScatterPlotDataFastSelect(APIView):
def get(self, request, season):
with connection.cursor() as cursor:
cursor.execute("""
WITH player_season_pts AS (
SELECT player_name, season, SUM("PTS") as season_pts
FROM nba_data_playertotalsdata
WHERE player_name IN (SELECT player_name FROM (
SELECT player_name, SUM("PTS") as total_pts
FROM nba_data_playertotalsdata
WHERE season >= %s
GROUP BY player_name
ORDER BY total_pts DESC
LIMIT 25) as top_25_players)
AND season >= %s
GROUP BY player_name, season
),
player_season_ws AS (
SELECT player_name, season, SUM("ws") as season_ws
FROM nba_data_playeradvanceddata
WHERE season >= %s
GROUP BY player_name, season
)
SELECT player_season_pts.player_name, player_season_pts.season, player_season_pts.season_pts, player_season_ws.season_ws
FROM player_season_pts
JOIN player_season_ws
ON player_season_pts.player_name = player_season_ws.player_name AND player_season_pts.season = player_season_ws.season
ORDER BY player_season_pts.player_name, player_season_pts.season;
""", (season, season, season))
rows = cursor.fetchall()
result = []
for row in rows:
player_name, season, season_pts, season_ws = row
result.append({
'player_name': player_name,
'season': season,
'season_pts': season_pts,
'season_ws': season_ws
})
return Response(result)
# Top 20 players in playoffs by PTS X ws for scatter plot in chart.js
@@ -430,6 +474,55 @@ class Top20ScorersPost2018WS(APIView):
})
return Response(result)
class Top25ScorersPostSeasonPlayoffs(APIView):
def get(self, request, season):
try:
season = int(season)
except ValueError:
raise Http404("Invalid season format.")
with connection.cursor() as cursor:
cursor.execute("""
WITH player_playoff_pts AS (
SELECT player_name, season, SUM("PTS") as season_pts
FROM nba_data_playerplayofftotalsdata
WHERE player_name IN (SELECT player_name FROM (
SELECT player_name, SUM("PTS") as total_pts
FROM nba_data_playerplayofftotalsdata
WHERE season >= %s
GROUP BY player_name
ORDER BY total_pts DESC
LIMIT 25) as top_25_players)
AND season >= %s
GROUP BY player_name, season
),
player_playoff_ws AS (
SELECT player_name, season, SUM("ws") as season_ws
FROM nba_data_playerplayoffadvanceddata
WHERE season >= %s
GROUP BY player_name, season
)
SELECT player_playoff_pts.player_name, player_playoff_pts.season, player_playoff_pts.season_pts, player_playoff_ws.season_ws
FROM player_playoff_pts
JOIN player_playoff_ws
ON player_playoff_pts.player_name = player_playoff_ws.player_name AND player_playoff_pts.season = player_playoff_ws.season
ORDER BY player_playoff_pts.player_name, player_playoff_pts.season;
""", (season, season, season))
rows = cursor.fetchall()
result = []
for row in rows:
player_name, season, season_pts, season_ws = row
result.append({
'player_name': player_name,
'season': season,
'season_pts': season_pts,
'season_ws': season_ws
})
return Response(result)
class TopScorersbySeasonListPlayoffs(generics.ListAPIView):