mirror of
https://github.com/nprasad2077/nbaStats.git
synced 2026-11-04 17:19:54 +00:00
107 lines
2.8 KiB
Python
107 lines
2.8 KiB
Python
import os
|
|
import sys
|
|
import django
|
|
import requests
|
|
from bs4 import BeautifulSoup
|
|
import csv
|
|
import json
|
|
import time
|
|
|
|
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
|
|
|
|
|
|
os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'nba_stats.settings')
|
|
django.setup()
|
|
|
|
from nba_data.models import PlayerTotalsData
|
|
|
|
|
|
season = input('What season? ')
|
|
team = input('What team?')
|
|
|
|
url_make = 'https://www.basketball-reference.com/teams/' + team + '/' + season + '.html'
|
|
response = requests.get(url_make)
|
|
|
|
soup = BeautifulSoup(response.text, "html.parser")
|
|
|
|
table = soup.find("table", {"id": "totals"})
|
|
|
|
if table is None:
|
|
print(f"Table not found for team {team} and season {season}.")
|
|
# sys.exit(1)
|
|
# continue
|
|
|
|
header_row = table.find("thead").find("tr")
|
|
rows = table.find("tbody").find_all("tr")
|
|
|
|
|
|
# Extract coloumn headers
|
|
headers = [col.text.strip() for col in header_row.find_all("th")][1:]
|
|
headers.extend(['team', 'season']) # Add 'team' and 'season' fields to headers
|
|
|
|
# Extract rows as dictionaries
|
|
data = []
|
|
for row in rows:
|
|
cols = row.find_all("td")
|
|
cols = [col.text.strip() for col in cols]
|
|
row_dict = {header: (None if col == "" else col) for header, col in zip(headers, cols)}
|
|
row_dict['team'] = team
|
|
row_dict['season'] = season
|
|
data.append(row_dict)
|
|
|
|
|
|
# locate current directory
|
|
script_dir = os.path.dirname(os.path.abspath(__file__))
|
|
|
|
# save as CSV file
|
|
csv_output_path = os.path.join(script_dir, '..', 'data', f'{team}_{season}_totals_output.csv')
|
|
with open(csv_output_path, "w", newline="") as csvfile:
|
|
writer = csv.DictWriter(csvfile, fieldnames=headers)
|
|
writer.writeheader()
|
|
for row in data:
|
|
writer.writerow(row)
|
|
|
|
# Save as JSON
|
|
json_output_path = os.path.join(script_dir, '..', 'data', f'{team}_{season}_totals_output.json')
|
|
with open(json_output_path, 'w') as jsonfile:
|
|
json.dump(data, jsonfile)
|
|
|
|
# save data to database
|
|
for row in data:
|
|
player_data = PlayerTotalsData(
|
|
player_name = row['Player'],
|
|
age = row['Age'],
|
|
games = row['G'],
|
|
games_started = row['GS'],
|
|
minutes_played = row['MP'],
|
|
field_goals = row['FG'],
|
|
field_attempts = row['FGA'],
|
|
field_percent = row['FG%'],
|
|
three_fg = row['3P'],
|
|
three_attempts = row['3PA'],
|
|
three_percent = row['3P%'],
|
|
two_fg = row['2P'],
|
|
two_attempts = row['2PA'],
|
|
two_percent = row['2P%'],
|
|
effect_fg_percent = row['eFG%'],
|
|
ft = row['FT'],
|
|
fta = row['FTA'],
|
|
ft_percent = row['FT%'],
|
|
ORB= row['ORB'],
|
|
DRB = row['DRB'],
|
|
TRB = row['TRB'],
|
|
AST = row['AST'],
|
|
STL = row['STL'],
|
|
BLK = row['BLK'],
|
|
TOV = row['TOV'],
|
|
PF = row['PF'],
|
|
PTS = row['PTS'],
|
|
team = row['team'],
|
|
season = row['season'],
|
|
)
|
|
player_data.save()
|
|
|
|
print('success')
|
|
|
|
|
|
|