/
rosters.py
1452 lines (1317 loc) · 73.9 KB
/
rosters.py
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import os
import re
import csv
import subprocess
import json
import argparse
import requests
from requests_html import HTMLSession
import tldextract
from selenium import webdriver
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.common.by import By
from bs4 import BeautifulSoup
#driver = webdriver.Firefox()
HEADERS = {'No.': 'jersey', 'Name': 'name', 'NAME': 'name', 'Cl.': 'academic_year', 'Pos.': 'position', 'Ht.': 'height', 'Hometown/High School': 'town', 'Hometown/Last School': 'town', 'Num': 'jersey', 'Yr': 'academic_year', 'Ht': 'height', 'Hometown': 'town', 'High School/Previous School': 'high_school', 'Pos': 'position', 'Hometown/Previous School': 'town', 'Exp.': 'academic_year', 'Number': 'jersey', 'Position': 'position', 'HT.': 'height', 'YEAR': 'academic_year', 'HOMETOWN': 'town', 'LAST SCHOOL': 'high_school', 'Yr.': 'academic_year', 'Hometown/High School/Last School': 'town', 'Class': 'academic_year', 'High school': 'high_school', 'Previous College': 'previous_school', 'Cl.-Exp.': 'academic_year', '#': 'jersey', 'High School': 'high_school', 'Hometown / Previous School': 'town', 'No': "jersey", 'Hometown/High School/Previous School': 'town', 'Hometown / High School / Last College': 'town', 'Year': 'academic_year', 'Height': 'height', 'Previous School': 'high_school', 'Cl': 'academic_year', 'Prev. Coll.': 'previous_school', 'Hgt.': 'height', 'Hometown/ High School': 'town', 'Hometown/High School (Last School)': 'town', 'Hometown/High School (Former School)': 'town', 'Hometown / High School': 'town', 'YR': 'academic_year', 'POS': 'position', 'HT': 'height', 'Player': 'name', 'Hometown/High School/Previous College': 'town', 'Last School/Hometown': 'town', 'NO.': 'jersey', 'NAME': 'name', 'YR.': 'academic_year', 'POS.': 'position', 'HIGH SCHOOL': 'high_school', 'NO': 'jersey', 'HOMETOWN/HIGH SCHOOL': 'town', 'Academic Yr.': 'academic_year', 'Full Name': 'name', 'POSITION': 'position', 'Hometown / Previous School / High School': 'town', 'High School / Previous School': 'high_school', 'Hometown/High School (Previous School)': 'town', 'Hometown/Previous School/Club Team': 'town'}
SEASONS = ['2023-24', '2022-23', '2021-22', '2020-21', '2019-20', '2018-19', '2017-18', '2016-17', '2015-16', '2014-15', '2013-14',
'2012-13', '2011-12', '2010-11', '2009-10', '2008-09', '2007-08', '2006-07', '2005-06', '2004-05', '2003-04',
'2002-03', '2001-02', '2000-01', '1999-00', '1998-99', '1997-98', '1996-97', '1995-96', '1994-95', '1993-94', '1992-93', '1991-92', '1990-91']
class LazyDecoder(json.JSONDecoder):
def decode(self, s, **kwargs):
regex_replacements = [
(re.compile(r'([^\\])\\([^\\])'), r'\1\\\\\2'),
(re.compile(r',(\s*])'), r'\1'),
]
for regex, replacement in regex_replacements:
s = regex.sub(replacement, s)
return super().decode(s, **kwargs)
def fetch_url(url):
r = requests.get(url)
return r
def fetch_roster(base_url, season):
url = base_url + "/roster/" + season
r = fetch_url(url)
# if r.history:
# return None
return BeautifulSoup(r.text, features="html.parser")
def fetch_wbkb_roster(base_url, season):
url = base_url.replace('index',season+'/roster?view=list')
headers = {
"user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/95.0.4638.69 Safari/537.36"
}
r = requests.get(url, headers=headers)
if r.status_code == 404:
html = None
else:
html = BeautifulSoup(r.text, features="html.parser")
return html
def fetch_baskbl_roster(base_url, season):
if 'index' in base_url:
url = base_url.replace('index','roster/?season='+season)
elif base_url.endswith('w-baskbl'):
url = base_url+"/"+season+"/roster"
else:
url = base_url + 'roster/?season='+season
headers = {
"user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/95.0.4638.69 Safari/537.36"
}
r = requests.get(url, headers=headers)
if r.status_code == 404:
url = base_url.replace('index', "/"+season+"/roster")
r = requests.get(url, headers=headers)
return BeautifulSoup(r.text, features="html.parser")
def parse_roster_baskbl(team, html, season):
roster = []
er = tldextract.extract(team['url'])
cols = [x.text.strip() for x in html.find('thead').find_all('th') if x.text.strip() if x.text.strip() != '']
if team['ncaa_id'] == 255:
cols = [x.text.strip() for x in html.find('thead').find_all('th') if x.text.strip() != 'Social']
new_cols = [HEADERS[c] for c in cols]
raw_players = [x for x in html.find('tbody').find_all('tr')]
for raw_player in raw_players:
[x.span.decompose() for x in raw_player.find_all('td') if x.find('span')]
raw_player_list = [x.text.strip() for x in raw_player.find_all('td')]
raw_player_list[4] = " ".join([x for x in raw_player_list[4].split()])
if len(raw_player_list) < len(new_cols):
name = " ".join([x.strip() for x in raw_player.find('a').text.replace(" ","").strip().split()])
raw_player_list.insert(1, name)
player_dict = dict(zip(new_cols, raw_player_list))
if 'high_school' not in player_dict:
player_dict['town'], player_dict['high_school'] = [x.strip() for x in player_dict['town'].split('/', maxsplit=1)]
if 'previous_school' not in player_dict:
player_dict['previous_school'] = None
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': None,
'name': player_dict['name'],
'year': player_dict['academic_year'],
'hometown': player_dict['town'],
'high_school': player_dict['high_school'],
'previous_school': player_dict['previous_school'],
'height': player_dict['height'],
'position': player_dict['position'],
'jersey': player_dict['jersey'],
'url': "https://www."+er.domain+"."+er.suffix+raw_player.find('a')['href'],
'season': season
})
return roster
def parse_roster_wbkb(team, html, season):
roster = []
er = tldextract.extract(team['url'])
if team['ncaa_id'] == 30164:
headers = html.find_all('table')[1].find_all('tr')[0]
elif team['ncaa_id'] == 326:
headers = html.find_all('table')[12].find_all('tr')[0]
else:
headers = html.find('table').find_all('tr')[0]
cols = [x.text.strip() for x in headers if x.text.strip() != '']
if 'Pronounciation' in cols:
cols.remove('Pronounciation')
if 'Club Team' in cols:
cols.remove('Club Team')
if 'Major' in cols:
cols.remove('Major')
if 'MAJOR' in cols:
cols.remove('MAJOR')
if 'Major/Minor' in cols:
cols.remove('Major/Minor')
if 'College' in cols:
cols.remove('College')
if 'Wt.' in cols:
cols.remove('Wt.')
if 'Ltrs.' in cols:
cols.remove('Ltrs.')
if 'Pronouns' in cols:
cols.remove('Pronouns')
new_cols = [HEADERS[c] for c in cols]
raw_players = [x for x in html.find('tbody').find_all('tr')]
for raw_player in raw_players:
[x.span.decompose() for x in raw_player.find_all('td') if x.find('span')]
raw_player_list = [x.text.strip() for x in raw_player.find_all('td') if x.text.replace('*','').replace('(she/her/hers)','').replace('she/her/hers','').strip() != '']
if team['ncaa_id'] == 1340 or team['ncaa_id'] == 760 or team['ncaa_id'] == 510 or team['ncaa_id'] == 227:
raw_name = raw_player.find('a').text.strip().replace(" "," ").replace("\t","").replace("\r","").replace("\n","").split(' ')
raw_player_list.insert(1, " ".join([x.strip() for x in raw_name if x !='']))
if team['ncaa_id'] == 73 and raw_player_list[0] == '43':
continue
if team['ncaa_id'] == 114 or team['ncaa_id'] == 1050 or team['ncaa_id'] == 1059 or team['ncaa_id'] == 1199 or team['ncaa_id'] == 22626 or team['ncaa_id'] == 24317 or team['ncaa_id'] == 30037 or team['ncaa_id'] == 341 or team['ncaa_id'] == 1315 or team['ncaa_id'] == 46 or team['ncaa_id'] == 641 or team['ncaa_id'] == 730 or team['ncaa_id'] == 75 or team['ncaa_id'] == 806 or team['ncaa_id'] == 817 or team['ncaa_id'] == 89 or team['ncaa_id'] == 145 or team['ncaa_id'] == 217 or team['ncaa_id'] == 247 or team['ncaa_id'] == 2713 or team['ncaa_id'] == 2798 or team['ncaa_id'] == 28594 or team['ncaa_id'] == 30002 or team['ncaa_id'] == 30225 or team['ncaa_id'] == 467 or team['ncaa_id'] == 567 or team['ncaa_id'] == 569 or team['ncaa_id'] == 137 or team['ncaa_id'] == 715 or team['ncaa_id'] == 779 or team['ncaa_id'] == 808 or team['ncaa_id'] == 8688 or team['ncaa_id'] == 379 or team['ncaa_id'] == 1461:
raw_player_list = [x.text.strip() for x in raw_player.find_all('td')]
if len(raw_player_list) == 4:
raw_player_list = [None] + raw_player_list
elif len(raw_player_list) < 4:
print(f"skipping {raw_player_list}")
continue
raw_player_list[4] = " ".join([x for x in raw_player_list[4].split()])
if team['ncaa_id'] == 1036:
if len(raw_player_list) == len(new_cols):
raw_player_list.pop()
if team['ncaa_id'] == 1096:
if len(raw_player_list) >= len(new_cols):
raw_player_list.pop()
if team['ncaa_id'] == 142:
del raw_player_list[2]
if any(major in raw_player_list for major in ['Nursing', 'Biology', 'Public Health', 'Exercise Science', 'Pre-Nursing', 'Economics', 'Physical Therapy', 'Psychology','Business Administration','Criminal Justice/Psychology', 'Forensic Science', 'Undecided', 'Management', 'Psychology / Management', 'Political Science', 'Psychology / Pre-Medicine', 'Undeclared', 'Biomedical Engineering', 'Business Marketing', 'Chemistry', 'Business', 'Computer Science', 'Business Management', 'AS', 'BIOE', 'CM', 'AE', 'ME', 'BM', 'CVE', 'BME', 'Information Technology', 'Criminal Justice', 'Elementary Education', 'Special Education', 'Criminal Justice/Sociology', 'Exercise and Sports Science', 'Political Science', 'Exercise Sports Science', 'Accounting', 'Psychology', 'Pre-Physical Therapy', 'MS-Counseling Psychology', 'Business Admin.', 'Pre-Medicine', 'MBA', 'Occupational Therapy', 'Pharmacy', 'Biomedical Sciences/Medical Laboratory Sciences', 'Pharm. & Healthcare Business', 'Biomedical Sciences', 'Exercise Science: Pre-Athletic Training', 'Business Administration: Sport Management', 'Exercise Science: Individual Program of Study', 'Applied Psychology & Human Services', 'Outdoor Education, Leadership, & Tourism: Adventure Education', 'Natural Science', 'Exercise Science: Pre-Physical Therapy', 'Childhood Education', 'Global Studies', 'Healthcare Mgmt.', 'Computer Info. Systems', 'Veterinary Science', 'Psychology & Business', 'Business & Psychology', 'Biology & Spanish', 'History & Spanish', 'Politics/Computer Science', 'Geology', 'Politics/Sociology', 'Economics', 'English/Psychology', 'Education', 'Communication Sciences and Disorders', 'Sociology', 'Social Work', 'Psychology / Criminal Justice', 'Undeclared / -', 'Dental Hygiene', 'Early Education/Psychology', 'Elementary Education/Psychology', 'Sports Management', 'Exploratory', 'Creative Writing and Publishing', 'Administration of Justice', 'Emergency Medical Services Management', 'Sport Psychology', 'Physical Education', 'Athletic Training', 'Physician Assistant', 'Sports and Exercise Psychology', 'Athletic Training', 'Sports Managment', 'Sport Management', 'Film and Interactive Media', 'Biochemistry', 'HSSP', 'Business/HSSP', 'Business/Psychology', 'Business/International and Global Studies', 'Industrial Design', 'Mechanical Engineering', 'Architecture', 'Applied Mathematics', 'Business Analytics and Information Management', 'General Business', 'Forensic Biology', 'Pharmaceutical Business', 'Health Sciences', 'Business Undecided', 'Civil Engineering', 'Health Science', 'Education & Studio Art', 'Political Science & Philosophy', 'Biochemistry & Molecular Biology', 'Education & English', 'Business Economics', 'Global & International Studies & French & Francophone Studies', 'Marketing & Sales', 'Math', 'Sports Broadcasting', 'General Studies', 'Occupational Studies', 'Elementary Education/Mathematics', 'Liberal Studies', 'Communication', 'Elementary Education/Sociology', 'Public Health', 'Elementary Education/History', 'Accounting & Marketing', 'Biology/Biotechnology', 'Liberal Studies/Education', 'Entrepreneurship & Marketing', 'Engineering', 'Finance', 'English', 'Music', 'UX', 'NU', 'BE', 'Pre-Veterinary', 'Forensic Psychology', 'Exercise Physiology', 'Outdoor Education, Leadership, & Tourism', 'Recreation & Sports Mgmt.', 'Liberal Arts', 'French', 'Marketing & Communication', 'Dental Hygiene', 'Early Education/Psychology', 'Mathematics and Computer Technology', 'Pre-Physician Assistant', 'Applied Sciences', 'Computer Information Systems', 'Forensic Chemistry', 'Elementary Education and Psychology',"Pre- Physician's Assistant", 'Professional Communications (Graduate)', 'Environmental Science', 'Welding', 'Business Management & Marketing']):
if team['ncaa_id'] == 186:
del raw_player_list[4]
else:
raw_player_list.pop()
if len(raw_player_list) < len(new_cols):
name = " ".join([x.strip() for x in raw_player.find('a').text.replace(" ","").strip().split()])
raw_player_list.insert(1, name)
player_dict = dict(zip(new_cols, raw_player_list))
if 'high_school' not in player_dict:
if team['ncaa_id'] == 2713:
player_dict['high_school'] = None
else:
player_dict['town'], player_dict['high_school'] = [x.strip() for x in player_dict['town'].split('/', maxsplit=1)]
if 'previous_school' not in player_dict:
player_dict['previous_school'] = None
#print(player_dict)
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': None,
'name': player_dict['name'],
'year': player_dict['academic_year'],
'hometown': player_dict['town'],
'high_school': player_dict['high_school'],
'previous_school': player_dict['previous_school'],
'height': player_dict['height'],
'position': player_dict['position'],
'jersey': player_dict['jersey'],
'url': "https://www."+er.domain+"."+er.suffix+raw_player.find('a')['href'],
'season': season
})
return roster
def fetch_and_parse_clemson(team, season):
roster = []
er = tldextract.extract(team['url'])
url = team['url'] + "roster/season/" + season[0:4]
r = fetch_url(url)
html = BeautifulSoup(r.text, features="html.parser")
cols = [x.text for x in html.find_all('th') if not x.text in ['MAJOR']]
cols = cols[0:-4]
new_cols = [HEADERS[c] for c in cols]
players = html.find('table').find_all('tr')[1:]
for player in players:
raw_player_list = [x.text.strip() for x in player.find_all('td')][0:-2]
player_dict = dict(zip(new_cols, raw_player_list))
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': None,
'name': player_dict['name'],
'year': player_dict['academic_year'],
'hometown': player_dict['town'],
'high_school': None,
'previous_school': None,
'height': player_dict['height'],
'position': player_dict['position'],
'jersey': player_dict['jersey'],
'url': "https://www."+er.domain+"."+er.suffix+player.find('a')['href'],
'season': season
})
return roster
def fetch_and_parse_vandy(team, season):
javascript_code = """
Array.from(document.querySelectorAll('#players-table tbody tr'), el => {
const id = '';
const name = el.querySelectorAll('td')[1].innerText;
const year = el.querySelectorAll('td')[4].innerText;
const height = el.querySelectorAll('td')[3].innerText;
const position = el.querySelectorAll('td')[2].innerText;
const hometown = el.querySelectorAll('td')[6].innerText;
hs_el = el.querySelectorAll('td')[5];
const high_school = hs_el ? hs_el.innerText : '';
const previous_school = '';
const jersey = el.querySelectorAll('td')[0].innerText;
const url = el.querySelectorAll('td')[1].querySelector('a')['href']
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/season/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_miami(team, season):
javascript_code = """
Array.from(document.querySelectorAll('#players-table tbody tr'), el => {
const id = '';
const name = el.querySelectorAll('td')[1].innerText;
const year = el.querySelectorAll('td')[4].innerText;
const height = el.querySelectorAll('td')[3].innerText;
const position = el.querySelectorAll('td')[2].innerText;
const hometown = el.querySelectorAll('td')[5].innerText;
hs_el = el.querySelectorAll('td')[6];
const high_school = hs_el ? hs_el.innerText : '';
ps_el = el.querySelectorAll('td')[7];
const previous_school = ps_el ? ps_el.innerText : '';
const jersey = el.querySelectorAll('td')[0].innerText;
const url = el.querySelectorAll('td')[1].querySelector('a')['href']
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/season/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_byu(team, season):
javascript_code = """
Array.from(document.querySelectorAll('div.roster-players__group table tbody tr'), el => {
const id = '';
const name = el.querySelector('a').innerText;
const year = el.querySelectorAll('td')[4].innerText;
const height = el.querySelectorAll('td')[3].innerText;
const position = el.querySelectorAll('td')[2].innerText;
const hometown = el.querySelectorAll('td')[5].innerText;
const high_school = el.querySelectorAll('td')[6].innerText;
const previous_school = '';
const jersey = el.querySelectorAll('td')[0].innerText;
const url =el.querySelector("a")['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/season/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_sanjose(team, season):
javascript_code = """
Array.from(document.querySelectorAll('.roster__players .roster-card-item'), el => {
const id = '';
const name = el.querySelector('.roster-card-item__title-link').innerText;
const year = el.querySelectorAll('.roster-player-card-profile-field__value')[1].innerText;
const height = el.querySelectorAll('.roster-player-card-profile-field__value')[0].innerText;
const position = el.querySelector('.roster-card-item__position').innerText;
const hometown = el.querySelector(".roster-player-card-profile-field__value--hometown").innerText;
hs_el = el.querySelector(".roster-player-card-profile-field__value--school");
const high_school = hs_el ? hs_el.innerText : '';
ps_el = el.querySelector(".roster-player-card-profile-field__value--previous_school");
const previous_school = ps_el ? ps_el.innerText : '';
const jersey = el.querySelector(".roster-card-item__jersey-number").innerText;
const url =el.querySelector("a")['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/season/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_iowa_state(team, season):
roster = []
er = tldextract.extract(team['url'])
url = team['url'] + "/roster/" + season
session = HTMLSession()
r = session.get(url)
r.html.render(timeout=30)
players = r.html.find('li.sidearm-roster-list-item')
new_cols = ['number', 'name', ]
for player in players:
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': None,
'name': player.find('a', first=True).text,
'year': player.find('span.sidearm-roster-list-item-year', first=True).text,
'hometown': player.find('div.sidearm-roster-list-item-hometown', first=True).text,
'high_school': player.find('span.sidearm-roster-list-item-highschool', first=True).text,
'previous_school': None,
'height': player.find('span.sidearm-roster-list-item-height', first=True).text,
'position': player.find('span.sidearm-roster-list-item-position', first=True).text,
'jersey': player.find('span')[0].text,
'url': "https://www."+er.domain+"."+er.suffix+player.find('a', first=True).attrs['href'],
'season': season
})
return roster
def fetch_and_parse_temple(team, season):
roster = []
er = tldextract.extract(team['url'])
url = team['url'] + "/roster/" + season
session = HTMLSession()
r = session.get(url)
r.html.render(timeout=30)
players = r.html.find('div.s-person-card')
for player in players:
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': None,
'name': player.find('a')[1].text,
'year': player.find('span.s-person-details__bio-stats-item')[1].text,
'hometown': player.find('span.s-person-card__content__person__location-item')[1].text,
'high_school': player.find('span.s-person-card__content__person__location-item')[0].text,
'previous_school': None,
'height': player.find('span.s-person-details__bio-stats-item')[2].text,
'position': player.find('span.s-person-details__bio-stats-item')[0].text,
'jersey': player.find('a', first=True).text,
'url': "https://www."+er.domain+"."+er.suffix+player.find('a', first=True).attrs['href'],
'season': season
})
return roster
def fetch_and_parse_boise_state(team, season):
javascript_code = """
Array.from(document.querySelectorAll('.s-person-card'), el => {
const id = '';
const name = el.querySelector('.s-person-card__header__person-details-personal').innerText;
const year = '';
const height = el.querySelectorAll('.s-person-card__content__person-details-bio-stats-item')[1].innerText;
const position = el.querySelectorAll('.s-person-card__content__person-details-bio-stats-item')[0].innerText;
const hometown = el.querySelectorAll('.s-person-card__content__person-details-location-item')[0].innerText;
const high_school = el.querySelectorAll('.s-person-card__content__person-details-location-item')[1].innerText;
const previous_school = '';
let j = el.querySelector('.s-stamp__text');
const jersey = j ? j.innerText : '';
const url = el.querySelector('a')['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_wyoming(team, season):
roster = []
er = tldextract.extract(team['url'])
url = team['url'] + "/roster/" + season
session = HTMLSession()
r = session.get(url)
r.html.render(timeout=30)
players = r.html.find('li.sidearm-roster-list-item')
for player in players:
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': None,
'name': player.find('a', first=True).attrs['title'],
'year': player.find('span.sidearm-roster-list-item-year', first=True).text,
'hometown': player.find('span.sidearm-roster-list-item-hometown', first=True).text,
'high_school': player.find('span.sidearm-roster-list-item-highschool', first=True).text if player.find('span.sidearm-roster-list-item-highschool', first=True) else None,
'previous_school': None,
'height': player.find('span.sidearm-roster-list-item-height', first=True).text,
'position': player.find('span.sidearm-roster-list-item-position', first=True).text,
'jersey': player.find('div.sidearm-roster-list-item-number', first=True).text,
'url': "https://www."+er.domain+"."+er.suffix+player.find('a', first=True).attrs['href'],
'season': season
})
return roster
def fetch_and_parse_nebraska(team, season):
javascript_code = """
Array.from(document.querySelectorAll('#players .table--roster tbody tr'), el => {
const id = '';
const name = el.querySelectorAll('td')[1].innerText;
const year = el.querySelectorAll('td')[4].innerText;
const height = el.querySelectorAll('td')[2].innerText;
const position = el.querySelectorAll('td')[3].innerText;
const hometown = el.querySelectorAll('td')[5].innerText;
const high_school = el.children[6].innerText.split('/')[0];
let prev_school = el.children[6].innerText.split('/');
const previous_school = prev_school[1] ? prev_school[1] : '';
const jersey = el.querySelectorAll('td')[0].innerText;
const url = el.querySelectorAll('td')[1].querySelector('a')['href']
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/season/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_notre_dame(team, season):
javascript_code = """
Array.from(document.querySelectorAll('#players-table tbody tr'), el => {
const id = '';
const name = el.querySelectorAll('td')[1].innerText;
const year = el.querySelectorAll('td')[4].innerText;
const height = el.querySelectorAll('td')[3].innerText;
const position = el.querySelectorAll('td')[2].innerText;
const hometown = el.querySelectorAll('td')[6].innerText;
const high_school = el.children[7].innerText.split('/')[0];
let prev_school = el.children[7].innerText.split('/');
const previous_school = prev_school[1] ? prev_school[1] : '';
const jersey = el.querySelectorAll('td')[0].innerText;
const url = el.querySelectorAll('td')[1].querySelector('a')['href']
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/season/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_iowa(team, season):
roster = []
er = tldextract.extract(team['url'])
url = team['url'] + "/roster/" + "season/" + season
r = requests.get(url)
html = BeautifulSoup(r.text, features="html.parser")
players = html.find_all('div', class_="rosters__table")[0].find('table').find_all('tr')[1:]
for player in players:
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': None,
'name': player.find_all('td')[1].text.strip(),
'year': player.find_all('td')[4].text,
'hometown': player.find_all('td')[5].text.strip(),
'high_school': player.find_all('td')[6].text.strip(),
'previous_school': None,
'height': player.find_all('td')[3].text,
'position': player.find_all('td')[2].text,
'jersey': player.find_all('td')[0].text,
'url': player.find('a')['href'],
'season': season
})
return roster
def fetch_and_parse_south_carolina(team, season):
roster = []
er = tldextract.extract(team['url'])
url = team['url'] + "/roster/season/" + season
driver.get(url)
driver.find_element(By.LINK_TEXT, 'List').click()
html = BeautifulSoup(driver.page_source, features="html.parser")
players = html.find('table', id="players-table").find_all('tr')[1:]
for player in players:
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': None,
'name': player.find_all('td')[1].text.strip(),
'year': player.find_all('td')[4].text,
'hometown': player.find_all('td')[5].text.strip(),
'high_school': player.find_all('td')[6].text.strip(),
'previous_school': player.find_all('td')[8].text.strip(),
'height': player.find_all('td')[3].text,
'position': player.find_all('td')[2].text,
'jersey': player.find_all('td')[0].text,
'url': player.find('a')['href'],
'season': season
})
return roster
def fetch_and_parse_virginia_tech(team, season):
javascript_code = """
Array.from(document.querySelectorAll('.sidearm-roster-list-item'), el => {
const id = '';
const name = el.querySelector('.sidearm-roster-list-item-name').innerText;
const year = el.querySelector('.sidearm-roster-list-item-year').innerText;
const height = el.querySelector('.sidearm-roster-list-item-height').innerText;
const position = el.querySelector('.sidearm-roster-list-item-position').innerText;
const hometown = el.querySelector('.sidearm-roster-list-item-hometown').innerText;
const high_school = el.querySelector('.sidearm-roster-list-item-highschool').innerText;
let prev_school = el.querySelector('.sidearm-roster-list-item-previous-school');
const previous_school = prev_school ? prev_school.innerText : '';
const jersey = el.querySelector('.sidearm-roster-list-item-photo-number').innerText;
const url = el.querySelector('a')['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_kansas_state(team, season):
javascript_code = """
Array.from(document.querySelectorAll('li.sidearm-roster-player'), el => {
const id = el.attributes['data-player-id'].textContent;
const name = el.querySelector('h3').innerText;
const year = el.querySelector('.sidearm-roster-player-academic-year').innerText;
const height = el.querySelector('.sidearm-roster-player-height').innerText;
const position = el.querySelector('.sidearm-roster-player-position-long-short').innerText.trim();
const hometown = el.querySelector('.sidearm-roster-player-hometown').innerText;
hs_el = el.querySelector('.sidearm-roster-player-highschool');
const high_school = hs_el ? hs_el.innerText : '';
ps_el = el.querySelector('.sidearm-roster-player-previous-school');
const previous_school = ps_el ? ps_el.innerText : '';
const jersey = el.querySelector('.sidearm-roster-player-jersey-number').innerText;
const url = 'https://www.kstatesports.com' + el.attributes['data-player-url'].textContent;
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_laverne(team, season):
javascript_code = """
Array.from(document.querySelectorAll('li.sidearm-roster-player'), el => {
const id = el.attributes['data-player-id'].textContent;
const name = el.querySelector('h3').innerText;
const year = el.querySelector('.sidearm-roster-player-academic-year').innerText;
let ht_el = el.querySelector('.sidearm-roster-player-height');
const height = ht_el ? ht_el.innerText : '';
let pos_el = el.querySelector('.sidearm-roster-player-position');
const position = pos_el ? pos_el.innerText.trim() : '';
let hm_el = el.querySelector('.sidearm-roster-player-hometown');
const hometown = hm_el ? hm_el.innerText : '';
hs_el = el.querySelector('.sidearm-roster-player-highschool');
const high_school = hs_el ? hs_el.innerText : '';
ps_el = el.querySelector('.sidearm-roster-player-previous-school');
const previous_school = ps_el ? ps_el.innerText : '';
let j_el = el.querySelector('.sidearm-roster-player-jersey-number');
const jersey = j_el ? j_el.innerText : '';
const url = 'https://www.kstatesports.com' + el.attributes['data-player-url'].textContent;
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_valpo(team, season):
javascript_code = """
Array.from(document.querySelector('table').querySelectorAll('tr:not(:first-child)'), el => {
const id = '';
const name = el.querySelectorAll('td')[1].innerText;
const year = el.querySelectorAll('td')[4].innerText;
const height = el.querySelectorAll('td')[3].innerText;
const position = el.querySelectorAll('td')[2].innerText;
const hometown = el.querySelectorAll('td')[5].innerText;
const high_school = el.querySelectorAll('td')[6].innerText;
const previous_school = "";
const jersey = el.querySelectorAll('td')[0].innerText;
const url = el.querySelectorAll('td')[1].querySelector('a')['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season + "/?view=list"
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_illinois(team, season):
javascript_code = """
Array.from(document.querySelectorAll('.s-table-body__row'), el => {
const id = '';
const name = el.querySelectorAll('td')[2].innerText;
const year = el.querySelectorAll('td')[4].innerText;
const height = el.querySelectorAll('td')[2].innerText;
const position = el.querySelectorAll('td')[3].innerText;
const hometown = el.querySelectorAll('td')[5].innerText;
const high_school = el.querySelectorAll('td')[6].innerText;
const previous_school = el.querySelectorAll('td')[9].innerText;
const jersey = el.querySelectorAll('td')[1].innerText;
const url = el.querySelectorAll('td')[2].querySelector('a')['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_kentucky(team, season):
javascript_code = """
Array.from(document.querySelectorAll('div[itemprop="athlete"]') , el => {
const id = '';
const name = el.querySelector('h3').innerText;
const year = el.querySelector('.roster-item__info').innerText.split('-')[1].split(' ')[2];
const height = el.querySelector('.roster-item__info').innerText.split('-')[1].split(' ')[1];
const position = el.querySelector('.roster-item__info').innerText.split('-')[0].trim();
const hometown = '';
const high_school = '';
let prev_school = el.querySelector('.sidearm-roster-list-item-previous-school');
const previous_school = prev_school ? prev_school.innerText : '';
const jersey = el.querySelector('.roster-item__number').innerText;
const url = el.querySelector('a')['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/season/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def shotscraper_list_item(team, season):
# baylor
javascript_code = """
Array.from(document.querySelectorAll('.sidearm-roster-list-item'), el => {
const id = '';
const name = el.querySelector('.sidearm-roster-player-name').innerText;
const year = el.querySelector('.sidearm-roster-list-item-year').innerText;
const height = el.querySelector('.sidearm-roster-list-item-height').innerText;
const position = el.querySelector('.sidearm-roster-list-item-position').innerText;
const hometown = el.querySelector('.sidearm-roster-list-item-hometown').innerText;
const high_school = el.querySelector('.sidearm-roster-list-item-highschool').innerText;
let prev_school = el.querySelector('.sidearm-roster-list-item-previous-school');
const previous_school = prev_school ? prev_school.innerText : '';
const jersey = el.querySelector('.sidearm-roster-list-item-photo-number').innerText;
const url = el.querySelector('.sidearm-roster-player-name a')['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def shotscraper_data_tables(team, season):
javascript_code = """
Array.from(document.querySelectorAll('#DataTables_Table_0 tbody tr'), el => {
const id = '';
const name = el.querySelector(".sidearm-table-player-name").innerText;
const year = el.querySelector(".roster_class").innerText;
const height = el.querySelector(".height").innerText;
const position = el.querySelector(".rp_position_short").innerText;
const hometown = el.querySelector(".hometownhighschool").innerText.split('/')[0].trim();
let hs = el.querySelector(".hometownhighschool").innerText.split('/');
const high_school = hs[1] ? hs[1].trim() : '';
const previous_school = el.querySelector(".player_previous_school").innerText;
const jersey = el.querySelector(".roster_jerseynum").innerText;
const url = el.querySelector(".sidearm-table-player-name a")['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def shotscraper_miss_state(team, season):
javascript_code = """
Array.from(document.querySelectorAll('#DataTables_Table_0 tbody tr'), el => {
const id = '';
const name = el.querySelector(".sidearm-table-player-name").innerText;
const year = el.querySelector(".roster_class").innerText;
const height = el.querySelector(".height").innerText;
const position = el.querySelector(".rp_position_short").innerText;
const hometown = el.querySelector(".hometownhighschool").innerText.split('/')[0].trim();
let hs = el.querySelector(".hometownhighschool").innerText.split('/');
const high_school = hs[1] ? hs[1].split('(')[0].trim() : '';
const previous_school = hs[1].split('(')[1] ? hs[1].split('(')[1].trim().replace(')','') : '';
const jersey = el.querySelector(".roster_jerseynum").innerText;
const url = el.querySelector(".sidearm-table-player-name a")['href'];
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def shotscraper_arkansas(team, season):
javascript_code = """
Array.from(document.querySelectorAll('table[data-init="datatable_roster"] tbody tr'), el => {
const cols = el.querySelectorAll('td');
const id = '';
const jersey = cols[0].textContent.trim();
const nameLink = cols[1].querySelector('a');
const name = nameLink.textContent.trim();
const url = nameLink.href;
const position = cols[2].textContent.trim();
const year = cols[3].textContent.trim();
const height = cols[4].textContent.trim();
const hometown = cols[5].textContent.trim();
const high_school = cols[6].textContent.trim();
const previous_school = '';
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/?season=" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_tennessee(team, season):
javascript_code = """
Array.from(document.querySelectorAll('.sidearm-roster-table tbody tr'), el => {
const id = '';
const name = el.children[1].innerText;
const year = el.children[2].innerText;
const height = el.children[4].innerText;
const position = el.children[3].innerText;
const hometown = el.children[5].innerText;
const high_school = el.children[6].innerText.split('/')[0];
let prev_school = el.children[6].innerText.split('/');
const previous_school = prev_school[1] ? prev_school[1].innerText : '';
const jersey = el.children[0].innerText;
const url = el.children[1].querySelector('a')['href']
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def fetch_and_parse_bradley(team, season):
javascript_code = """
Array.from(document.querySelectorAll('.sidearm-roster-table tbody tr'), el => {
const id = '';
const name = el.children[1].innerText;
const year = el.children[4].innerText;
const height = el.children[3].innerText;
const position = el.children[2].innerText;
const hometown = el.children[5].innerText.split('/')[0].trim();
const high_school = el.children[5].innerText.split('/')[1].trim();
const previous_school = '';
const jersey = el.children[0].innerText;
const url = el.children[1].querySelector('a')['href']
return {id, name, year, hometown, high_school, previous_school, height, position, jersey, url};
})
"""
url = team['url'] + "/roster/" + season
roster = shotscraper_caller(team, season, url, javascript_code)
return roster
def parse_roster(team, html, season):
roster = []
er = tldextract.extract(team['url'])
try:
players = html.find_all('li', {'class': 'sidearm-roster-player'})
except:
return None
for player in players:
position = None
if player.find('a')['aria-label'].split(' - ')[0].strip() == 'Addison Jeansonne':
continue
if player.find('span', {'class': 'sidearm-roster-player-previous-school'}):
previous_school = player.find('span', {'class': 'sidearm-roster-player-previous-school'}).text
else:
previous_school = None
if player.find('span', {'class': 'sidearm-roster-player-highschool'}):
high_school_text = player.find('span', {'class': 'sidearm-roster-player-highschool'}).text.strip()
high_school = " ".join([x.strip() for x in high_school_text.split(' ') if x != ''])
else:
high_school = None
if player.find('span', {'class': 'sidearm-roster-player-height'}):
height = player.find('span', {'class': 'sidearm-roster-player-height'}).text
else:
height = None
try:
hometown = player.find('span', {'class': 'sidearm-roster-player-hometown'}).text.strip()
except:
hometown = None
if player.find('div', {'class': 'sidearm-roster-player-position'}).text.strip() == '':
position = 'N/A'
if not position and '"' in player.find('div', {'class': 'sidearm-roster-player-position'}).text.strip():
position = player.find('div', {'class': 'sidearm-roster-player-position'}).text.strip().split()[0]
if not position and player.find('div', {'class': 'sidearm-roster-player-position'}).find('span', {'class': 'text-bold'}).find('span', {'class': 'sidearm-roster-player-position-long-short hide-on-small-down'}):
try:
position = player.find('div', {'class': 'sidearm-roster-player-position'}).find('span', {'class': 'text-bold'}).find('span', {'class': 'sidearm-roster-player-position-long-short hide-on-small-down'}).text.strip()
except AttributeError:
position = None
if not position and player.find('div', {'class': 'sidearm-roster-player-position'}).find('span', {'class': 'text-bold'}):
try:
position = player.find('div', {'class': 'sidearm-roster-player-position'}).find('span', {'class': 'text-bold'}).text.strip()
except AttributeError:
position = None
try:
jersey = player.find('span', {'class': 'sidearm-roster-player-jersey-number'}).text.strip()
except:
jersey = None
try:
academic_year = player.find_all('span', {'class': 'sidearm-roster-player-academic-year'})[1].text
except:
academic_year = None
try:
name = player.find('a')['aria-label'].split(' - ')[0].strip()
except:
name = player.find('h3').text.strip()
if 'Instagram' in name:
name = player.find('h3').text.strip()
roster.append({
'team_id': team['ncaa_id'],
'team': team['team'],
'id': player['data-player-id'],
'name': name,
'year': academic_year,
'hometown': hometown,
'high_school': high_school,
'previous_school': previous_school,
'height': height,
'position': position,
'jersey': jersey,
'url': "https://www."+er.domain+"."+er.suffix+player.find('a')['href'],
'season': season
})
return roster
def get_all_rosters(season, teams = []):
unparsed = []
skipped = []
teams_json = json.loads(open('teams.json').read())
if len(teams) > 0:
teams_json = [t for t in teams_json if t['ncaa_id'] in teams]
teams_with_urls = [x for x in teams_json if "url" in x]
with open(f"rosters_{season}.csv", 'w') as output_file:
csv_file = csv.writer(output_file)
csv_file.writerow(['ncaa_id', 'team', 'player_id', 'name', 'year', 'hometown', 'high_school', 'previous_school', 'height', 'position', 'jersey', 'url', 'season'])
for team in teams_with_urls:
try:
if team['ncaa_id'] == 26107 and season == '2021-22':
continue
if 'roster' in team:
continue
print(team['team'])
if team['ncaa_id'] in [5, 308, 497, 554]:
roster = shotscraper_table(team, season)
elif team['ncaa_id'] in [9, 71, 83, 96, 99, 156, 173, 180, 191, 234, 249, 257, 301, 306, 367, 387, 392, 400, 404, 418, 428, 441, 490, 521, 522, 559, 574, 603, 635, 664, 671, 676, 688, 690, 700, 719, 749, 758]:
roster = shotscraper_card(team, season)
elif team['ncaa_id'] == 128:
roster = shotscraper_ucf(team, season)
elif team['ncaa_id'] in [51, 248, 731]:
roster = shotscraper_list_item(team, season)
elif team['ncaa_id'] in [37, 52, 175, 316, 487]:
roster = shotscraper_roster_player(team, season)
elif team['ncaa_id'] in [8, 725]:
roster = shotscraper_roster_player2(team, season)
elif team['ncaa_id'] in [430, 584]:
roster = shotscraper_miss_state(team, season)
elif team['ncaa_id'] in [556]:
roster = shotscraper_data_tables(team, season)
elif team['ncaa_id'] in [31]:
roster = shotscraper_arkansas(team, season)
elif team['ncaa_id'] in [706]:
roster = shotscraper_table_plain(team, season)
elif team['ncaa_id'] == 77:
if str(season[0:1]):
season = f"{str(season)[0:5]}20{str(season[5:7])}"
roster = fetch_and_parse_byu(team, season)
elif team['ncaa_id'] == 630:
roster = fetch_and_parse_sanjose(team, season)
elif team['ncaa_id'] == 66:
roster = fetch_and_parse_boise_state(team, season)
elif team['ncaa_id'] == 415:
roster = fetch_and_parse_miami(team, season)
elif team['ncaa_id'] == 147:
roster = fetch_and_parse_clemson(team, season)
elif team['ncaa_id'] == 224:
roster = shotscraper_ferris(team, season)
elif team['ncaa_id'] == 311:
roster = fetch_and_parse_iowa_state(team, season)
elif team['ncaa_id'] == 312:
roster = fetch_and_parse_iowa(team, season)
elif team['ncaa_id'] in [326, 449, 569, 762, 8981, 30225]:
roster = shotscraper_table_wbkb(team, season)
elif team['ncaa_id'] == 327:
roster = fetch_and_parse_kansas_state(team, season)
elif team['ncaa_id'] == 334:
roster = fetch_and_parse_kentucky(team, season)
elif team['ncaa_id'] == 341:
roster = fetch_and_parse_laverne(team, season)
elif team['ncaa_id'] == 388:
roster = shotscraper_marshall(team, season)
elif team['ncaa_id'] == 463:
roster = fetch_and_parse_nebraska(team, season)
elif team['ncaa_id'] == 513:
roster = fetch_and_parse_notre_dame(team, season)
elif team['ncaa_id'] == 528:
roster = shotscraper_oregon_state(team, season)
elif team['ncaa_id'] == 532:
roster = shotscraper_wbkb_elms(team, season)
elif team['ncaa_id'] == 623:
roster = shotscraper_wbkb_salve(team, season)
elif team['ncaa_id'] == 648:
roster = fetch_and_parse_south_carolina(team, season)
elif team['ncaa_id'] == 694:
roster = fetch_and_parse_tennessee(team, season)
elif team['ncaa_id'] == 72:
roster = fetch_and_parse_bradley(team, season)
elif team['ncaa_id'] in [721, 80]:
roster = shotscraper_airforce(team, season)
elif team['ncaa_id'] == 735:
roster = fetch_and_parse_valpo(team, season)
elif team['ncaa_id'] == 736:
roster = fetch_and_parse_vandy(team, season)
elif team['ncaa_id'] == 742:
roster = fetch_and_parse_virginia_tech(team, season)
elif team['ncaa_id'] == 809:
roster = shotscraper_table_wbkb2(team, season)
elif team['ncaa_id'] == 811:
roster = fetch_and_parse_wyoming(team, season)
elif team['ncaa_id'] == 1000:
roster = shotscraper_table_wvolley(team, season)
elif team['ncaa_id'] in [807, 746]:
roster = shotscraper_table_wooster(team, season)
elif team['ncaa_id'] == 532:
continue
elif 'wvball' in team['url']:
html = fetch_wbkb_roster(team['url'], season)
roster = None
if html:
roster = parse_roster_wbkb(team, html, season)
elif 'w-baskbl' in team['url']:
html = fetch_baskbl_roster(team['url'], season)
roster = parse_roster_baskbl(team, html, season)
else:
html = fetch_roster(team['url'], season)
roster = parse_roster(team, html, season)
if len(roster) > 0:
for player in roster:
csv_file.writerow([player['team_id'], player['team'], player['id'], player['name'], player['year'], player['hometown'], player['high_school'], player['previous_school'], player['height'], player['position'], player['jersey'], player['url'], season])
else:
unparsed.append(team['ncaa_id'])
except:
print("skipping for now")
# raise
skipped.append(team['ncaa_id'])
continue
return [unparsed, skipped]
def get_all_rosters_baskbl(season):
teams_json = json.loads(open('teams.json').read())
teams_with_urls = [x for x in teams_json if "url" in x]
teams_with_baskbl = [x for x in teams_with_urls if 'w-baskbl' in x['url']]
with open(f"~/code/wbb/ncaa/rosters_{season}_baskbl.csv", 'w') as output_file:
csv_file = csv.writer(output_file)