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global_scraper.py
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global_scraper.py
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from parsers import *
from cleaners import *
from getters import *
from collector import collect_gw, merge_gw
def parse_data():
""" Parse and store all the data
"""
print("Getting data")
data = get_data()
season = '2019-20'
base_filename = 'data/' + season + '/'
print("Parsing summary data")
parse_players(data["elements"], base_filename)
try:
gw_num = data["current-event"]
except:
gw_num = 0
print("Season hasn't started yet m8")
print("Cleaning summary data")
clean_players(base_filename + 'players_raw.csv', base_filename)
print("Getting fixtures data")
fixtures(base_filename)
if gw_num == 0:
print("Getting teams data")
parse_team_data(data["teams"], base_filename)
print("Extracting player ids")
id_players(base_filename + 'players_raw.csv', base_filename)
player_ids = get_player_ids(base_filename)
num_players = len(data["elements"])
player_base_filename = base_filename + 'players/'
gw_base_filename = base_filename + 'gws/'
print("Extracting player specific data")
for i in range(num_players):
player_data = get_individual_player_data(i+1)
parse_player_history(player_data["history_past"], player_base_filename, player_ids[i+1], i+1)
parse_player_gw_history(player_data["history"], player_base_filename, player_ids[i+1], i+1)
if gw_num > 0:
print("Collecting gw scores")
collect_gw(gw_num, player_base_filename, gw_base_filename)
print("Merging gw scores")
merge_gw(gw_num, gw_base_filename)
def fixtures(base_filename):
data = get_fixtures_data()
parse_fixtures(data, base_filename)
def main():
parse_data()
if __name__ == "__main__":
main()