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190 lines (169 loc) · 8.41 KB
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import ast
import os
import logging
from API_Library import FirstAPI
from dotenv import load_dotenv
from supabase import create_client, Client
from API_Library.API_Models.Team import Team
from datetime import datetime
from zoneinfo import ZoneInfo
class TeamDataProcessor:
def __init__(self, supabase_url=None, supabase_key=None):
if not supabase_url or not supabase_key:
load_dotenv(override=True)
supabase_url = os.getenv("SUPABASE_URL")
supabase_key = os.getenv("SUPABASE_KEY")
if not supabase_url or not supabase_key:
raise RuntimeError("SUPABASE_URL and SUPABASE_KEY must be set in .env")
self.supabase: Client = create_client(supabase_url, supabase_key)
self.table = "season_2025"
self.match_table = "matches_2025"
self.team_data = {}
self.alliance_data = []
self.first_api = FirstAPI()
def fetch_season_data(self,year, debug=False, events='Future'):
season = self.first_api.get_season(debug=debug, events=events, year=year)
for team in season.teams.values():
self.team_data[team.teamNumber] = team
self.alliance_data = self.convert_alliances_to_serializable_format(season.matches)
def convert_alliances_to_serializable_format(self, matches_dict):
serializable = []
for dashcode, alliance in matches_dict.items():
serializable.append({
"matchcode": dashcode,
"team_1": int(alliance.team1.teamNumber),
"team_2": int(alliance.team2.teamNumber),
"totalPoints": int(alliance.combined_overallOPR),
"alliance": alliance.color,
"date": alliance.date,
"matchType": alliance.matchType,
"win": alliance.win,
"tele": int(alliance.tele),
"penalty": int(alliance.penalty),
})
return serializable
def merge_with_database(self, force_update=True):
existing_data = self.supabase.table(self.table).select(
"teamNumber,teamName,sponsors,location,autoOPR,teleOPR,endgameOPR,overallOPR,autoRank,teleRank,endgameRank,overallRank,penalties,penaltyRank,profileUpdate,eventDate,eventsAttended,founded,website"
).execute().data or []
for row in existing_data:
team_number = row["teamNumber"]
api_team = self.team_data[team_number] if team_number in self.team_data else Team(overallOPR=-100)
events_raw = row.get("eventsAttended")
try:
parsed_events = ast.literal_eval(events_raw) if isinstance(events_raw, str) else events_raw
existing_events = set(parsed_events)
except Exception:
existing_events = set()
new_api_events = api_team.eventsAttended if isinstance(api_team.eventsAttended, list) else []
merged_events = sorted(existing_events.union(new_api_events))
api_team.eventsAttended = merged_events
if not api_team.founded and row.get("founded"):
api_team.founded = row["founded"]
if not api_team.website and row.get("website"):
api_team.website = row["website"]
self.team_data[team_number] = api_team
if not force_update and api_team.overallOPR <= row.get("overallOPR", -1):
db_team = Team(
teamName=row["teamName"],
sponsors=row["sponsors"],
location=row["location"],
teamNumber = team_number,
autoOPR = row["autoOPR"],
teleOPR = row["teleOPR"],
endgameOPR = row["endgameOPR"],
overallOPR = row["overallOPR"],
penalties = row["penalties"],
autoRank = row.get("autoRank"),
teleRank = row.get("teleRank"),
endgameRank = row.get("endgameRank"),
overallRank = row.get("overallRank"),
penaltyRank = row.get("penaltyRank"),
# profileUpdate = row.get("profileUpdate"),
# eventDate = row.get("eventDate"),
teamLogo = row.get("teamLogo"),
founded= row.get("founded", 0),
website= row.get("website", ""),
eventsAttended=merged_events,
averagePlace= row.get("averagePlace", 0.0),
)
self.team_data[team_number] = db_team
def update_rankings(self):
teams = list(self.team_data.values())
def assign_rank(key, rank_field=None, reverse=True):
sorted_teams = sorted(teams, key=lambda t: getattr(t, key), reverse=reverse)
current_rank = 1
for i, team in enumerate(sorted_teams):
if i > 0 and getattr(team, key) == getattr(sorted_teams[i - 1], key):
setattr(team, rank_field, getattr(sorted_teams[i - 1], rank_field))
else:
setattr(team, rank_field, current_rank)
current_rank += 1
assign_rank("overallOPR", "overallRank")
assign_rank("autoOPR", "autoRank")
assign_rank("teleOPR", "teleRank")
assign_rank("endgameOPR", "endgameRank")
assign_rank("penalties", "penaltyRank", reverse=False)
def fetch_and_save_to_database(self, year, debug=False, force_update=False, events='Future'):
self.fetch_season_data(debug=debug, events=events, year=year)
self.merge_with_database(force_update=force_update)
self.update_rankings()
self.first_api.set_team_logos(list(self.team_data.values()))
serializable_data = []
now = datetime.now(ZoneInfo("America/Los_Angeles"))
formattedTime = now.strftime("%Y-%m-%dT%H:%M:%S.%f")[:-3]
for team_number, team_info in self.team_data.items():
team_dict = {
"teamNumber": int(team_number),
"teamName": team_info.teamName,
"sponsors": team_info.sponsors,
"location": team_info.location,
"autoOPR": float(team_info.autoOPR),
"teleOPR": float(team_info.teleOPR),
"endgameOPR": float(team_info.endgameOPR),
"overallOPR": float(team_info.overallOPR),
"autoRank": int(team_info.autoRank) if team_info.autoRank is not None else None,
"teleRank": int(team_info.teleRank) if team_info.teleRank is not None else None,
"endgameRank": int(team_info.endgameRank) if team_info.endgameRank is not None else None,
"overallRank": int(team_info.overallRank) if team_info.overallRank is not None else None,
"penalties": float(team_info.penalties),
"penaltyRank": int(team_info.penaltyRank) if team_info.penaltyRank is not None else None,
"profileUpdate": formattedTime,
# "eventDate": team_info.eventDate,
"teamLogo": team_info.teamLogo,
"founded": team_info.founded,
"website": team_info.website,
"eventsAttended": team_info.eventsAttended,
"averagePlace": team_info.averagePlace,
}
serializable_data.append(team_dict)
resp = None
if serializable_data:
resp = (
self.supabase
.table(self.table)
.upsert(serializable_data, on_conflict="teamNumber")
.execute()
)
if self.alliance_data:
self.supabase.table(self.match_table).upsert(self.alliance_data, on_conflict="matchcode").execute()
count = len(resp and resp.data or [])
if debug:
print(f"✅ Upserted {len(self.alliance_data)} matches into `{self.match_table}`")
print(f"✅ Upserted {count} rows into `{self.table}`")
def close(self):
pass
def main(debug=False):
if debug:
logging.basicConfig(level=logging.INFO)
processor = TeamDataProcessor()
try:
if debug:
processor.fetch_and_save_to_database(year=2025, debug=debug, force_update=True, events='All')
else:
processor.fetch_and_save_to_database(year=2025, debug=debug)
finally:
processor.close()
logging.info("Done.")
if __name__ == "__main__":
main(debug=True)