def do_rankings_for_season(season: int):
RANKINGS = seed_path / f"rankings-{season}.csv"
rankings = util.load_csv(RANKINGS, headers=True, sort="Wk")
weeks = {
week.number: week
for week in list_resources(models.Week, season=season)
}
for rank in rankings:
team_name = util.strip_record(rank.get('School'))
team = lookup_team_by_external_id(source="SportsReference",
identifier=team_name)
week = weeks.get(int(rank.get("Wk")))
prior_week = weeks.get(week.number - 1, None)
prior_ranking = None
if prior_week:
prior_ranking = models.Ranking.query\
.filter_by(week_id=prior_week.id)\
.filter_by(poll_id=1)\
.filter_by(team_id=team.id)\
.first()
prior_rank = prior_ranking.rank if prior_ranking else None
ranking = models.Ranking(week_id=week.id,
poll_id=1,
team_id=team.id,
rank=rank.get("Rk"),
prior_rank=prior_rank)
db.session.add(ranking)
db.session.commit()
logger.warning(f"added rankings for {season} to database...")
def insert_weeks():
WEEKS = seed_path / "weeks.csv"
weeks = util.load_csv(WEEKS, headers=True)
for week in weeks:
week["start_date"] = parser.parse(week["start_date"]).date()
week["end_date"] = parser.parse(week["end_date"]).date()
db.session.add(models.Week(**week))
db.session.commit()
logger.warning(f"created weeks for rankings...")
return 0
def insert_divisions():
DIVS = seed_path / "divisions.csv"
conferences = {c.code: c for c in list_resources(models.Conference)}
divisions = util.load_csv(DIVS, headers=True)
for division in divisions:
conf_code = division.pop("conference")
conference = conferences.get(conf_code)
div = create_resource(models.Division,
conference_id=conference.id,
name=division.get("name"))
logger.debug(f"added {div} to database...")
logger.warning(f"added divisions to database...")
return 0
def insert_external_team_mappings(f_path, ds_code: str):
mappings = util.load_csv(f_path, headers=True)
teams = {t.code: t for t in list_resources(models.Team)}
sports_reference = meta.DataSource.query.filter_by(code=ds_code).one()
for m in mappings:
team = teams.get(m.get("hatchet-code"))
value = m.get("school")
ext_id = m.get("external-id", None)
if not team:
logger.error(f"unable to get team from {m.get('hatchet-code')}")
mapper_model = meta.ExternalTeamIdentifier(
team_id=team.id,
source_id=sports_reference.id,
value=value,
external_id=ext_id)
db.session.add(mapper_model)
db.session.commit()
logger.warning(f"created {ds_code} team mappings...")
return 0
def insert_stadiums():
STADIUMS = seed_path / "stadiums.csv"
surfaces = {s.code: s for s in list_resources(models.Surface)}
raw_stadiums = util.load_csv(STADIUMS, headers=True)
for s in raw_stadiums:
surface = surfaces.get(s.get("surface"))
stadium = create_resource(models.Stadium,
code=s.get("code"),
name=s.get("name"),
state=s.get("state"),
city=s.get("city"),
longitude=s.get("longitude"),
latitude=s.get("latitude"),
built=s.get("built"),
capacity=s.get("capacity"),
surface_id=surface.id if surface else None)
logger.debug(f"creating {stadium} in db...")
logger.warning(f"created stadiums in database...")
return 0
def insert_teams():
TEAMS = seed_path / "teams.csv"
conferences = {c.code: c for c in list_resources(models.Conference)}
divisions = {(d.conference.code, d.name): d
for d in list_resources(models.Division)}
stadiums = {s.code: s for s in list_resources(models.Stadium)}
raw_team_data = util.load_csv(TEAMS, headers=True)
for t in raw_team_data:
conf_code = t.pop("conference")
div_name = t.pop("division")
conf = conferences.get(conf_code)
division = divisions.get((conf_code, div_name))
stadium = stadiums.get(t.get("stadiumId"))
team = create_resource(models.Team,
conference_id=conf.id,
division_id=division.id,
code=t.get("code"),
name=t.get("name"),
short_name=t.get("shortName"),
mascot=t.get("mascot"),
stadium_id=stadium.id if stadium else None)
logger.warning(f"added teams to database...")
return 0
def load_data(path: str) -> List[dict]:
raw_data = load_csv(path, headers=True)
return raw_data
