Jak zbudować metodę hybrid_method zliczającą liczbę rekordów z ostatnich X dni?

Poniżej znajduje się (prawie) pełny fragment kodu:

# ... omitted import statements and session configuration

def _date(date_str):
    return datetime.strptime(date_str, "%Y-%m-%d")


class Match(Base):
    __tablename__ = "match"

    match_id = Column(Integer, primary_key=True)
    date = Column(Date, nullable=False)

    @hybrid_method
    def match_count(self, timespan_days):
        cut_off = self.date - timedelta(days=timespan_days)
        sess = object_session(self)
        M = Match
        q = (
            sess.query(M)
            # .filter(M.match_id != self.match_id)  # option-1: only other on the same day
            .filter(M.match_id < self.match_id)  # option-2: only smaller-id on the same day (as in OP)
            .filter(M.date <= self.date)
            .filter(M.date >= cut_off)
        )
        return q.count()

    @match_count.expression
    def match_count(cls, timespan_days):
        M = aliased(Match, name="other")
        cut_off = cls.date - timespan_days
        q = (
            select([func.count(M.match_id)])
            # .filter(Match.match_id != self.match_id)  # option-1: only other on the same day
            .where(M.match_id < cls.match_id)  # option-2: only smaller-id on the same day (as in OP)
            .where(M.date <= cls.date)
            .where(M.date >= cut_off)
        )
        return q.label("match_count")


def test():
    Base.metadata.drop_all()
    Base.metadata.create_all()

    from sys import version_info as py_version
    from sqlalchemy import __version__ as sa_version

    print(f"PY version={py_version}")
    print(f"SA version={sa_version}")
    print(f"SA engine={engine.name}")
    print("=" * 80)

    # 1. test data
    matches = [
        Match(date=_date("2020-01-01")),
        Match(date=_date("2020-01-02")),
        Match(date=_date("2020-01-03")),
        Match(date=_date("2020-01-05")),
        Match(date=_date("2020-01-05")),
        Match(date=_date("2020-01-10")),
    ]
    session.add_all(matches)
    session.commit()
    print("=" * 80)

    # 2. test query in "in-memory"
    for m in session.query(Match):
        print(m, m.match_count(3))
    print("=" * 80)

    # 3. test query on "SQL"
    session.expunge_all()
    q = session.query(Match, Match.match_count(3))
    for match, match_count in q:
        print(match, match_count)
    print("=" * 80)


if __name__ == "__main__":
    test()

Powyższy kod daje następujące dane wyjściowe:

============================================================
PY version=sys.version_info(major=3, minor=8, micro=1, releaselevel='final', serial=0)
SA version=1.3.20
SA engine=postgresql
============================================================
<Match(date=datetime.date(2020, 1, 1), match_id=1)> 0
<Match(date=datetime.date(2020, 1, 2), match_id=2)> 1
<Match(date=datetime.date(2020, 1, 3), match_id=3)> 2
<Match(date=datetime.date(2020, 1, 5), match_id=4)> 2
<Match(date=datetime.date(2020, 1, 5), match_id=5)> 3
<Match(date=datetime.date(2020, 1, 10), match_id=6)> 0
============================================================
<Match(date=datetime.date(2020, 1, 1), match_id=1)> 0
<Match(date=datetime.date(2020, 1, 2), match_id=2)> 1
<Match(date=datetime.date(2020, 1, 3), match_id=3)> 2
<Match(date=datetime.date(2020, 1, 5), match_id=4)> 2
<Match(date=datetime.date(2020, 1, 5), match_id=5)> 3
<Match(date=datetime.date(2020, 1, 10), match_id=6)> 0
============================================================

natomiast zapytanie q chciałbym poniżej (w postgresql ):

SELECT match.match_id,
       match.date,

  (SELECT count(other.match_id) AS count_1
   FROM match AS other
   WHERE other.match_id < match.match_id
     AND other.date <= match.date
     AND other.date >= match.date - %(date_1)s) AS match_count
FROM match

Jedną z rzeczy, na którą chciałbym zwrócić uwagę, jest to, że sprawdzanie "w pamięci" nie jest zbyt wydajne, ponieważ trzeba odpytywać bazę danych dla każdego Match instancja. Dlatego jeśli to możliwe, użyłbym ostatniego zapytania.