28 lines
No EOL
1.1 KiB
Python
28 lines
No EOL
1.1 KiB
Python
# ============================================================
|
|
# FALLBACK + EARLY SEASON WEIGHTING
|
|
# ------------------------------------------------------------
|
|
# Provides universal fallback logic for all tags:
|
|
# current → career → league average → neutral baseline
|
|
# Also provides early-season blending to stabilize noisy stats.
|
|
# ============================================================
|
|
|
|
def get_stat_with_fallback(current, career, league_avg, neutral_baseline=0.5):
|
|
"""Universal fallback logic used by all tags."""
|
|
if current is not None:
|
|
return current
|
|
if career is not None:
|
|
return career
|
|
if league_avg is not None:
|
|
return league_avg
|
|
return neutral_baseline
|
|
|
|
|
|
def blend_early_season(current_value, career_value, matches_played_current, ramp_matches=5):
|
|
"""Blend current season and career stats early in the season."""
|
|
if matches_played_current <= 0:
|
|
return career_value
|
|
|
|
weight_current = min(matches_played_current / ramp_matches, 1.0)
|
|
weight_career = 1.0 - weight_current
|
|
|
|
return (current_value * weight_current) + (career_value * weight_career) |