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iddaai-be/ai-engine/tests/test_live_matrix.py
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Python

"""Unit tests for V38 live-conditioned projection (pure, no DB/model deps)."""
import os
import sys
sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
from models.live_matrix import (
build_live_projection,
estimate_minute,
state_multiplier,
)
def _approx(a, b, tol=1e-6):
return abs(a - b) <= tol
def test_probs_form_distribution():
proj = build_live_projection(0.50, 0.27, 0.23, 0.55, 1, 0, 60)
p = proj["probs"]
assert _approx(p["1"] + p["X"] + p["2"], 1.0, 1e-3)
assert 0.0 <= proj["p_away_scores_again"] <= 1.0
def test_minute_one_roughly_matches_prematch():
# at 0-0 minute 1 the projection must stay close to the anchored numbers
proj = build_live_projection(0.50, 0.27, 0.23, 0.55, 0, 0, 1)
assert abs(proj["probs"]["1"] - 0.50) < 0.06
assert abs(proj["probs"]["2"] - 0.23) < 0.06
def test_one_goal_lead_at_80():
# the user's exact case: 1-0 at 80' (OOS-validated: said 21.7 / actual 23.0)
proj = build_live_projection(0.50, 0.27, 0.23, 0.55, 1, 0, 80)
assert proj["probs"]["1"] > 0.72 # leader is now strong fav
assert 0.08 <= proj["p_away_scores_again"] <= 0.30
assert _approx(
proj["p_comeback"], proj["probs"]["X"] + proj["probs"]["2"], 1e-9
)
def test_less_time_means_fewer_chances():
early = build_live_projection(0.50, 0.27, 0.23, 0.55, 1, 0, 60)
late = build_live_projection(0.50, 0.27, 0.23, 0.55, 1, 0, 85)
assert late["p_away_scores_again"] < early["p_away_scores_again"]
assert late["probs"]["1"] > early["probs"]["1"]
def test_trailing_team_pushes_late():
assert state_multiplier(-1, 80) > 1.05 # trailing by one, late: pushes
assert state_multiplier(1, 80) < 1.0 # leading by one, late: parks bus
assert state_multiplier(-1, 80) > state_multiplier(-1, 30)
def test_score_consistency_with_current_score():
proj = build_live_projection(0.50, 0.27, 0.23, 0.55, 2, 1, 75)
# every scenario must be reachable from the current score
for s in proj["scenario_top5"]:
fh, fa = map(int, str(s["score"]).split("-"))
assert fh >= 2 and fa >= 1
assert proj["current_score"] == "2-1"
def test_estimate_minute_approximation():
now = 1_700_000_000_000
assert estimate_minute(None, now) is None
assert estimate_minute(now + 60_000, now) is None # not kicked off
assert estimate_minute(now - 30 * 60_000, now) == 30 # mid 1H
assert estimate_minute(now - 55 * 60_000, now) == 46 # HT break
assert estimate_minute(now - 80 * 60_000, now) == 65 # 2H, break folded
assert estimate_minute(now - 200 * 60_000, now) == 94 # capped
if __name__ == "__main__":
fns = [v for k, v in sorted(globals().items()) if k.startswith("test_")]
for fn in fns:
fn()
print(f"PASS {fn.__name__}")
print(f"\nAll {len(fns)} tests passed.")