paper-dynasty-card-creation/pitchers/card_builder.py
Cal Corum 32cadb1c49 Fix two bugs in pitcher card builder dispatch logic
Fix duplicate elif branch in HR overflow cascade that prevented
single_one from receiving excess chances, and reorder single_two
secondary dispatch to check flyout full_name before groundout
short_name to prevent false 'B' matches on fly ball results.
Also add missing new_ratings.flyout_cf_b increment.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-26 12:04:51 -06:00

777 lines
29 KiB
Python

import copy
import math
import logging
from decimal import Decimal
from card_layout import (
FullPitchingCard,
PLAY_RESULTS,
PlayResult,
EXACT_CHANCES,
get_chances,
)
from pitchers.models import PitchingCardRatingsModel
logger = logging.getLogger(__name__)
def build_pitcher_full_cards(
ratings_vl: PitchingCardRatingsModel,
ratings_vr: PitchingCardRatingsModel,
offense_col: int,
player_id: int,
hand: str,
) -> tuple:
"""Build vL and vR FullPitchingCard objects from pre-calculated ratings.
Returns (vl_card, vr_card).
"""
player_binary = player_id % 2
vl = FullPitchingCard(offense_col=offense_col, alt_direction=player_binary)
vr = FullPitchingCard(offense_col=offense_col, alt_direction=player_binary)
def assign_pchances(this_card, play, chances, secondary_play=None):
r_data = this_card.add_result(play, chances, secondary_play)
if r_data:
return float(r_data[0]), float(r_data[1])
else:
for x in EXACT_CHANCES + [Decimal("0.95")]:
if x < math.floor(chances - Decimal("0.05")):
r_data = this_card.add_result(
play, Decimal(math.floor(chances)), secondary_play
)
if r_data:
return float(r_data[0]), float(r_data[1])
break
if x < chances and secondary_play is not None:
r_data = this_card.add_result(play, x, secondary_play)
if r_data:
return float(r_data[0]), float(r_data[1])
return 0, 0
def get_preferred_mif(ratings):
if hand == "L" and ratings.vs_hand == "L":
return "ss"
elif hand == "L" or (hand == "R" and ratings.vs_hand == "R"):
return "2b"
else:
return "ss"
for card, data, vs_hand in [
(vl, copy.deepcopy(ratings_vl), "L"),
(vr, copy.deepcopy(ratings_vr), "R"),
]:
new_ratings = PitchingCardRatingsModel(
pitchingcard_id=data.pitchingcard_id,
pit_hand=data.pit_hand,
vs_hand=vs_hand,
hard_rate=data.hard_rate,
med_rate=data.med_rate,
soft_rate=data.soft_rate,
xcheck_p=0.0,
xcheck_c=0.0,
xcheck_1b=0.0,
xcheck_2b=0.0,
xcheck_3b=0.0,
xcheck_ss=0.0,
xcheck_lf=0.0,
xcheck_cf=0.0,
xcheck_rf=0.0,
)
res_chances = data.bp_homerun
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(card, PLAY_RESULTS["bp-hr"], ch)
res_chances -= r_val[0]
new_ratings.bp_homerun += r_val[0]
res_chances = data.hbp
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="HBP", short_name="HBP"), ch
)
res_chances -= r_val[0]
new_ratings.hbp += r_val[0]
if r_val[0] == 0:
break
res_chances = data.xcheck_p
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="GB (p) X", short_name="GB (p) X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_p += r_val[0]
res_chances = data.xcheck_c
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="CATCH X", short_name="CATCH X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_c += r_val[0]
res_chances = data.xcheck_1b
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="GB (1b) X", short_name="GB (1b) X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_1b += r_val[0]
res_chances = data.xcheck_3b
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="GB (3b) X", short_name="GB (3b) X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_3b += r_val[0]
res_chances = data.xcheck_rf
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="FLY (rf) X", short_name="FLY (rf) X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_rf += r_val[0]
res_chances = data.xcheck_lf
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="FLY (lf) X", short_name="FLY (lf) X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_lf += r_val[0]
res_chances = data.xcheck_2b
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="GB (2b) X", short_name="GB (2b) X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_2b += r_val[0]
res_chances = data.xcheck_cf
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="FLY (cf) X", short_name="FLY (cf) X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_cf += r_val[0]
res_chances = data.xcheck_ss
while res_chances > 0:
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="GB (ss) X", short_name="GB (ss) X"), ch
)
res_chances -= r_val[0]
new_ratings.xcheck_ss += r_val[0]
res_chances = data.walk
while res_chances >= 1:
ch = get_chances(res_chances)
if data.strikeout > max(1 - ch, 0):
secondary = PlayResult(full_name="strikeout", short_name="so")
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["walk"], ch, secondary)
res_chances -= r_val[0]
new_ratings.walk += r_val[0]
if r_val[1] > 0:
data.strikeout -= r_val[1]
new_ratings.strikeout += r_val[1]
if r_val[0] == 0:
break
res_chances = data.homerun
retries = 0
while res_chances > 0:
if res_chances < 1 or retries > 0:
if data.double_cf > 0:
data.double_cf += res_chances
elif data.double_two > 0:
data.double_two += res_chances
elif data.triple > 0:
data.triple += res_chances
elif data.single_two > 0:
data.single_two += res_chances
elif data.single_center > 0:
data.single_center += res_chances
elif data.single_one > 0:
data.single_one += res_chances
break
ch = get_chances(res_chances)
if data.double_cf > (
data.flyout_rf_b + data.flyout_lf_b
) and data.double_cf > max(1 - ch, 0):
secondary = PLAY_RESULTS["do-cf"]
elif data.flyout_cf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-cf"]
elif data.flyout_lf_b > data.flyout_rf_b and data.flyout_lf_b > max(
1 - ch, 0
):
secondary = PLAY_RESULTS["fly-lf"]
elif data.flyout_rf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-rf"]
elif data.double_cf > max(1 - ch, 0):
secondary = PLAY_RESULTS["do-cf"]
elif data.double_three > max(1 - ch, 0):
secondary = PLAY_RESULTS["do***"]
elif data.double_two > max(1 - ch, 0):
secondary = PLAY_RESULTS["do**"]
elif data.triple > max(1 - ch, 0):
secondary = PLAY_RESULTS["tr"]
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["hr"], ch, secondary)
res_chances -= r_val[0]
new_ratings.homerun += r_val[0]
if r_val[1] > 0:
if "DO (" in secondary.short_name:
data.double_cf -= r_val[1]
new_ratings.double_cf += r_val[1]
elif "lf" in secondary.short_name:
data.flyout_lf_b -= r_val[1]
new_ratings.flyout_lf_b += r_val[1]
elif "cf" in secondary.short_name:
data.flyout_cf_b -= r_val[1]
new_ratings.flyout_cf_b += r_val[1]
elif "rf" in secondary.short_name:
data.flyout_rf_b -= r_val[1]
new_ratings.flyout_rf_b += r_val[1]
elif "***" in secondary.short_name:
data.double_three -= r_val[1]
new_ratings.double_three += r_val[1]
elif "**" in secondary.short_name:
data.double_two -= r_val[1]
new_ratings.double_two += r_val[1]
elif "TR" in secondary.short_name:
data.triple -= r_val[1]
new_ratings.triple += r_val[1]
if r_val[0] == 0:
retries += 1
res_chances = data.triple
retries = 0
while res_chances > 0:
if res_chances < 1 or retries > 0:
if data.double_cf > 0:
data.double_cf += res_chances
elif data.double_two > 0:
data.double_two += res_chances
elif data.single_two > 0:
data.single_two += res_chances
elif data.single_center > 0:
data.single_center += res_chances
elif data.single_one > 0:
data.single_one += res_chances
break
ch = get_chances(res_chances)
if data.single_two > max(1 - ch, 0):
secondary = PLAY_RESULTS["si**"]
elif data.flyout_cf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-cf"]
elif data.flyout_lf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-lf"]
elif data.flyout_rf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-rf"]
elif data.double_cf > max(1 - ch, 0):
secondary = PLAY_RESULTS["do-cf"]
elif data.double_three > max(1 - ch, 0):
secondary = PLAY_RESULTS["do***"]
elif data.double_two > max(1 - ch, 0):
secondary = PLAY_RESULTS["do**"]
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["tr"], ch, secondary)
res_chances -= r_val[0]
new_ratings.triple += r_val[0]
if r_val[1] > 0:
if "DO (" in secondary.short_name:
data.double_cf -= r_val[1]
new_ratings.double_cf += r_val[1]
elif "lf" in secondary.short_name:
data.flyout_lf_b -= r_val[1]
new_ratings.flyout_lf_b += r_val[1]
elif "cf" in secondary.short_name:
data.flyout_cf_b -= r_val[1]
new_ratings.flyout_cf_b += r_val[1]
elif "rf" in secondary.short_name:
data.flyout_rf_b -= r_val[1]
new_ratings.flyout_rf_b += r_val[1]
elif "***" in secondary.short_name:
data.double_three -= r_val[1]
new_ratings.double_three += r_val[1]
elif "SI" in secondary.short_name:
data.single_two -= r_val[1]
new_ratings.single_two += r_val[1]
elif "**" in secondary.short_name:
data.double_two -= r_val[1]
new_ratings.double_two += r_val[1]
if r_val[0] == 0:
retries += 1
res_chances = data.double_three
retries = 0
while res_chances > 0:
if res_chances < 1 or retries > 0:
if data.double_cf > 0:
data.double_cf += res_chances
elif data.double_two > 0:
data.double_two += res_chances
elif data.single_two > 0:
data.single_two += res_chances
elif data.single_center > 0:
data.single_center += res_chances
elif data.single_one > 0:
data.single_one += res_chances
break
ch = get_chances(res_chances)
if data.single_two > max(1 - ch, 0):
secondary = PLAY_RESULTS["si**"]
elif data.flyout_cf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-cf"]
elif data.flyout_lf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-lf"]
elif data.flyout_rf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-rf"]
elif data.double_cf > max(1 - ch, 0):
secondary = PLAY_RESULTS["do-cf"]
elif data.double_two > max(1 - ch, 0):
secondary = PLAY_RESULTS["do**"]
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["do***"], ch, secondary)
res_chances -= r_val[0]
new_ratings.double_three += r_val[0]
if r_val[1] > 0:
if "DO (" in secondary.short_name:
data.double_cf -= r_val[1]
new_ratings.double_cf += r_val[1]
elif "lf" in secondary.short_name:
data.flyout_lf_b -= r_val[1]
new_ratings.flyout_lf_b += r_val[1]
elif "cf" in secondary.short_name:
data.flyout_cf_b -= r_val[1]
new_ratings.flyout_cf_b += r_val[1]
elif "rf" in secondary.short_name:
data.flyout_rf_b -= r_val[1]
new_ratings.flyout_rf_b += r_val[1]
elif "SI" in secondary.short_name:
data.single_two -= r_val[1]
new_ratings.single_two += r_val[1]
elif "**" in secondary.short_name:
data.double_two -= r_val[1]
new_ratings.double_two += r_val[1]
if r_val[0] == 0:
retries += 1
res_chances = data.double_cf
retries = 0
while res_chances > 0:
if res_chances < 1 or retries > 0:
if data.double_two > 0:
data.double_two += res_chances
elif data.single_two > 0:
data.single_two += res_chances
elif data.single_center > 0:
data.single_center += res_chances
elif data.single_one > 0:
data.single_one += res_chances
break
ch = get_chances(res_chances)
if data.flyout_cf_b > max(1 - ch, 0):
secondary = PlayResult(full_name="fly (cf) B", short_name="fly B")
elif data.flyout_lf_b > max(1 - ch, 0):
secondary = PlayResult(full_name="fly (lf) B", short_name="fly B")
elif data.flyout_rf_b > max(1 - ch, 0):
secondary = PlayResult(full_name="fly (rf) B", short_name="fly b")
elif data.single_one > max(1 - ch, 0):
secondary = PLAY_RESULTS["si*"]
elif data.single_two > max(1 - ch, 0):
secondary = PLAY_RESULTS["si**"]
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["do-cf"], ch, secondary)
res_chances -= r_val[0]
new_ratings.double_cf += r_val[0]
if r_val[1] > 0:
if "lf" in secondary.full_name:
data.flyout_lf_b -= r_val[1]
new_ratings.flyout_lf_b += r_val[1]
elif "rf" in secondary.full_name:
data.flyout_rf_b -= r_val[1]
new_ratings.flyout_rf_b += r_val[1]
elif "cf" in secondary.full_name:
data.flyout_cf_b -= r_val[1]
new_ratings.flyout_cf_b += r_val[1]
elif "***" in secondary.short_name:
data.double_three -= r_val[1]
new_ratings.double_three += r_val[1]
elif "SI" in secondary.short_name:
data.single_two -= r_val[1]
new_ratings.single_two += r_val[1]
elif "**" in secondary.short_name:
data.double_two -= r_val[1]
new_ratings.double_two += r_val[1]
if r_val[0] == 0:
retries += 1
res_chances = data.double_two
retries = 0
while res_chances > 0:
if res_chances < 1 or retries > 0:
if data.single_two > 0:
data.single_two += res_chances
elif data.single_center > 0:
data.single_center += res_chances
elif data.single_one > 0:
data.single_one += res_chances
elif data.walk > 0:
data.walk += res_chances
break
ch = get_chances(res_chances)
if data.single_two > max(1 - ch, 0):
secondary = PLAY_RESULTS["si**"]
elif data.single_center > max(1 - ch, 0):
secondary = PLAY_RESULTS["si-cf"]
elif data.flyout_cf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-cf"]
elif data.flyout_lf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-lf"]
elif data.flyout_rf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-rf"]
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["do**"], ch, secondary)
res_chances -= r_val[0]
new_ratings.double_two += r_val[0]
if r_val[1] > 0:
if "lf" in secondary.full_name:
data.flyout_lf_b -= r_val[1]
new_ratings.flyout_lf_b += r_val[1]
elif "rf" in secondary.full_name:
data.flyout_rf_b -= r_val[1]
new_ratings.flyout_rf_b += r_val[1]
elif "cf" in secondary.full_name:
data.flyout_cf_b -= r_val[1]
new_ratings.flyout_cf_b += r_val[1]
elif "SI" in secondary.short_name:
data.single_two -= r_val[1]
new_ratings.single_two += r_val[1]
if r_val[0] == 0:
retries += 1
res_chances = data.single_two
retries = 0
while res_chances > 0:
if res_chances < 1 or retries > 0:
if data.single_center > 0:
data.single_center += res_chances
elif data.single_one > 0:
data.single_one += res_chances
elif data.walk > 0:
data.walk += res_chances
break
pref_mif = get_preferred_mif(new_ratings)
ch = get_chances(res_chances)
if data.groundout_a > max(1 - ch, 0):
temp_mif = get_preferred_mif(new_ratings)
pref_mif = "ss" if temp_mif == "2b" else "2b"
secondary = PlayResult(
full_name=f"gb ({pref_mif}) A", short_name=f"gb ({pref_mif}) A"
)
elif data.groundout_b > max(1 - ch, 0):
secondary = PlayResult(
full_name=f"gb ({pref_mif}) B", short_name=f"gb ({pref_mif}) B"
)
elif data.flyout_cf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-cf"]
elif data.flyout_lf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-lf"]
elif data.flyout_rf_b > max(1 - ch, 0):
secondary = PLAY_RESULTS["fly-rf"]
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["si**"], ch, secondary)
res_chances -= r_val[0]
new_ratings.single_two += r_val[0]
if r_val[1] > 0:
if "lf" in secondary.full_name:
data.flyout_lf_b -= r_val[1]
new_ratings.flyout_lf_b += r_val[1]
elif "rf" in secondary.full_name:
data.flyout_rf_b -= r_val[1]
new_ratings.flyout_rf_b += r_val[1]
elif "cf" in secondary.full_name:
data.flyout_cf_b -= r_val[1]
new_ratings.flyout_cf_b += r_val[1]
elif "B" in secondary.short_name:
data.groundout_b -= r_val[1]
new_ratings.groundout_b += r_val[1]
elif "A" in secondary.short_name:
data.groundout_a -= r_val[1]
new_ratings.groundout_a += r_val[1]
if r_val[0] == 0:
retries += 1
res_chances = data.single_center
retries = 0
while res_chances > 0:
if res_chances < 1 or retries > 0:
if data.single_one > 0:
data.single_one += res_chances
elif data.walk > 0:
data.walk += res_chances
break
ch = get_chances(res_chances)
if data.flyout_cf_b > max(1 - ch, 0):
secondary = PlayResult(full_name="fly (cf) B", short_name="fly B")
elif (
data.flyout_lf_b > max(1 - ch, 0)
and data.flyout_lf_b > data.flyout_rf_b
):
secondary = PlayResult(full_name="fly (lf) B", short_name="fly B")
elif data.flyout_rf_b > max(1 - ch, 0):
secondary = PlayResult(full_name="fly (rf) B", short_name="fly B")
elif data.flyout_lf_b > max(1 - ch, 0):
secondary = PlayResult(full_name="fly (lf) B", short_name="fly B")
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["si-cf"], ch, secondary)
res_chances -= r_val[0]
new_ratings.single_center += r_val[0]
if r_val[1] > 0:
if "CF" in secondary.short_name:
data.flyout_cf_b -= r_val[1]
new_ratings.flyout_cf_b += r_val[1]
elif "LF" in secondary.full_name:
data.flyout_lf_b -= r_val[1]
new_ratings.flyout_lf_b += r_val[1]
elif "RF" in secondary.full_name:
data.flyout_rf_b -= r_val[1]
new_ratings.flyout_rf_b += r_val[1]
if r_val[0] == 0:
retries += 1
res_chances = data.single_one
retries = 0
while res_chances > 0:
if res_chances < 1 or retries > 0:
if data.walk > 0:
data.walk += res_chances
break
pref_mif = get_preferred_mif(new_ratings)
ch = get_chances(res_chances)
if data.groundout_b > max(1 - ch, 0):
secondary = PlayResult(
full_name=f"gb ({pref_mif}) B", short_name=f"gb ({pref_mif}) B"
)
elif data.groundout_a > max(1 - ch, 0):
temp_mif = get_preferred_mif(new_ratings)
pref_mif = "ss" if temp_mif == "2b" else "2b"
secondary = PlayResult(
full_name=f"gb ({pref_mif}) A", short_name=f"gb ({pref_mif}) A"
)
else:
secondary = None
r_val = assign_pchances(card, PLAY_RESULTS["si*"], ch, secondary)
res_chances -= r_val[0]
new_ratings.single_one += r_val[0]
if r_val[1] > 0:
if "B" in secondary.short_name:
data.groundout_b -= r_val[1]
new_ratings.groundout_b += r_val[1]
elif "A" in secondary.short_name:
data.groundout_a -= r_val[1]
new_ratings.groundout_a += r_val[1]
if r_val[0] == 0:
retries += 1
res_chances = data.bp_single
retries = 0
while res_chances > 0:
if retries > 0:
break
ch = get_chances(res_chances)
r_val = assign_pchances(card, PLAY_RESULTS["bp-si"], ch)
res_chances -= r_val[0]
new_ratings.bp_single += r_val[0]
if r_val[0] == 0:
retries += 1
res_chances = data.strikeout
retries = 0
while res_chances > 0:
if retries > 0:
break
ch = get_chances(res_chances)
r_val = assign_pchances(
card, PlayResult(full_name="strikeout", short_name="so"), ch
)
res_chances -= r_val[0]
new_ratings.strikeout += r_val[0]
if r_val[0] == 0:
retries += 1
res_chances = data.flyout_cf_b
retries = 0
while res_chances > 0:
if retries > 0:
break
ch = get_chances(res_chances)
r_val = assign_pchances(card, PLAY_RESULTS["fly-cf"], ch)
res_chances -= r_val[0]
new_ratings.flyout_cf_b += r_val[0]
if r_val[0] == 0:
retries += 1
res_chances = data.flyout_lf_b
retries = 0
while res_chances > 0:
if retries > 0:
break
ch = get_chances(res_chances)
r_val = assign_pchances(card, PLAY_RESULTS["fly-lf"], ch)
res_chances -= r_val[0]
new_ratings.flyout_lf_b += r_val[0]
if r_val[0] == 0:
retries += 1
res_chances = data.flyout_rf_b
retries = 0
while res_chances > 0:
if retries > 0:
break
ch = get_chances(res_chances)
r_val = assign_pchances(card, PLAY_RESULTS["fly-rf"], ch)
res_chances -= r_val[0]
new_ratings.flyout_rf_b += r_val[0]
if r_val[0] == 0:
retries += 1
res_chances = data.groundout_a
retries = 0
while res_chances > 0:
if retries > 0:
break
temp_mif = get_preferred_mif(new_ratings)
pref_mif = "ss" if temp_mif == "2b" else "2b"
ch = get_chances(res_chances)
r_val = assign_pchances(
card,
PlayResult(
full_name=f"gb ({pref_mif}) A", short_name=f"gb ({pref_mif}) A"
),
ch,
)
res_chances -= r_val[0]
new_ratings.groundout_a += r_val[0]
if r_val[0] == 0:
retries += 1
res_chances = data.groundout_b
retries = 0
while res_chances > 0:
if retries > 0:
break
pref_mif = get_preferred_mif(new_ratings)
ch = get_chances(res_chances)
r_val = assign_pchances(
card,
PlayResult(
full_name=f"gb ({pref_mif}) B", short_name=f"gb ({pref_mif}) B"
),
ch,
)
res_chances -= r_val[0]
new_ratings.groundout_b += r_val[0]
if r_val[0] == 0:
retries += 1
plays = sorted(
[
(data.strikeout, "so"),
(data.groundout_a, "gb"),
(data.flyout_lf_b, "lf"),
(data.flyout_rf_b, "rf"),
],
key=lambda z: z[0],
reverse=True,
)
count_filler = -1
pref_mif = get_preferred_mif(new_ratings)
while not card.is_complete():
count_filler += 1
this_play = plays[count_filler % 4]
if this_play[1] == "so":
play_res = PlayResult(full_name="strikeout", short_name="strikeout")
elif this_play[1] == "gb":
this_if = "3b" if pref_mif == "ss" else "1b"
play_res = PlayResult(
full_name=f"gb ({this_if}) A", short_name=f"gb ({this_if}) A"
)
elif this_play[1] == "lf":
play_res = PLAY_RESULTS["fly-lf"]
else:
play_res = PLAY_RESULTS["fly-rf"]
r_raw = card.card_fill(play_res)
r_val = (float(r_raw[0]), float(r_raw[1]))
if this_play[1] == "so":
new_ratings.strikeout += r_val[0]
elif this_play[1] == "gb":
new_ratings.groundout_a += r_val[0]
elif this_play[1] == "lf":
new_ratings.flyout_lf_b += r_val[0]
else:
new_ratings.flyout_rf_b += r_val[0]
card.add_fatigue()
new_ratings.calculate_rate_stats()
return vl, vr