from creation_helpers import mround def total_chances(chance_data): sum_chances = 0 for key in chance_data: if key not in ['id', 'player_id', 'cardset_id', 'vs_hand', 'is_prep']: sum_chances += chance_data[key] return mround(sum_chances) def bp_singles(all_singles): if all_singles < 6: return 0 else: return 5 def wh_singles(rem_singles, hard_rate): if rem_singles == 0 or hard_rate < .2: return 0 elif hard_rate > .4: return mround(rem_singles * .666) else: return mround(rem_singles * .333) def one_singles(rem_singles, ifh_rate, force_rem): if force_rem: return mround(rem_singles) elif rem_singles == 0 or ifh_rate < .05: return 0 else: return mround(rem_singles * ifh_rate * 3) def all_homeruns(rem_hits, all_hits, hrs, hits, singles): if rem_hits == 0 or all_hits == 0 or hrs == 0 or hits - singles == 0: return 0 else: return mround(min(rem_hits, all_hits * ((hrs * 1.15) / hits))) def nd_homeruns(all_hr, hr_rate): if all_hr == 0 or hr_rate == 0: return 0 elif hr_rate > .2: return mround(all_hr * .6) else: return mround(all_hr * .25) def triples(all_xbh, tr_count, do_count): if all_xbh == 0 or tr_count == 0: return 0 else: return mround(all_xbh * (tr_count / (tr_count + do_count))) def two_doubles(all_doubles, soft_rate): if all_doubles == 0 or soft_rate == 0: return 0 elif soft_rate > .2: return mround(all_doubles / 2) else: return mround(all_doubles / 4) def hit_by_pitch(other_ob, hbps, walks): if hbps == 0 or other_ob * (hbps / (hbps + walks)) < 1: return 0 else: return mround(other_ob * (hbps / (hbps + walks)), base=1.0) def strikeouts(all_outs, k_rate): if all_outs == 0 or k_rate == 0: return 0 else: return mround(all_outs * k_rate) def flyout_a(all_flyouts, hard_rate): if all_flyouts == 0 or hard_rate < .4: return 0 else: return 1 def flyout_bq(rem_flyouts, soft_rate): if rem_flyouts == 0 or soft_rate < .1: return 0 else: return mround(rem_flyouts * soft_rate * 3) def flyout_b(rem_flyouts, pull_rate, cent_rate): if rem_flyouts == 0 or pull_rate == 0: return 0 else: return mround(rem_flyouts * (pull_rate + cent_rate / 2)) def popouts(rem_outs, iffb_rate): if rem_outs == 0 or iffb_rate * rem_outs < 1: return 0 else: return mround(rem_outs * iffb_rate) def groundball_a(all_groundouts, gidps, abs): if all_groundouts == 0 or gidps == 0: return 0 else: return mround((min(gidps ** 2.5, abs) / abs) * all_groundouts) def groundball_c(rem_groundouts, med_rate): if rem_groundouts == 0 or med_rate < .4: return 0 elif med_rate > .6: return mround(rem_groundouts) else: return mround(rem_groundouts * med_rate) def stealing(chances: int, sb2s: int, cs2s: int, sb3s: int, cs3s: int, season_pct: float): if chances == 0 or sb2s + cs2s == 0: return 0, 0, False, 0 total_attempts = sb2s + cs2s + sb3s + cs3s attempt_pct = total_attempts / chances if attempt_pct >= .08: st_auto = True else: st_auto = False # chance_odds = [x / 36 for x in range(1, 36)] st_jump = 0 for x in range(1, 37): if attempt_pct * 1.5 <= x / 36: st_jump = x / 36 break st_high = mround(20 * (sb2s / (sb2s + cs2s + cs2s))) if st_high <= 10: st_auto = False if sb3s + cs3s < max((3 * season_pct), 1): st_low = 3 else: st_low = mround(16 * ((sb2s + sb3s) / (sb2s + sb3s + cs2s * 2 + cs3s * 2))) if not st_auto: st_low = min(st_low, 10) if st_low >= st_high - 3: if st_high == 0: st_low = 0 st_jump = 0 elif st_high <= 3: st_high = 4 st_low = 1 else: st_low = st_high - 3 # if ((st_high - 7) > st_low) and st_high > 7: # st_low = st_high - 7 return round(st_low), round(st_high), st_auto, st_jump def stealing_line(steal_data: dict): sd = steal_data jump_chances = round(sd[3] * 36) if jump_chances == 0: good_jump = '-' elif jump_chances <= 6: if jump_chances == 6: good_jump = 7 elif jump_chances == 5: good_jump = 6 elif jump_chances == 4: good_jump = 5 elif jump_chances == 3: good_jump = 4 elif jump_chances == 2: good_jump = 3 elif jump_chances == 1: good_jump = 2 elif jump_chances == 7: good_jump = '4,5' elif jump_chances == 8: good_jump = '4,6' elif jump_chances == 9: good_jump = '3-5' elif jump_chances == 10: good_jump = '2-5' elif jump_chances == 11: good_jump = '6,7' elif jump_chances == 12: good_jump = '4-6' elif jump_chances == 13: good_jump = '2,4-6' elif jump_chances == 14: good_jump = '3-6' elif jump_chances == 15: good_jump = '2-6' elif jump_chances == 16: good_jump = '2,5-6' elif jump_chances == 17: good_jump = '3,5-6' elif jump_chances == 18: good_jump = '4-6' elif jump_chances == 19: good_jump = '2,4-7' elif jump_chances == 20: good_jump = '3-7' elif jump_chances == 21: good_jump = '2-7' elif jump_chances == 22: good_jump = '2-7,12' elif jump_chances == 23: good_jump = '2-7,11' elif jump_chances == 24: good_jump = '2,4-8' elif jump_chances == 25: good_jump = '3-8' elif jump_chances == 26: good_jump = '2-8' elif jump_chances == 27: good_jump = '2-8,12' elif jump_chances == 28: good_jump = '2-8,11' elif jump_chances == 29: good_jump = '3-9' elif jump_chances == 30: good_jump = '2-9' elif jump_chances == 31: good_jump = '2-9,12' elif jump_chances == 32: good_jump = '2-9,11' elif jump_chances == 33: good_jump = '2-10' elif jump_chances == 34: good_jump = '3-11' elif jump_chances == 35: good_jump = '2-11' else: good_jump = '2-12' return f'{"*" if sd[2] else ""}{good_jump}/- ({sd[1] if sd[1] else "-"}-{sd[0] if sd[0] else "-"})' def running(extra_base_pct: str): if extra_base_pct == '': return 8 xb_pct = float(extra_base_pct.strip("%")) / 100 return round(8 + (10 * xb_pct))