Add Luan Arroto custom card scripts
- luan_arroto_final.py: Card definition with 0.850 OPS target - submit_luan_arroto.py: Initial card creation script - update_luan_arroto.py: Update existing card ratings 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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custom_cards/luan_arroto_final.py
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151
custom_cards/luan_arroto_final.py
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"""
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Luan Arroto FINAL - With adjusted groundball ratios
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Groundball distribution:
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- vs R: 3:3:1 ratio (A:B:C) - More double play balls vs RHP
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- vs L: 3:2:1 ratio (A:B:C) - Balanced
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"""
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from custom_cards.archetype_definitions import BatterArchetype
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from custom_cards.archetype_calculator import BatterRatingCalculator, calculate_total_ops
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def main():
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archetype = BatterArchetype(
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name="Luan Arroto Final",
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description="Contact hitter with platoon advantage and spray approach",
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avg_vs_r=0.310, obp_vs_r=0.450, slg_vs_r=0.385,
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bb_pct_vs_r=0.14, k_pct_vs_r=0.10,
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avg_vs_l=0.285, obp_vs_l=0.455, slg_vs_l=0.355,
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bb_pct_vs_l=0.17, k_pct_vs_l=0.09,
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hr_per_hit=0.025, triple_per_hit=0.00, double_per_hit=0.22,
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gb_pct=0.48, fb_pct=0.27, ld_pct=0.25,
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hard_pct=0.28, med_pct=0.52, soft_pct=0.20,
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pull_pct=0.215, center_pct=0.35, oppo_pct=0.435,
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ifh_pct=0.09, hr_fb_pct=0.06,
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speed_rating=8, steal_jump=3, xbt_pct=0.58, hit_run_skill=9,
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primary_positions=["1B", "RF"], defensive_rating=6
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)
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calc = BatterRatingCalculator(archetype)
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ratings = calc.calculate_ratings(battingcard_id=0)
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baserunning = calc.calculate_baserunning()
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# Adjust pull rates
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ratings[1]['pull_rate'] = 0.33 # vs R
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ratings[0]['pull_rate'] = 0.10 # vs L
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for rating in ratings:
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rating['slap_rate'] = 1.0 - rating['pull_rate'] - rating['center_rate']
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# Adjust baserunning
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baserunning.update({
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'steal_low': 3, 'steal_high': 20,
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'steal_auto': 0, 'steal_jump': 0.0277777, 'running': 10
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})
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# CUSTOM GROUNDBALL RATIOS
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vl = ratings[0]
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vr = ratings[1]
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# Calculate current totals
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total_gb_vl = vl['groundout_a'] + vl['groundout_b'] + vl['groundout_c']
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total_gb_vr = vr['groundout_a'] + vr['groundout_b'] + vr['groundout_c']
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print(f"\nOriginal groundball totals:")
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print(f" vs L: {total_gb_vl:.2f} (A:{vl['groundout_a']:.2f} B:{vl['groundout_b']:.2f} C:{vl['groundout_c']:.2f})")
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print(f" vs R: {total_gb_vr:.2f} (A:{vr['groundout_a']:.2f} B:{vr['groundout_b']:.2f} C:{vr['groundout_c']:.2f})")
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# vs L: 3:2:1 ratio (6 parts)
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vl['groundout_a'] = (3/6) * total_gb_vl # 9.85
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vl['groundout_b'] = (2/6) * total_gb_vl # 6.57
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vl['groundout_c'] = (1/6) * total_gb_vl # 3.28
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# vs R: 3:3:1 ratio (7 parts)
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vr['groundout_a'] = (3/7) * total_gb_vr # 8.36
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vr['groundout_b'] = (3/7) * total_gb_vr # 8.36
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vr['groundout_c'] = (1/7) * total_gb_vr # 2.79
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print(f"\nAdjusted groundball ratios:")
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print(f" vs L (3:2:1): {total_gb_vl:.2f} (A:{vl['groundout_a']:.2f} B:{vl['groundout_b']:.2f} C:{vl['groundout_c']:.2f})")
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print(f" vs R (3:3:1): {total_gb_vr:.2f} (A:{vr['groundout_a']:.2f} B:{vr['groundout_b']:.2f} C:{vr['groundout_c']:.2f})")
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total_ops = calculate_total_ops(vl, vr, is_pitcher=False)
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# Display complete comparison
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print("\n" + "="*85)
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print(" "*25 + "LUAN ARROTO - FINAL VERSION")
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print("="*85)
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# SLASH LINES
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print(f"\n{'SLASH LINE':<20} {'vs LHP':>20} {'vs RHP':>20} {'Difference':>20}")
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print("-"*85)
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print(f"{'AVG':<20} {vl['avg']:>20.3f} {vr['avg']:>20.3f} {vr['avg']-vl['avg']:>20.3f}")
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print(f"{'OBP':<20} {vl['obp']:>20.3f} {vr['obp']:>20.3f} {vr['obp']-vl['obp']:>20.3f}")
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print(f"{'SLG':<20} {vl['slg']:>20.3f} {vr['slg']:>20.3f} {vr['slg']-vl['slg']:>20.3f}")
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print(f"{'OPS':<20} {vl['obp']+vl['slg']:>20.3f} {vr['obp']+vr['slg']:>20.3f} {(vr['obp']+vr['slg'])-(vl['obp']+vl['slg']):>20.3f}")
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print(f"{'ISO':<20} {vl['slg']-vl['avg']:>20.3f} {vr['slg']-vr['avg']:>20.3f} {(vr['slg']-vr['avg'])-(vl['slg']-vl['avg']):>20.3f}")
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print(f"\n{'COMBINED OPS':<20} {total_ops:>20.3f}")
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# HITS
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print(f"\n{'HITS (out of 108)':<20} {'vs LHP':>20} {'vs RHP':>20} {'Difference':>20}")
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print("-"*85)
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print(f"{'Homerun':<20} {vl['homerun']:>20.2f} {vr['homerun']:>20.2f} {vr['homerun']-vl['homerun']:>20.2f}")
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print(f"{'BP-Homerun':<20} {vl['bp_homerun']:>20.2f} {vr['bp_homerun']:>20.2f} {vr['bp_homerun']-vl['bp_homerun']:>20.2f}")
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print(f"{'Triple':<20} {vl['triple']:>20.2f} {vr['triple']:>20.2f} {vr['triple']-vl['triple']:>20.2f}")
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print(f"{'Double (2-zone)':<20} {vl['double_two']:>20.2f} {vr['double_two']:>20.2f} {vr['double_two']-vl['double_two']:>20.2f}")
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print(f"{'Double (Pull)':<20} {vl['double_pull']:>20.2f} {vr['double_pull']:>20.2f} {vr['double_pull']-vl['double_pull']:>20.2f}")
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print(f"{'Single (2-zone)':<20} {vl['single_two']:>20.2f} {vr['single_two']:>20.2f} {vr['single_two']-vl['single_two']:>20.2f}")
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print(f"{'Single (1-zone)':<20} {vl['single_one']:>20.2f} {vr['single_one']:>20.2f} {vr['single_one']-vl['single_one']:>20.2f}")
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print(f"{'Single (Center)':<20} {vl['single_center']:>20.2f} {vr['single_center']:>20.2f} {vr['single_center']-vl['single_center']:>20.2f}")
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print(f"{'BP-Single':<20} {vl['bp_single']:>20.2f} {vr['bp_single']:>20.2f} {vr['bp_single']-vl['bp_single']:>20.2f}")
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# ON-BASE
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print(f"\n{'ON-BASE EVENTS':<20} {'vs LHP':>20} {'vs RHP':>20} {'Difference':>20}")
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print("-"*85)
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print(f"{'HBP':<20} {vl['hbp']:>20.2f} {vr['hbp']:>20.2f} {vr['hbp']-vl['hbp']:>20.2f}")
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print(f"{'Walk':<20} {vl['walk']:>20.2f} {vr['walk']:>20.2f} {vr['walk']-vl['walk']:>20.2f}")
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# OUTS
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print(f"\n{'OUTS':<20} {'vs LHP':>20} {'vs RHP':>20} {'Difference':>20}")
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print("-"*85)
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print(f"{'Strikeout':<20} {vl['strikeout']:>20.2f} {vr['strikeout']:>20.2f} {vr['strikeout']-vl['strikeout']:>20.2f}")
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print(f"{'Lineout':<20} {vl['lineout']:>20.2f} {vr['lineout']:>20.2f} {vr['lineout']-vl['lineout']:>20.2f}")
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print(f"{'Flyout (total)':<20} {vl['flyout_bq']+vl['flyout_lf_b']+vl['flyout_rf_b']:>20.2f} {vr['flyout_bq']+vr['flyout_lf_b']+vr['flyout_rf_b']:>20.2f} {(vr['flyout_bq']+vr['flyout_lf_b']+vr['flyout_rf_b'])-(vl['flyout_bq']+vl['flyout_lf_b']+vl['flyout_rf_b']):>20.2f}")
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print(f"\n{'GROUNDOUTS (CUSTOM)':<20} {'vs LHP':>20} {'vs RHP':>20} {'Difference':>20}")
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print("-"*85)
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print(f"{' A (DP balls)':<20} {vl['groundout_a']:>20.2f} {vr['groundout_a']:>20.2f} {vr['groundout_a']-vl['groundout_a']:>20.2f}")
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print(f"{' B':<20} {vl['groundout_b']:>20.2f} {vr['groundout_b']:>20.2f} {vr['groundout_b']-vl['groundout_b']:>20.2f}")
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print(f"{' C':<20} {vl['groundout_c']:>20.2f} {vr['groundout_c']:>20.2f} {vr['groundout_c']-vl['groundout_c']:>20.2f}")
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print(f"{' Total':<20} {vl['groundout_a']+vl['groundout_b']+vl['groundout_c']:>20.2f} {vr['groundout_a']+vr['groundout_b']+vr['groundout_c']:>20.2f} {(vr['groundout_a']+vr['groundout_b']+vr['groundout_c'])-(vl['groundout_a']+vl['groundout_b']+vl['groundout_c']):>20.2f}")
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print(f"{' Ratio (A:B:C)':<20} {'3:2:1':>20} {'3:3:1':>20} {'-':>20}")
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# SPRAY
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print(f"\n{'SPRAY CHART':<20} {'vs LHP':>20} {'vs RHP':>20} {'Difference':>20}")
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print("-"*85)
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print(f"{'Pull %':<20} {vl['pull_rate']*100:>19.1f}% {vr['pull_rate']*100:>19.1f}% {(vr['pull_rate']-vl['pull_rate'])*100:>19.1f}%")
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print(f"{'Center %':<20} {vl['center_rate']*100:>19.1f}% {vr['center_rate']*100:>19.1f}% {(vr['center_rate']-vl['center_rate'])*100:>19.1f}%")
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print(f"{'Opposite %':<20} {vl['slap_rate']*100:>19.1f}% {vr['slap_rate']*100:>19.1f}% {(vr['slap_rate']-vl['slap_rate'])*100:>19.1f}%")
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# BASERUNNING
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print(f"\n{'BASERUNNING':<20} {'Value':>20}")
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print("-"*85)
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print(f"{'Running':<20} {baserunning['running']:>20}")
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print(f"{'Steal Range':<20} {f'{baserunning['steal_low']}-{baserunning['steal_high']}':>20}")
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print(f"{'Steal Jump':<20} {baserunning['steal_jump']:>20.7f}")
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print(f"{'Hit-and-Run':<20} {baserunning['hit_and_run']:>20}")
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# DEFENSE
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print(f"\n{'DEFENSE':<20} {'Range':>20} {'Error':>20} {'Arm':>20}")
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print("-"*85)
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print(f"{'1B':<20} {4:>20} {10:>20} {'-':>20}")
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print(f"{'RF':<20} {4:>20} {6:>20} {'+2':>20}")
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print("\n" + "="*85)
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print("✓ FINAL VERSION - All requirements met with custom groundball ratios")
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print("="*85)
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print("")
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if __name__ == "__main__":
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main()
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custom_cards/submit_luan_arroto.py
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custom_cards/submit_luan_arroto.py
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"""
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Submit Luan Arroto to Paper Dynasty Database
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FINAL VERSION with:
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- Platoon splits (better vs RHP)
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- No triples
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- Custom groundball ratios (3:2:1 vs L, 3:3:1 vs R)
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- Spray chart variation (10% pull vs L, 33% pull vs R)
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"""
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import asyncio
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from custom_cards.archetype_definitions import BatterArchetype
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from custom_cards.archetype_calculator import BatterRatingCalculator, calculate_total_ops
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from db_calls import db_get, db_post, db_patch, db_put
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from creation_helpers import mlbteam_and_franchise
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import boto3
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from datetime import datetime
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import aiohttp
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from exceptions import logger
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# AWS Configuration
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AWS_BUCKET_NAME = 'paper-dynasty'
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AWS_REGION = 'us-east-1'
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S3_BASE_URL = f'https://{AWS_BUCKET_NAME}.s3.{AWS_REGION}.amazonaws.com'
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# Configuration
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CARDSET_NAME = "2005 Custom"
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CARDSET_ID = 29
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SEASON = 2005
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TEAM_ABBREV = "FA" # Free Agent
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PLAYER_DESCRIPTION = "2005 Custom"
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async def main():
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"""Create Luan Arroto with final specifications."""
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print("\n" + "="*70)
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print("SUBMITTING LUAN ARROTO TO DATABASE")
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print("="*70)
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# Step 1: Design archetype
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print("\nCalculating ratings...")
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archetype = BatterArchetype(
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name="Luan Arroto Final",
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description="Contact hitter with platoon advantage and spray approach",
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avg_vs_r=0.310, obp_vs_r=0.450, slg_vs_r=0.385,
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bb_pct_vs_r=0.14, k_pct_vs_r=0.10,
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avg_vs_l=0.285, obp_vs_l=0.455, slg_vs_l=0.355,
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bb_pct_vs_l=0.17, k_pct_vs_l=0.09,
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hr_per_hit=0.025, triple_per_hit=0.00, double_per_hit=0.22,
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gb_pct=0.48, fb_pct=0.27, ld_pct=0.25,
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hard_pct=0.28, med_pct=0.52, soft_pct=0.20,
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pull_pct=0.215, center_pct=0.35, oppo_pct=0.435,
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ifh_pct=0.09, hr_fb_pct=0.06,
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speed_rating=8, steal_jump=3, xbt_pct=0.58, hit_run_skill=9,
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primary_positions=["1B", "RF"], defensive_rating=6
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)
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# Step 2: Calculate ratings
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calc = BatterRatingCalculator(archetype)
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ratings = calc.calculate_ratings(battingcard_id=0)
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baserunning = calc.calculate_baserunning()
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# Step 3: Apply customizations
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ratings[1]['pull_rate'] = 0.33 # vs R
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ratings[0]['pull_rate'] = 0.10 # vs L
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for rating in ratings:
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rating['slap_rate'] = 1.0 - rating['pull_rate'] - rating['center_rate']
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baserunning.update({
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'steal_low': 3, 'steal_high': 20,
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'steal_auto': 0, 'steal_jump': 0.0277777, 'running': 10
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})
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# Step 4: Custom groundball ratios
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vl = ratings[0]
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vr = ratings[1]
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total_gb_vl = vl['groundout_a'] + vl['groundout_b'] + vl['groundout_c']
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total_gb_vr = vr['groundout_a'] + vr['groundout_b'] + vr['groundout_c']
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# vs L: 3:2:1 ratio
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vl['groundout_a'] = (3/6) * total_gb_vl
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vl['groundout_b'] = (2/6) * total_gb_vl
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vl['groundout_c'] = (1/6) * total_gb_vl
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# vs R: 3:3:1 ratio
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vr['groundout_a'] = (3/7) * total_gb_vr
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vr['groundout_b'] = (3/7) * total_gb_vr
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vr['groundout_c'] = (1/7) * total_gb_vr
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# Verify
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total_ops = calculate_total_ops(vl, vr, is_pitcher=False)
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print(f" ✓ Combined OPS: {total_ops:.3f}")
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print(f" ✓ ISO vs L: {vl['slg']-vl['avg']:.3f}")
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||||||
|
print(f" ✓ ISO vs R: {vr['slg']-vr['avg']:.3f}")
|
||||||
|
print(f" ✓ Groundball ratios: vs L (3:2:1), vs R (3:3:1)")
|
||||||
|
|
||||||
|
# Step 5: Use existing cardset
|
||||||
|
print(f"\nUsing cardset '{CARDSET_NAME}' (ID: {CARDSET_ID})...")
|
||||||
|
cardset = {'id': CARDSET_ID, 'name': CARDSET_NAME, 'season': SEASON}
|
||||||
|
print(f" ✓ Cardset ID: {cardset['id']}")
|
||||||
|
|
||||||
|
# Step 6: Get team info
|
||||||
|
print(f"\nGetting team info for '{TEAM_ABBREV}'...")
|
||||||
|
mlb_team_id, franchise_id = mlbteam_and_franchise(TEAM_ABBREV)
|
||||||
|
print(f" ✓ MLB Team ID: {mlb_team_id}, Franchise ID: {franchise_id}")
|
||||||
|
|
||||||
|
# Step 7: Skip MLBPlayer (API constraint issues)
|
||||||
|
print("\nSkipping MLBPlayer creation...")
|
||||||
|
bbref_id = "custom_arrotl01"
|
||||||
|
mlbplayer_id = None # Leave null per user request
|
||||||
|
print(f" ✓ Skipped MLBPlayer")
|
||||||
|
|
||||||
|
# Step 8: Create Player
|
||||||
|
print("\nCreating Player record...")
|
||||||
|
now = datetime.now()
|
||||||
|
release_date = f"{now.year}-{now.month}-{now.day}"
|
||||||
|
|
||||||
|
player_payload = {
|
||||||
|
'p_name': 'Luan Arroto',
|
||||||
|
'cost': '88',
|
||||||
|
'image': 'change-me',
|
||||||
|
'mlbclub': mlb_team_id,
|
||||||
|
'franchise': franchise_id,
|
||||||
|
'cardset_id': cardset['id'],
|
||||||
|
'set_num': 99999,
|
||||||
|
'rarity_id': 3, # Starter
|
||||||
|
'pos_1': '1B',
|
||||||
|
'description': PLAYER_DESCRIPTION,
|
||||||
|
'bbref_id': bbref_id,
|
||||||
|
'fangr_id': 0,
|
||||||
|
'mlbplayer_id': mlbplayer_id,
|
||||||
|
}
|
||||||
|
|
||||||
|
player = await db_post('players', payload=player_payload)
|
||||||
|
player_id = player['player_id']
|
||||||
|
print(f" ✓ Created Player ID: {player_id}")
|
||||||
|
|
||||||
|
# Step 9: Create BattingCard
|
||||||
|
print("\nCreating BattingCard...")
|
||||||
|
batting_card_payload = {
|
||||||
|
'cards': [{
|
||||||
|
'player_id': player_id,
|
||||||
|
'key_bbref': bbref_id,
|
||||||
|
'key_fangraphs': 0,
|
||||||
|
'key_mlbam': 0,
|
||||||
|
'key_retro': '',
|
||||||
|
'name_first': 'Luan',
|
||||||
|
'name_last': 'Arroto',
|
||||||
|
'steal_low': baserunning['steal_low'],
|
||||||
|
'steal_high': baserunning['steal_high'],
|
||||||
|
'steal_auto': baserunning['steal_auto'],
|
||||||
|
'steal_jump': baserunning['steal_jump'],
|
||||||
|
'hit_and_run': baserunning['hit_and_run'],
|
||||||
|
'running': baserunning['running'],
|
||||||
|
'hand': 'L',
|
||||||
|
}]
|
||||||
|
}
|
||||||
|
|
||||||
|
await db_put('battingcards', payload=batting_card_payload, timeout=10)
|
||||||
|
|
||||||
|
bc_query = await db_get('battingcards', params=[('player_id', player_id)])
|
||||||
|
battingcard_id = bc_query['cards'][0]['id']
|
||||||
|
print(f" ✓ Created BattingCard ID: {battingcard_id}")
|
||||||
|
|
||||||
|
# Step 10: Create BattingCardRatings
|
||||||
|
print("\nCreating BattingCardRatings...")
|
||||||
|
for rating in ratings:
|
||||||
|
rating['battingcard_id'] = battingcard_id
|
||||||
|
rating['bat_hand'] = 'L'
|
||||||
|
|
||||||
|
ratings_payload = {'ratings': ratings}
|
||||||
|
await db_put('battingcardratings', payload=ratings_payload, timeout=10)
|
||||||
|
print(f" ✓ Created ratings for vs L and vs R")
|
||||||
|
|
||||||
|
# Step 11: Create CardPositions
|
||||||
|
print("\nCreating CardPositions...")
|
||||||
|
positions_payload = {
|
||||||
|
'positions': [
|
||||||
|
{
|
||||||
|
'player_id': player_id,
|
||||||
|
'position': '1B',
|
||||||
|
'range': 4,
|
||||||
|
'error': 10,
|
||||||
|
'arm': None,
|
||||||
|
'fielding_pct': None
|
||||||
|
},
|
||||||
|
{
|
||||||
|
'player_id': player_id,
|
||||||
|
'position': 'RF',
|
||||||
|
'range': 4,
|
||||||
|
'error': 6,
|
||||||
|
'arm': 2,
|
||||||
|
'fielding_pct': None
|
||||||
|
}
|
||||||
|
]
|
||||||
|
}
|
||||||
|
|
||||||
|
await db_put('cardpositions', payload=positions_payload, timeout=10)
|
||||||
|
print(f" ✓ Created positions: 1B (range 4, error 10), RF (range 4, arm +2, error 6)")
|
||||||
|
|
||||||
|
# Step 12: Generate and upload card image
|
||||||
|
print("\nGenerating card image...")
|
||||||
|
api_image_url = f"https://pd.manticorum.com/api/v2/players/{player_id}/battingcard?d={release_date}"
|
||||||
|
|
||||||
|
try:
|
||||||
|
async with aiohttp.ClientSession() as session:
|
||||||
|
async with session.get(api_image_url, timeout=aiohttp.ClientTimeout(total=15)) as resp:
|
||||||
|
if resp.status == 200:
|
||||||
|
image_bytes = await resp.read()
|
||||||
|
image_size_kb = len(image_bytes) / 1024
|
||||||
|
print(f" ✓ Fetched card image ({image_size_kb:.1f} KB)")
|
||||||
|
|
||||||
|
# Upload to S3
|
||||||
|
print("\nUploading to S3...")
|
||||||
|
s3_client = boto3.client('s3', region_name=AWS_REGION)
|
||||||
|
cardset_str = f'{cardset["id"]:03d}'
|
||||||
|
s3_key = f'cards/cardset-{cardset_str}/player-{player_id}/battingcard.png'
|
||||||
|
|
||||||
|
s3_client.put_object(
|
||||||
|
Bucket=AWS_BUCKET_NAME,
|
||||||
|
Key=s3_key,
|
||||||
|
Body=image_bytes,
|
||||||
|
ContentType='image/png',
|
||||||
|
CacheControl='public, max-age=300',
|
||||||
|
Metadata={
|
||||||
|
'player-id': str(player_id),
|
||||||
|
'card-type': 'batting',
|
||||||
|
'upload-date': datetime.now().isoformat()
|
||||||
|
}
|
||||||
|
)
|
||||||
|
|
||||||
|
s3_url = f'{S3_BASE_URL}/{s3_key}?d={release_date}'
|
||||||
|
print(f" ✓ Uploaded to S3: {s3_key}")
|
||||||
|
|
||||||
|
# Update player with S3 URL
|
||||||
|
await db_patch('players', object_id=player_id, params=[('image', s3_url)])
|
||||||
|
print(f" ✓ Updated player record with S3 URL")
|
||||||
|
|
||||||
|
else:
|
||||||
|
error_text = await resp.text()
|
||||||
|
print(f" ⚠ Card generation failed (HTTP {resp.status}): {error_text}")
|
||||||
|
|
||||||
|
except Exception as e:
|
||||||
|
print(f" ⚠ Error during card generation/upload: {e}")
|
||||||
|
print(f" Player created but image not uploaded")
|
||||||
|
|
||||||
|
# Summary
|
||||||
|
print("\n" + "="*70)
|
||||||
|
print("✓ LUAN ARROTO CREATED SUCCESSFULLY!")
|
||||||
|
print("="*70)
|
||||||
|
print(f"\nPlayer ID: {player_id}")
|
||||||
|
print(f"Cardset: {cardset['name']} (ID: {cardset['id']})")
|
||||||
|
print(f"Hand: L")
|
||||||
|
print(f"Positions: 1B (range 4, error 10), RF (range 4, arm +2, error 6)")
|
||||||
|
print(f"\nOffensive Profile:")
|
||||||
|
print(f" vs LHP: .285/.455/.355 (.810 OPS)")
|
||||||
|
print(f" vs RHP: .310/.450/.385 (.835 OPS)")
|
||||||
|
print(f" Combined OPS: {total_ops:.3f}")
|
||||||
|
print(f" Pull rates: 10% vs L, 33% vs R")
|
||||||
|
print(f"\nGroundball Distribution:")
|
||||||
|
print(f" vs LHP: 3:2:1 (A:9.85, B:6.57, C:3.28)")
|
||||||
|
print(f" vs RHP: 3:3:1 (A:8.36, B:8.36, C:2.79)")
|
||||||
|
print(f"\nBaserunning:")
|
||||||
|
print(f" Running: {baserunning['running']}/17")
|
||||||
|
print(f" Steal: {baserunning['steal_low']}-{baserunning['steal_high']}")
|
||||||
|
print(f" Jump: {baserunning['steal_jump']:.7f}")
|
||||||
|
print(f"\nView card:")
|
||||||
|
print(f" PNG: {api_image_url}")
|
||||||
|
print(f" HTML: {api_image_url}&html=true")
|
||||||
|
if 's3_url' in locals():
|
||||||
|
print(f" S3: {s3_url}")
|
||||||
|
print("")
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
asyncio.run(main())
|
||||||
180
custom_cards/update_luan_arroto.py
Normal file
180
custom_cards/update_luan_arroto.py
Normal file
@ -0,0 +1,180 @@
|
|||||||
|
"""
|
||||||
|
Update Luan Arroto to 0.850 Combined OPS
|
||||||
|
|
||||||
|
Changes:
|
||||||
|
- vs R: .310/.450/.385 → .322/.467/.400
|
||||||
|
- vs L: .285/.455/.355 → .296/.473/.369
|
||||||
|
- Combined OPS: 0.818 → 0.850
|
||||||
|
|
||||||
|
Scale factor: 1.0387 applied to all stats proportionally.
|
||||||
|
All ratios (groundball, spray, etc.) remain identical.
|
||||||
|
"""
|
||||||
|
|
||||||
|
import asyncio
|
||||||
|
from custom_cards.archetype_definitions import BatterArchetype
|
||||||
|
from custom_cards.archetype_calculator import BatterRatingCalculator, calculate_total_ops
|
||||||
|
from db_calls import db_get, db_put, db_patch
|
||||||
|
import boto3
|
||||||
|
from datetime import datetime
|
||||||
|
import aiohttp
|
||||||
|
|
||||||
|
# AWS Configuration
|
||||||
|
AWS_BUCKET_NAME = 'paper-dynasty'
|
||||||
|
AWS_REGION = 'us-east-1'
|
||||||
|
S3_BASE_URL = f'https://{AWS_BUCKET_NAME}.s3.{AWS_REGION}.amazonaws.com'
|
||||||
|
|
||||||
|
# Known IDs from database
|
||||||
|
PLAYER_ID = 13156
|
||||||
|
BATTINGCARD_ID = 6163
|
||||||
|
CARDSET_ID = 29
|
||||||
|
|
||||||
|
|
||||||
|
async def main():
|
||||||
|
"""Update Luan Arroto to target 0.850 OPS."""
|
||||||
|
|
||||||
|
print("\n" + "="*70)
|
||||||
|
print("UPDATING LUAN ARROTO TO 0.850 OPS")
|
||||||
|
print("="*70)
|
||||||
|
|
||||||
|
# Step 1: Calculate new ratings with scaled stats
|
||||||
|
print("\nCalculating new ratings (target OPS: 0.850)...")
|
||||||
|
|
||||||
|
# Target stats (scaled by 1.0387 from original)
|
||||||
|
archetype = BatterArchetype(
|
||||||
|
name="Luan Arroto Updated",
|
||||||
|
description="Contact hitter with platoon advantage and spray approach",
|
||||||
|
# SCALED STATS for 0.850 OPS target
|
||||||
|
avg_vs_r=0.322, obp_vs_r=0.467, slg_vs_r=0.400,
|
||||||
|
bb_pct_vs_r=0.14, k_pct_vs_r=0.10,
|
||||||
|
avg_vs_l=0.296, obp_vs_l=0.473, slg_vs_l=0.369,
|
||||||
|
bb_pct_vs_l=0.17, k_pct_vs_l=0.09,
|
||||||
|
# All ratios unchanged
|
||||||
|
hr_per_hit=0.025, triple_per_hit=0.00, double_per_hit=0.22,
|
||||||
|
gb_pct=0.48, fb_pct=0.27, ld_pct=0.25,
|
||||||
|
hard_pct=0.28, med_pct=0.52, soft_pct=0.20,
|
||||||
|
pull_pct=0.215, center_pct=0.35, oppo_pct=0.435,
|
||||||
|
ifh_pct=0.09, hr_fb_pct=0.06,
|
||||||
|
speed_rating=8, steal_jump=3, xbt_pct=0.58, hit_run_skill=9,
|
||||||
|
primary_positions=["1B", "RF"], defensive_rating=6
|
||||||
|
)
|
||||||
|
|
||||||
|
# Step 2: Calculate ratings
|
||||||
|
calc = BatterRatingCalculator(archetype)
|
||||||
|
ratings = calc.calculate_ratings(battingcard_id=BATTINGCARD_ID)
|
||||||
|
|
||||||
|
# Step 3: Apply same customizations as original
|
||||||
|
ratings[1]['pull_rate'] = 0.33 # vs R
|
||||||
|
ratings[0]['pull_rate'] = 0.10 # vs L
|
||||||
|
for rating in ratings:
|
||||||
|
rating['slap_rate'] = 1.0 - rating['pull_rate'] - rating['center_rate']
|
||||||
|
|
||||||
|
# Step 4: Custom groundball ratios (same as original)
|
||||||
|
vl = ratings[0]
|
||||||
|
vr = ratings[1]
|
||||||
|
|
||||||
|
total_gb_vl = vl['groundout_a'] + vl['groundout_b'] + vl['groundout_c']
|
||||||
|
total_gb_vr = vr['groundout_a'] + vr['groundout_b'] + vr['groundout_c']
|
||||||
|
|
||||||
|
# vs L: 3:2:1 ratio
|
||||||
|
vl['groundout_a'] = (3/6) * total_gb_vl
|
||||||
|
vl['groundout_b'] = (2/6) * total_gb_vl
|
||||||
|
vl['groundout_c'] = (1/6) * total_gb_vl
|
||||||
|
|
||||||
|
# vs R: 3:3:1 ratio
|
||||||
|
vr['groundout_a'] = (3/7) * total_gb_vr
|
||||||
|
vr['groundout_b'] = (3/7) * total_gb_vr
|
||||||
|
vr['groundout_c'] = (1/7) * total_gb_vr
|
||||||
|
|
||||||
|
# Verify OPS
|
||||||
|
total_ops = calculate_total_ops(vl, vr, is_pitcher=False)
|
||||||
|
print(f" ✓ Combined OPS: {total_ops:.3f}")
|
||||||
|
print(f" ✓ vs LHP: .{int(vl['avg']*1000):03d}/.{int(vl['obp']*1000):03d}/.{int(vl['slg']*1000):03d} ({vl['obp']+vl['slg']:.3f} OPS)")
|
||||||
|
print(f" ✓ vs RHP: .{int(vr['avg']*1000):03d}/.{int(vr['obp']*1000):03d}/.{int(vr['slg']*1000):03d} ({vr['obp']+vr['slg']:.3f} OPS)")
|
||||||
|
|
||||||
|
# Step 5: Update batting card ratings
|
||||||
|
print("\nUpdating BattingCardRatings in database...")
|
||||||
|
for rating in ratings:
|
||||||
|
rating['battingcard_id'] = BATTINGCARD_ID
|
||||||
|
rating['bat_hand'] = 'L'
|
||||||
|
|
||||||
|
ratings_payload = {'ratings': ratings}
|
||||||
|
await db_put('battingcardratings', payload=ratings_payload, timeout=10)
|
||||||
|
print(f" ✓ Updated ratings for vs L and vs R")
|
||||||
|
|
||||||
|
# Step 6: Generate new card image
|
||||||
|
print("\nGenerating new card image...")
|
||||||
|
now = datetime.now()
|
||||||
|
release_date = f"{now.year}-{now.month}-{now.day}"
|
||||||
|
timestamp = int(now.timestamp())
|
||||||
|
cache_bust_date = f"{now.year}-{now.month}-{now.day}-{timestamp}"
|
||||||
|
|
||||||
|
api_image_url = f"https://pd.manticorum.com/api/v2/players/{PLAYER_ID}/battingcard?d={cache_bust_date}"
|
||||||
|
|
||||||
|
try:
|
||||||
|
async with aiohttp.ClientSession() as session:
|
||||||
|
async with session.get(api_image_url, timeout=aiohttp.ClientTimeout(total=15)) as resp:
|
||||||
|
if resp.status == 200:
|
||||||
|
image_bytes = await resp.read()
|
||||||
|
image_size_kb = len(image_bytes) / 1024
|
||||||
|
print(f" ✓ Fetched card image ({image_size_kb:.1f} KB)")
|
||||||
|
|
||||||
|
# Step 7: Upload to S3
|
||||||
|
print("\nUploading to S3...")
|
||||||
|
s3_client = boto3.client('s3', region_name=AWS_REGION)
|
||||||
|
cardset_str = f'{CARDSET_ID:03d}'
|
||||||
|
s3_key = f'cards/cardset-{cardset_str}/player-{PLAYER_ID}/battingcard.png'
|
||||||
|
|
||||||
|
s3_client.put_object(
|
||||||
|
Bucket=AWS_BUCKET_NAME,
|
||||||
|
Key=s3_key,
|
||||||
|
Body=image_bytes,
|
||||||
|
ContentType='image/png',
|
||||||
|
CacheControl='public, max-age=300',
|
||||||
|
Metadata={
|
||||||
|
'player-id': str(PLAYER_ID),
|
||||||
|
'card-type': 'batting',
|
||||||
|
'upload-date': datetime.now().isoformat(),
|
||||||
|
'combined-ops': f'{total_ops:.3f}'
|
||||||
|
}
|
||||||
|
)
|
||||||
|
|
||||||
|
s3_url = f'{S3_BASE_URL}/{s3_key}?d={release_date}'
|
||||||
|
print(f" ✓ Uploaded to S3: {s3_key}")
|
||||||
|
|
||||||
|
# Step 8: Update player with new S3 URL
|
||||||
|
await db_patch('players', object_id=PLAYER_ID, params=[('image', s3_url)])
|
||||||
|
print(f" ✓ Updated player record with new S3 URL")
|
||||||
|
|
||||||
|
else:
|
||||||
|
error_text = await resp.text()
|
||||||
|
print(f" ⚠ Card generation failed (HTTP {resp.status}): {error_text}")
|
||||||
|
|
||||||
|
except Exception as e:
|
||||||
|
print(f" ⚠ Error during card generation/upload: {e}")
|
||||||
|
import traceback
|
||||||
|
traceback.print_exc()
|
||||||
|
|
||||||
|
# Summary
|
||||||
|
print("\n" + "="*70)
|
||||||
|
print("✓ LUAN ARROTO UPDATED SUCCESSFULLY!")
|
||||||
|
print("="*70)
|
||||||
|
print(f"\nPlayer ID: {PLAYER_ID}")
|
||||||
|
print(f"BattingCard ID: {BATTINGCARD_ID}")
|
||||||
|
print(f"\nOLD Offensive Profile:")
|
||||||
|
print(f" vs LHP: .285/.455/.355 (.810 OPS)")
|
||||||
|
print(f" vs RHP: .310/.450/.385 (.835 OPS)")
|
||||||
|
print(f" Combined OPS: 0.818")
|
||||||
|
print(f"\nNEW Offensive Profile:")
|
||||||
|
print(f" vs LHP: .296/.473/.369 (.842 OPS)")
|
||||||
|
print(f" vs RHP: .322/.467/.400 (.867 OPS)")
|
||||||
|
print(f" Combined OPS: {total_ops:.3f}")
|
||||||
|
print(f"\nView updated card:")
|
||||||
|
print(f" PNG: https://pd.manticorum.com/api/v2/players/{PLAYER_ID}/battingcard?d={cache_bust_date}")
|
||||||
|
print(f" HTML: https://pd.manticorum.com/api/v2/players/{PLAYER_ID}/battingcard?d={cache_bust_date}&html=true")
|
||||||
|
if 's3_url' in locals():
|
||||||
|
print(f" S3: {s3_url}")
|
||||||
|
print("")
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
asyncio.run(main())
|
||||||
Loading…
Reference in New Issue
Block a user