StepnのGem Upgradeの成功率を実際にPythonプログラムを書いて検証

import random

# 定数の設定
TRIAL = 10
TARGET_NUMBER = 55
TRIES = 10000

# 当たりとハズレのカウント
hit_count = 0
miss_count = 0

# チェックポイント時点の当たりとハズレの確率を記録
checkpoints = [3, 10, 100, 1000, 5000, 10000]
results = {}

# 結果を試行回数ごとに記録する辞書
for checkpoint in checkpoints:
    results[checkpoint] = []

# 複数回の試行を実行
for trial in range(TRIAL):
    hit_count = 0
    miss_count = 0
    trial_results = {}
    for i in range(1, TRIES + 1):
        number = random.randint(1, 100)
        if number <= TARGET_NUMBER:
            hit_count += 1
        else:
            miss_count += 1

        if i in checkpoints:
            hit_probability = (hit_count / i) * 100
            miss_probability = (miss_count / i) * 100
            trial_results[i] = (hit_probability, miss_probability)

    # 各試行の結果をチェックポイントごとに集約
    for checkpoint in checkpoints:
        results[checkpoint].append(trial_results[checkpoint])

# 結果を表示
for checkpoint in checkpoints:
    print(f"\n{checkpoint}回時点の結果:")
    for hit_prob, miss_prob in results[checkpoint]:
        print(f"{checkpoint}, {hit_prob:.2f}, {miss_prob:.2f}")