随时随地云端测试促销活动

import random

class PromotionTest:
    def __init__(self, variant_a_conversion_rate, variant_b_conversion_rate):
        self.variant_a_conversion_rate = variant_a_conversion_rate
        self.variant_b_conversion_rate = variant_b_conversion_rate

    def run_test(self, num_users):
        a_conversions = sum(random.random() < self.variant_a_conversion_rate for _ in range(num_users))
        b_conversions = sum(random.random() < self.variant_b_conversion_rate for _ in range(num_users))
        
        return {
            'variant_a': {'total_users': num_users, 'conversions': a_conversions},
            'variant_b': {'total_users': num_users, 'conversions': b_conversions}
        }

# 示例使用
test = PromotionTest(variant_a_conversion_rate=0.1, variant_b_conversion_rate=0.15)
results = test.run_test(num_users=1000)
print(results)