dividing_into_different_subsets/3/EI/even.py

import json

# 读取 JSON 文件
with open('humaneval_new.json', 'r') as file:
    data = json.load(file)

# 提取属性 A 的值
values_of_A = [obj['line'] for obj in data]

# 计算属性 A 的范围
min_A = min(values_of_A)
max_A = max(values_of_A)

# 确定区间数量和宽度
num_intervals = 3
interval_width = (max_A - min_A) / num_intervals

# 划分区间
intervals = [(min_A + i * interval_width, min_A + (i + 1) * interval_width) for i in range(num_intervals)]

# 将数据分配到各个区间
subsets = [[] for _ in range(num_intervals)]

for obj in data:
    value_A = obj['line']
    for i, (start, end) in enumerate(intervals):
        if start <= value_A < end:
            subsets[i].append(obj)
            break

with open('EI.json', 'w', encoding='utf-8') as file:
    json.dump(data, file, ensure_ascii=False, indent=4)