Python Pandas - 检查两个 Interval 对象是否重叠

要检查两个Interval对象是否重叠，请使用overlaps()方法。首先，导入所需的库-

import pandas as pd

如果两个区间共享一个公共点（包括闭合端点），则它们会重叠。只有一个共同开放端点的区间不重叠。创建两个Interval对象

interval1 = pd.Interval(10, 30) interval2 = pd.Interval(25, 35)

显示间隔

print("Interval1...\n",interval1) print("Interval2...\n",interval2)

检查两个区间对象是否重叠

print("\nDo both the interval objects overlap?\n",interval1.overlaps(interval2))

示例

以下是代码

import pandas as pd #如果两个区间共享一个公共点（包括闭合端点），则它们会重叠 #只有一个共同开放端点的区间不重叠 #创建两个Interval对象 interval1 = pd.Interval(10, 30) interval2 = pd.Interval(25, 35) #显示间隔 print("Interval1...\n",interval1) print("Interval2...\n",interval2) #显示Interval1和Interval2对象的长度 print("\nInterval1 object length = ",interval1.length) print("\nInterval2 object length = ",interval2.length) #检查两个区间对象是否重叠 print("\nDo both the interval objects overlap?\n",interval1.overlaps(interval2))输出结果

这将产生以下代码

Interval1... (10, 30] Interval2... (25, 35] Interval1 object length = 20 Interval2 object length = 10 Do both the interval objects overlap? True