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