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

如果两个区间有一个公共点（包括闭合端点），则它们重叠。仅有一个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)

显示区间

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

# Two intervals overlap if they share a common point, including closed endpoints
# Intervals that only have an open endpoint in common do not overlap
# create two Interval objects
interval1 = pd.Interval(10, 30)
interval2 = pd.Interval(25, 35)

# display the intervals
print("Interval1...\n",interval1)
print("Interval2...\n",interval2)

# display the length of both Interval1 and Interval2 objects
print("\nInterval1 object length = ",interval1.length)
print("\nInterval2 object length = ",interval2.length)

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

输出

这将生成以下代码

Interval1...
(10, 30]
Interval2...
(25, 35]

Interval1 object length = 20

Interval2 object length = 10

Do both the interval objects overlap?
True

更新于： 2021 年 10 月 21 日

392 次浏览

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