Python Pandas - 檢查兩個 Interval 物件是否重疊

要檢查兩個 Interval 物件是否重疊，請使用 overlaps() 方法。首先，匯入所需的庫 -

import pandas as pd

如果兩個區間有一個公共點（包括閉合端點），則它們重疊。僅有一個開放端點的區間不重疊。建立兩個 Interval 物件

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

顯示區間

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

檢查兩個區間物件是否重疊

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

示例

以下是程式碼

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))

輸出

這將生成以下程式碼

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

Interval1 object length = 20

Interval2 object length = 10

Do both the interval objects overlap?
True

AmitDiwan

更新於： 2021 年 10 月 21 日

392 次瀏覽

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