Python Pandas - 檢查共享開放端點的兩個區間物件是否重疊


要檢查兩個共享開放端點的區間物件是否重疊,請使用 **overlaps()** 方法。

首先,匯入所需的庫:

import pandas as pd

如果兩個區間共享一個公共點(包括閉合端點),則它們重疊。僅具有公共開放端點的區間不重疊。

建立兩個區間物件。Interval1 兩側都閉合。Interval2 兩側都開放:

interval1 = pd.Interval(10, 30, closed='both')
interval2 = pd.Interval(30, 50, closed='neither')

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 is closed from both sides
# Interval2 is open from both sides
interval1 = pd.Interval(10, 30, closed='both')
interval2 = pd.Interval(30, 50, closed='neither')

# 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

這將產生以下程式碼:

Interval1...
[10, 30]
Interval2...
(30, 50)
Interval1 object length = 20
Interval2 object length = 20
Do both the interval objects overlap?
False

更新於:2021年10月12日

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