Python Pandas - 检查共享封闭端点的两个 Interval 对象是否重叠
要检查共享闭合端点的两个Interval对象是否重叠，请使用该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。间隔从两侧关闭。使用值为“both”的“closed”参数设置的间隔
interval1 = pd.Interval(10, 30, closed='both') interval2 = pd.Interval(30, 50, closed='both')
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
#Twointervalsoverlapiftheyshareacommonpoint,includingclosedendpoints
#Intervalsthatonlyhaveanopenendpointincommondonotoverlap
#CreatetwoIntervalobjects
#Intervalclosedfromthebothsides
# Interval set using the "closed" 带值的参数 "both"
interval1 = pd.Interval(10, 30, closed='both')
interval2 = pd.Interval(30, 50, closed='both')
#displaytheintervals
print("Interval1...\n",interval1)
print("Interval2...\n",interval2)
#displaythelengthofbothInterval1andInterval2objects
print("\nInterval1 object length = ",interval1.length)
print("\nInterval2 object length = ",interval2.length)
#checkwhetherboththeintervalobjectsoverlap
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... [30, 50] Interval1 object length = 20 Interval2 object length = 20 Do both the interval objects overlap? True