Python Pandas IntervalArray - 检查仅具有公共重叠的开放端点的区间

要检查仅具有公共重叠的开放端点的区间，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。创建一个IntervalArray-

intervals = pd.arrays.IntervalArray.from_tuples([(10, 20), (20, 35)])

显示IntervalArray-

print("IntervalArray...\n",intervals)

检查仅具有公共重叠的开放端点的区间。我们在右侧设置了“关闭”参数的“右”值-

print("\nDoes interval that that only have an open endpoint overlap or not...\n",intervals.overlaps(pd.Interval(20,25, closed=right)))

示例

以下是代码-

import pandas as pd #Twointervalsoverlapiftheyshareacommonpoint,includingclosedendpoints #CreateanIntervalArray intervals = pd.arrays.IntervalArray.from_tuples([(10, 20), (20, 35)]) #DisplaytheIntervalArray print("IntervalArray...\n",intervals) #Displaytheintervallength print("\nInterval length...\n",intervals.length) #CheckIntervalsthatonlyhaveanopenendpointincommonoverlapornot # We have set closed on the right-side with the "right" 的价值 "closed" parameter print("\nDoes interval that that only have an open endpoint overlap or not...\n",intervals.overlaps(pd.Interval(20,25, closed=right)))输出结果

这将产生以下输出-

IntervalArray... <IntervalArray> [(10, 20], (20, 35]] Length: 2, dtype: interval[int64, right] Interval length... Int64Index([10, 15], dtype=int64) Does interval that that only have an open endpoint overlap or not... [False True]