Python Pandas IntervalArray - 检查共享闭合端点的区间是否重叠
要检查共享闭合端点的区间是否重叠,请在 Pandas 中使用 **IntervalArray.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,则它们重叠。创建 IntervalArray
intervals = pd.arrays.IntervalArray.from_tuples([(10, 20), (15, 35)])
显示 IntervalArray -
print("IntervalArray...\n",intervals)
检查共享闭合端点的区间是否重叠。我们使用 “closed” 参数的 “left” 值在左侧设置了闭合 -
print("\nDoes interval that share closed endpoints overlap or not...\n",intervals.overlaps(pd.Interval(15,28, closed='left')))
示例
以下是代码 -
import pandas as pd # Two intervals overlap if they share a common point, including closed endpoints # Create an IntervalArray intervals = pd.arrays.IntervalArray.from_tuples([(10, 20), (15, 35)]) # Display the IntervalArray print("IntervalArray...\n",intervals) # Display the interval length print("\nInterval length...\n",intervals.length) # Check Intervals that share closed endpoints overlap or not # We have set closed on the left-side with the "left" value of the "closed" parameter print("\nDoes interval that share closed endpoints overlap or not...\n",intervals.overlaps(pd.Interval(15,28, closed='left')))
输出
这将产生以下输出 -
IntervalArray... <IntervalArray> [(10, 20], (15, 35]] Length: 2, dtype: interval[int64, right] Interval length... Int64Index([10, 20], dtype='int64') Does interval that share closed endpoints overlap or not... [ True True]
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