Python Pandas IntervalIndex - 检查带闭合端点的区间是否重叠
要检查带有闭合端点的区间是否重叠,请使用 IntervalIndex.is_overlapping 属性。首先,导入所需的库:
import pandas as pd
创建 IntervalIndex。由于 "closed" 参数被设置为 "both",因此区间在两侧都闭合:
interval = pd.interval_range(0, 8, closed='both')
显示区间:
print("IntervalIndex...\n",interval)
检查带有闭合端点的区间是否重叠: -
print("\nDoes the Intervals that share closed endpoints overlap?\n",interval.is_overlapping)
示例
以下是代码: -
import pandas as pd # Create IntervalIndex # The intervals are closed on both the sides since the "closed" parameter is set "both" interval = pd.interval_range(0, 8, closed='both') # Display the interval print("IntervalIndex...\n",interval) # Display the interval length print("\nIntervalIndex length...\n",interval.length) # Check if the Intervals that share closed endpoints overlap print("\nDoes the Intervals that share closed endpoints overlap?\n",interval.is_overlapping)
输出
这将产生以下输出:
IntervalIndex... IntervalIndex([[0, 1], [1, 2], [2, 3], [3, 4], [4, 5], [5, 6], [6, 7], [7, 8]], dtype='interval[int64, both]') IntervalIndex length... Int64Index([1, 1, 1, 1, 1, 1, 1, 1], dtype='int64') Does the Intervals that share closed endpoints overlap? True
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