Python Pandas IntervalArray - 檢查共享閉合端點的區間是否重疊
要檢查共享閉合端點的區間是否重疊,請在 Pandas 中使用 **IntervalArray.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。建立 IntervalArray
intervals = pd.arrays.IntervalArray.from_tuples([(10, 20), (15, 35)])
顯示 IntervalArray -
print("IntervalArray...\n",intervals)檢查共享閉合端點的區間是否重疊。我們使用 “closed” 引數的 “left” 值在左側設定了閉合 -
print("\nDoes interval that share closed endpoints overlap or not...\n",intervals.overlaps(pd.Interval(15,28, closed='left')))示例
以下是程式碼 -
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')))輸出
這將產生以下輸出 -
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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