To check Intervals that only have an open endpoint in common overlap or not, use the overlaps() method.
At first, import the required libraries −
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), (20, 35)])
Display the IntervalArray −
print("IntervalArray...\n",intervals)
Check Intervals that only have an open endpoint in common overlap or not. We have set closed on the right-side with the "right" value of the "closed" parameter −
print("\nDoes interval that that only have an open endpoint overlap or not...\n",intervals.overlaps(pd.Interval(20,25, closed='right')))
Example
Following is the code −
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), (20, 35)]) # Display the IntervalArray print("IntervalArray...\n",intervals) # Display the interval length print("\nInterval length...\n",intervals.length) # Check Intervals that only have an open endpoint in common overlap or not # We have set closed on the right-side with the "right" value of the "closed" parameter print("\nDoes interval that that only have an open endpoint overlap or not...\n",intervals.overlaps(pd.Interval(20,25, closed='right')))
Output
This will produce the following output −
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]