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Python Pandas - Create a half-closed time interval and check for existence of endpoints
To create a half-closed time interval, use the pandas.Interval() and set the closed parameter to right. To check for existence of endpoints, use the in property.
At first, import the required libraries −
import pandas as pd
Half-Closed interval set using the "closed" parameter with value "right". Half-Closed i.e. (0, 5] is described by 0 < x <= 5 (closed='right')
interval = pd.Interval(left=0, right=20, closed='right')
Display the interval
print("Interval...\n",interval)
Check for the existence of an element in an Interval. This shows that closed = right contain only the right-most endpoint
print("\nThe left-most element exists in the Interval? = \n",0 in interval) print("\nThe right-most element exists in the Interval? = \n",20 in interval)
Example
Following is the code
import pandas as pd # Half-Closed interval set using the "closed" parameter with value "right" # Half-Closed i.e. (0, 5] is described by 0 < x <= 5 (closed='right'). interval = pd.Interval(left=0, right=20, closed='right') # display the interval print("Interval...\n",interval) # display the interval length print("\nInterval length...\n",interval.length) # check for the existence of an element in an Interval # This shows that closed = right contain only the right-most endpoint print("\nThe left-most element exists in the Interval? = \n",0 in interval) print("\nThe right-most element exists in the Interval? = \n",20 in interval)
Output
This will produce the following code
Interval... (0, 20] Interval length... 20
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