Page tree

Outdated release! Latest docs are Release 8.7: EXAMPLE - KTHLARGESTIF Function


This example illustrates how to use the conditional ranking functions KTHLARGESTIF and KTHLARGESTUNIQUEIF in your recipes.


Here is some example weather data:

1/23/17Center Town0.319.45.3
1/23/17Magic Mountain0.000.07.3
1/24/17Center Town0.541.17.6
1/24/17Magic Mountain0.325.08.8
1/25/17Center Town0.833.35.1
1/25/17Magic Mountain0.59-1.76.4
1/26/17Center Town0.966.17.6
1/26/17Magic Mountain0.77-3.93.0
1/27/17Center Town1.3220.00.2
1/27/17Magic Mountain0.775.65.2
1/28/17Center Town0.145.04.9
1/28/17Magic Mountain1.501.10.4
1/29/17Center Town0.756.19.0
1/29/17Magic Mountain0.603.36.0


In this case, you want to find out the second-most measures for rain, temperature, and wind in Center Town for the week.

pivot value:KTHLARGESTIF(rain_cm,2,city == 'Center Town') limit:1

You can see in the preview that the value is 1.32. Before adding it to your recipe, you change the step to the following:

pivot value:KTHLARGESTIF(temp_C,2,city == 'Center Town') limit:1

The value is 20.

For wind, you modify it to be the following, capturing the third-ranked value:

pivot value:KTHLARGESTIF(wind_mph,3,city == 'Center Town') limit:1

In the results, you notice that there are two values for 8.8. So you change the function to use the KTHLARGESTUNIQUEIF function instead:

pivot value:KTHLARGESTUNIQUEIF(wind_mph,3,city == 'Center Town') limit:1

The result value is 7.6. Note that this value appears twice, so if you change the rank parameter in the above transformation to 4, the results would return a different unique ranked value (7.3). 


You can choose to add any of these steps to generate an aggregated result. As an alternative, you can use a derive transform to insert these calculated results into new columns.

This page has no comments.