# Tiering & Scale

These events take a numeric value and return an array based on breakpoints.

Certain business operations take a value, like `500`

, and break it apart into smaller pieces. Each piece could represent the amount of demand for a certain item, or the number of units requested at a particular price.

To support the modeling of these operations, SEL has functions that split numeric values into arrays, called Tiering and Scale.

## Tiering

Like the name implies, `Tiering`

defines a set of tiers, using the following syntax:

`=Tiering([5, 10, 20])`

This establishes 4 tiers: 0-5, 6-10, 11-20, and 20+.

When this function receives a number, for example, `13`

, it will find the tier `13`

belongs to -- in this case, the third tier: 11-20. Because `13`

belongs in the third tier, this function will return:

`[0, 0, 1, 0]`

This `1`

points to the tier the input value belongs in.

From here, we can send this `[0, 0, 1, 0]`

to an expression, like `* [49, 99, 149, 249]`

, which could represent the price of each tier. This multiplication expression would return the value `149`

because 1 * 149 = 149.

## Scale

The `Scale`

function defines a set of ranges with breakpoints, like so:

`=Scale([150, 250, 500])`

This establishes 4 ranges: 0-150, 151-250, 251-500, and 501+.

If the value `1000`

were sent to this function, it would return:

`[150, 100, 250, 500]`

150 units fit inside the first range, another 100 inside the second, then 250, and then the remaining 500 into the final (highest) range of 501+.

From here, we can send this list to an expression like `* [1.99, 1.49, 1.25, 0.99]`

, which could represent the value or price of each unit in each range.

When the output of the Scale, a list, is multiplied by another list, SEL returns the single numeric dot-product of the two lists. In this case: `(1.99 x 150) + (1.49 x 100) + (1.25 x 250) + (0.99 x 500) = 1255.`

Lists vs. Single Values

Tiering and Scale are special insofar as they return a list, which can only be sent to event types capable of receiving a list.

At the time of this writing, the only events capable of receiving a list are math expressions that begin with

`+`

,`-`

,`/`

, or`*`

and end with a number or list.To resolve a list into a single number, you must return a dot product.

Updated about 1 year ago