Reference Updated May 13, 2026

Math & numeric

Use this category when you need numeric transformations and helpers in formulas.

These functions change values row-wise and support tasks such as rounding, caps and floors, powers, roots, logarithms, and element-wise adjustments.

Start here if…

You want numeric helpers such as rounding, caps/floors, sign, or modulo
You want to apply an element-wise constant change
You need powers, roots, or logarithms
You need controlled multiplication or division with optional mismatch validation

Not here if…

You want to reshape output granularity → see Dimensionality & hierarchies
You want conditions, comparisons, or branching logic → see Logical functions
You want time comparisons or projections → see Compare periods or Rollforward & time series

Mental model

Most functions in this category work row-wise and usually keep the input shape
Constants are 0-dimensional; if + 1 causes unexpected aggregation effects, use ADDEACH(...) for an explicit element-wise adjustment

Common patterns

Add a constant to every cell ADDEACH('Sales', 1) Use when you want an element-wise change without aggregation side effects.

Compute a ratio while keeping only shared dimensions RATIO('Gross Profit', 'Revenue') Use when you want a display-style ratio that keeps only the joint dimensionality of both inputs. RATIO must be an end node.

Cap / floor values MAX('Margin', 0) or MIN('Node1', 'Node2') Use when you need simple numeric thresholds without IF(...).

Round for reporting ROUND('Revenue') Use when you need stable rounding for display or downstream steps.

Safe divide or multiply with validation DIVIDE('Node1', 'Node2', "FailOnMissingFirst") Use when you want clearer mismatch feedback instead of raw / or *.

Transform with logs, power, or roots LN('Node'), LOG('Node1', 'Node2'), POWER('Node1', 'Node2'), SQRT('Node') Use when your method requires non-linear scaling.

Functions in this category

Function	Description
ABS	Returns the absolute value of each value in the node.
ADDEACH	Adds the specified amount to each row in the node without aggregation.
DIVIDE	Divides the first input by the second with optional validation that provides detailed errors on mismatches.
MULTIPLY	Multiplies inputs with optional validation that provides detailed errors on mismatches.
EXP	Calculates e raised to the power of the input values.
FACT	Returns the factorial of each input value.
LN	Returns the natural logarithm of the input.
LOG	Returns the logarithm of a value with respect to a specified base.
MAX	Returns the row-wise maximum of two nodes.
MIN	Returns the row-wise minimum of two nodes.
MOD	Returns the remainder after dividing the first input by the second.
POWER	Raises values from the first node to exponents from the second input.
RATIO	Divides the first node by the second while retaining only joint dimensions. Must be an end node, the result cannot be used in further calculations.
ROUND	Rounds each value to a specified number of decimal digits.
SIGNUM	Returns the sign of each number: 1 for positive, −1 for negative, 0 for zero.
SQRT	Returns the square root of each value in the node.

Choosing between similar functions

ADDEACH vs + with a constant

Use ADDEACH when you want an explicit element-wise adjustment
Use + with a constant only if you intentionally want standard arithmetic behavior with a 0-dimensional value

DIVIDE/DIVISION (/) vs RATIO

Use DIVISION (/)for standard division
Use DIVIDE when you want standard division with optional mismatch validation
Use RATIO when you want a ratio that keeps only joint dimensions for display purposes; RATIO must be an end node

MIN/MAX vs IF

Use MIN/MAX for simple caps and floors
Use IF when the rule depends on broader conditional logic

LN vs LOG vs EXP

Use LN for natural logarithm
Use LOG when you need a specific base
Use EXP for exponentiation with base e

Pitfalls & troubleshooting

Unexpected aggregation after adding a constant: replace + 1 style adjustments with ADDEACH(...)
RATIO cannot be reused downstream: if the result must feed other nodes, use / or DIVIDE and set aggregation appropriately
Division looks wrong: check denominators for zero or missing values and validate both inputs at the same intersections
LN/LOG/SQRT return missing results: confirm the input domain (negative values or zeros where not supported)
Rounding drift: apply ROUND late, not in intermediate calculations

Operators: arithmetic used around numeric functions
Logical functions: conditions and branching with IF(...)
Troubleshooting guide: missing values, alignment issues, and unexpected shape changes
Function catalog: full signatures, parameters, and examples