IsInfiniteMask / Boolean Layer

Create boolean mask columns identifying infinite values (Inf, -Inf) in numeric columns. Similar to numpy isinf() or R's is.infinite(). Returns True for infinite values and False for finite numbers or NaN.

Common applications:

Division by zero detection
Overflow identification
Boundary condition analysis
Numerical error tracking
Algorithm termination checks

Example:

Index	Float Column	Is Infinite
0	1.5	false
1	Inf	true
2	-3.2	false
3	-Inf	true
4	NaN	false

Table

Mask

[, ...]

List of infinity checking operations to perform. Each mask creates a new boolean column. Common scenarios:

Detecting computational overflow
Validating division operations
Checking boundary conditions
Monitoring numerical stability

At least one mask must be specified.

Select

column

The column to check for infinite values. Applicable to numeric columns. The mask will be a boolean column where:

True indicates positive or negative infinity
False indicates finite numbers or NaN

Crucial for identifying numerical overflow or division by zero conditions.

AsColumn

name

Name for the new column. If not provided, the system generates a unique name. If AsColumn matches an existing column, the existing column is replaced. The name should follow valid column naming conventions.