FilterWithMultiMask / Manipulation Layer

Filter DataFrame using multiple boolean masks combined with AND/OR logic.

Example:

Original DataFrame:

id	value	is_valid	is_recent
1	100	true	true
2	-5	false	true
3	200	true	false
4	-10	false	false

Result (AND combination):

id	value	is_valid	is_recent
1	100	true	true

Result (OR combination):

id	value	is_valid	is_recent
1	100	true	true
2	-5	false	true
3	200	true	false

Common applications:

Table

Masks

[, ...]

Collection of boolean columns and their negation flags. Combined using the specified combinator to create the final filter condition.

column

Boolean column for filtering. Each mask contributes to the combined condition based on the chosen combinator.

bool

false

Invert this mask's condition:

enum

And

Logical operator for combining multiple mask conditions

And ~

Require all conditions to be true. Use for:

Or ~

Accept if any condition is true. Use for: