Validate a Structured Input Table

Checks that an input object can be treated as a tabular clustering input.

Usage

validate_input(data, id_column = NULL, min_rows = 5L)

Arguments

data

A data frame or matrix-like object.

id_column

Optional identifier column name.

min_rows

Minimum number of rows required.

Value

A validated data frame with class uccdf_validated.

Examples

dat <- simulate_mixed_data(n = 20, k = 2, seed = 1)
validated <- validate_input(dat, id_column = "sample_id")
nrow(validated)
#> [1] 20