Check and report the type of data in Seurat object

This function checks and returns a string indicating the type of data. It checks for the presence of infinite values, negative values, and whether the values are floats or integers.

Usage

CheckDataType(object, ...)

# S3 method for class 'Seurat'
CheckDataType(object, layer = "data", assay = NULL, verbose = TRUE, ...)

# Default S3 method
CheckDataType(object, verbose = TRUE, ...)

Arguments

object: A Seurat object or a matrix.
...: The message to print.
layer: The layer in the srt object from which to extract the data. Default is "data".
assay: The assay to extract the data from. If not provided, the default assay will be used.
verbose: Whether to print the message. Default is TRUE.

Value

A string indicating the type of data. Possible values are: "raw_counts", "log_normalized_counts", "raw_normalized_counts", or "unknown".

Examples

data(pancreas_sub)
CheckDataType(pancreas_sub)
#> ! [2025-11-13 11:42:52] Infinite values detected
#> [1] "unknown"