get_graph_info: Retrieve Information Tables about a Specific Graph from the...

In gasper: Graph Signal Processing

Retrieve Information Tables about a Specific Graph from the SuiteSparse Matrix Collection

Description

get_graph_info fetches the overview tables about a specified graph/matrix from the SuiteSparse Matrix Collection.

Usage

get_graph_info(matrixname, groupname)

Arguments

matrixname	Name of the matrix/graph for which to fetch information.
groupname	Name of the group that provides the matrix/graph.

Details

The tables contain detailed information and properties about the graph/matrix, such as its size, number of non-zero elements, etc. Visit https://sparse.tamu.edu/ of see SuiteSparseData to explore groups and matrix names.

Value

A list of tables with detailed information about the specified matrix/graph:

• "Matrix Information"

• "Matrix Properties"

• "SVD Statistics" (if available)

Note

The rvest package is used for parsing HTML, if it is not installed, the function will prompt for installation.

References

Davis, T. A., & Hu, Y. (2011). The University of Florida sparse matrix collection. ACM Transactions on Mathematical Software (TOMS), 38(1), 1-25.

Kolodziej, S. P., Aznaveh, M., Bullock, M., David, J., Davis, T. A., Henderson, M., Hu, Y., & Sandstrom, R. (2019). The suitesparse matrix collection website interface. Journal of Open Source Software, 4(35), 1244.

Examples

## Not run: 
matrixname <- "grid1"
groupname <- "AG-Monien"
info_tables <- get_graph_info(matrixname,groupname)

# Matrix Information
info_tables[[1]]

# Matrix Properties
info_tables[[2]]

# SVD Statistics
info_tables[[3]]

## End(Not run)
#' @seealso \code{\link{download_graph}}, \code{\link{SuiteSparseData}}

gasper documentation built on May 29, 2024, 8:32 a.m.