#' Assemble PDBs #' #' @param data_path character directory .pdb.gz files are located #' @param output_path character output .parquet path #' #' Write output_path .parquet file with columns #' assemble_models <- function( data_path, output_path) { cat( "data path: ", data_path, "\n", "output path: ", output_path, "\n", sep = "") file_index <- 1 models <- list.files( path = data_path, full.names = TRUE, pattern = "*.pdb", recursive = TRUE) |> purrr::map_dfr(.f = function(path) { file_handle <- path |> file(open = "rb") |> gzcon() if( file_index %% 20 == 0) { cat("Reading '", path, "' ", file_index, "\n", sep = "") } file_index <<- file_index + 1 lines <- file_handle |> readLines() file_handle |> close() data.frame( name = path |> basename() |> stringr::str_replace("[:]", "|"), pdb = lines |> paste0(collapse = "\n")) }) models |> arrow::write_parquet(output_path) models } assemble_models( data_path = "data/AlphaFold_model_PDBs", output_path = "intermediate/AlphaFold_model_PDBs.parquet")