Github user sun-rui commented on a diff in the pull request: https://github.com/apache/spark/pull/9218#discussion_r43717935 --- Diff: R/pkg/R/DataFrame.R --- @@ -276,6 +276,75 @@ setMethod("names<-", } }) +#' @rdname columns +#' @name colnames +setMethod("colnames", + signature(x = "DataFrame"), + function(x) { + columns(x) + }) + +#' @rdname columns +#' @name colnames<- +setMethod("colnames<-", + signature(x = "DataFrame", value = "character"), + function(x, value) { + sdf <- callJMethod(x@sdf, "toDF", as.list(value)) + dataFrame(sdf) + }) + +rToScalaTypes <- new.env() +rToScalaTypes[["integer"]] <- "integer" # in R, integer is 32bit +rToScalaTypes[["numeric"]] <- "double" # in R, numeric == double which is 64bit +rToScalaTypes[["double"]] <- "double" +rToScalaTypes[["character"]] <- "string" +rToScalaTypes[["logical"]] <- "boolean" + +#' coltypes +#' +#' Set the column types of a DataFrame. +#' +#' @name coltypes +#' @param x (DataFrame) +#' @return value (character) A character vector with the target column types for the given +#' DataFrame. Column types can be one of integer, numeric/double, character, logical, or NA +#' to keep that column as-is. +#' @rdname coltypes +#' @aliases coltypes +#' @export +#' @examples +#'\dontrun{ +#' sc <- sparkR.init() +#' sqlContext <- sparkRSQL.init(sc) +#' path <- "path/to/file.json" +#' df <- jsonFile(sqlContext, path) +#' coltypes(df) <- c("character", "integer") +#' coltypes(df) <- c(NA, "numeric") +#'} +setMethod("coltypes<-", + signature(x = "DataFrame", value = "character"), + function(x, value) { + cols <- columns(x) + ncols <- length(cols) + if (length(value) == 0 || length(value) != ncols) { --- End diff -- Since SQLContext.emptyDataFrame allows DataFrames with 0 column, we'd better not exclude the possibility. Yes, your code checks length == 0, for suppose the following call: ``` coltypes(df) <- character() ``` Your code will throw error message: "Length of type vector should match the number of columns for DataFrame" But I think this case can be silently ignored.
--- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- --------------------------------------------------------------------- To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org