From c8ff19fb3ef9766677807256eeb938e907c06603 Mon Sep 17 00:00:00 2001 From: Justin Yap Date: Mon, 3 May 2021 11:28:40 +1000 Subject: [PATCH] Add example and comments --- NAMESPACE | 1 + R/stacking.R | 63 +++++++++++++++++++++++++++++++++++++++-- inst/examples/Cola.sav | Bin 0 -> 387396 bytes man/StackData.Rd | 44 +++++++++++++++++++++++++++- 4 files changed, 105 insertions(+), 3 deletions(-) create mode 100644 inst/examples/Cola.sav diff --git a/NAMESPACE b/NAMESPACE index 669ceb5..4e0531b 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -86,6 +86,7 @@ importFrom(stringr,str_trim) importFrom(survey,calibrate) importFrom(survey,rake) importFrom(survey,svydesign) +importFrom(utils,object.size) importFrom(verbs,Sum) importFrom(verbs,SumColumns) importFrom(verbs,SumRows) diff --git a/R/stacking.R b/R/stacking.R index e8a6fd9..baf3b0b 100644 --- a/R/stacking.R +++ b/R/stacking.R @@ -1,5 +1,23 @@ #' @title Stack data set -#' @description Stacks variables in a data set. +#' @description Stacks variables in a SPSS .sav data set that may be located +#' locally or on the Displayr cloud drive (if run in Displayr). Stacking may +#' be specified manually and/or by identifying common labels that appear in +#' variable labels. +#' +#' Manual stacking can be specified by variable or by observation. With the +#' former, each group of variables to be stacked together is specified. With +#' the latter, the variables in each stacked observation are specified (in +#' order of the stacked variables). Any stacking can be performed with either +#' option but often one is more convenient than the other depending on the +#' structure and variable names of the required stacking. +#' +#' Common label stacking occurs by stacking together groups of variables +#' whose labels match the common labels after removing common prefixes and +#' suffixes. Common labels can be specified to be generated automatically, +#' inferred from a set of input reference variables or specified manually. +#' +#' The stacked data set is saved as an SPSS .sav data set either locally or +#' to the Displayr cloud drive (if run in Displayr). #' @param input.data.set.name Name of data file to stack, either as a path to a #' local file (when running locally in R) or file in the Displayr Cloud Drive #' (when running in Displayr). @@ -59,6 +77,29 @@ #' \item \code{is.saved.to.cloud} Whether the stacked data set was saved to #' the Displayr cloud drive. #' } +#' @examples +#' path <- system.file("examples", "Cola.sav", package = "flipData") +#' +#' # Automatic common label stacking and manual stacking by variable +#' print(StackData(path, +#' specify.by = "Variable", +#' manual.stacking = c("Q6_*, NA", "Q9_A, Q9_B, Q9_C-Q9_F"))) +#' +#' # Common labels from reference variables and omitted variables +#' print(StackData(path, +#' stack.with.common.labels = "Using a set of variables to stack as reference", +#' reference.variables.to.stack = c("Q5_5_*", "Q6_A-Q6_F"), +#' variables.to.omit = c("Attr1, Q7_*", "FINISH_LATER-"))) +#' +#' # Manually specified common labels and manual stacking by observation +#' common.labels <- list(c("Coke", "Diet Coke", "Coke Zero", "Pepsi", +#' "Diet Pepsi", "Pepsi Max", "None of these")) +#' print(StackData(path, +#' stack.with.common.labels = "Using manually input common labels", +#' manual.common.labels = common.labels, +#' specify.by = "Observation", +#' manual.stacking = c("Q6_A,Q9_A", "Q6_B,Q9_B", "Q6_C,Q9_C", +#' "Q6_D,Q9_D", "Q6_E,Q9_E", "Q6_F,Q9_F"))) #' @export StackData <- function(input.data.set.name, stacked.data.set.name = NULL, @@ -72,22 +113,33 @@ StackData <- function(input.data.set.name, include.original.case.variable = TRUE, include.observation.variable = TRUE) { + # Load input data set as data frame input.data.set <- readDataSets(input.data.set.name, 1)[[1]] + + # Omit specified variables from input data set variables.to.omit <- splitVariablesToOmitText(variables.to.omit) omitted.variables <- parseVariablesToOmit(variables.to.omit, names(input.data.set), FALSE) - input.data.set <- omitVariablesFromDataSet(input.data.set, omitted.variables) + + # Create an object containing metadata on the input data set such as + # variable names and labels which can be easily passed into function calls input.data.set.metadata <- metadataFromDataSet(input.data.set, input.data.set.name) + # Get the list of common labels to be used in stacking, either + # automatically, via reference variables, or manually common.labels.list <- commonLabels(manual.common.labels, stack.with.common.labels, input.data.set.metadata, reference.variables.to.stack) + # Compute stacking groups from common labels and manual stacking groups, + # and then merge them together. A stacking group is a matrix that specifies + # variables to be stacked via their indices in the input data set. Each row + # represents a group of variables to be stacked. common.label.stacking.groups <- stackWithCommonLabels(common.labels.list, input.data.set.metadata) manual.stacking.groups <- stackManually(manual.stacking, specify.by, @@ -95,12 +147,14 @@ StackData <- function(input.data.set.name, stacking.groups <- mergeCommonLabelAndManualStackingGroups(common.label.stacking.groups, manual.stacking.groups) + # Create the stacked data set as a data frame from the stacking groups stacked.data.set <- stackedDataSet(input.data.set, input.data.set.metadata, stacking.groups, include.original.case.variable, include.observation.variable, common.labels.list) + # Omit stacked variables that have been specified to be omitted omitted.variables <- parseVariablesToOmitAfterStacking(variables.to.omit, omitted.variables, stacked.data.set) @@ -113,6 +167,8 @@ StackData <- function(input.data.set.name, input.data.set.name) writeDataSet(stacked.data.set, stacked.data.set.name) + # Create an object containing metadata on the stacked data set such as + # variable names and labels stacked.data.set.metadata <- metadataFromStackedDataSet(stacked.data.set, stacked.data.set.name) @@ -973,6 +1029,9 @@ mergeCommonLabelAndManualStackingGroups <- function(common.label.stacking.groups n.row.m <- nrow(manual.stacking.groups) n.col.m <- ncol(manual.stacking.groups) + # We still merge the two groups even if the number of variables to stack + # does not match. If this is not what the user intended, the output should + # make this clear enough, so a warning isn't shown. n.stacking <- max(n.col.c, n.col.m) n.stacked.variables <- n.row.c + n.row.m stacking.groups <- matrix(NA_integer_, nrow = n.stacked.variables, diff --git a/inst/examples/Cola.sav b/inst/examples/Cola.sav new file mode 100644 index 0000000000000000000000000000000000000000..c444bad38fe576b7deccb251693db76d31ad4d56 GIT binary patch literal 387396 zcmeFaiJv6LbtVQ$q=+GPfD|M_yOf-w;03u045q4YT4VGO7=ZBN8qCmK64t`i-C14L zT}QL38iRq4UE909PucrF`L=xD_pv_K7JQ%G@b`T$UL2X()s2;Ht^7lFXI5VEGBPsW z7w^4z@#6W{-|Fvw`?tPRJ$&!s!|JtrkM32kzxmev>g|Ws5682k`Qv5vem$uN%ew0I zZ{MkwXUpYyzR|yZG?`Rbe&(sCp8B&t_0&`N*Ybw%JoTgfJ3H0Avqg1h_s-sT`**&( zwZ#N~kOfcpX{^s;jgNU2dsu(){#$Rp2HJ1n+M`ij;b1iytg7*{8qW?V=STGsc5tq) z9@hue;OJ;kFL|x12Zy6-Q6DbO$Ez23=A-dyuo};26`%DP7W~)}p5?D_lj}_AdHw09 zzx))}M?ZS+K56_SuDxF`&*rnEdbX-oPtIyRvn$Pe@4x%T`}ZF{d>R+uTg;D{dp`d+ zusZ#xegk`0-@5nk5$=8OHC$s^91T`=HJBY$tMRn1=0lajWUyS}wfS^>TfF~#!7>`o 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