From dc051a08145744b9f1a9e17a1d91c36b08a6d2a3 Mon Sep 17 00:00:00 2001 From: Grant McDermott Date: Fri, 7 Apr 2023 14:51:21 -0700 Subject: [PATCH] Package it up --- .Rbuildignore | 2 + DESCRIPTION | 20 +- LICENSE | 339 ---------------------- NAMESPACE | 21 +- R/hello.R | 5 - R/hello2.R | 13 - R/plot2-package.R | 21 ++ R/plot2.R | 272 ++++++++++++++--- README.Rmd | 196 +++++++++++++ README.md | 219 +++++++++++++- _EXAMPLES/examples.R | 140 +++++++++ man/figures/README-unnamed-chunk-10-1.png | Bin 0 -> 204670 bytes man/figures/README-unnamed-chunk-3-1.png | Bin 0 -> 60962 bytes man/figures/README-unnamed-chunk-3-2.png | Bin 0 -> 47285 bytes man/figures/README-unnamed-chunk-4-1.png | Bin 0 -> 262945 bytes man/figures/README-unnamed-chunk-4-2.png | Bin 0 -> 145140 bytes man/figures/README-unnamed-chunk-5-1.png | Bin 0 -> 193179 bytes man/figures/README-unnamed-chunk-5-2.png | Bin 0 -> 189260 bytes man/figures/README-unnamed-chunk-6-1.png | Bin 0 -> 175807 bytes man/figures/README-unnamed-chunk-6-2.png | Bin 0 -> 175807 bytes man/figures/README-unnamed-chunk-7-1.png | Bin 0 -> 238663 bytes man/figures/README-unnamed-chunk-8-1.png | Bin 0 -> 244519 bytes man/figures/README-unnamed-chunk-9-1.png | Bin 0 -> 190718 bytes man/hello.Rd | 13 - man/hello2.Rd | 22 -- man/plot2-package.Rd | 30 +- man/plot2.Rd | 219 ++++++++++++++ 27 files changed, 1086 insertions(+), 446 deletions(-) delete mode 100644 LICENSE delete mode 100644 R/hello.R delete mode 100644 R/hello2.R create mode 100644 R/plot2-package.R create mode 100644 README.Rmd create mode 100644 _EXAMPLES/examples.R create mode 100644 man/figures/README-unnamed-chunk-10-1.png create mode 100644 man/figures/README-unnamed-chunk-3-1.png create mode 100644 man/figures/README-unnamed-chunk-3-2.png create mode 100644 man/figures/README-unnamed-chunk-4-1.png create mode 100644 man/figures/README-unnamed-chunk-4-2.png create mode 100644 man/figures/README-unnamed-chunk-5-1.png create mode 100644 man/figures/README-unnamed-chunk-5-2.png create mode 100644 man/figures/README-unnamed-chunk-6-1.png create mode 100644 man/figures/README-unnamed-chunk-6-2.png create mode 100644 man/figures/README-unnamed-chunk-7-1.png create mode 100644 man/figures/README-unnamed-chunk-8-1.png create mode 100644 man/figures/README-unnamed-chunk-9-1.png delete mode 100644 man/hello.Rd delete mode 100644 man/hello2.Rd create mode 100644 man/plot2.Rd diff --git a/.Rbuildignore b/.Rbuildignore index 7b677d4f..b6f2bfa6 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -1,3 +1,5 @@ ^.git$ ^.*\.Rproj$ ^\.Rproj\.user$ +^_EXAMPLES$ +^README\.Rmd$ diff --git a/DESCRIPTION b/DESCRIPTION index d153e3a5..2501b751 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,14 +1,20 @@ Package: plot2 Type: Package -Title: What the Package Does Using Title Case -Version: 1.0 +Title: Lightweight extension of the base R plot function, with support for + automatic grouping and legend printing, and several other enhancements +Version: 0.0.0.9000 Date: 2023-02-21 Author: Grant McDermott Maintainer: Grant McDermott -Description: More details about what the package does. See - - for details on how to write this part. -License: GPL (>= 2) -Suggests: tinytest +Description: Making base plot less painful. +License: GPL (>= 2) +Depends: + R (>= 3.3) +Imports: + graphics, + grDevices +Suggests: + tinytest, + basetheme Encoding: UTF-8 RoxygenNote: 7.2.3 diff --git a/LICENSE b/LICENSE deleted file mode 100644 index d159169d..00000000 --- a/LICENSE +++ /dev/null @@ -1,339 +0,0 @@ - GNU GENERAL PUBLIC LICENSE - Version 2, June 1991 - - Copyright (C) 1989, 1991 Free Software Foundation, Inc., - 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA - Everyone is permitted to copy and distribute verbatim copies - of this license document, but changing it is not allowed. - - Preamble - - The licenses for most software are designed to take away your -freedom to share and change it. By contrast, the GNU General Public -License is intended to guarantee your freedom to share and change free -software--to make sure the software is free for all its users. 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If this is what you want to do, use the GNU Lesser General -Public License instead of this License. diff --git a/NAMESPACE b/NAMESPACE index df2f637b..80341ac1 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,3 +1,18 @@ -## export all regularly named functions -## (but allow for private functions whose name starts with a dot).name <- function(...) -exportPattern("^[[:alpha:]]+") +# Generated by roxygen2: do not edit by hand + +S3method(plot2,default) +S3method(plot2,formula) +export(plot2) +importFrom(grDevices,hcl.colors) +importFrom(grDevices,hcl.pals) +importFrom(grDevices,palette.colors) +importFrom(grDevices,palette.pals) +importFrom(graphics,axis) +importFrom(graphics,box) +importFrom(graphics,grconvertX) +importFrom(graphics,lines) +importFrom(graphics,par) +importFrom(graphics,plot.new) +importFrom(graphics,plot.window) +importFrom(graphics,points) +importFrom(graphics,title) diff --git a/R/hello.R b/R/hello.R deleted file mode 100644 index 25685126..00000000 --- a/R/hello.R +++ /dev/null @@ -1,5 +0,0 @@ - -## a placeholder -hello <- function(txt = "world") { - cat("Hello, ", txt, "\n") -} diff --git a/R/hello2.R b/R/hello2.R deleted file mode 100644 index 25d33766..00000000 --- a/R/hello2.R +++ /dev/null @@ -1,13 +0,0 @@ -##' A placeholder function using roxygen -##' -##' This function shows a standard text on the console. In a time-honoured -##' tradition, it defaults to displaying \emph{hello, world}. -##' @param txt An optional character variable, defaults to \sQuote{world} -##' @return Nothing is returned but as a side effect output is printed -##' @examples -##' hello2() -##' hello2("and goodbye") -##' @export -hello2 <- function(txt = "world") { - cat("Hello, ", txt, "\n") -} diff --git a/R/plot2-package.R b/R/plot2-package.R new file mode 100644 index 00000000..16b7d6c1 --- /dev/null +++ b/R/plot2-package.R @@ -0,0 +1,21 @@ +#' \code{plot2-package} +#' +#' @title plot2: Lightweight extension of the base R plot function, with support +#' for automatic grouping and legend printing, and several other enhancements +#' +#' @description The goal of **plot2** is to extend the functionality of base R's +#' default (2D) `plot()` function, particularly as it applies to scatter and +#' line plots with grouped data. For example, **plot2** makes it easy to plot +#' different categories of a dataset in a single function call and highlight +#' these categories (groups) using modern colour palettes. Coincident with +#' this grouping support, **plot2** also produces automatic legends with scope +#' for further customization. While the package also offers several other +#' minor enhancements, it tries as far as possible to be a drop-in replacement +#' for the equivalent base plot function. Users should be able to swap a valid +#' `plot` call with `plot2` without any changes to the expected output. +#' +#' @docType package +#' @aliases plot2-package +#' @name plot2-package +#' @keywords internal +"_PACKAGE" \ No newline at end of file diff --git a/R/plot2.R b/R/plot2.R index 61c8d354..59d61b50 100644 --- a/R/plot2.R +++ b/R/plot2.R @@ -1,9 +1,155 @@ +#' @title Lightweight extension of the base R plotting function that supports +#' automatic grouping and legend printing, and a several other enhancements. +#' +#' @description `plot2` extends the functionality of base R's +#' default (2D) `plot` function, particularly as it applies to scatter and +#' line plots with grouped data. For example, `plot2` makes it easy to plot +#' different categories of a dataset in a single function call and highlight +#' these categories (groups) using modern colour palettes. Coincident with +#' this grouping support, `plot2` also produces automatic legends with scope +#' for further customization. While the package also offers several other +#' minor enhancements, it tries as far as possible to be a drop-in replacement +#' for the equivalent base plot function. Users should generally be able to +#' swap a valid `plot` call with `plot2` without any changes to the output. +#' +#' @param x,y the x and y arguments provide the x and y coordinates for the +#' plot. Any reasonable way of defining the coordinates is acceptable. See +#' the function xy.coords for details. If supplied separately, they must be +#' of the same length. +#' @param by the grouping variable that you want to categorize (i.e., colour) +#' the plot by. +#' @param formula a `formula` that may also include a grouping variable after a +#' "|", such as `y ~ x | z`. +#' @param data a data.frame (or list) from which the variables in formula +#' should be taken. A matrix is converted to a data frame. +#' @param type 1-character string giving the type of plot desired. The +#' following values are possible, for details, see plot: "p" for points, "l" +#' for lines, "b" for both points and lines, "c" for empty points joined by +#' lines, "o" for overplotted points and lines, "s" and "S" for stair steps +#' and "h" for histogram-like vertical lines. Finally, "n" does not produce +#' any points or lines. +#' @param xlim the x limits (x1, x2) of the plot. Note that x1 > x2 is allowed +#' and leads to a ‘reversed axis’. The default value, NULL, indicates that +#' the range of the `finite` values to be plotted should be used. +#' @param ylim the y limits of the plot. +# #' @param log Not supported yet, +#' @param main a main title for the plot, see also `title`. +#' @param sub a subtitle for the plot. +#' @param xlab a label for the x axis, defaults to a description of x. +#' @param ylab a label for the y axis, defaults to a description of y. +#' @param ann a logical value indicating whether the default annotation (title +#' and x and y axis labels) should appear on the plot. +#' @param axes a logical value indicating whether both axes should be drawn on +#' the plot. Use `graphical parameter` "xaxt" or "yaxt" to suppress just one of +#' the axes. +#' @param frame.plot a logical indicating whether a box should be drawn around +#' the plot. +#' @param grid a panel grid plotting function like `grid()`. This argument +#' replaces the `panel.first` and `panel.last` arguments from base `plot()` +#' and tries to make the process more seemless with better default behaviour. +#' @param asp the y/xy/x aspect ratio, see `plot.window`. +#' @param palette a string corresponding to one of the supported palettes +#' listed by either `palette.pals()` or `hcl.pals()`. +#' @param palette.args list of additional arguments passed to either +#' `palette.colors()` or `hcl.colors`, depending on which string was passed +#' to the `palette` argument. For example, you might have "recycle = TRUE" +#' if using a `palette.colors` palette. +#' @param legend.position one of the position keywords supported by `legend`. +#' In addition, `plot2` supports adding an exclamation point to two keywords +#' in particular: "bottom!" and "right!". These will place the legend outside +#' of the plotting area and adjust the margins of the plot accordingly. If no +#' legend is desired, then the user can also specify "none". +#' @param legend.args list of additional arguments passed on to `legend`. At +#' the moment, only "bty", "horiz", "xpd", and "title" are supported. +#' @param pch plotting "character", i.e., symbol to use. See `pch`. +#' @param ... other `graphical` parameters (see `par` and also the "Details" +#' section of `plot`). +#' +#' @importFrom grDevices hcl.colors hcl.pals palette.colors palette.pals +#' @importFrom graphics axis box grconvertX lines par plot.new plot.window points title +#' +#' @examples +#' +#' # plot2 should be a drop-in replacement for (most) regular plot calls. For +#' # example: +#' +#' plot(0:10) +#' plot2(0:10) +#' +#' plot(airquality$Day, airquality$Temp) +#' plot2(airquality$Day, airquality$Temp) # same +#' +#' plot(Temp ~ Day, data = airquality) # base formula method +#' plot2(Temp ~ Day, data = airquality) # same +#' +#' # Unlike vanilla plot, however, plot2 allows you to characterize groups +#' # (using either the `by` argument or equivalent `|` formula syntax). +#' # Notice that we also get an automatic legend. +#' +#' plot2(airquality$Day, airquality$Temp, by = airquality$Month) +#' plot2(Temp ~ Day | Month, airquality) +#' +#' # The legend can be customized and automatically responds to plot element +#' # changes. Note the use of "!" in the `legend.position` argument to place +#' # the legend outside the plot area. +#' +#' plot2( +#' Temp ~ Day | Month, airquality, +#' type = "l", +#' legend.position = "right!" +#' ) +#' +#' # The default group colours are either "Okabe-Ito" or "Viridis", depending +#' # on the number of groups. But this is easily changed with the palette +#' # argument. Note that all palettes supported by `palette.pals()` and +#' # `hcl.pals()` are supported out-of-the-box. Just pass any of the string +#' # values generated by either of these functions. +#' +#' plot2( +#' Temp ~ Day | Month, airquality, +#' type = "l", +#' legend.position = "right!", +#' palette = "Tropic" +#' ) +#' +#' # Its possible to add a lot more customization to your plots using the +#' # accompanying legend.args and palette.args arguments. Here's a quick +#' # example, where we also show off the enhanced `grid` argument. +#' +#' plot2( +#' Temp ~ Day | Month, airquality, +#' type = "b", pch = 17, +#' grid = grid(), frame.plot = FALSE, +#' legend.position = "right!", legend.args = list(bty = "n", title = NULL), +#' palette = "Tropic", palette.args = list(alpha = 0.8) +#' ) +#' +#' # Because plot2 is ultimately just a wrapper around regular plot, any +#' # theming elements set by `par` etc. should carry over. For nice +#' # out-of-the-box themes, I recommend the `basetheme` package. +#' +#' library(basetheme) +#' basetheme("royal") # or "clean", "dark", "ink", "brutal", etc. +#' +#' plot2( +#' Temp ~ Day | Month, airquality, +#' type = "b", pch = 17, +#' grid = grid(), frame.plot = FALSE, +#' legend.position = "right!", legend.args = list(bty = "n", title = NULL), +#' palette = "Tropic", palette.args = list(alpha = 0.8) +#' ) +#' +#' basetheme(NULL) # back to default +#' +#' @rdname plot2 +#' @export plot2 = function(x, y, ...) { UseMethod("plot2") } - +#' @rdname plot2 +#' @export plot2.default = function( x, y = NULL, @@ -23,13 +169,12 @@ plot2.default = function( asp = NA, grid = NULL, palette = NULL, - # palette.args = NULL, - legend.position = c("auto", "bottom", "right", "none"), + palette.args = list(), + legend.position = NULL, + legend.args = list(), pch = NULL, ...) { - legend.position = match.arg(legend.position) - if (is.null(y)) { y = x xlab = "Index" @@ -37,7 +182,7 @@ plot2.default = function( if (is.null(xlab)) xlab = deparse(substitute(x)) if (is.null(ylab)) ylab = deparse(substitute(y)) - + if (is.null(legend.args$title)) ltitle = deparse(substitute(by)) if (is.null(xlim)) xlim = range(x) if (is.null(ylim)) ylim = range(y) @@ -48,23 +193,68 @@ plot2.default = function( } else { split_data = list(list(x=x, y=y)) } + + ngrps = length(split_data) # colour palette - if (is.null(palette)) palette = "Dark 2" - cols = hcl.colors(length(split_data), palette = palette) + if (is.null(palette)) { + if (ngrps<=9) { + palette = "Okabe-Ito" + palette_fun = palette.colors + } else { + palette = "Viridis" + palette_fun = hcl.colors + } + } else if (palette %in% palette.pals()) { + palette_fun = palette.colors + } else if (palette %in% hcl.pals()) { + palette_fun = hcl.colors + } else { + warning( + "\nPalette string not recogized. Must be a value produced by either", + "`palette.pals()` or `hcl.pals()`.", + "\nUsing default option instead.\n" + ) + if (ngrps<=9) { + palette = "Okabe-Ito" + palette_fun = palette.colors + } else { + palette = "Viridis" + palette_fun = hcl.colors + } + } + + cols = do.call( + function(...) Map(palette_fun, n = ngrps, palette = palette, ...), + args = palette.args + )[[1]] # Save current graphical parameters opar = par(no.readonly = TRUE) + reset_par = FALSE # legend + + bty = ifelse(!is.null(legend.args[["bty"]]), legend.args[["bty"]], "o") + horiz = ifelse(!is.null(legend.args[["horiz"]]), legend.args[["horiz"]], FALSE) + xpd = ifelse(!is.null(legend.args[["xpd"]]), legend.args[["xpd"]], NA) + + ltitle = NULL + if(!is.null(legend.args[["title"]])) ltitle = legend.args[["title"]] - if (legend.position=="auto") { - legend.position = ifelse(length(split_data)>1, "bottom", "none") + if (is.null(legend.position)) { + legend.position = ifelse(length(split_data)>1, "bottom!", "none") } if (legend.position!="none") { - if (length(split_data)>1) { + if (exists("title", where = legend.args)) { + ltitle = legend.args[["title"]] + } else if (!is.null(by)) { + ltitle = deparse(substitute(by)) + } + + if (ngrps>1) { legend = names(split_data) } else { legend = ylab @@ -74,8 +264,9 @@ plot2.default = function( if (type %in% c("p", "b", "o")) pch_type = ifelse(!is.null(pch), pch, 1) if (type %in% c("l", "b", "o")) lty_type = 1 - if (legend.position=="bottom") { + if (legend.position=="bottom!") { + reset_par = TRUE # Margins of the plot (the first is the bottom margin) # par(mar=c(0.1, par('mar')[2:4])) # optional, removes bottom inner margin space plot.new() @@ -83,20 +274,22 @@ plot2.default = function( pos_anchor = "top" horiz = TRUE - l = legend( + lgnd = legend( 0, 0, bty = "n", legend = legend, horiz = horiz, pch = pch_type, lty = lty_type, + # title = ltitle, plot = FALSE ) # calculate bottom margin height in ndc - h = grconvertX(l$rect$h, to="ndc") - grconvertX(0, to="ndc") + h = grconvertX(lgnd$rect$h, to="ndc") - grconvertX(0, to="ndc") inset = c(0, 1+2.5*h) par(omd = c(0,1,0+h,1)) - } else if (legend.position=="right") { + } else if (legend.position=="right!") { + reset_par = TRUE # Margins of the plot (the first is the bottom margin) par(mar=c(par("mar")[1:3], 0.1)) # remove right inner margin space @@ -105,29 +298,38 @@ plot2.default = function( pos_anchor = "left" horiz = FALSE - l = legend( + lgnd = legend( 0, 0, bty = "n", legend = legend, pch = pch_type, lty = lty_type, + title = ltitle, plot = FALSE ) # calculate right margin width in ndc - w = grconvertX(l$rect$w, to="ndc") - grconvertX(0, to="ndc") - inset = c(1, 0) + w = grconvertX(lgnd$rect$w, to="ndc") - grconvertX(0, to="ndc") + w = w*1.5 + inset = c(1.025, 0) par(omd = c(0, 1-w, 0, 1)) + } else { + pos_anchor = legend.position + inset = 0 + horiz = horiz + plot.new() } legend( - pos_anchor, inset = inset, - bty="n", + x = pos_anchor, + inset = inset, legend = legend, - xpd = NA, + bty = bty, horiz = horiz, pch = pch_type, lty = lty_type, - col = cols + col = cols, + xpd = xpd, + title = ltitle ) - } else { + } else if(legend.position=="none") { plot.new() @@ -178,10 +380,12 @@ plot2.default = function( sub = sub ) - on.exit(par(opar)) + if (reset_par) on.exit(par(opar)) } +#' @rdname plot2 +#' @export plot2.formula = function( formula, data = parent.frame(), @@ -199,8 +403,9 @@ plot2.formula = function( asp = NA, grid = NULL, palette = NULL, - # palette.args = NULL, - legend.position = "auto", + palette.args = list(), + legend.position = NULL, + legend.args = list(), pch = NULL, ... ) { @@ -220,18 +425,14 @@ plot2.formula = function( x = data[[x]] y = data[[y]] - if (!is.null(by)) by = data[[by]] + if (!is.null(by)) { + if (!exists("title", where = legend.args)) legend.args$title = by + by = data[[by]] + } if (is.null(xlim)) xlim = range(x) if (is.null(ylim)) ylim = range(y) - - # if (!is.null(by)) { - # split_data = split(data, data[[by]]) - # } else { - # split_data = list(data) - # } - plot2.default( x = x, y = y, by = by, data = data, @@ -249,8 +450,9 @@ plot2.formula = function( asp = asp, grid = grid, palette = palette, - # palette.args = NULL, + palette.args = palette.args, legend.position = legend.position, + legend.args = legend.args, pch = pch, ... ) diff --git a/README.Rmd b/README.Rmd new file mode 100644 index 00000000..a989bb1c --- /dev/null +++ b/README.Rmd @@ -0,0 +1,196 @@ +--- +output: github_document +--- + + + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>", + fig.path = "man/figures/README-", + out.width = "100%", + dpi = 300 +) +``` + +# plot2 + + + + +A lightweight extension of the base R `plot` function, with support for +automatic grouping and legend handling, and several other enhancements. + +## Installation + +You can install the development version of **plot2** from +[GitHub](https://github.com/): + +``` r +# install.packages("remotes") +remotes::install_github("grantmcdermott/plot2") +``` + +## Motivation + +R users are spoiled for choice when it comes to visualization frameworks. The +options of course include **ggplot2** (in my opinion, the most important +graphics system of the last decade) and **lattice**, not to mention a +bewildering array of extensions built around, on top, and in between these +amazing packages. + +It is perhaps not surprising then that the base R graphics system sometimes gets +short shrift. This is unfortunate, because base R offers extraordinarily +powerful and flexible plotting facilities. Just type in `demo("graphics")` in +your R console to get an idea, or see these two excellent +[introductory](https://github.com/karoliskoncevicius/tutorial_r_introduction/blob/main/baseplotting.md) +[tutorials](https://quizzical-engelbart-d15a44.netlify.app/2021-2022_m2-data-2_visu-2_practice#1). The downside of this power and flexibility is that plotting in base R +can require quite a lot of manual tinkering. A case in point is plotting grouped +data and then generating an appropriate legend. Doing this with the generic +`plot()` function can require several function calls (e.g., or a loop), fiddling +with your plot regions, and writing the legend out manually. + +The goal of `plot2` is to remove this annoyance by providing a lightweight +extension of the base (2D) `plot` function, particularly as it applies to +scatter and line plots with grouped data. For example, `plot2` makes it easy to +plot different categories of a dataset in a single function call and highlight +these categories (groups) using modern colour palettes. Coincident with this +grouping support, `plot2` also produces automatic legends with scope for further +customization. While the package offers several other minor enhancements, it +tries as far as possible to be a drop-in replacement for the equivalent base +plot function. Users should be able to swap a valid `plot` call with `plot2` +without any changes to the expected output. + +In summary, consider trying the **plot2** package if you are looking for a more +convenient version of the base R `plot` functionality. You can use pretty much +the same syntax and all of your theming elements should carry over too. It has +no other dependencies than base R itself, which might make it more suitable for +situations where dependency management is expensive (e.g., an R application +running ina browser via [WebAssembly](https://docs.r-wasm.org/webr/latest/).) + +## Examples + +Let's load the package then walk through some examples. + +```{r} +library(plot2) +``` + +As far as possible, `plot2` tries to be a drop-in replacement for regular `plot` +calls. + +```{r} +op = par(mfrow = c(1, 2)) + +plot(0:10, main = "plot") +plot2(0:10, main = "plot2") +``` + +Similarly, we can plot elements from a data frame using either the atomic or +formula methods. + +```{r} +op = par(mfrow = c(2, 2)) + +plot(airquality$Day, airquality$Temp, main = "plot") +plot(Temp ~ Day, data = airquality, main = "plot (formula)") +plot2(airquality$Day, airquality$Temp, main = "plot2") +plot2(Temp ~ Day, data = airquality, main = "plot2 (formula)") + +par(op) # reset to a unique (single) plot frame +``` + +So far, so good. Where `plot2` starts to diverge from its base counterpart, +however, is when it comes to grouped data. In particular, `plot2` allows you to +characterize groups using either the `by` argument. Notice that we also get an +automatic legend (we'll return to that shortly). + +```{r} +plot2(airquality$Day, airquality$Temp, by = airquality$Month) +``` + +Even more convenient is to use the equivalent formula syntax. Just place the +grouping variable after a vertical bar `|`. + +```{r} +plot2(Temp ~ Day | Month, airquality) +``` + +At this point, experienced base plot users might protest that you _can_ colour +by groups using the `col` argument.^[E.g., +`plot(airquality$Day, airquality$Temp, col = airquality$Month)`.] This is true, +but there are several points to push back on. First, you don't get an automatic +legend. Second, the base `plot` formula method doesn't specify the grouping +within the formula itself (not a deal-breaker, but particularly consistent in my +view). Third, and perhaps most importantly, this grouping doesn't carry over +to line plots (i.e., type="l"). Instead, you have to transpose your data and use +`mplot`.^[See +[this](https://stackoverflow.com/questions/10519873/how-to-create-a-line-plot-with-groups-in-base-r-without-loops) +old StackOverflow thread.] + +We can contrast this with `plot2` where converting to a grouped line plot is a +simple argument change. I'll also use this as opportunity to highlight that +the legend responds accordingly to these plot element changes and can be +further customized. Note the use of the "!" in the `legend.position` argument +to place the legend _outside_ the plot area. + +```{r} +plot2( + Temp ~ Day | Month, airquality, + type = "l", + legend.position = "right!" +) +``` + +Let's quickly pivot to colour palettes. The default group colours in `plot2` are +either "Okabe-Ito" or "Viridis", depending on the number of groups. But this is +easily changed via the `palette` argument. Note that all palettes supported by +`palette.pals()` and `hcl.pals()` are supported out-of-the-box.^[See the +accompanying help pages of those functions for more details, or read the +[article](https://arxiv.org/pdf/2303.04918.pdf) by Achim Zeileis and Paul +Murrell.] Just pass on an appropriate palette name as a string. + +```{r} +plot2( + Temp ~ Day | Month, airquality, + type = "l", + legend.position = "right!", + palette = "Tableau 10" +) +``` + +Its possible to add a lot more customization to your plots using the +accompanying `legend.args` and `palette.args` arguments. You can turn off +the legend title and bounding box, switch the direction of the text, add +transparency to your colour palette, etc. etc. Here's a quick penultimate +example, where we also show off the enhanced `grid` argument. + +```{r} +plot2( + Temp ~ Day | Month, airquality, + type = "b", pch = 17, + grid = grid(), frame.plot = FALSE, + legend.position = "right!", legend.args = list(bty = "n", title = NULL), + palette = "Tropic", palette.args = list(alpha = 0.8) +) +``` + +Finally, because `plot2` is ultimately just a wrapper around base `plot`, any +theming elements set by `par` etc. should carry over too. For nice +out-of-the-box themes, I recommend the **basetheme** package. + +```{r} +library(basetheme) +basetheme("royal") # or "clean", "dark", "ink", "brutal", etc. + +plot2( + Temp ~ Day | Month, airquality, + type = "b", pch = 17, + grid = grid(), frame.plot = FALSE, + legend.position = "right!", legend.args = list(bty = "n", title = NULL), + palette = "Tropic", palette.args = list(alpha = 0.8) +) + +basetheme(NULL) # back to default +``` \ No newline at end of file diff --git a/README.md b/README.md index 886d0171..a6bcb77c 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,219 @@ + + + # plot2 -Lightweight extension of base R's plot function + + + + +A lightweight extension of the base R `plot` function, with support for +automatic grouping and legend handling, and several other enhancements. + +## Installation + +You can install the development version of **plot2** from +[GitHub](https://github.com/): + +``` r +# install.packages("remotes") +remotes::install_github("grantmcdermott/plot2") +``` + +## Motivation + +R users are spoiled for choice when it comes to visualization +frameworks. The options of course include **ggplot2** (in my opinion, +the most important graphics system of the last decade) and **lattice**, +not to mention a bewildering array of extensions built around, on top, +and in between these amazing packages. + +It is perhaps not surprising then that the base R graphics system +sometimes gets short shrift. This is unfortunate, because base R offers +extraordinarily powerful and flexible plotting facilities. Just type in +`demo("graphics")` in your R console to get an idea, or see these two +excellent +[introductory](https://github.com/karoliskoncevicius/tutorial_r_introduction/blob/main/baseplotting.md) +[tutorials](https://quizzical-engelbart-d15a44.netlify.app/2021-2022_m2-data-2_visu-2_practice#1). +The downside of this power and flexibility is that plotting in base R +can require quite a lot of manual tinkering. A case in point is plotting +grouped data and then generating an appropriate legend. Doing this with +the generic `plot()` function can require several function calls (e.g., +or a loop), fiddling with your plot regions, and writing the legend out +manually. + +The goal of `plot2` is to remove this annoyance by providing a +lightweight extension of the base (2D) `plot` function, particularly as +it applies to scatter and line plots with grouped data. For example, +`plot2` makes it easy to plot different categories of a dataset in a +single function call and highlight these categories (groups) using +modern colour palettes. Coincident with this grouping support, `plot2` +also produces automatic legends with scope for further customization. +While the package offers several other minor enhancements, it tries as +far as possible to be a drop-in replacement for the equivalent base plot +function. Users should be able to swap a valid `plot` call with `plot2` +without any changes to the expected output. + +In summary, consider trying the **plot2** package if you are looking for +a more convenient version of the base R `plot` functionality. You can +use pretty much the same syntax and all of your theming elements should +carry over too. It has no other dependencies than base R itself, which +might make it more suitable for situations where dependency management +is expensive (e.g., an R application running ina browser via +[WebAssembly](https://docs.r-wasm.org/webr/latest/).) + +## Examples + +Let’s load the package then walk through some examples. + +``` r +library(plot2) +``` + +As far as possible, `plot2` tries to be a drop-in replacement for +regular `plot` calls. + +``` r +op = par(mfrow = c(1, 2)) + +plot(0:10, main = "plot") +plot2(0:10, main = "plot2") +``` + + + +Similarly, we can plot elements from a data frame using either the +atomic or formula methods. + +``` r +op = par(mfrow = c(2, 2)) + +plot(airquality$Day, airquality$Temp, main = "plot") +plot(Temp ~ Day, data = airquality, main = "plot (formula)") +plot2(airquality$Day, airquality$Temp, main = "plot2") +plot2(Temp ~ Day, data = airquality, main = "plot2 (formula)") +``` + + + +``` r + +par(op) # reset to a unique (single) plot frame +``` + +So far, so good. Where `plot2` starts to diverge from its base +counterpart, however, is when it comes to grouped data. In particular, +`plot2` allows you to characterize groups using either the `by` +argument. Notice that we also get an automatic legend (we’ll return to +that shortly). + +``` r +plot2(airquality$Day, airquality$Temp, by = airquality$Month) +``` + + + +Even more convenient is to use the equivalent formula syntax. Just place +the grouping variable after a vertical bar `|`. + +``` r +plot2(Temp ~ Day | Month, airquality) +``` + + + +At this point, experienced base plot users might protest that you *can* +colour by groups using the `col` argument.[^1] This is true, but there +are several points to push back on. First, you don’t get an automatic +legend. Second, the base `plot` formula method doesn’t specify the +grouping within the formula itself (not a deal-breaker, but particularly +consistent in my view). Third, and perhaps most importantly, this +grouping doesn’t carry over to line plots (i.e., type=“l”). Instead, you +have to transpose your data and use `mplot`.[^2] + +We can contrast this with `plot2` where converting to a grouped line +plot is a simple argument change. I’ll also use this as opportunity to +highlight that the legend responds accordingly to these plot element +changes and can be further customized. Note the use of the “!” in the +`legend.position` argument to place the legend *outside* the plot area. + +``` r +plot2( + Temp ~ Day | Month, airquality, + type = "l", + legend.position = "right!" +) +``` + + + +Let’s quickly pivot to colour palettes. The default group colours in +`plot2` are either “Okabe-Ito” or “Viridis”, depending on the number of +groups. But this is easily changed via the `palette` argument. Note that +all palettes supported by `palette.pals()` and `hcl.pals()` are +supported out-of-the-box.[^3] Just pass on an appropriate palette name +as a string. + +``` r +plot2( + Temp ~ Day | Month, airquality, + type = "l", + legend.position = "right!", + palette = "Tableau 10" +) +``` + + + +Its possible to add a lot more customization to your plots using the +accompanying `legend.args` and `palette.args` arguments. You can turn +off the legend title and bounding box, switch the direction of the text, +add transparency to your colour palette, etc. etc. Here’s a quick +penultimate example, where we also show off the enhanced `grid` +argument. + +``` r +plot2( + Temp ~ Day | Month, airquality, + type = "b", pch = 17, + grid = grid(), frame.plot = FALSE, + legend.position = "right!", legend.args = list(bty = "n", title = NULL), + palette = "Tropic", palette.args = list(alpha = 0.8) +) +``` + + + +Finally, because `plot2` is ultimately just a wrapper around base +`plot`, any theming elements set by `par` etc. should carry over too. +For nice out-of-the-box themes, I recommend the **basetheme** package. + +``` r +library(basetheme) +basetheme("royal") # or "clean", "dark", "ink", "brutal", etc. + +plot2( + Temp ~ Day | Month, airquality, + type = "b", pch = 17, + grid = grid(), frame.plot = FALSE, + legend.position = "right!", legend.args = list(bty = "n", title = NULL), + palette = "Tropic", palette.args = list(alpha = 0.8) +) +``` + + + +``` r + +basetheme(NULL) # back to default +``` + +[^1]: E.g., + `plot(airquality$Day, airquality$Temp, col = airquality$Month)`. + +[^2]: See + [this](https://stackoverflow.com/questions/10519873/how-to-create-a-line-plot-with-groups-in-base-r-without-loops) + old StackOverflow thread. + +[^3]: See the accompanying help pages of those functions for more + details, or read the [article](https://arxiv.org/pdf/2303.04918.pdf) + by Achim Zeileis and Paul Murrell. diff --git a/_EXAMPLES/examples.R b/_EXAMPLES/examples.R new file mode 100644 index 00000000..7ac45e7d --- /dev/null +++ b/_EXAMPLES/examples.R @@ -0,0 +1,140 @@ +plot2( + Temp ~ Day | Month, + data = airquality, + type = "b" +) + +plot2( + Temp ~ Day | Month, + data = airquality, + type = "b", pch = 17, + grid = grid(), frame.plot = FALSE, + palette = "Tropic" +) + +plot2( + Temp ~ Day | Month, + data = airquality, + type = "b", pch = 17, + grid = grid(), frame.plot = FALSE, + palette = "Tropic", + legend.position = "right!" +) + +plot2( + Temp ~ Day | Month, + data = airquality, + type = "b", pch = 17, + grid = grid(), frame.plot = FALSE, + palette = "Tropic", + legend.position = "right!", legend.args = list(bty = "n") +) + +plot2( + Temp ~ Day | Month, + data = airquality, + type = "b", pch = 17, + grid = grid(), frame.plot = FALSE, + palette = "Tropic", + legend.position = "right!", legend.args = list(bty = "n", title = NULL) +) + +plot(mtcars$mpg, mtcars$wt) +plot2(mtcars$mpg, mtcars$wt) + +plot(mpg ~ wt, mtcars) +plot2(mpg ~ wt, mtcars) +plot2(mpg ~ wt, mtcars, pch = 19, palette.args = list(alpha=0.3)) +plot2(mpg ~ wt, mtcars, pch = 19, palette.args = list(alpha=0.3), col = "blue") +plot2(mpg ~ wt, mtcars, grid = grid(), frame.plot = FALSE) + + +plot2(mpg~wt, mtcars, legend.position = "bottom!") +plot2(mpg~wt, mtcars, legend.position = "bottom", pch = 17) +plot2(mpg~wt, mtcars, legend.position = "right") +plot2(mpg~wt, mtcars, legend.position = "right!") + +plot2(mtcars$wt, mtcars$mpg, by = mtcars$cyl) +plot2(mtcars$wt, mtcars$mpg, by = mtcars$cyl, legend.position = "none") +plot2(mpg ~ wt | cyl, data = mtcars) + +plot2( + mtcars$wt, mtcars$mpg, by = mtcars$cyl, + type = "b", main = "Cars", + palette ="Classic Tableau" +) +plot2( + mpg ~ wt | cyl, data = mtcars, + type = "b", main = "Cars", + palette = "Classic Tableau" +) + +plot2( + mpg ~ wt | cyl, mtcars, + type = "b", main = "Cars", + palette = "Classic Tableau", + legend.position = "right!" +) + +plot2( + mpg ~ wt | cyl, + mtcars, + pch = 19, + legend.position = "right!", legend.args = list(bty="n"), + type = "b", main = "Cars", + palette = "Classic Tableau", palette.args = list(alpha = 0.3), + frame.plot = FALSE, grid = grid() +) + +# dev.off() +# +# debugonce(plot2) + +set.seed(123456L) +# 60 time periods, 30 individuals, and 5 waves of treatment +tmax = 60; imax = 30; nlvls = 5 +dat = + expand.grid(time = 1:tmax, id = 1:imax) |> + within({ + + cohort = NA + effect = NA + first_treat = NA + + for (chrt in 1:imax) { + cohort = ifelse(id==chrt, sample.int(nlvls, 1), cohort) + } + + for (lvls in 1:nlvls) { + effect = ifelse(cohort==lvls, sample(2:10, 1), effect) + first_treat = ifelse(cohort==lvls, sample(1:(tmax+20), 1), first_treat) + } + + first_treat = ifelse(first_treat>tmax, Inf, first_treat) + treat = time>=first_treat + rel_time = time - first_treat + y = id + time + ifelse(treat, effect*rel_time, 0) + rnorm(imax*tmax) + + rm(chrt, lvls, cohort, effect) + }) + +plot2( + y ~ time | id, dat, type = "l", legend.position = "none", + grid = grid(), frame.plot = FALSE +) + +plot2( + y ~ time | id, dat, type = "l", legend.position = "none", + grid = grid(), frame.plot = FALSE, palette = "Tropic" +) + +library(basetheme) +# https://github.com/karoliskoncevicius/basetheme/wiki/Theme-List +basetheme("dark") +plot2( + y ~ time | id, dat, + type = "l", legend.position = "none", + # grid = grid(), frame.plot = FALSE, + palette = "Tropic" +) 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