From aa97cf5cb2cc17ea4dc0f48e30b815117fbfaf9b Mon Sep 17 00:00:00 2001 From: rmsheridan Date: Wed, 1 Sep 2021 08:58:31 -0600 Subject: [PATCH 1/3] updated README --- README.Rmd | 101 +++++++++++++------ README.md | 120 +++++++++++++++++------ man/figures/README-unnamed-chunk-3-1.png | Bin 231690 -> 173367 bytes man/figures/README-unnamed-chunk-4-1.png | Bin 174052 -> 184354 bytes man/figures/README-unnamed-chunk-5-1.png | Bin 235275 -> 144416 bytes man/figures/README-unnamed-chunk-6-1.png | Bin 247196 -> 231690 bytes man/figures/README-unnamed-chunk-7-1.png | Bin 0 -> 146092 bytes 7 files changed, 157 insertions(+), 64 deletions(-) create mode 100644 man/figures/README-unnamed-chunk-7-1.png diff --git a/README.Rmd b/README.Rmd index 89fefd1..3b31130 100644 --- a/README.Rmd +++ b/README.Rmd @@ -21,6 +21,12 @@ knitr::opts_chunk$set( [![Codecov test coverage](https://codecov.io/gh/rnabioco/ggtrace/branch/master/graph/badge.svg)](https://codecov.io/gh/rnabioco/ggtrace?branch=master) +## Overview + +A scatter plot is a common way to compare two continuous variables. However, when there are thousands of data points, it can be difficult to distinguish between groups based on color alone. ggtrace provides ggplot2 geoms that highlight groups of data points with an outline for emphasis. + +
+ ## Installation You can install the development version of ggtrace from [GitHub](https://github.com/rnabioco/ggtrace) with: @@ -32,9 +38,9 @@ devtools::install_github("rnabioco/ggtrace")
-## Rationale +## Basic Usage -A scatter plot is a common way to compare two continuous variables. However, when there are thousands of data points, it can be difficult to distinguish between groups based on color alone. ggtrace provides ggplot2 geoms that highlight groups of data points with an outline for emphasis . +`geom_point_trace` accepts graphical parameters normally passed to `geom_point` to control the appearance of data points. The appearance of the group outline can be controlled using the following additional parameters, `trace_color`, `trace_size`, `trace_linetype`, and `trace_alpha`. ```{r, fig.width = 8, fig.height = 6} library(ggplot2) @@ -46,62 +52,93 @@ p <- ggplot( ) + theme_minimal() -p + - geom_point_trace( - trace_color = "black", - trace_size = 1 - ) -``` - -To add a single outline around all points plotted, set `trace_position` to 'bottom'. - -```{r, fig.width = 8, fig.height = 6} p + geom_point_trace( trace_color = "black", trace_size = 1, - trace_position = "bottom" + trace_linetype = 1, + trace_alpha = 1 ) ``` -A single cluster can be highlighted using standard ggplot2 syntax. +
-```{r, fig.width = 8, fig.height = 6} -p + - geom_point() + - geom_point_trace( - data = ~ subset(.x, cluster %in% c("c1", "c10")), - trace_size = 1 - ) -``` +## Aesthetics -The trace color can be scaled based on a discrete or continuous variable +Like other `ggplot2` geoms, variables can be mapped to the new aesthetic attributes. -```{r, fig.width = 8, fig.height = 6} +```{r} ggplot( clusters, aes(UMAP_1, UMAP_2, trace_color = cluster) ) + theme_minimal() + - geom_point_trace(trace_size = 2) + geom_point_trace( + trace_size = 2 + ) ``` -By specifying `group` within `aes()`, outlines can be added when coloring with a continuous variable +By specifying `group` within `aes()`, outlines can also be added when coloring with a continuous variable. -```{r, fig.width = 8, fig.height = 6} -ggplot( +```{r} +p <- ggplot( clusters, aes(UMAP_1, UMAP_2, color = signal, group = cluster) ) + - theme_minimal() + - scale_color_gradientn( - colors = c("white", "red") + theme_minimal() + +p + + scale_color_gradient(low = "white", high = "red") + + geom_point_trace( + trace_size = 0.5 + ) +``` + +A set of `scale_trace_*` functions allows additional control of outline aesthetics. + +```{r} +p <- ggplot( + clusters, + aes(UMAP_1, UMAP_2, trace_color = sample) +) + + theme_minimal() + +p + + geom_point_trace( + color = "white", + trace_size = 2 ) + - geom_point_trace(trace_size = 0.5) + scale_trace_color_manual( + values = c("red", "#0072B2") + ) ``` +
+## Position +The 'position' of the outline can be modified with the `outline_position` parameter. This can be 'all', 'bottom', or a predicate selecting the points to outline. By default 'all' groups are outlined. +To only add a single outline around all points plotted, set `trace_position` to 'bottom'. +```{r, fig.width = 8, fig.height = 6} +p <- ggplot( + clusters, + aes(UMAP_1, UMAP_2, color = cluster) +) + + theme_minimal() + +p + + geom_point_trace( + trace_position = "bottom" + ) +``` +A subset of data points can be highlighted by passing a predicate to `outline_position`. This must evaluate to `TRUE` or `FALSE` within the context of the input data. + +```{r} +p + + geom_point_trace( + trace_position = signal < 0 + ) +``` diff --git a/README.md b/README.md index fdab630..7ebc3be 100644 --- a/README.md +++ b/README.md @@ -10,6 +10,16 @@ coverage](https://codecov.io/gh/rnabioco/ggtrace/branch/master/graph/badge.svg)](https://codecov.io/gh/rnabioco/ggtrace?branch=master) +## Overview + +A scatter plot is a common way to compare two continuous variables. +However, when there are thousands of data points, it can be difficult to +distinguish between groups based on color alone. ggtrace provides +ggplot2 geoms that highlight groups of data points with an outline for +emphasis. + +
+ ## Installation You can install the development version of ggtrace from @@ -22,13 +32,13 @@ devtools::install_github("rnabioco/ggtrace")
-## Rationale +## Basic Usage -A scatter plot is a common way to compare two continuous variables. -However, when there are thousands of data points, it can be difficult to -distinguish between groups based on color alone. ggtrace provides -ggplot2 geoms that highlight groups of data points with an outline for -emphasis . +`geom_point_trace` accepts graphical parameters normally passed to +`geom_point` to control the appearance of data points. The appearance of +the group outline can be controlled using the following additional +parameters, `trace_color`, `trace_size`, `trace_linetype`, and +`trace_alpha`. ``` r library(ggplot2) @@ -42,66 +52,112 @@ p <- ggplot( p + geom_point_trace( - trace_color = "black", - trace_size = 1 + trace_color = "black", + trace_size = 1, + trace_linetype = 1, + trace_alpha = 1 ) ``` -To add a single outline around all points plotted, set `trace_position` -to ‘bottom’. +
+ +## Aesthetics + +Like other `ggplot2` geoms, variables can be mapped to the new aesthetic +attributes. ``` r -p + +ggplot( + clusters, + aes(UMAP_1, UMAP_2, trace_color = cluster) +) + + theme_minimal() + geom_point_trace( - trace_color = "black", - trace_size = 1, - trace_position = "bottom" + trace_size = 2 ) ``` -A single cluster can be highlighted using standard ggplot2 syntax. +By specifying `group` within `aes()`, outlines can also be added when +coloring with a continuous variable. ``` r +p <- ggplot( + clusters, + aes(UMAP_1, UMAP_2, color = signal, group = cluster) +) + + theme_minimal() + p + - geom_point() + + scale_color_gradient(low = "white", high = "red") + geom_point_trace( - data = ~ subset(.x, cluster %in% c("c1", "c10")), - trace_size = 1 + trace_size = 0.5 ) ``` -The trace color can be scaled based on a discrete or continuous variable +A set of `scale_trace_*` functions allows additional control of outline +aesthetics. ``` r -ggplot( +p <- ggplot( clusters, - aes(UMAP_1, UMAP_2, trace_color = cluster) + aes(UMAP_1, UMAP_2, trace_color = sample) ) + - theme_minimal() + - geom_point_trace(trace_size = 2) + theme_minimal() + +p + + geom_point_trace( + color = "white", + trace_size = 2 + ) + + scale_trace_color_manual( + values = c("red", "#0072B2") + ) ``` -By specifying `group` within `aes()`, outlines can be added when -coloring with a continuous variable +
+ +## Position + +The ‘position’ of the outline can be modified with the +`outline_position` parameter. This can be ‘all’, ‘bottom’, or a +predicate selecting the points to outline. By default ‘all’ groups are +outlined. + +To only add a single outline around all points plotted, set +`trace_position` to ‘bottom’. ``` r -ggplot( +p <- ggplot( clusters, - aes(UMAP_1, UMAP_2, color = signal, group = cluster) + aes(UMAP_1, UMAP_2, color = cluster) ) + - theme_minimal() + - scale_color_gradientn( - colors = c("white", "red") - ) + - geom_point_trace(trace_size = 0.5) + theme_minimal() + +p + + geom_point_trace( + trace_position = "bottom" + ) ``` + +A subset of data points can be highlighted by passing a predicate to +`outline_position`. This must evaluate to `TRUE` or `FALSE` within the +context of the input data. + +``` r +p + + geom_point_trace( + trace_position = signal < 0 + ) +``` + + diff --git a/man/figures/README-unnamed-chunk-3-1.png b/man/figures/README-unnamed-chunk-3-1.png index f000393d7bef30085bbc905a8cb713344f043494..15ecc1d522cd72ab3b4ebfc1f2594b8cfb36b2ad 100644 GIT binary patch literal 173367 zcmbSy1y>whux;b+BoG{e1PB(~J-AzfOK^7?++BjZdw}5X?(XjH?sxLNci#_qYmM}p zIjg%*o$9JxyY>l@mlZ=n#6tuC07XJvL=gZWvj6~M10E9m%k7!C0r(5SM*OEe0HAjN zdqebF7ySYN5dm zjyp7lMHI}34={c(U%hW+N%92T+GmDuJ?o#}DpQ+>DQ^6+_paskoQ#b3*_`iJlOI2X z>fxfpLqqxq9B5oLfq;KUBx zh@RfZnS;Qny0KZzc8(F*pn9y^F#Nc`Zv{VG$H7We-rTMgU4|BZ@y0?|DS`%4$dIJCo1=au$Qhc9dM~xQpBbY zk@;;LiI`5k3HMlU%Uo_Ir4XMlP8TYkU_2Dixyq^zwr1nMdwHS^=sTH@TvgHM+Vf)k zfqf^wG)1d#4X1nmgP+#(aK9wVf=DN{S0S63SVkwM1lKJ)ND90*_*EiuBsYRrHz1s| zRD!HC;AU)3EpoN8;6*F9bhoW_dp@rHxZ(^zHLYK%Ha;ou(_z@qMSvDc6aY{Az`Vg^ z-^rZ#=iNsX{z%XnaycU7jld>Vajd&L6mKR|6^yA($-PQ?q*6Ga$x9avSiH7I%tsS~2 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zB}WZ%D)H3t7x&>Np8M~S!wA43o9F2N@C*F^mK*S6@(8hCb@ZmIX60t#K8fj_N*aNQqp6u z8ScJK+sh(5Q0Q=U9IV`^sS&W#AKQmnM-WljDXT*RN0slz_`~L+k!AiLZbcXfgcrx= z90uYlrQ*Pq*C=g`RHdVB71mf?9UaR(4@5ZuwFd%$`R=YT0)ZjXd Date: Wed, 1 Sep 2021 08:59:48 -0600 Subject: [PATCH 2/3] use predicate for trace_position --- R/geom-point-trace.R | 92 ++++++++++++++++++++++++++++++++------------ 1 file changed, 68 insertions(+), 24 deletions(-) diff --git a/R/geom-point-trace.R b/R/geom-point-trace.R index 9783056..e3c247f 100644 --- a/R/geom-point-trace.R +++ b/R/geom-point-trace.R @@ -41,17 +41,61 @@ #' that define both data and aesthetics and shouldn't inherit behaviour from #' the default plot specification, e.g. [borders()]. #' @eval rd_aesthetics("geom", "point_trace") -#' @rdname geom_point_trace +#' @importFrom dplyr filter mutate #' @export # https://stackoverflow.com/questions/67573707/ggplot-extension-function-to-plot-a-superimposed-mean-in-a-scatterplot geom_point_trace <- function(mapping = NULL, data = NULL, stat = "identity", position = "identity", ..., trace_position = "all", na.rm = FALSE, show.legend = NA, inherit.aes = TRUE) { - if (!trace_position %in% c("all", "bottom")) { - stop("trace_position must be either 'all' or 'bottom'") + if (rlang::is_call(rlang::enexpr(trace_position))) { + + bkgd_data <- data + + if (!is.null(data)) { + data <- ggplot2::fortify(data) + } + + if (rlang::is_function(data)) { + + data_fn <- data + + data <- ggplot2::fortify(~ dplyr::filter(data_fn(...), {{trace_position}})) + + } else if (is.data.frame(data) || is.null(data)) { + + data <- ggplot2::fortify(~ dplyr::filter(.x, {{trace_position}})) + } + + bkgd_params <- list(na.rm = na.rm, ...) + bkgd_params <- bkgd_params[!grepl("^trace_", names(bkgd_params))] + bkgd_mapping <- mapping[!grepl("^trace_", names(mapping))] + + bkgd_lyr <- ggplot2::layer( + data = bkgd_data, + mapping = bkgd_mapping, + stat = stat, + geom = ggplot2::GeomPoint, + position = position, + show.legend = show.legend, + inherit.aes = inherit.aes, + params = bkgd_params + ) + + } else if (is.character(rlang::enexpr(trace_position)) && trace_position == "bottom") { + + data <- ggplot2::fortify(~ dplyr::mutate(.x, BOTTOM_TRACE_GROUP = "BOTTOM_TRACE_GROUP")) + + if (is.null(mapping)) { + mapping <- ggplot2::aes() + } + + mapping$group <- sym("BOTTOM_TRACE_GROUP") + + } else if (!is.character(rlang::enexpr(trace_position)) || !trace_position %in% c("all", "bottom")) { + stop("trace_position must be 'all' or 'bottom' or a predicate specifying which points to trace") } - layer( + trace_lyr <- layer( data = data, mapping = mapping, stat = stat, @@ -59,12 +103,14 @@ geom_point_trace <- function(mapping = NULL, data = NULL, stat = "identity", pos position = position, show.legend = show.legend, inherit.aes = inherit.aes, - params = list( - trace_position = trace_position, - na.rm = na.rm, - ... - ) + params = list(na.rm = na.rm, ...) ) + + if (rlang::is_call(rlang::enexpr(trace_position))) { + trace_lyr <- list(bkgd_lyr, trace_lyr) + } + + trace_lyr } #' GeomPointTrace @@ -81,27 +127,19 @@ GeomPointTrace <- ggplot2::ggproto( non_missing_aes = c("size", "shape", "colour", "trace_size", "trace_colour", "trace_linetype"), default_aes = ggplot2::aes( - shape = 19, - colour = "black", - fill = NA, - alpha = 1, - size = 1.5, - stroke = 0.5, + shape = 19, + colour = "black", + fill = NA, + alpha = 1, + size = 1.5, + stroke = 0.5, trace_color = "black", trace_alpha = 1, trace_size = 1, trace_linetype = 1 ), - setup_data = function(data, params) { - if (params$trace_position == "bottom") { - data$group <- -1 - } - - data - }, - - draw_group = function(data, panel_params, coord, trace_position = "all", na.rm = FALSE) { + draw_group = function(self, data, panel_params, coord, trace_position = "all", na.rm = FALSE) { if (is.character(data$shape)) { data$shape <- translate_shape_string(data$shape) @@ -307,4 +345,10 @@ translate_trace_shape <- function(pch) { res } +#' Helper to name grid objects +#' @noRd +ggname <- function(prefix, grob) { + grob$name <- grid::grobName(grob, prefix) + grob +} From 783669589cbe0cdef9f297068f535de6e7182684 Mon Sep 17 00:00:00 2001 From: rmsheridan Date: Wed, 1 Sep 2021 09:00:26 -0600 Subject: [PATCH 3/3] updated documentation --- NAMESPACE | 9 +++++ R/ggplot-doc.R | 10 ------ R/scale-trace-linetype.R | 6 ++++ R/scale-trace-manual.R | 3 ++ R/{utilities.R => utilities-ggplot2.R} | 47 ++++++++++++++------------ R/utilities-tidy-eval.R | 6 ++-- man/ggplot2-ggproto.Rd | 2 +- man/tidyeval.Rd | 5 +++ 8 files changed, 52 insertions(+), 36 deletions(-) delete mode 100644 R/ggplot-doc.R rename R/{utilities.R => utilities-ggplot2.R} (71%) diff --git a/NAMESPACE b/NAMESPACE index 2972311..5e73f54 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -7,6 +7,7 @@ export(GeomPointTrace) export(as_label) export(as_name) export(draw_key_point_trace) +export(enexpr) export(enquo) export(enquos) export(expr) @@ -43,6 +44,8 @@ export(scale_trace_size_ordinal) export(sym) export(syms) import(ggplot2) +importFrom(dplyr,filter) +importFrom(dplyr,mutate) importFrom(grid,gpar) importFrom(grid,grobName) importFrom(grid,grobTree) @@ -50,10 +53,16 @@ importFrom(grid,pointsGrob) importFrom(rlang,"%||%") importFrom(rlang,":=") importFrom(rlang,.data) +importFrom(rlang,abort) importFrom(rlang,as_label) importFrom(rlang,as_name) +importFrom(rlang,enexpr) importFrom(rlang,enquo) importFrom(rlang,enquos) importFrom(rlang,expr) +importFrom(rlang,is_call) +importFrom(rlang,is_function) +importFrom(rlang,is_missing) importFrom(rlang,sym) importFrom(rlang,syms) +importFrom(rlang,warn) diff --git a/R/ggplot-doc.R b/R/ggplot-doc.R deleted file mode 100644 index 6aa68a5..0000000 --- a/R/ggplot-doc.R +++ /dev/null @@ -1,10 +0,0 @@ -#' Base ggproto classes for ggplot2 -#' -#' If you are creating a new geom, stat, position, or scale in another package, -#' you'll need to extend from `ggplot2::Geom`, `ggplot2::Stat`, -#' `ggplot2::Position`, or `ggplot2::Scale`. -#' -#' @seealso ggproto -#' @keywords internal -#' @name ggplot2-ggproto -NULL diff --git a/R/scale-trace-linetype.R b/R/scale-trace-linetype.R index 4bdbe36..b9c05e0 100644 --- a/R/scale-trace-linetype.R +++ b/R/scale-trace-linetype.R @@ -10,6 +10,12 @@ scale_trace_linetype_binned <- function(..., na.value = "blank") { binned_scale("trace_linetype", "linetype_b", binned_pal(scales::linetype_pal()), ...) } +binned_pal <- function(palette) { + function(x) { + palette(length(x)) + } +} + #' @rdname scale_trace_linetype #' @export scale_trace_linetype_continuous <- function(...) { diff --git a/R/scale-trace-manual.R b/R/scale-trace-manual.R index ba2f2fd..450099f 100644 --- a/R/scale-trace-manual.R +++ b/R/scale-trace-manual.R @@ -138,3 +138,6 @@ manual_scale <- function(aesthetic, values = NULL, breaks = waiver(), ..., limit } discrete_scale(aesthetic, "manual", pal, breaks = breaks, limits = limits, ...) } + +is.waive <- function(x) inherits(x, "waiver") + diff --git a/R/utilities.R b/R/utilities-ggplot2.R similarity index 71% rename from R/utilities.R rename to R/utilities-ggplot2.R index edfcf78..5a7b2ab 100644 --- a/R/utilities.R +++ b/R/utilities-ggplot2.R @@ -1,13 +1,16 @@ - -#' Name ggplot grid object -#' Helper to name grid objects -#' https://github.com/tidyverse/ggplot2/blob/master/R/utilities-grid.r -#' @noRd -ggname <- function(prefix, grob) { - grob$name <- grid::grobName(grob, prefix) - grob -} - +#' Base ggproto classes for ggplot2 +#' +#' If you are creating a new geom, stat, position, or scale in another package, +#' you'll need to extend from `ggplot2::Geom`, `ggplot2::Stat`, +#' `ggplot2::Position`, or `ggplot2::Scale`. +#' +#' @seealso ggproto +#' @keywords internal +#' @name ggplot2-ggproto +NULL + +# Helpers used to add info for geom documentation +# https://github.com/tidyverse/ggplot2/blob/master/R/utilities-help.r rd_aesthetics <- function(type, name) { obj <- switch( type, @@ -46,6 +49,8 @@ rd_aesthetics_item <- function(x) { ) } +# Used by rd_aesthetics +# https://github.com/tidyverse/ggplot2/blob/master/R/layer.r check_subclass <- function(x, subclass, argname = to_lower_ascii(subclass), env = parent.frame()) { @@ -71,16 +76,16 @@ check_subclass <- function(x, subclass, argname = to_lower_ascii(subclass), } # Look for object first in parent environment and if not found, then in -# ggplot2 namespace environment. This makes it possible to override default +# ggplot2 namespace environment. This makes it possible to override default # scales by setting them in the parent environment. +# Used by check_subclass +# https://github.com/tidyverse/ggplot2/blob/master/R/scale-type.R find_global <- function(name, env, mode = "any") { - if (exists(name, envir = env, mode = mode)) { return(get(name, envir = env, mode = mode)) } nsenv <- asNamespace("ggplot2") - if (exists(name, envir = nsenv, mode = mode)) { return(get(name, envir = nsenv, mode = mode)) } @@ -88,6 +93,9 @@ find_global <- function(name, env, mode = "any") { NULL } +# Convert to camel case +# Used by check_subclass +# https://github.com/tidyverse/ggplot2/blob/master/R/layer.r camelize <- function(x, first = FALSE) { x <- gsub("_(.)", "\\U\\1", x, perl = TRUE) @@ -98,20 +106,15 @@ camelize <- function(x, first = FALSE) { x } +# Used by camelize +# https://github.com/tidyverse/ggplot2/blob/master/R/utilities.r firstUpper <- function(s) { paste0(to_upper_ascii(substring(s, 1, 1)), substring(s, 2)) } -# Use chartr() for safety since toupper() fails to convert i to I in Turkish locale +# Used by camelize and check_subclass +# https://github.com/tidyverse/ggplot2/blob/master/R/utilities.r lower_ascii <- "abcdefghijklmnopqrstuvwxyz" upper_ascii <- "ABCDEFGHIJKLMNOPQRSTUVWXYZ" to_lower_ascii <- function(x) chartr(upper_ascii, lower_ascii, x) to_upper_ascii <- function(x) chartr(lower_ascii, upper_ascii, x) - -binned_pal <- function(palette) { - function(x) { - palette(length(x)) - } -} - -is.waive <- function(x) inherits(x, "waiver") diff --git a/R/utilities-tidy-eval.R b/R/utilities-tidy-eval.R index ee86850..0e98487 100644 --- a/R/utilities-tidy-eval.R +++ b/R/utilities-tidy-eval.R @@ -41,7 +41,7 @@ #' @md #' @name tidyeval #' @keywords internal -#' @importFrom rlang expr enquo enquos sym syms .data := %||% as_name as_label -#' @aliases expr enquo enquos sym syms .data := %||% as_name as_label -#' @export expr enquo enquos sym syms .data := %||% as_name as_label +#' @importFrom rlang abort warn is_call is_function is_missing expr enexpr enquo enquos sym syms .data := %||% as_name as_label +#' @aliases abort warn is_call is_function is_missing expr enquo enquos sym syms .data := %||% as_name as_label +#' @export expr enexpr enquo enquos sym syms .data := %||% as_name as_label NULL diff --git a/man/ggplot2-ggproto.Rd b/man/ggplot2-ggproto.Rd index 732d0bf..826ae8d 100644 --- a/man/ggplot2-ggproto.Rd +++ b/man/ggplot2-ggproto.Rd @@ -1,5 +1,5 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/geom-point-trace.R, R/ggplot-doc.R +% Please edit documentation in R/geom-point-trace.R, R/utilities-ggplot2.R \docType{data} \name{GeomPointTrace} \alias{GeomPointTrace} diff --git a/man/tidyeval.Rd b/man/tidyeval.Rd index cf6592d..47b05eb 100644 --- a/man/tidyeval.Rd +++ b/man/tidyeval.Rd @@ -2,6 +2,11 @@ % Please edit documentation in R/utilities-tidy-eval.R \name{tidyeval} \alias{tidyeval} +\alias{abort} +\alias{warn} +\alias{is_call} +\alias{is_function} +\alias{is_missing} \alias{expr} \alias{enquo} \alias{enquos}

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