Given a vector of strings, I would like to create an expression without the quotation marks.
# eg, I would like to go from
c(\"string1\", \"string2\")
# to...
I tend to use as.quoted
from the plyr package
outputString <- sprintf('list(%s)', paste(input, collapse = ', '))
library(plyr)
output <- as.quoted(outputString)[[1]]
mydt[, eval(output)]
string1 string2
1: A a
2: B b
3: C c
However if it is simply column selection, you can pass the string and use ..
(which, like in the Unix terminal, means to "look up one level")
mydt[ , ..input]
string1 string2
1: A a
2: B b
3: C c
Here is what I'd do:
## Create an example of a data.table "dt" whose columns you want to index
## using a character vector "xx"
library(data.table)
dt <- data.table(mtcars)
xx <- c("wt", "mpg")
## Construct a call object identical to that produced by quote(list("wt", "mpg"))
jj <- as.call(lapply(c("list", xx), as.symbol))
## Try it out
dt[1:5,eval(jj)]
# wt mpg
# 1: 2.620 21.0
# 2: 2.875 21.0
# 3: 2.320 22.8
# 4: 3.215 21.4
# 5: 3.440 18.7
When "computing on the language" like this, it's often helpful to have a look at the structure of the object you're trying to construct. Based on the following (and once you know about as.call()
and as.symbol()
), creating the desired language object becomes a piece of cake:
x <- quote(list(wt, mpg))
str(x)
# language list(wt, mpg)
class(x)
# [1] "call"
str(as.list(x))
# List of 3
# $ : symbol list
# $ : symbol wt
# $ : symbol mpg
I found these answers helpful but incomplete for using variables and multiple lines within the expression. To create a quoted expression from strings, with variables and multiple lines make use of quote(), atop() and subsititute():
# Prepare variables
samp_skewness = round(skewness(dv),2)
samp_kurtosis = round(kurtosis(dv),2)
samp_var = round(var(dv))
samp_summ <- summary(dv)
num_samples = length(dv)
# Prepare quotes containing math annotations
q1 = quote(paste(mu,"="))
q2 = quote(paste(sigma,"="))
q3 = quote(paste(gamma[1],"="))
q4 = quote(paste(gamma[2],"="))
# Use subsitition to construct the expression, passing in the variables and quoted expressions
title = substitute(atop(paste("Top Title, # samples: ", ns),
paste(e1,v1,", ",e2,v2,", ",e3,v3,", ",e4,v4)),
list(ns=num_samples,v1=round(samp_summ['Mean']),v2=samp_var,
v3=samp_skewness,v4=samp_kurtosis,e1=q1,e2=q2,e3=q3,e4=q4))
In ggplot: ...
labs(title = title) +
...