我想编写一个辅助函数,一次性总结 A、B 和 C 列的百分比变化。我想在 rlang 的帮助下将字符串传递给 dplyr 的“mutate”参数。不幸的是,我收到一条错误消息,说我有一个意外的“,”。可以请您看一下吗?提前致谢!
library(rlang) #read text inputs and return vars
library(dplyr)
set.seed(10)
dat <- data.frame(A=rnorm(10,0,1),
B=rnorm(10,0,1),
C=rnorm(10,0,1),
D=2001:2010)
calc_perct_chg <- function(input_data,
target_Var_list,
year_Var_name){
#create new variable names
mutate_varNames <- paste0(target_Var_list,rep("_pct_chg = ",length(target_Var_list)))
#generate text for formula
mutate_formula <- lapply(target_Var_list,function(x){output <- paste0("(",x,"-lag(",x,"))/lag(",x,")");return(output)})
mutate_formula <- unlist(mutate_formula) #convert list to a vector
#generate arguments for mutate
mutate_args <<- paste0(mutate_varNames,collapse=",",mutate_formula)
#data manipulation
output <- input_data %>%
arrange(!!parse_quo(year_Var_name,env=caller_env())) %>%
mutate(!!parse_quo(mutate_args,env=caller_env()))
#output data frame
return(output)
}
# error: unexpected ',' …Run Code Online (Sandbox Code Playgroud)