quantmod chartSeries TA inside a function: an environment issue?

Question

Supplying an argument to TA in chartSeries inside a function only works when TA´s are in .GlobalEnv$. Taking .GlobalEnv$ out, it gets this error:

Error in addTA(cChart.env$I1, col = "red", on = 1) : 
object 'cChart.env' not found

It seems that chartSeries is looking for TA´s only in global environment.

#lib
library(quantmod)
#function
left <- function(x, n)  if(n>0) substr(x, 1, n) else substr(x, 1-n, nchar(x))
cChart=function(chart,dt_venc,nSem,diasPos=0){
  dt_ini=dt_venc-(7*nSem)
  dt_fim=dt_ini+4
  dt_fim=dt_fim+diasPos
  dt_ini=dt_ini-120
  price <- Cl(chart)

  #it only worked with .GlobalEnv$cChart.env
  .GlobalEnv$cChart.env=list( # cChart.env=list(...) does not work
     I1 = SMA(price,10)
    ,I2 = SMA(price,20)
    ,I3 = SMA(price,50)
    ,I4 = SMA(price,100)
  )
  #it only worked with .GlobalEnv$cChart.env

  TA=list("addTA(cChart.env$I1,col='red',on=1)"
          ,"addTA(cChart.env$I2,col='blue',on=1)"
          ,"addTA(cChart.env$I3,col='#009900',on=1)"
          ,"addTA(cChart.env$I4,col='black',on=1)"
          ,"addBBands(22)")
  assign(deparse(substitute(chart)),chart)
  chartSeries(chart,type='candlesticks',theme=chartTheme('white',up.col='#009900',dn.col='darkred')
              ,subset=paste0(dt_ini,'/',dt_fim)
              ,major.ticks='weeks'
              ,TA=TA)
  print(deparse(substitute(chart)))
}
#input
getSymbols('PETR4.SA')
hj=Sys.Date()
p4=PETR4.SA[paste0('2017-01-01/',hj)]
colnames(p4)=left(colnames(p4),-9)
p4=p4[complete.cases(p4) & p4$Volume > 0,]
#routine
dt_venc=as.date('2018-01-15') 
cChart(p4,dt_venc,nSem=2,diasPos=0)

Is there an option for TA´s environment?

score 1 · Accepted Answer · answered Feb 04 '18 at 01:38

I've simplified your code, because it distracts from your core problem. Here are two options for solving your problem.

#option 1: explicitly use addTA

chart2 <- function(x) {
  x <- x[complete.cases(x)]
  I1 = SMA(Cl(x),10)
  TA <- list("addTA(I1,col='red',on=1)")
  chartSeries(x,type='candlesticks',theme=chartTheme('white',up.col='#009900',dn.col='darkred')
              #,subset=paste0(dt_ini,'/',dt_fim)
              ,major.ticks='weeks'
              ,TA=NULL)
  addTA(I1, col='red',on=1)
  #plot(current.chob())
}
# this works:
chart2(PETR4.SA["2017"])

This alternative approach might be new, so I've added an example of theme and pars which you could modify for your own purposes as a little bit of an extra starter.

# option 2: use chart_Series instead and you won't have the problem (also looks better?)

# Completely optional:
chart_theme1 <- function() {
  myTheme<-chart_theme()
  myTheme$col$up.col<-'darkgreen'
  myTheme$col$dn.col<-'darkred'
  myTheme$col$dn.border <- 'black'
  myTheme$col$up.border <- 'black'
  myTheme$rylab <- FALSE
  myTheme$col$grid <- "lightgrey"
  myTheme
}

# Completely optional:
chart_pars1 <- function() {
  myPars <- chart_pars()
  myPars$cex <- 1
  myPars$mar <- c(3, 2.5, 0, 0) # default is c(3, 1, 0, 1)  # bottom, left, top, right c(3, 2, 0, .2)
  myPars
}





chart3 <- function(x) {
  x <- x[complete.cases(x)]
  I1 = SMA(Cl(x),10)
  TA <- list("add_TA(I1,col='purple',on=1)")
  chart_Series(x, TA = TA, theme = chart_theme1(), pars = chart_pars1())

  #add_TA(I1, col='red',on=1)

}
# this works, no error
chart3(PETR4.SA["2017"])

chart3 does not work when I add BB: `TA <- list("add_TA(I1,col='purple',on=1)","addBBands(22)")` — xm1, Feb 05 '18 at 14:21
It will work if you use `add_BBands` instead of `addBBands`, or individually add the bollinger bands with `add_TA(..., on =1)`. The underscore indicates the plot type in quantmod. You can't mix `addTA` with `chart_Series` (use `add_TA`). — FXQuantTrader, Feb 06 '18 at 00:32

quantmod chartSeries TA inside a function: an environment issue?

1 Answers1