Machine Learning Made Easy

Setting up Working Directory and Creating Folder Structure

Introduction

In this Blog we will look at how to set up working directories in R. Before starting any project it is important to create the directory so that all the results are stored in that location.Specifically we will look at how to check the following

Check Default Working Directory
Set a new working directory
Go one level up in the root directory
Create New folder
List files in a folder
Delete files from a folder
Copy/Move files between Folder
Open a file physically using R

Installing the library: dplyr,tidyr and stringr

if(!require("dplyr")){
  
  install.packages("dplyr")
}else{
  
  library(dplyr)
}

if(!require("tidyr")){
  
  install.packages("tidyr")
}else{
  
  library(tidyr)
}

if(!require("stringr")){
  
  install.packages("stringr")
}else{
  
  library(stringr)
}

Getting the Current Working Directory

It is important to know the location of current working directory so that you can locate subfolders, files,etc

getwd()

[1] "C:/Users/Dell/Downloads"

Changing the Current Working Directory

Let us set the working directory to Documents folder

setwd("C:/Users/Dell/Documents")

Go one level up in the Root/Parent Directory

We will set the current working directory to Documents. We will then go one level up so that the working directory becomes Dell

setwd("C:/Users/Dell/Documents")
setwd('..')
getwd()

[1] "C:/Users/Dell"

List of All the files in a folder(or a Working directory)

lsfiles<-list.files(getwd())
lsfiles

 [1] "Blog-14-Setting-up-Directory-and-Folders.html"
 [2] "Blog-14-Setting-up-Directory-and-Folders.Rmd" 
 [3] "Blog-14-Setting up Directory and Folders.Rmd" 
 [4] "ChromeSetup.exe"                              
 [5] "desktop.ini"                                  
 [6] "Docs"                                         
 [7] "Downloaded Python R Codes"                    
 [8] "Excel files"                                  
 [9] "Pics"                                         
[10] "PPTS"                                         
[11] "warpbreaks.csv"

List of All the csv files

lscsvfiles<-list.files(getwd(),pattern = ".csv")
lscsvfiles

[1] "warpbreaks.csv"

Create a new folder

Here first we will check if the folder already exists and if it doesnt, we will create a new one

if(!dir.exists("C://Users//Dell//Documents//Dummy")){
  
  dir.create("C://Users//Dell//Documents//Dummy")
  
}else{
  
  temp<-"Do Nothing"
}

Delete Files from a Folder

Lets delete the file named “warpbreaks - Copy.csv” from the Downloads folder

setwd("C://Users//Dell////Downloads")
file.remove("warpbreaks - Copy.csv")

[1] FALSE

Copy a file from one folder to another

Lets copy the file “warpbreaks.csv” from Downloads to Documents. Here we will do the following things:

Check if “warpbreaks.csv” exists in Documents
move the file from DOwnloads to Documents
Check again to see if “warpbreaks.csv” has been copied in Documents
copy the same file from Documents into Downloads

if(!require("filesstrings")){
  
  install.packages("filesstrings")
}else{
  
  library(filesstrings)
}

file.exists("C://Users//Dell//Documents//warpbreaks.csv")

[1] TRUE

# It gives a False

file.move( "C://Users//Dell//Downloads//warpbreaks.csv",
        "C://Users//Dell//Documents")

# A TRUE indicates that the file has been moved
file.exists("C://Users//Dell//Documents//warpbreaks.csv")

[1] TRUE

file.copy( "C://Users//Dell//Documents//warpbreaks.csv",
        "C://Users//Dell//Downloads")

[1] FALSE

Open the file physically

Lets open the file named warpbreaks.csv from the Downalods folder

file.show("C://Users//Dell//Documents//warpbreaks.csv")

Final Comments

We saw how we can set working directories, create folders and move/copy files.These normally come in handy while working on a Data set

Link to Previous R Blogs

https://ml-withparag.com/

List of Datasets for Practise

https://hofmann.public.iastate.edu/data_in_r_sortable.html

https://vincentarelbundock.github.io/Rdatasets/datasets.html