stat(통계) R 언어 Integrating PHP and R

2016.11.17 20:06

졸리운_곰 조회 수:1785

Integrating PHP and R

I know I’m not the only one who’s asked this question. After all, with great content management systems like Drupal, it would very cool to be able to drop an R module into some PHP code and instantly have a web app popping out some snazzy looking ggplot graphics. After spending some time Google searching for an easy implementation and finding very little in the PHP + R space, I was able to piece together a method for integrating the two. It uses no JavaScript… no AJAX… just plain old PHP.

 

The poor man’s R web app

Disclaimer: There are many reasons why you shouldn’t actually stick the following code on the web for all to see. It is a very stripped down example, which is great for experimenting on a localhost, but has some serious security flaws.

This implementation of PHP and R consists of only two files. One written in PHP, and the other an R script. The PHP returns a form which uses the GET method to send a variable N to the server. When the form is submitted, the PHP will then execute an R script from the shell using a combination of the PHP command exec() and the Rscript shell command. This command will pass the variable N to the R script. The R script will then execute and save a histogram plot of N normally distributed values to the filesystem. Finally, when the R script is complete, the PHP will return the HTML tag containing the saved images path. First, the PHP file…

<?php
// poorman.php
 
echo "<form action='poorman.php' method='get'>";
echo "Number values to generate: <input type='text' name='N' />";
echo "<input type='submit' />";
echo "</form>";
 
if(isset($_GET['N']))
{
  $N = $_GET['N'];
 
  // execute R script from shell
  // this will save a plot at temp.png to the filesystem
  exec("Rscript my_rscript.R $N");
 
  // return image tag
  $nocache = rand();
  echo("<img src='temp.png?$nocache' />");
}
?>

and the R script…

# my_rscript.R
 
args <- commandArgs(TRUE)
 
N <- args[1]
x <- rnorm(N,0,1)
 
png(filename="temp.png", width=500, height=500)
hist(x, col="lightblue")
dev.off()

Finally, to help you visualize the whole process a bit better, below is a screenshot of the results…

Some Issues

This is a very simple example that works fine on a localhost, but there are some BIG issues that need to be resolved before this code is opened up to the web.

경축! 아무것도 안하여 에스천사게임즈가 새로운 모습으로 재오픈 하였습니다.
어린이용이며, 설치가 필요없는 브라우저 게임입니다.
https://s1004games.com

  1. The user input isn’t sanitized
  2. Only one user can be using this web app at a time
  3. More care needs to be taken with read/write access
  4. More care needs to be taken with the relative file paths
  5. Speed?
  6. … and I’m sure I’m missing many more

The bottom line is that with less than 20 lines of code we are able to generate R graphics in a browser… everything else is just details.

 

[출처] https://www.r-bloggers.com/integrating-php-and-r/

 

 

 

본 웹사이트는 광고를 포함하고 있습니다.
광고 클릭에서 발생하는 수익금은 모두 웹사이트 서버의 유지 및 관리, 그리고 기술 콘텐츠 향상을 위해 쓰여집니다.
번호 제목 글쓴이 날짜 조회 수
공지 오라클 기본 샘플 데이터베이스 졸리운_곰 2014.01.02 86673
공지 [SQL컨셉] 서적 "SQL컨셉"의 샘플 데이타 베이스 SAMPLE DATABASE of ORACLE 가을의 곰을... 2013.02.10 79031
공지 [G_SQL] Sample Database 가을의 곰을... 2012.05.20 95791
21 # NoSQL 데이터 모델링 졸리운_곰 2017.01.02 1471
20 NoSQL file 졸리운_곰 2017.01.02 2131
19 주요 NoSQL들에 대한 초간단 정리 졸리운_곰 2017.01.02 1773
18 NoSQL 데이터 모델링 2 file 졸리운_곰 2017.01.02 1680
17 NoSQL 데이터 모델링 1 file 졸리운_곰 2017.01.02 1641
16 [NoSQL] 정리 file 졸리운_곰 2017.01.02 1724
15 Key-Value Model and Document Data Model 졸리운_곰 2017.01.02 1287
14 no-sql 데이터모델링 file 졸리운_곰 2017.01.02 1323
13 NoSQL에 대해서 간단히 알아보자! / CAP 이론? file 졸리운_곰 2016.12.25 1358
12 NoSQL 데이타 모델링 #2 file 졸리운_곰 2016.12.25 1146
11 NoSQL 데이타 모델링 #1 file 졸리운_곰 2016.12.25 1724
10 MongoDB 스키마 디자인의 함정 졸리운_곰 2016.06.06 1277
9 MongoDB 스키마 디자인을 위한 6가지 규칙 요약 졸리운_곰 2016.06.06 1474
8 MongoDB Schema 디자인 하기 졸리운_곰 2016.06.06 1740
7 [MongoDB] 설치후 사용하기 (1) 졸리운_곰 2016.05.10 1483
6 MongoDB from DBguide.net file 졸리운_곰 2016.05.10 1278
5 MongoDB를 쓰면서 알게 된 것들 file 졸리운_곰 2016.05.10 2030
4 MongoDB 간단 사용법 졸리운_곰 2016.05.10 1851
3 MongoDB, 설치와 간단 사용법 졸리운_곰 2016.05.10 1537
2 초간단 Mongo DB Quick Start Guide file 졸리운_곰 2016.05.10 1419
대표 김성준 주소 : 경기 용인 분당수지 U타워 등록번호 : 142-07-27414
통신판매업 신고 : 제2012-용인수지-0185호 출판업 신고 : 수지구청 제 123호 개인정보보호최고책임자 : 김성준 sjkim70@stechstar.com
대표전화 : 010-4589-2193 [fax] 02-6280-1294 COPYRIGHT(C) stechstar.com ALL RIGHTS RESERVED