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https://github.com/nuest/fastr-docker
FastR Dockerfile
https://github.com/nuest/fastr-docker
Last synced: about 2 months ago
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FastR Dockerfile
- Host: GitHub
- URL: https://github.com/nuest/fastr-docker
- Owner: nuest
- License: gpl-3.0
- Created: 2017-08-22T10:25:56.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-09-03T22:14:28.000Z (about 5 years ago)
- Last Synced: 2024-05-02T12:01:40.998Z (5 months ago)
- Language: Dockerfile
- Size: 23.4 KB
- Stars: 4
- Watchers: 4
- Forks: 1
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
README
# FastR Dockerfile
> [FastR](https://github.com/oracle/fastr) is an implementation of the R Language in Java atop [Truffle](https://github.com/oracle/graal/blob/master/truffle/README.md), a framework for building self-optimizing AST interpreters. FastR is be polyglot, efficient, and compatible. ([source](https://github.com/oracle/fastr/blob/master/README.md))
  [](https://microbadger.com/images/nuest/fastr "Get your own image badge on microbadger.com") [](https://microbadger.com/images/nuest/fastr "Get your own version badge on microbadger.com")
## Build locally
```bash
docker build --tag fastr .
```
## Use
```bash
docker run --rm -it fastr
# run specific command
docker run --rm -it fastr -e "sessionInfo()"
```
By default, the Graal compiler is active.
You can disable it by defining your own entrypoint and command:
```bash
docker run --rm -it --entrypoint mx fastr R
```
The following shows a comparison of the feature - further tests welcome, see #3
```bash
# with Grall compiler (default)
docker run --rm -it fastr -q -e 'install.packages("microbenchmark", quiet = TRUE); cat("Run benchmark...\n"); microbenchmark::microbenchmark("unique list" = { for (i in 1:10000) unique(1:i) }, times = 25, unit = "s")'
```
Output _with_ Graal compiler:
```
> install.packages("microbenchmark", quiet = TRUE); cat("Run benchmark...\n"); microbenchmark::microbenchmark("unique list" = { for (i in 1:10000) unique(1:i) }, times = 25, unit = "s")
Updating HTML index of packages in '.Library'
Making 'packages.html' ... done
Run benchmark...
Unit: seconds
expr min lq mean median uq max neval
unique list 0.7662038 0.7964194 1.057809 0.9022891 1.121864 3.433876 25
```
```bash
# without
docker run --rm -it --entrypoint mx fastr R -e 'install.packages("microbenchmark", quiet = TRUE); cat("Run benchmark...\n"); microbenchmark::microbenchmark("unique list" = { for (i in 1:10000) unique(1:i) }, times = 25, unit = "s")'
```
Output _without_ Graal compiler:
```
> install.packages("microbenchmark", quiet = TRUE); cat("Run benchmark...\n"); microbenchmark::microbenchmark("unique list" = { for (i in 1:10000) unique(1:i) }, times = 25, unit = "s")
Updating HTML index of packages in '.Library'
Making 'packages.html' ... done
Run benchmark...
Unit: seconds
expr min lq mean median uq max neval
unique list 1.280034 1.38484 1.505686 1.482067 1.551866 2.120451 25
```
Notice the differences between `median`/`mean` and `max`/`min`, i.e. the speed up occurring after a longer first execution if using the Graal compiler.
The difference gets more obvious with higher repetition numbers (parameter `times`).
## Code of Conduct
Please note that this project is released with a [Contributor Code of Conduct](CODE_OF_CONDUCT.md) (file `CODE_OF_CONDUCT.md`).
By participating in this project you agree to abide by its terms.
## License
FastR is available under the GPLv2 license.
Code files in this repository are published under GPLv3 and are Copyright (C) 2017 Daniel Nüst, see LICENSE for the full text of the license.