https://github.com/sedflix/dockerfile-gen
generates random Dockerfile using char-rnn (better than yours)
https://github.com/sedflix/dockerfile-gen
char-rnn dockerfile dockerfile-generator
Last synced: 11 months ago
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generates random Dockerfile using char-rnn (better than yours)
- Host: GitHub
- URL: https://github.com/sedflix/dockerfile-gen
- Owner: sedflix
- License: wtfpl
- Created: 2019-03-11T17:11:28.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2019-03-14T11:32:54.000Z (over 7 years ago)
- Last Synced: 2025-06-01T12:31:09.721Z (about 1 year ago)
- Topics: char-rnn, dockerfile, dockerfile-generator
- Language: Jupyter Notebook
- Homepage:
- Size: 151 MB
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Dockerfile Generator
Generates random Dockerfile using char-rnn.
(Yeah, it's useless. Like anyother thing done while procrastinating. All shitty things done in this repo are justified as it saved my time allowing me to actually work)
## Usage
### Pre-reqs
Dependencies:
- pytorch
- numpy
- jupyter
- docker/nvidia-docker(optional)
You are requied to clone this repo and download the data(if you want to train). Cloning this repo gonna be slow as it has a ~90MB file storing the model's weights.
```
git clone https://github.com/sedflix/dockerfile-gen.git
cd dockerfile-gen
chmod +x ./get_data.sh
./get_data.sh
```
### Using Docker
Build the image using(this is going to be even slower as the base image is not optimisied at all):
```
nvidia-docker build -t dockerfile-gen .
```
Run the notebook on port 8989 using:
```
nvidia-docker run -it --ipc=host -v $PWD:/app -p 8989:8989 dockerfile-gen
```
### Without Docker
- install pytorch using https://pytorch.org/
- install jupyter using your preferred method
- start jupyter and open `dockerfile-generator.ipynb` using your preferred method
## Datasets
I've used the Dinosaur Datasets. It can be seen here: https://vsoch.github.io/datasets/2018/dockerfiles/
```
@misc{vanessa_sochat_2018_1287013,
author = {Vanessa Sochat},
title = {{vsoch/dockerfiles: Scientific Dockerfiles, Version
1.0.0}},
month = jun,
year = 2018,
doi = {10.5281/zenodo.1287013},
url = {https://doi.org/10.5281/zenodo.1287013}
}
```
## Examples
You can find more example in [EXAMPLES_E5.txt](https://github.com/sedflix/dockerfile-gen/blob/master/EXAMPLES_E5.txt). Or you can try it on your own using `rnn_best.net` provided in the repo. A few selected samples are given below:
**Note**: These are examples are from the end of 5th epoch. So they are not as great at all.
#### Sample 1
```
FROM dockerfile/nodejs
MAINTAINER Matthew Bullstanger
# Install python 3
RUN apt-get update \
&& apt-get install -y \
graphviz \
libssl-dev \
libssl-dev \
libxml2-dev \
libxslt-dev \
libffi-dev \
libssl-dev \
libcurl4-openssl-dev \
libpq-dev \
libxml2-dev \
libxslt1-dev \
python-pip \
python-dev \
python-numpy \
python-pip
# Install python packages
RUN apt-get update && apt-get install -y --no-install-recommends \
ca-certificates \
curl \
&& apt-get clean
RUN git clone \--depth 1 https://github.com/creationix/nvm.git
/usr/local/nvm \
&& cd /usr/local/nvm \
&& git checkout $VERSION \
&& ./configure && make install \
&& cd .. && rm -fr video_$VERSION_VERSION \
&& ln -s ../../varnish-$VERSION varnish && ln -s varnish-$VERSION /var/log
# Add and install php
# RUN curl -sS https://getcomposer.org/installer | php -- --install-
dir=/usr/local/bin --filename=composer
# RUN pip install --upgrade pip
#RUN pip install setuptools
# RUN pip install --no-cache-dir -U pip setuptools
# RUN conda install -c conda-forge conda
RUN conda install --yes conda
RUN conda clean --tarballs
# Copy our configuration file
COPY root/. /
# Define default command.
CMD ["bash"]
```
#### Sample 2
```
FROM ubuntu
RUN sudo add-apt-repository -y ppa:openjdk-r/ppa \
&& apt-get update \
&& apt-get install -qqy \
openjdk-8-jdk \
&& apt-get autoremove -y \
&& apt-get clean -yqq \
&& apt-get autoclean -y \
&& apt-get autoclean \
&& apt-get autoremove -y \
&& rm -rf /var/lib/apt/lists/*
# Add the locale archive to install and extract openshift/bin
RUN add-apt-repository ppa:geoserver/perforce && \
apt-get -y update && \
apt-get -yq install postgresql-client && \
rm -rf /var/lib/apt/lists/* && \
rm -rf /usr/share/man/?? && \
rm -rf /usr/share/man/??_*
# Download packages
RUN mkdir /packer-env && \
cd /packer-deploy && \
git clone https://github.com/dependencies/pop-docs/get-pip.py && \
git clone https://github.com/pyopensource/postgres.git && \
cd popper && \
git checkout $GOPATH/src/github.com/docker/postgres/build/postgresql.sh
EXPOSE 9443
ENTRYPOINT ["/docker-entrypoint.sh"]
CMD ["postgres"]
```
#### Sample 3
```
FROM phusion/baseimage:0.9.16
MAINTAINER Docker Education Team
# Enable ENV variables
ENV DEBIAN_FRONTEND noninteractive
RUN apt-get update -y -qq && apt-get update && apt-get install -y wget
RUN curl -sL https://deb.nodesource.com/setup_4.x | bash -
RUN apt-get install -y nodejs
# Copy application.
COPY . /app
# Copy the current directory contents into the container at /app
ADD . /app
# Install app dependencies
RUN npm install --production
# Copy the current directory contents into the container at /app
ADD . /app
# Install app dependencies
COPY package.json /app/package.json
# Install app dependencies
RUN npm install
# Bundle app source
COPY . /app
EXPOSE 80
EXPOSE 8080
ENV PORT 80
CMD npm start
```