From dd828a2eef3bea0ad2d09d776b5696ba8f500675 Mon Sep 17 00:00:00 2001 From: DanilBaibak Date: Mon, 6 Aug 2018 14:44:46 +0200 Subject: [PATCH 1/4] Added Dockerfile --- Dockerfile | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 Dockerfile diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..0d4b678 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,7 @@ +FROM dbaibak/jupyter-lab:latest + +USER dev + +# install python modules +ADD requirements.txt /home/dev/app/ +RUN pip install --user --no-cache-dir -r requirements.txt From 113d3964b9b4c61d5cd01944415d27b951edf61a Mon Sep 17 00:00:00 2001 From: DanilBaibak Date: Mon, 6 Aug 2018 14:45:05 +0200 Subject: [PATCH 2/4] Added requirements.txt --- requirements.txt | 62 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 62 insertions(+) create mode 100644 requirements.txt diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..436a6d0 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,62 @@ +backcall==0.1.0 +bleach==2.1.3 +cycler==0.10.0 +decorator==4.3.0 +entrypoints==0.2.3 +html5lib==1.0.1 +ipykernel==4.8.2 +ipython==6.5.0 +ipython-genutils==0.2.0 +ipywidgets==7.3.2 +jedi==0.12.1 +Jinja2==2.10 +jsonschema==2.6.0 +jupyter==1.0.0 +jupyter-client==5.2.3 +jupyter-console==5.2.0 +jupyter-contrib-core==0.3.3 +jupyter-contrib-nbextensions==0.5.0 +jupyter-core==4.4.0 +jupyter-highlight-selected-word==0.2.0 +jupyter-latex-envs==1.4.4 +jupyter-nbextensions-configurator==0.4.0 +jupyterlab==0.33.6 +jupyterlab-launcher==0.11.2 +kiwisolver==1.0.1 +lxml==4.2.3 +MarkupSafe==1.0 +matplotlib==2.2.2 +mistune==0.8.3 +nbconvert==5.3.1 +nbformat==4.4.0 +notebook==5.6.0 +numpy==1.15.0 +pandas==0.23.3 +pandocfilters==1.4.2 +parso==0.3.1 +pexpect==4.6.0 +pickleshare==0.7.4 +Pillow==5.2.0 +prometheus-client==0.3.1 +prompt-toolkit==1.0.15 +ptyprocess==0.6.0 +Pygments==2.2.0 +pyparsing==2.2.0 +python-dateutil==2.7.3 +pytz==2018.5 +PyYAML==3.13 +pyzmq==17.1.0 +qtconsole==4.3.1 +scikit-learn==0.19.2 +scipy==1.1.0 +seaborn==0.9.0 +Send2Trash==1.5.0 +simplegeneric==0.8.1 +six==1.11.0 +terminado==0.8.1 +testpath==0.3.1 +tornado==5.1 +traitlets==4.3.2 +wcwidth==0.1.7 +webencodings==0.5.1 +widgetsnbextension==3.3.1 From 00822a23bdd137cdc37dd776fc7281de3d323ef4 Mon Sep 17 00:00:00 2001 From: DanilBaibak Date: Mon, 6 Aug 2018 14:45:49 +0200 Subject: [PATCH 3/4] Added makefile for using Dockerfile --- makefile | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) create mode 100644 makefile diff --git a/makefile b/makefile new file mode 100644 index 0000000..0c10a38 --- /dev/null +++ b/makefile @@ -0,0 +1,25 @@ +SHELL=/bin/bash + +args = `arg="$(filter-out $@,$(MAKECMDGOALS))" && echo $${arg:-${1}}` + +%: + @: + +build: + @docker build . -t jupyter-lab + @make run + +run: + @docker run -it -d -v $(PWD):/home/dev/app -p 127.0.0.1:8888:8888 --name sklearn-lab jupyter-lab + +start: + @docker start sklearn-lab + +stop: + @docker stop sklearn-lab + +remove: + @docker rm -f sklearn-lab + +bash: + @docker exec -it --user dev sklearn-lab bash From 9823a007a7c1ee401a0196b6cca423f9e31e4b3f Mon Sep 17 00:00:00 2001 From: DanilBaibak Date: Mon, 6 Aug 2018 14:55:29 +0200 Subject: [PATCH 4/4] Added instructions to the readme --- README.md | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/README.md b/README.md index 9359885..310a499 100644 --- a/README.md +++ b/README.md @@ -39,6 +39,22 @@ $ jupyter notebook --notebook-dir='' Alternatively, you can download and install the (very large) Anaconda software distribution, found at https://store.continuum.io/. +## Installation via Docker + +* Please follow Docker [installation instructions](https://docs.docker.com/install/) from the official site. +* `make build` - build image and create container with name *sklearn-lab* +* Now notebooks are available by url 127.0.0.1:8888 + +### Using +* `make start` - start container +* `make stop` - stop container +* 127.0.0.1:8888 - use notebooks + +### Using bash and install packages +* `make start` - start container +* `make bash` - now you inside linux container +* `pip install --user package_name` - install new package + ## Downloading the Tutorial Materials I would highly recommend using git, not only for this tutorial, but for the general betterment of your life. Once git is installed, you can clone the