mirror of
https://github.com/donnemartin/data-science-ipython-notebooks.git
synced 2024-03-22 13:30:56 +08:00
Converted notebook to v3.
This commit is contained in:
Donne Martin
parent
ed0fe8c6aa
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@ -1,358 +1,374 @@
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{
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{
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"metadata": {
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"cells": [
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"name": "",
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"signature": "sha256:c39bbf32494020a300d424ed24cb9891d891ab8e67fe4c3162296bad4385c933"
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},
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"nbformat": 3,
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"nbformat_minor": 0,
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"worksheets": [
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{
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{
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||||||
"cells": [
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"cell_type": "markdown",
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||||||
{
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"metadata": {},
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||||||
"cell_type": "markdown",
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"source": [
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||||||
"metadata": {},
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"# Misc Commands\n",
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||||||
"source": [
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"\n",
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||||||
"# Misc Commands\n",
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"* Anaconda\n",
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||||||
"\n",
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"* IPython Notebook\n",
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||||||
"* Anaconda\n",
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"* Git\n",
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||||||
"* IPython Notebook\n",
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"* Ruby\n",
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||||||
"* Git\n",
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"* Jekyll\n"
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||||||
"* Ruby\n",
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]
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||||||
"* Jekyll\n"
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},
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||||||
]
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{
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||||||
},
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"cell_type": "markdown",
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||||||
{
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"metadata": {},
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||||||
"cell_type": "markdown",
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"source": [
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||||||
"metadata": {},
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"<h2 id=\"anaconda\">Anaconda</h2>"
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"source": [
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]
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||||||
"<h2 id=\"anaconda\">Anaconda</h2>"
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},
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||||||
]
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{
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||||||
},
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"cell_type": "markdown",
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||||||
{
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"metadata": {},
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||||||
"cell_type": "markdown",
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"source": [
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||||||
"metadata": {},
|
"[Anaconda](https://store.continuum.io/cshop/anaconda/) is a scientific python distribution containing Python, NumPy, SciPy, Pandas, IPython, Matplotlib, Numba, Blaze, Bokeh, and other great Python data analysis tools."
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||||||
"source": [
|
]
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||||||
"[Anaconda](https://store.continuum.io/cshop/anaconda/) is a scientific python distribution containing Python, NumPy, SciPy, Pandas, IPython, Matplotlib, Numba, Blaze, Bokeh, and other great Python data analysis tools."
|
},
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||||||
]
|
{
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||||||
},
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"cell_type": "code",
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{
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"execution_count": null,
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||||||
"cell_type": "code",
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"metadata": {
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||||||
"collapsed": false,
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"collapsed": false
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||||||
"input": [
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},
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||||||
"# See Anaconda installed packages\n",
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"outputs": [],
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||||||
"!conda list\n",
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"source": [
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"\n",
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"# See Anaconda installed packages\n",
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"# Create Python 3 environment\n",
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"!conda list\n",
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"!conda create -n py3k python=3 anaconda\n",
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"\n",
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"\n",
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"# Create Python 3 environment\n",
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"# Activate Python 3 environment\n",
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"!conda create -n py3k python=3 anaconda\n",
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"!source activate py3k\n",
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"\n",
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"\n",
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"# Activate Python 3 environment\n",
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"# Deactivate Python 3 environment\n",
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"!source activate py3k\n",
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"!source deactivate\n",
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"\n",
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"\n",
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"# Deactivate Python 3 environment\n",
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"# Update Anaconda\n",
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"!source deactivate\n",
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"!conda update conda\n",
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"\n",
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"\n",
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"# Update Anaconda\n",
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"# Update a package with Anaconda\n",
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"!conda update conda\n",
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"!conda update ipython"
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"\n",
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],
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"# Update a package with Anaconda\n",
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"language": "python",
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"!conda update ipython"
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"metadata": {},
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]
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"outputs": []
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},
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},
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{
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{
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"cell_type": "markdown",
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"cell_type": "markdown",
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"metadata": {},
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"metadata": {},
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"source": [
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"source": [
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"<h2 id=\"ipython-notebook\">IPython Notebook</h2>"
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"<h2 id=\"ipython-notebook\">IPython Notebook</h2>"
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]
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]
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},
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},
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{
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{
|
"cell_type": "markdown",
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"cell_type": "markdown",
|
"metadata": {},
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||||||
"metadata": {},
|
"source": [
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||||||
"source": [
|
"[IPython Notebook](http://ipython.org/notebook.html) is a \"web-based interactive computational environment where you can combine code execution, text, mathematics, plots and rich media into a single document.\""
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"[IPython Notebook](http://ipython.org/notebook.html) is a \"web-based interactive computational environment where you can combine code execution, text, mathematics, plots and rich media into a single document.\""
|
]
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]
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},
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},
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{
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{
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"cell_type": "code",
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"cell_type": "code",
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"execution_count": null,
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"collapsed": false,
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"metadata": {
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"input": [
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"collapsed": false
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"# Start IPython Notebook\n",
|
},
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"ipython notebook\n",
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"outputs": [],
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"\n",
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"source": [
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"# Start IPython Notebook with built-in mode to work cleanly \n",
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"# Start IPython Notebook\n",
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"# with matplotlib figures\n",
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"ipython notebook\n",
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"ipython notebook --pylab inline\n",
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"\n",
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"\n",
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"# Start IPython Notebook with built-in mode to work cleanly \n",
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"# Start IPython Notebook with a profile\n",
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"# with matplotlib figures\n",
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"ipython notebook --profile=dark-bg\n",
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"ipython notebook --pylab inline\n",
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"\n",
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"\n",
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"# Load the contents of a file\n",
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"# Start IPython Notebook with a profile\n",
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"%load dir/file.py\n",
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"ipython notebook --profile=dark-bg\n",
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"\n",
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"\n",
|
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"# Time execution of a Python statement or expression\n",
|
"# Load the contents of a file\n",
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"%timeit\n",
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"%load dir/file.py\n",
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"%%time\n",
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"\n",
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"\n",
|
"# Time execution of a Python statement or expression\n",
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"# Activate the interactive debugger\n",
|
"%timeit\n",
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"%debug\n",
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"%%time\n",
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"\n",
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"\n",
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"# Write the contents of the cell to a file\n",
|
"# Activate the interactive debugger\n",
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"%writefile\n",
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"%debug\n",
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"\n",
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"\n",
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"# Run a cell via a shell command\n",
|
"# Write the contents of the cell to a file\n",
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"%%script\n",
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"%writefile\n",
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"\n",
|
"\n",
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"# Run cells with bash in a subprocess\n",
|
"# Run a cell via a shell command\n",
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||||||
"# This is a shortcut for %%script bash\n",
|
"%%script\n",
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"%%bash\n",
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"\n",
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"\n",
|
"# Run cells with bash in a subprocess\n",
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"# Run cells with python2 in a subprocess\n",
|
"# This is a shortcut for %%script bash\n",
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"%%python2\n",
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"%%bash\n",
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"\n",
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"\n",
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"# Run cells with python3 in a subprocess\n",
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"# Run cells with python2 in a subprocess\n",
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"%%python3"
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"%%python2\n",
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],
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"\n",
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"language": "python",
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"# Run cells with python3 in a subprocess\n",
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"metadata": {},
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"%%python3"
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"outputs": []
|
]
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},
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},
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{
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{
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"cell_type": "markdown",
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"cell_type": "markdown",
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"metadata": {},
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"metadata": {},
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"source": [
|
"source": [
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"| Command | Description |\n",
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"| Command | Description |\n",
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"|-----------|------------------------------------------|\n",
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"|-----------|------------------------------------------|\n",
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"| ? | Intro and overview of IPython's features |\n",
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"| ? | Intro and overview of IPython's features |\n",
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"| %quickref | Quick reference |\n",
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"| %quickref | Quick reference |\n",
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"| help | Python help |\n",
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"| help | Python help |\n",
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"| object? | Object details, also use object?? |"
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"| object? | Object details, also use object?? |"
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]
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]
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},
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},
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{
|
{
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"cell_type": "markdown",
|
"cell_type": "markdown",
|
||||||
"metadata": {},
|
"metadata": {},
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"source": [
|
"source": [
|
||||||
"<h2 id=\"git\">Git</h2>"
|
"<h2 id=\"git\">Git</h2>"
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]
|
]
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||||||
},
|
},
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{
|
{
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"cell_type": "markdown",
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"cell_type": "markdown",
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"metadata": {},
|
"metadata": {},
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"source": [
|
"source": [
|
||||||
"[Git](http://git-scm.com/) is a distributed revision control system."
|
"[Git](http://git-scm.com/) is a distributed revision control system."
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]
|
]
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||||||
},
|
},
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{
|
{
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"cell_type": "code",
|
"cell_type": "code",
|
||||||
"collapsed": false,
|
"execution_count": null,
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"input": [
|
"metadata": {
|
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"# Configure git\n",
|
"collapsed": false
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"!git config --global user.name 'First Last'\n",
|
},
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"!git config --global user.email 'name@domain.com'\n",
|
"outputs": [],
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||||||
"!git init\n",
|
"source": [
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"\n",
|
"# Configure git\n",
|
||||||
"# View status and log\n",
|
"!git config --global user.name 'First Last'\n",
|
||||||
"!git status\n",
|
"!git config --global user.email 'name@domain.com'\n",
|
||||||
"!git log\n",
|
"!git init\n",
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"\n",
|
"\n",
|
||||||
"# Add or remove from staging area\n",
|
"# View status and log\n",
|
||||||
"!git add [target]\n",
|
"!git status\n",
|
||||||
"!git reset [target file or commit]\n",
|
"!git log\n",
|
||||||
"!git reset --hard origin/master\n",
|
"\n",
|
||||||
"\n",
|
"# Add or remove from staging area\n",
|
||||||
"# Automatically stage tracked files, including deleting the previously tracked files\n",
|
"!git add [target]\n",
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||||||
"!git add -u\n",
|
"!git reset [target file or commit]\n",
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"\n",
|
"!git reset --hard origin/master\n",
|
||||||
"# Delete files and stage them\n",
|
"\n",
|
||||||
"!git rm [target]\n",
|
"# Automatically stage tracked files, including deleting the previously tracked files\n",
|
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"\n",
|
"!git add -u\n",
|
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"# Commit\n",
|
"\n",
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"!git commit -m \u201cAdd commit message here\u201d\n",
|
"# Delete files and stage them\n",
|
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"\n",
|
"!git rm [target]\n",
|
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"# Add new origin\n",
|
"\n",
|
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"!git remote add origin https://github.com/donnemartin/ipython-data-notebooks.git\n",
|
"# Commit\n",
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"\n",
|
"!git commit -m “Add commit message here”\n",
|
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"# Set to new origin\n",
|
"\n",
|
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"!git remote set-url origin https://github.com/donnemartin/pydatasnippets.git\n",
|
"# Add new origin\n",
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" \n",
|
"!git remote add origin https://github.com/donnemartin/ipython-data-notebooks.git\n",
|
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"# Push to master, -u saves config so you can just do \"git push\" afterwards\n",
|
"\n",
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"!git push -u origin master\n",
|
"# Set to new origin\n",
|
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"!git push\n",
|
"!git remote set-url origin https://github.com/donnemartin/pydatasnippets.git\n",
|
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"\n",
|
" \n",
|
||||||
"# Diff files\n",
|
"# Push to master, -u saves config so you can just do \"git push\" afterwards\n",
|
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"!git diff HEAD\n",
|
"!git push -u origin master\n",
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"!git diff --staged\n",
|
"!git push\n",
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"!git diff --cached\n",
|
"\n",
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"\n",
|
"# Diff files\n",
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"# Undo a file that has not been added\n",
|
"!git diff HEAD\n",
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"!git checkout \u2014 [target]\n",
|
"!git diff --staged\n",
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"\n",
|
"!git diff --cached\n",
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"# Create a branch\n",
|
"\n",
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"!git branch [branch]\n",
|
"# Undo a file that has not been added\n",
|
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"\n",
|
"!git checkout — [target]\n",
|
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"# Check branches\n",
|
"\n",
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"!git branch\n",
|
"# Create a branch\n",
|
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"\n",
|
"!git branch [branch]\n",
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"# Switch branches\n",
|
"\n",
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"!git checkout [branch]\n",
|
"# Check branches\n",
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"\n",
|
"!git branch\n",
|
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"# Merge branch to master\n",
|
"\n",
|
||||||
"!git merge [branch]\n",
|
"# Switch branches\n",
|
||||||
"\n",
|
"!git checkout [branch]\n",
|
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"# Delete branch\n",
|
"\n",
|
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"!git branch -d [branch]\n",
|
"# Merge branch to master\n",
|
||||||
"\n",
|
"!git merge [branch]\n",
|
||||||
"# Clone\n",
|
"\n",
|
||||||
"!git clone git@github.com:repo folder-name\n",
|
"# Delete branch\n",
|
||||||
"!git clone https://donnemartin@bitbucket.org/donnemartin/tutorial.git\n",
|
"!git branch -d [branch]\n",
|
||||||
" \n",
|
"\n",
|
||||||
"# Update a local repository with changes from a remote repository\n",
|
"# Clone\n",
|
||||||
"# (pull down from master)\n",
|
"!git clone git@github.com:repo folder-name\n",
|
||||||
"!git pull origin master\n",
|
"!git clone https://donnemartin@bitbucket.org/donnemartin/tutorial.git\n",
|
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"\n",
|
" \n",
|
||||||
"# Configuring a remote for a fork\n",
|
"# Update a local repository with changes from a remote repository\n",
|
||||||
"!git remote -v\n",
|
"# (pull down from master)\n",
|
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"!git remote add upstream [target]\n",
|
"!git pull origin master\n",
|
||||||
"!git remote -v\n",
|
"\n",
|
||||||
"\n",
|
"# Configuring a remote for a fork\n",
|
||||||
"# Syncing a fork\n",
|
"!git remote -v\n",
|
||||||
"!git fetch upstream\n",
|
"!git remote add upstream [target]\n",
|
||||||
"!git checkout master\n",
|
"!git remote -v\n",
|
||||||
"!git merge upstream/master\n",
|
"\n",
|
||||||
"\n",
|
"# Syncing a fork\n",
|
||||||
"# Create a file containing a patch\n",
|
"!git fetch upstream\n",
|
||||||
"# git format-patch are like normal patch files, but they also carry information \n",
|
"!git checkout master\n",
|
||||||
"# about the git commit that created the patch: the author, the date, and the \n",
|
"!git merge upstream/master\n",
|
||||||
"# commit log message are all there at the top of the patch.\n",
|
"\n",
|
||||||
"!git format-patch origin/master\n",
|
"# Create a file containing a patch\n",
|
||||||
"\n",
|
"# git format-patch are like normal patch files, but they also carry information \n",
|
||||||
"# GitHub tutorial:\n",
|
"# about the git commit that created the patch: the author, the date, and the \n",
|
||||||
"!http://try.github.io/levels/1/challenges/9\n",
|
"# commit log message are all there at the top of the patch.\n",
|
||||||
"\n",
|
"!git format-patch origin/master\n",
|
||||||
"# BitBucket Setup\n",
|
"\n",
|
||||||
"!cd /path/to/my/repo\n",
|
"# GitHub tutorial:\n",
|
||||||
"!git init\n",
|
"!http://try.github.io/levels/1/challenges/9\n",
|
||||||
"!git remote add origin https://donnemartin@bitbucket.org/donnemartin/repo.git\n",
|
"\n",
|
||||||
"!git push -u origin --all # pushes up the repo and its refs for the first time\n",
|
"# BitBucket Setup\n",
|
||||||
"!git push -u origin --tags # pushes up any tags\n",
|
"!cd /path/to/my/repo\n",
|
||||||
"\n",
|
"!git init\n",
|
||||||
"# Open Hatch missions\n",
|
"!git remote add origin https://donnemartin@bitbucket.org/donnemartin/repo.git\n",
|
||||||
"!git clone https://openhatch.org/git-mission-data/git/dmartin git_missions"
|
"!git push -u origin --all # pushes up the repo and its refs for the first time\n",
|
||||||
],
|
"!git push -u origin --tags # pushes up any tags\n",
|
||||||
"language": "python",
|
"\n",
|
||||||
"metadata": {},
|
"# Open Hatch missions\n",
|
||||||
"outputs": []
|
"!git clone https://openhatch.org/git-mission-data/git/dmartin git_missions"
|
||||||
},
|
]
|
||||||
{
|
},
|
||||||
"cell_type": "markdown",
|
{
|
||||||
"metadata": {},
|
"cell_type": "markdown",
|
||||||
"source": [
|
"metadata": {},
|
||||||
"<h2 id=\"ruby\">Ruby</h2>"
|
"source": [
|
||||||
]
|
"<h2 id=\"ruby\">Ruby</h2>"
|
||||||
},
|
]
|
||||||
{
|
},
|
||||||
"cell_type": "markdown",
|
{
|
||||||
"metadata": {},
|
"cell_type": "markdown",
|
||||||
"source": [
|
"metadata": {},
|
||||||
"[Ruby](https://www.ruby-lang.org/en/) is used to interact with the AWS command line and for Jekyll, a blog framework that can be hosted on GitHub Pages."
|
"source": [
|
||||||
]
|
"[Ruby](https://www.ruby-lang.org/en/) is used to interact with the AWS command line and for Jekyll, a blog framework that can be hosted on GitHub Pages."
|
||||||
},
|
]
|
||||||
{
|
},
|
||||||
"cell_type": "code",
|
{
|
||||||
"collapsed": false,
|
"cell_type": "code",
|
||||||
"input": [
|
"execution_count": null,
|
||||||
"# Update Ruby\n",
|
"metadata": {
|
||||||
"!rvm get stable\n",
|
"collapsed": false
|
||||||
"\n",
|
},
|
||||||
"# Reload Ruby (or open a new terminal)\n",
|
"outputs": [],
|
||||||
"!rvm reload\n",
|
"source": [
|
||||||
"\n",
|
"# Update Ruby\n",
|
||||||
"# List all known RVM installable rubies\n",
|
"!rvm get stable\n",
|
||||||
"!rvm list known\n",
|
"\n",
|
||||||
"\n",
|
"# Reload Ruby (or open a new terminal)\n",
|
||||||
"# List all installed Ruby versions\n",
|
"!rvm reload\n",
|
||||||
"!rvm rubies\n",
|
"\n",
|
||||||
"\n",
|
"# List all known RVM installable rubies\n",
|
||||||
"# Install a specific Ruby version\n",
|
"!rvm list known\n",
|
||||||
"!rvm install 2.1.5\n",
|
"\n",
|
||||||
"\n",
|
"# List all installed Ruby versions\n",
|
||||||
"# Set Ruby version\n",
|
"!rvm rubies\n",
|
||||||
"!rvm --default ruby-2.1.5\n",
|
"\n",
|
||||||
"\n",
|
"# Install a specific Ruby version\n",
|
||||||
"# Check Ruby version\n",
|
"!rvm install 2.1.5\n",
|
||||||
"!ruby -v"
|
"\n",
|
||||||
],
|
"# Set Ruby version\n",
|
||||||
"language": "python",
|
"!rvm --default ruby-2.1.5\n",
|
||||||
"metadata": {},
|
"\n",
|
||||||
"outputs": []
|
"# Check Ruby version\n",
|
||||||
},
|
"!ruby -v"
|
||||||
{
|
]
|
||||||
"cell_type": "markdown",
|
},
|
||||||
"metadata": {},
|
{
|
||||||
"source": [
|
"cell_type": "markdown",
|
||||||
"<h2 id=\"jekyll\">Jekyll</h2>"
|
"metadata": {},
|
||||||
]
|
"source": [
|
||||||
},
|
"<h2 id=\"jekyll\">Jekyll</h2>"
|
||||||
{
|
]
|
||||||
"cell_type": "markdown",
|
},
|
||||||
"metadata": {},
|
{
|
||||||
"source": [
|
"cell_type": "markdown",
|
||||||
"[Jekyll](http://jekyllrb.com/) is a blog framework that can be hosted on GitHub Pages.\n",
|
"metadata": {},
|
||||||
"\n",
|
"source": [
|
||||||
"In addition to donnemartin.com, I\u2019ve started to build up its mirror site donnemartin.github.io to try out Jekyll. So far I love that I can use my existing developer tools to generate content (SublimeText, Terminal, and GitHub).\n",
|
"[Jekyll](http://jekyllrb.com/) is a blog framework that can be hosted on GitHub Pages.\n",
|
||||||
"\n",
|
"\n",
|
||||||
"Here are other features I like about Jekyll:\n",
|
"In addition to donnemartin.com, I’ve started to build up its mirror site donnemartin.github.io to try out Jekyll. So far I love that I can use my existing developer tools to generate content (SublimeText, Terminal, and GitHub).\n",
|
||||||
"\n",
|
"\n",
|
||||||
"* Converts Markdown to produce fast, static pages\n",
|
"Here are other features I like about Jekyll:\n",
|
||||||
"* Simple to get started, no backend or manual updates\n",
|
"\n",
|
||||||
"* Hosted on GitHub Pages\n",
|
"* Converts Markdown to produce fast, static pages\n",
|
||||||
"* Open source on GitHub"
|
"* Simple to get started, no backend or manual updates\n",
|
||||||
]
|
"* Hosted on GitHub Pages\n",
|
||||||
},
|
"* Open source on GitHub"
|
||||||
{
|
]
|
||||||
"cell_type": "markdown",
|
},
|
||||||
"metadata": {},
|
{
|
||||||
"source": [
|
"cell_type": "markdown",
|
||||||
"Many Jekyll themes require a Ruby version of 2 and above. However, the AWS CLI requires Ruby 1.8.7. Run the proper version of Ruby for Jekyll:"
|
"metadata": {},
|
||||||
]
|
"source": [
|
||||||
},
|
"Many Jekyll themes require a Ruby version of 2 and above. However, the AWS CLI requires Ruby 1.8.7. Run the proper version of Ruby for Jekyll:"
|
||||||
{
|
]
|
||||||
"cell_type": "code",
|
},
|
||||||
"collapsed": false,
|
{
|
||||||
"input": [
|
"cell_type": "code",
|
||||||
"!rvm --default ruby-2.1.5"
|
"execution_count": null,
|
||||||
],
|
"metadata": {
|
||||||
"language": "python",
|
"collapsed": false
|
||||||
"metadata": {},
|
},
|
||||||
"outputs": []
|
"outputs": [],
|
||||||
},
|
"source": [
|
||||||
{
|
"!rvm --default ruby-2.1.5"
|
||||||
"cell_type": "markdown",
|
]
|
||||||
"metadata": {},
|
},
|
||||||
"source": [
|
{
|
||||||
"Build and run the localy Jekyll server:"
|
"cell_type": "markdown",
|
||||||
]
|
"metadata": {},
|
||||||
},
|
"source": [
|
||||||
{
|
"Build and run the localy Jekyll server:"
|
||||||
"cell_type": "code",
|
]
|
||||||
"collapsed": false,
|
},
|
||||||
"input": [
|
{
|
||||||
"# => The current folder will be generated into ./_site\n",
|
"cell_type": "code",
|
||||||
"!bundle exec jekyll build\n",
|
"execution_count": null,
|
||||||
"\n",
|
"metadata": {
|
||||||
"# => A development server will run at http://localhost:4000/\n",
|
"collapsed": false
|
||||||
"# Auto-regeneration: enabled. Use `--no-watch` to disable.\n",
|
},
|
||||||
"!bundle exec jekyll serve"
|
"outputs": [],
|
||||||
],
|
"source": [
|
||||||
"language": "python",
|
"# => The current folder will be generated into ./_site\n",
|
||||||
"metadata": {},
|
"!bundle exec jekyll build\n",
|
||||||
"outputs": []
|
"\n",
|
||||||
}
|
"# => A development server will run at http://localhost:4000/\n",
|
||||||
],
|
"# Auto-regeneration: enabled. Use `--no-watch` to disable.\n",
|
||||||
"metadata": {}
|
"!bundle exec jekyll serve"
|
||||||
|
]
|
||||||
}
|
}
|
||||||
]
|
],
|
||||||
|
"metadata": {
|
||||||
|
"kernelspec": {
|
||||||
|
"display_name": "Python 2",
|
||||||
|
"language": "python",
|
||||||
|
"name": "python2"
|
||||||
|
},
|
||||||
|
"language_info": {
|
||||||
|
"codemirror_mode": {
|
||||||
|
"name": "ipython",
|
||||||
|
"version": 2
|
||||||
|
},
|
||||||
|
"file_extension": ".py",
|
||||||
|
"mimetype": "text/x-python",
|
||||||
|
"name": "python",
|
||||||
|
"nbconvert_exporter": "python",
|
||||||
|
"pygments_lexer": "ipython2",
|
||||||
|
"version": "2.7.9"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"nbformat": 4,
|
||||||
|
"nbformat_minor": 0
|
||||||
}
|
}
|
||||||
Loading…
Reference in New Issue
Block a user