Zach Gulde zgulde

Getting Work on GitHub | First time repo setup

	import matplotlib.pyplot as plt
	from pydataset import data

	class Plot:
	def __init__(self, data=None):
	if data is not None:
	self.data = data
	def __getattr__(self, attr):
	def wrapper(args, *kwargs):
	if attr in ['scatter', 'hist', 'bar', 'plot'] and 'data' not in kwargs:

	In [148]: def various_scales(s: pd.Series):
	...: df = pd.DataFrame()
	...: df['original'] = s
	...: df['min_max'] = MinMaxScaler().fit_transform(s.values.reshape(-1, 1))
	...: df['percentile'] = s.rank(pct=True)
	...: df['rank'] = s.rank()
	...: df['z_score'] = StandardScaler().fit_transform(s.values.reshape(-1, 1))
	...: return df

	#!/usr/bin/env bash
	tail -n +3 $0 \| pandoc --section-divs --mathjax -o index.html ; exit 0
	# Self-Rendering Markdown File

	Just make sure you have `pandoc` installed, ignore the first two lines of this
	file, and make this file executable (`chmod +x self-rendering.md`).

	Then you can run this file to produce it's html output.

	```

	JUPYTER_NOTEBOOK_CONFIG_FILE=$(jupyter --config-dir)/jupyter_notebook_config.py

	# conda -c conda-forge install jupytext

	python3 -m pip install --upgrade jupytext

	[[ -f $JUPYTER_NOTEBOOK_CONFIG_FILE ]] \|\| jupyter notebook --generate-config

	if ! grep -q 'c.NotebookApp.contents_manager_class = "jupytext.TextFileContentsManager"' $JUPYTER_NOTEBOOK_CONFIG_FILE ; then
	echo "# Added by $0 at $(date)" >> $JUPYTER_NOTEBOOK_CONFIG_FILE

	#!/usr/bin/env bash

	# Shell script to install docker and docker-compose
	# author: Zach Gulde <[email protected]>
	#
	# This script is more or less an automation of the guides found here:
	#
	# - https://www.digitalocean.com/community/tutorials/how-to-install-and-use-docker-on-ubuntu-18-04
	# - https://www.digitalocean.com/community/tutorials/how-to-install-docker-compose-on-ubuntu-18-04
	#

	import pyspark
	import env

	MYSQL_CONNECTOR_VERSION = '5.1.38'

	DATABASE = 'a_database'
	TABLE = 'some_db_table'

	spark = (pyspark.sql.SparkSession.builder
	.config(f'spark.jars.packages', 'mysql:mysql-connector-java:{MYSQL_CONNECTOR_VERSION}')

	USE codeup_test_db;
	TRUNCATE albums;
	INSERT INTO albums (artist, name, release_date, genre, sales)
	VALUES
	("Michael Jackson", "Thriller", 1982, "Pop, rock, R&B", 43.3),
	("AC/DC", "Back in Black", 1980, "Hard rock", 25.9),
	("Pink Floyd", "The Dark Side of the Moon", 1973, "Progressive rock", 22.7),
	("Whitney Houston / Various artists", "The Bodyguard", 1992, "Soundtrack/R&B, soul, pop", 27.4),
	("Meat Loaf", "Bat Out of Hell", 1977, "Hard rock, progressive rock", 20.6),
	("Eagles", "Their Greatest Hits (1971–1975)", 1976, "Rock, soft rock, folk rock", 32.2),

	<!doctype html>
	<html>
	<head>
	<meta charset="utf-8" />
	<meta http-equiv="x-ua-compatible" content="ie=edge" />
	<meta name="viewport" content="width=device-width, initial-scale=1" />
	<title></title>
	<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css" integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm" crossorigin="anonymous">
	</head>
	<body>