daspecster

[
	"Aleutians East",
	"Aleutians West (CA)",
	"Anchorage Municipality",
	"Bethel Census Area",
	"Bristol Bay",
	"Denali",
	"Dillingham (CA)",
	"Fairbanks North Star",
	"Haines",

daspecster

mkdir ~/Desktop/ScreenShots
defaults write com.apple.screencapture location ~/Desktop/ScreenShots/
killall SystemUIServer

daspecster

Google ML Engine Resources

• https://cloud.google.com/ml-engine/docs/tensorflow/getting-started-training-prediction
• https://cloud.google.com/ml-engine/docs/tensorflow/data-prep
• https://github.com/GoogleCloudPlatform/cloudml-samples
• https://github.com/GoogleCloudPlatform/cloudml-samples/blob/master/sklearn/notebooks/Online%20Prediction%20with%20scikit-learn.ipynb
• https://cloud.google.com/ml-engine/docs/tensorflow/
• https://cloud.google.com/ml-engine/docs/tensorflow/trainer-considerations
• https://cloud.google.com/ml-engine/docs/v1/predict-request

daspecster

#!/bin/bash

sudo yum update -y

sudo yum install -y netstat git rubygems gcc kernel-devel make perl
sudo yum install -y java-1.8.0-openjdk java-1.8.0-openjdk-devel maven

sudo gem install sass

cd /tmp

daspecster

def generate_path(self):
    min_char = 8
    max_char = 12
    max_lookups = 100
    character_choices = string.ascii_letters

    for _ in range(max_lookups):
        url_path = (
            "".join(choice(character_choices) for x
                    in range(randint(min_char, max_char))))

daspecster

curl -L https://github.com/docker/compose/releases/download/1.16.1/docker-compose-`uname -s`-`uname -m` -o /usr/local/bin/docker-compose
chmod +x /usr/local/bin/docker-compose

daspecster

apt-get update;
apt-get install apt-transport-https ca-certificates curl gnupg2 software-properties-common
curl -fsSL https://download.docker.com/linux/$(. /etc/os-release; echo "$ID")/gpg | apt-key add -
add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/$(. /etc/os-release; echo "$ID") $(lsb_release -cs) stable"
apt-get update
apt-get install -y docker-ce

daspecster

<script type="text/javascript">
			(function($) {
				$(function() {
					// API key and country can go here.
          var options = {
						"key": "your-api-key-here",
						"country": "US"
					}
          
					var duration = 500;

daspecster

Backup and restore databases

# Backup
pg_dump -h <orig db> -U <user> -Fc  > data.backup

psql in to db...
$ drop schema public cascade;
$ \connect postgres
$ drop database <dbname>;

daspecster

# non-ternary; fails coverage
def _make_image_properties_from_pb(image_properties):
    """Create ``ImageProperties`` object from a protobuf response.

    :type image_properties: :class:`~google.cloud.grpc.vision.v1.\
                            image_annotator_pb2.ImagePropertiesAnnotation`
    :param image_properties: Protobuf instance of
                             ``ImagePropertiesAnnotation``.

    :rtype: list