waprin

function shuffleArray(array) {
    for (let i = array.length - 1; i > 0; i--) {
        const j = Math.floor(Math.random() * (i + 1));
        [array[i], array[j]] = [array[j], array[i]]; // swap elements
    }
}

function getRandomQuestions(questions, num=20) {

waprin

Processed 387 Errors 11
Liquid won 258 of the games.
Found 47 out of 387 games where Liquid picked Io.
Io was banned in {} matches. 239
Wisp lost in 13 of the games.
------------Opponents---------------------
Hero Tiny has won 3 out of 3 games against Liquid IO for a win percent of 1.0 (matches [3796359654, 3796268587, 3766915400])
Hero Razor has won 1 out of 1 games against Liquid IO for a win percent of 1.0 (matches [3698342712])
Hero Brewmaster has won 1 out of 1 games against Liquid IO for a win percent of 1.0 (matches [3595326728])
Hero Leshrac has won 1 out of 1 games against Liquid IO for a win percent of 1.0 (matches [3595326728])

waprin

print('------------Opponents---------------------')
hero_wins = collections.defaultdict(int)
hero_totals = collections.defaultdict(int)
hero_matches = collections.defaultdict(list)
for match in wisp_matches:
    for hero in match.opponent_picks:
        hero_totals[hero] += 1
        if not match.liquid_win:
            hero_wins[hero] += 1
        hero_matches[hero].append(match.match)

waprin

class Match:
    def __init__(self, match, liquid_win):
        self.match = match
        self.liquid_win=liquid_win
        self.liquid_picks = []
        self.liquid_bans = []
        self.opponent_picks = []
        self.opponent_bans = []

waprin

won_matches = list(filter(lambda m : m.liquid_win, processed_matches))
print('Liquid won {} of the games.'.format(len(won_matches)))

wisp_banned = list(filter(lambda m: 'Io'in m.opponent_bans, processed_matches))
wisp_matches = list(filter(lambda m: 'Io' in m.liquid_picks, processed_matches))

print('Found {} out of {} games where Liquid picked Io.'.format(len(wisp_matches), len(processed_matches)))
print('Io was banned in {} matches.', len(wisp_banned))

waprin

class Match:

    def __init__(self, match, liquid_win):
        self.match = match
        self.liquid_win=liquid_win
        self.liquid_picks = []
        self.liquid_bans = []
        self.opponent_picks = []
        self.opponent_bans = []

waprin

import json
import time
import requests

input_file = open('liquid_matches.json') 
matches = json.load(input_file)
input_file.close()
print('Loading {} matches\n'.format(len(matches)))

f = open('liquid_match_data.txt', 'w')

waprin

<section>
<section id="kubernetes-cli-basics-with-kubectl">
  <h2>Google Container Engine (GKE) Basics</h2>
  <p><a href="http://kubernetes.io/"><img src="https://pbs.twimg.com/profile_images/511909265720614913/21_d3cvM.png" alt="kubernetes" style='width:30%;'></a><br/>with <a href="https://kubernetes.io/docs/user-guide/kubectl/"><code>kubectl</code></a></p>
  <h4 class='fragment grow'><a href="http://bit.ly/k8s-kubectl"><code>bit.ly/k8s-kubectl</code></a></h4>
</section>
  <section id='presented-by' data-markdown>
    presented by
    
    [![CoreOS Logo](http://i.imgur.com/DRm4KEq.png "")](https://coreos.com)

waprin

<section>
<section id="a-modular-workshop-series-for-learning-kubernetes">
  <h2><code>k8s-workshops</code></h2>
  <p><a href="http://kubernetes.io/"><img src="https://pbs.twimg.com/profile_images/511909265720614913/21_d3cvM.png" alt="kubernetes" style='width:30%;'></a><br/>a modular workshop series for <a href="http://kubernetes.io/">Kubernetes</a></p>  
  <h3 class='fragment grow'><a href="http://bit.ly/k8s-workshops"><code>bit.ly/k8s-workshops</code></a></h3>
</section>
  <section id='presented-by' data-markdown>
    presented by
    
    [![CoreOS Logo](http://i.imgur.com/DRm4KEq.png "")](https://coreos.com)

waprin

CACHES = {

  ‘default’: {

    ‘BACKEND’: ‘redis_cache.RedisCache’,

    ‘LOCATION’: [

      ‘%s:%s’ % (os.getenv(‘REDIS_MASTER_SERVICE_HOST’, ‘127.0.0.1’),