mattdennewitz

cd ~
sudo apt-get update
sudo apt-get install openjdk-7-jre -y

wget http://download.elasticsearch.org/elasticsearch/elasticsearch/elasticsearch-0.20.5.tar.gz -O elasticsearch.tar.gz
tar -xf elasticsearch.tar.gz
rm elasticsearch.tar.gz
sudo mv elasticsearch-* elasticsearch
sudo mv elasticsearch /opt
chown matt:matt -R /opt/elasticsearch

mattdennewitz

The following formula adds this quality start projection formula to the Steamer projections export from Fangraphs.

=IF(E2 > 0, ROUND((((I2/E2)/6.15)-(0.11*D2))*E2, 0), 0)

NB: This expects that you're tacking the column onto the end of the row.

mattdennewitz

import csv
import glob
import os
import sys

from mattreduce import Job


get_state = lambda outs, bases: '%s:%s' % (outs, bases)

mattdennewitz

#!/usr/bin/env python

import sys

last = ''
punc = ','

while True:
    c = sys.stdin.read(1)
    if c:

mattdennewitz

import datetime

import dateutil.tz

import pytz


def get_formatted_tz(zone):
    """Returns +/-HH:MM formatted time zone offset.

mattdennewitz

from django.db.models import signals

from haystack.indexes import RealTimeSearchIndex


class ManyAwareRealTimeSearchIndex(RealTimeSearchIndex):
    """Many-to-many aware real-time search index base class
    """

    def _on_m2m_changed(self, instance, using=None, **kwargs):

mattdennewitz

from bson.code import Code

import pymongo


connection = pymongo.connection.Connection()
db = connection['retrosheet']
tbl = db['events_2010']

# limit results to complete plate appearances.

mattdennewitz

function(key, result) {
    return ((0.72 * result.nibb) + (0.75 * result.hbp) + (0.9 * result._1b) + (0.92 * result.rboe) + 
            (1.24 * result._2b) + (1.56 * result._3b) + (1.95 * result.hr)) / result.pa;
}

mattdennewitz

function(key, values) {
    var result = {nibb: 0, hbp: 0, _1b: 0, _2b: 0, _3b: 0, hr: 0, rboe: 0, pa: 0};

    for(var i in values) {
        result.nibb += values[i].nibb;
        result.hbp += values[i].hbp;
        result._1b += values[i]._1b;
        result._2b += values[i]._2b;
        result._3b += values[i]._3b;
        result.hr += values[i].hr;

mattdennewitz

function() {
    var woba_fields = {nibb: (this.EVENT_CD == '14') ? 1 : 0, 
                       hbp: (this.EVENT_CD == '15') ? 1 : 0, 
                       _1b: (this.EVENT_CD == '20') ? 1 : 0, 
                       _2b: (this.EVENT_CD == '21') ? 1 : 0, 
                       _3b: (this.EVENT_CD == '22') ? 1 : 0, 
                       hr: (this.EVENT_CD == '23') ? 1 : 0, 
                       rboe: (this.BAT_SAFE_ERR_FL == 'T') ? 1 : 0,
                       pa: 1};
    emit(this.BAT_ID, woba_fields);