Khalefa

# coding=UTF-8
from __future__ import division
import re

# This is a naive text summarization algorithm
# Created by Shlomi Babluki
# April, 2013


class SummaryTool(object):

Khalefa

from itertools import combinations
from nltk.tokenize import sent_tokenize, RegexpTokenizer
from nltk.stem.snowball import RussianStemmer
import networkx as nx

def similarity(s1, s2):
    if not len(s1) or not len(s2):
        return 0.0
    return len(s1.intersection(s2))/(1.0 * (len(s1) + len(s2)))

Khalefa

#!/bin/sh
set -x

JAR=`find $HOME/giraph/target -name "giraph*with-dependencies.jar" -maxdepth 1 -mindepth 1`
bin/killmr_apps.sh

sleep 2

HADOOP_RUNTIME=/Users/ekoontz/hadoop-runtime
echo

Khalefa

# th30z@u1310:[Desktop]$ psql -h localhost -p 55432
# Password: 
# psql (9.1.10, server 0.0.0)
# WARNING: psql version 9.1, server version 0.0.
#          Some psql features might not work.
# Type "help" for help.
# 
# th30z=> select foo;
#  a | b 
# ---+---

Khalefa

Khalefa

import math
 
def distance(origin, destination):
    lat1, lon1 = origin
    lat2, lon2 = destination
    radius = 6371 # km
 
    dlat = math.radians(lat2-lat1)
    dlon = math.radians(lon2-lon1)
    a = math.sin(dlat/2) * math.sin(dlat/2) + math.cos(math.radians(lat1)) \

Khalefa

import math
 
def distance(origin, destination):
    lat1, lon1 = origin
    lat2, lon2 = destination
    radius = 6371 # km
 
    dlat = math.radians(lat2-lat1)
    dlon = math.radians(lon2-lon1)
    a = math.sin(dlat/2) * math.sin(dlat/2) + math.cos(math.radians(lat1)) \