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kiva_miner's Introduction

kiva miner

build instructions

  1. in root dir, run mvn install

  2. if you want to open a scala console, go into kiva_explore, and then run mvn scala:console. You also need to configure the scala plugin in your global plugin config in ~/.m2/settings.xml by adding <pluginGroup>org.scala-tools</pluginGroup>

exploring in scala shel

import java.io.File
import com.imranrashid.kiva_json_beans._
import scala.collection.JavaConverters._
val f = new File("/Users/imran/datasets/kiva_ds_json/loans")
val dataItr = LoanFile.loadDir(f)
val data = dataItr.toIndexedSeq
val data = dataItr.asScala.toIndexedSeq
                                                                                                                                                                                                      
val countryGroups = data.groupBy{_.location.country_code}
val countryCount = countryGroups.map{case(k,v) => k -> v.size}
countryCount.toIndexedSeq.sortBy{_._2}.foreach{println}


val langs = data.flatMap{_.description.languages}
langs.foldLeft(Map[String,Int]()){case (acc, l) => acc + (l -> (acc.getOrElse(l, 0) + 1))}.foreach{println}

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