简单的wordcount
1 object Test16_CommonWordCount { 2 def main(args: Array[String]): Unit = { 3 val list = List( 4 "hello", 5 "hello world", 6 "hello scala", 7 "hello world", 8 "hello scala", 9 "hello java" 10 ) 11 //1、对字符串进行切分,得到一个打散所有单词的列表 12 val wordlist = list.flatMap(_.split(",")) 13 println(wordlist) 14 15 //2、相同的单词进行分组 16 val grouplist = wordlist.groupBy( word => word ) 17 println(grouplist) 18 19 //3、对分组之后的list取长度,得到每个单词的个数 20 val countMap = grouplist.map(kv => (kv._1, kv._2.length)) 21 22 //4、将map转换为list,排序取出前3 23 val sortlist = countMap.toList 24 .sortWith( _._2 > _._2 ) 25 .take(3).foreach(println) 26 } 27 }