# # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not use this file except in compliance with # the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # library(SparkR) args <- commandArgs(trailing = TRUE) if (length(args) != 1) { print("Usage: wordcount ") q("no") } # Initialize Spark context sc <- sparkR.init(appName = "RwordCount") lines <- textFile(sc, args[[1]]) words <- flatMap(lines, function(line) { strsplit(line, " ")[[1]] }) wordCount <- lapply(words, function(word) { list(word, 1L) }) counts <- reduceByKey(wordCount, "+", 2L) output <- collect(counts) for (wordcount in output) { cat(wordcount[[1]], ": ", wordcount[[2]], "\n") }