# # 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. # context("functions on binary files") # JavaSparkContext handle sc <- sparkR.init() mockFile <- c("Spark is pretty.", "Spark is awesome.") test_that("saveAsObjectFile()/objectFile() following textFile() works", { fileName1 <- tempfile(pattern="spark-test", fileext=".tmp") fileName2 <- tempfile(pattern="spark-test", fileext=".tmp") writeLines(mockFile, fileName1) rdd <- textFile(sc, fileName1, 1) saveAsObjectFile(rdd, fileName2) rdd <- objectFile(sc, fileName2) expect_equal(collect(rdd), as.list(mockFile)) unlink(fileName1) unlink(fileName2, recursive = TRUE) }) test_that("saveAsObjectFile()/objectFile() works on a parallelized list", { fileName <- tempfile(pattern="spark-test", fileext=".tmp") l <- list(1, 2, 3) rdd <- parallelize(sc, l, 1) saveAsObjectFile(rdd, fileName) rdd <- objectFile(sc, fileName) expect_equal(collect(rdd), l) unlink(fileName, recursive = TRUE) }) test_that("saveAsObjectFile()/objectFile() following RDD transformations works", { fileName1 <- tempfile(pattern="spark-test", fileext=".tmp") fileName2 <- tempfile(pattern="spark-test", fileext=".tmp") writeLines(mockFile, fileName1) rdd <- textFile(sc, fileName1) words <- flatMap(rdd, function(line) { strsplit(line, " ")[[1]] }) wordCount <- lapply(words, function(word) { list(word, 1L) }) counts <- reduceByKey(wordCount, "+", 2L) saveAsObjectFile(counts, fileName2) counts <- objectFile(sc, fileName2) output <- collect(counts) expected <- list(list("awesome.", 1), list("Spark", 2), list("pretty.", 1), list("is", 2)) expect_equal(sortKeyValueList(output), sortKeyValueList(expected)) unlink(fileName1) unlink(fileName2, recursive = TRUE) }) test_that("saveAsObjectFile()/objectFile() works with multiple paths", { fileName1 <- tempfile(pattern="spark-test", fileext=".tmp") fileName2 <- tempfile(pattern="spark-test", fileext=".tmp") rdd1 <- parallelize(sc, "Spark is pretty.") saveAsObjectFile(rdd1, fileName1) rdd2 <- parallelize(sc, "Spark is awesome.") saveAsObjectFile(rdd2, fileName2) rdd <- objectFile(sc, c(fileName1, fileName2)) expect_equal(count(rdd), 2) unlink(fileName1, recursive = TRUE) unlink(fileName2, recursive = TRUE) })