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| 1 | +/* |
| 2 | + * Licensed to the Apache Software Foundation (ASF) under one or more |
| 3 | + * contributor license agreements. See the NOTICE file distributed with |
| 4 | + * this work for additional information regarding copyright ownership. |
| 5 | + * The ASF licenses this file to You under the Apache License, Version 2.0 |
| 6 | + * (the "License"); you may not use this file except in compliance with |
| 7 | + * the License. You may obtain a copy of the License at |
| 8 | + * |
| 9 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 10 | + * |
| 11 | + * Unless required by applicable law or agreed to in writing, software |
| 12 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 13 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 14 | + * See the License for the specific language governing permissions and |
| 15 | + * limitations under the License. |
| 16 | + */ |
| 17 | + |
| 18 | +package org.apache.spark.sql.execution.datasources.text |
| 19 | + |
| 20 | +import java.io.File |
| 21 | + |
| 22 | +import org.apache.spark.sql.{QueryTest, Row} |
| 23 | +import org.apache.spark.sql.internal.SQLConf |
| 24 | +import org.apache.spark.sql.test.SharedSQLContext |
| 25 | +import org.apache.spark.sql.types.{StringType, StructType} |
| 26 | + |
| 27 | +class WholeTextFileSuite extends QueryTest with SharedSQLContext { |
| 28 | + |
| 29 | + // Hadoop's FileSystem caching does not use the Configuration as part of its cache key, which |
| 30 | + // can cause Filesystem.get(Configuration) to return a cached instance created with a different |
| 31 | + // configuration than the one passed to get() (see HADOOP-8490 for more details). This caused |
| 32 | + // hard-to-reproduce test failures, since any suites that were run after this one would inherit |
| 33 | + // the new value of "fs.local.block.size" (see SPARK-5227 and SPARK-5679). To work around this, |
| 34 | + // we disable FileSystem caching in this suite. |
| 35 | + protected override def sparkConf = |
| 36 | + super.sparkConf.set("spark.hadoop.fs.file.impl.disable.cache", "true") |
| 37 | + |
| 38 | + private def testFile: String = { |
| 39 | + Thread.currentThread().getContextClassLoader.getResource("test-data/text-suite.txt").toString |
| 40 | + } |
| 41 | + |
| 42 | + test("reading text file with option wholetext=true") { |
| 43 | + val df = spark.read.option("wholetext", "true") |
| 44 | + .format("text").load(testFile) |
| 45 | + // schema |
| 46 | + assert(df.schema == new StructType().add("value", StringType)) |
| 47 | + |
| 48 | + // verify content |
| 49 | + val data = df.collect() |
| 50 | + assert(data(0) == |
| 51 | + Row( |
| 52 | + // scalastyle:off nonascii |
| 53 | + """This is a test file for the text data source |
| 54 | + |1+1 |
| 55 | + |数据砖头 |
| 56 | + |"doh" |
| 57 | + |""".stripMargin)) |
| 58 | + // scalastyle:on nonascii |
| 59 | + assert(data.length == 1) |
| 60 | + } |
| 61 | + |
| 62 | + test("correctness of wholetext option") { |
| 63 | + import org.apache.spark.sql.catalyst.util._ |
| 64 | + withTempDir { dir => |
| 65 | + val file1 = new File(dir, "text1.txt") |
| 66 | + stringToFile(file1, |
| 67 | + """text file 1 contents. |
| 68 | + |From: None to: ?? |
| 69 | + """.stripMargin) |
| 70 | + val file2 = new File(dir, "text2.txt") |
| 71 | + stringToFile(file2, "text file 2 contents.") |
| 72 | + val file3 = new File(dir, "text3.txt") |
| 73 | + stringToFile(file3, "text file 3 contents.") |
| 74 | + val df = spark.read.option("wholetext", "true").text(dir.getAbsolutePath) |
| 75 | + // Since wholetext option reads each file into a single row, df.length should be no. of files. |
| 76 | + val data = df.sort("value").collect() |
| 77 | + assert(data.length == 3) |
| 78 | + // Each files should represent a single Row/element in Dataframe/Dataset |
| 79 | + assert(data(0) == Row( |
| 80 | + """text file 1 contents. |
| 81 | + |From: None to: ?? |
| 82 | + """.stripMargin)) |
| 83 | + assert(data(1) == Row( |
| 84 | + """text file 2 contents.""".stripMargin)) |
| 85 | + assert(data(2) == Row( |
| 86 | + """text file 3 contents.""".stripMargin)) |
| 87 | + } |
| 88 | + } |
| 89 | + |
| 90 | + |
| 91 | + test("Correctness of wholetext option with gzip compression mode.") { |
| 92 | + withTempDir { dir => |
| 93 | + val path = dir.getCanonicalPath |
| 94 | + val df1 = spark.range(0, 1000).selectExpr("CAST(id AS STRING) AS s") |
| 95 | + df1.write.option("compression", "gzip").mode("overwrite").text(path) |
| 96 | + |
| 97 | + val expected = df1.collect() |
| 98 | + Seq(10, 100, 1000).foreach { bytes => |
| 99 | + withSQLConf(SQLConf.FILES_MAX_PARTITION_BYTES.key -> bytes.toString) { |
| 100 | + val df2 = spark.read.option("wholetext", "true").format("text").load(path) |
| 101 | + checkAnswer(df2, expected) |
| 102 | + } |
| 103 | + } |
| 104 | + } |
| 105 | + } |
| 106 | + |
| 107 | + |
| 108 | +} |
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