Github user rxin commented on a diff in the pull request:

    https://github.com/apache/spark/pull/164#discussion_r10993628
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/input/WholeTextFileRecordReader.scala
 ---
    @@ -0,0 +1,72 @@
    +/*
    + * 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.
    + */
    +
    +package org.apache.spark.mllib.input
    +
    +import com.google.common.io.{ByteStreams, Closeables}
    +
    +import org.apache.hadoop.io.Text
    +import org.apache.hadoop.mapreduce.InputSplit
    +import org.apache.hadoop.mapreduce.lib.input.CombineFileSplit
    +import org.apache.hadoop.mapreduce.RecordReader
    +import org.apache.hadoop.mapreduce.TaskAttemptContext
    +
    +/**
    + * A [[org.apache.hadoop.mapreduce.RecordReader RecordReader]] for reading 
a single whole text file
    + * out in a key-value pair, where the key is the file path and the value 
is the entire content of
    + * the file.
    + */
    +private[mllib] class WholeTextFileRecordReader(
    +    split: CombineFileSplit,
    +    context: TaskAttemptContext,
    +    index: Integer)
    +  extends RecordReader[String, String] {
    +
    +  private val path = split.getPath(index)
    +  private val fs = path.getFileSystem(context.getConfiguration)
    +
    +  // True means the current file has been processed, then skip it.
    +  private var processed = false
    +
    +  private val key = path.toString
    +  private var value: String = null
    +
    +  override def initialize(split: InputSplit, context: TaskAttemptContext) 
= {}
    +
    +  override def close() = {}
    +
    +  override def getProgress = if(processed) 1.0f else 0.0f
    +
    +  override def getCurrentKey = key
    +
    +  override def getCurrentValue = value
    +
    +  override def nextKeyValue = {
    +    if(!processed) {
    --- End diff --
    
    add a space after if


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