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| <pre><span class="sourceLineNo">001</span>/*<a name="line.1"></a> |
| <span class="sourceLineNo">002</span> * Licensed to the Apache Software Foundation (ASF) under one<a name="line.2"></a> |
| <span class="sourceLineNo">003</span> * or more contributor license agreements. See the NOTICE file<a name="line.3"></a> |
| <span class="sourceLineNo">004</span> * distributed with this work for additional information<a name="line.4"></a> |
| <span class="sourceLineNo">005</span> * regarding copyright ownership. The ASF licenses this file<a name="line.5"></a> |
| <span class="sourceLineNo">006</span> * to you under the Apache License, Version 2.0 (the<a name="line.6"></a> |
| <span class="sourceLineNo">007</span> * "License"); you may not use this file except in compliance<a name="line.7"></a> |
| <span class="sourceLineNo">008</span> * with the License. You may obtain a copy of the License at<a name="line.8"></a> |
| <span class="sourceLineNo">009</span> *<a name="line.9"></a> |
| <span class="sourceLineNo">010</span> * http://www.apache.org/licenses/LICENSE-2.0<a name="line.10"></a> |
| <span class="sourceLineNo">011</span> *<a name="line.11"></a> |
| <span class="sourceLineNo">012</span> * Unless required by applicable law or agreed to in writing, software<a name="line.12"></a> |
| <span class="sourceLineNo">013</span> * distributed under the License is distributed on an "AS IS" BASIS,<a name="line.13"></a> |
| <span class="sourceLineNo">014</span> * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.<a name="line.14"></a> |
| <span class="sourceLineNo">015</span> * See the License for the specific language governing permissions and<a name="line.15"></a> |
| <span class="sourceLineNo">016</span> * limitations under the License.<a name="line.16"></a> |
| <span class="sourceLineNo">017</span> */<a name="line.17"></a> |
| <span class="sourceLineNo">018</span>package org.apache.hadoop.hbase.mapreduce;<a name="line.18"></a> |
| <span class="sourceLineNo">019</span><a name="line.19"></a> |
| <span class="sourceLineNo">020</span>import java.io.IOException;<a name="line.20"></a> |
| <span class="sourceLineNo">021</span>import org.apache.hadoop.conf.Configuration;<a name="line.21"></a> |
| <span class="sourceLineNo">022</span>import org.apache.hadoop.conf.Configured;<a name="line.22"></a> |
| <span class="sourceLineNo">023</span>import org.apache.hadoop.fs.Path;<a name="line.23"></a> |
| <span class="sourceLineNo">024</span>import org.apache.hadoop.hbase.HBaseConfiguration;<a name="line.24"></a> |
| <span class="sourceLineNo">025</span>import org.apache.hadoop.hbase.client.Put;<a name="line.25"></a> |
| <span class="sourceLineNo">026</span>import org.apache.hadoop.hbase.io.ImmutableBytesWritable;<a name="line.26"></a> |
| <span class="sourceLineNo">027</span>import org.apache.hadoop.hbase.util.Bytes;<a name="line.27"></a> |
| <span class="sourceLineNo">028</span>import org.apache.hadoop.io.LongWritable;<a name="line.28"></a> |
| <span class="sourceLineNo">029</span>import org.apache.hadoop.io.Text;<a name="line.29"></a> |
| <span class="sourceLineNo">030</span>import org.apache.hadoop.mapreduce.Job;<a name="line.30"></a> |
| <span class="sourceLineNo">031</span>import org.apache.hadoop.mapreduce.Mapper;<a name="line.31"></a> |
| <span class="sourceLineNo">032</span>import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;<a name="line.32"></a> |
| <span class="sourceLineNo">033</span>import org.apache.hadoop.mapreduce.lib.input.SequenceFileInputFormat;<a name="line.33"></a> |
| <span class="sourceLineNo">034</span>import org.apache.hadoop.util.Tool;<a name="line.34"></a> |
| <span class="sourceLineNo">035</span>import org.apache.hadoop.util.ToolRunner;<a name="line.35"></a> |
| <span class="sourceLineNo">036</span>import org.apache.yetus.audience.InterfaceAudience;<a name="line.36"></a> |
| <span class="sourceLineNo">037</span>import org.slf4j.Logger;<a name="line.37"></a> |
| <span class="sourceLineNo">038</span>import org.slf4j.LoggerFactory;<a name="line.38"></a> |
| <span class="sourceLineNo">039</span><a name="line.39"></a> |
| <span class="sourceLineNo">040</span>/**<a name="line.40"></a> |
| <span class="sourceLineNo">041</span> * Sample Uploader MapReduce<a name="line.41"></a> |
| <span class="sourceLineNo">042</span> * <p><a name="line.42"></a> |
| <span class="sourceLineNo">043</span> * This is EXAMPLE code. You will need to change it to work for your context.<a name="line.43"></a> |
| <span class="sourceLineNo">044</span> * <p><a name="line.44"></a> |
| <span class="sourceLineNo">045</span> * Uses {@link TableReducer} to put the data into HBase. Change the InputFormat to suit your data.<a name="line.45"></a> |
| <span class="sourceLineNo">046</span> * In this example, we are importing a CSV file.<a name="line.46"></a> |
| <span class="sourceLineNo">047</span> * <p><a name="line.47"></a> |
| <span class="sourceLineNo">048</span> *<a name="line.48"></a> |
| <span class="sourceLineNo">049</span> * <pre><a name="line.49"></a> |
| <span class="sourceLineNo">050</span> * row,family,qualifier,value<a name="line.50"></a> |
| <span class="sourceLineNo">051</span> * </pre><a name="line.51"></a> |
| <span class="sourceLineNo">052</span> * <p><a name="line.52"></a> |
| <span class="sourceLineNo">053</span> * The table and columnfamily we're to insert into must preexist.<a name="line.53"></a> |
| <span class="sourceLineNo">054</span> * <p><a name="line.54"></a> |
| <span class="sourceLineNo">055</span> * There is no reducer in this example as it is not necessary and adds significant overhead. If you<a name="line.55"></a> |
| <span class="sourceLineNo">056</span> * need to do any massaging of data before inserting into HBase, you can do this in the map as well.<a name="line.56"></a> |
| <span class="sourceLineNo">057</span> * <p><a name="line.57"></a> |
| <span class="sourceLineNo">058</span> * Do the following to start the MR job:<a name="line.58"></a> |
| <span class="sourceLineNo">059</span> *<a name="line.59"></a> |
| <span class="sourceLineNo">060</span> * <pre><a name="line.60"></a> |
| <span class="sourceLineNo">061</span> * ./bin/hadoop org.apache.hadoop.hbase.mapreduce.SampleUploader /tmp/input.csv TABLE_NAME<a name="line.61"></a> |
| <span class="sourceLineNo">062</span> * </pre><a name="line.62"></a> |
| <span class="sourceLineNo">063</span> * <p><a name="line.63"></a> |
| <span class="sourceLineNo">064</span> * This code was written against HBase 0.21 trunk.<a name="line.64"></a> |
| <span class="sourceLineNo">065</span> */<a name="line.65"></a> |
| <span class="sourceLineNo">066</span>@InterfaceAudience.Private<a name="line.66"></a> |
| <span class="sourceLineNo">067</span>public class SampleUploader extends Configured implements Tool {<a name="line.67"></a> |
| <span class="sourceLineNo">068</span> private static final Logger LOG = LoggerFactory.getLogger(SampleUploader.class);<a name="line.68"></a> |
| <span class="sourceLineNo">069</span><a name="line.69"></a> |
| <span class="sourceLineNo">070</span> private static final String NAME = "SampleUploader";<a name="line.70"></a> |
| <span class="sourceLineNo">071</span><a name="line.71"></a> |
| <span class="sourceLineNo">072</span> static class Uploader extends Mapper<LongWritable, Text, ImmutableBytesWritable, Put> {<a name="line.72"></a> |
| <span class="sourceLineNo">073</span> private long checkpoint = 100;<a name="line.73"></a> |
| <span class="sourceLineNo">074</span> private long count = 0;<a name="line.74"></a> |
| <span class="sourceLineNo">075</span><a name="line.75"></a> |
| <span class="sourceLineNo">076</span> @Override<a name="line.76"></a> |
| <span class="sourceLineNo">077</span> public void map(LongWritable key, Text line, Context context) throws IOException {<a name="line.77"></a> |
| <span class="sourceLineNo">078</span> // Input is a CSV file<a name="line.78"></a> |
| <span class="sourceLineNo">079</span> // Each map() is a single line, where the key is the line number<a name="line.79"></a> |
| <span class="sourceLineNo">080</span> // Each line is comma-delimited; row,family,qualifier,value<a name="line.80"></a> |
| <span class="sourceLineNo">081</span><a name="line.81"></a> |
| <span class="sourceLineNo">082</span> // Split CSV line<a name="line.82"></a> |
| <span class="sourceLineNo">083</span> String[] values = line.toString().split(",");<a name="line.83"></a> |
| <span class="sourceLineNo">084</span> if (values.length != 4) {<a name="line.84"></a> |
| <span class="sourceLineNo">085</span> return;<a name="line.85"></a> |
| <span class="sourceLineNo">086</span> }<a name="line.86"></a> |
| <span class="sourceLineNo">087</span><a name="line.87"></a> |
| <span class="sourceLineNo">088</span> // Extract each value<a name="line.88"></a> |
| <span class="sourceLineNo">089</span> byte[] row = Bytes.toBytes(values[0]);<a name="line.89"></a> |
| <span class="sourceLineNo">090</span> byte[] family = Bytes.toBytes(values[1]);<a name="line.90"></a> |
| <span class="sourceLineNo">091</span> byte[] qualifier = Bytes.toBytes(values[2]);<a name="line.91"></a> |
| <span class="sourceLineNo">092</span> byte[] value = Bytes.toBytes(values[3]);<a name="line.92"></a> |
| <span class="sourceLineNo">093</span><a name="line.93"></a> |
| <span class="sourceLineNo">094</span> // Create Put<a name="line.94"></a> |
| <span class="sourceLineNo">095</span> Put put = new Put(row);<a name="line.95"></a> |
| <span class="sourceLineNo">096</span> put.addColumn(family, qualifier, value);<a name="line.96"></a> |
| <span class="sourceLineNo">097</span><a name="line.97"></a> |
| <span class="sourceLineNo">098</span> // Uncomment below to disable WAL. This will improve performance but means<a name="line.98"></a> |
| <span class="sourceLineNo">099</span> // you will experience data loss in the case of a RegionServer crash.<a name="line.99"></a> |
| <span class="sourceLineNo">100</span> // put.setWriteToWAL(false);<a name="line.100"></a> |
| <span class="sourceLineNo">101</span><a name="line.101"></a> |
| <span class="sourceLineNo">102</span> try {<a name="line.102"></a> |
| <span class="sourceLineNo">103</span> context.write(new ImmutableBytesWritable(row), put);<a name="line.103"></a> |
| <span class="sourceLineNo">104</span> } catch (InterruptedException e) {<a name="line.104"></a> |
| <span class="sourceLineNo">105</span> LOG.error("Interrupted emitting put", e);<a name="line.105"></a> |
| <span class="sourceLineNo">106</span> Thread.currentThread().interrupt();<a name="line.106"></a> |
| <span class="sourceLineNo">107</span> }<a name="line.107"></a> |
| <span class="sourceLineNo">108</span><a name="line.108"></a> |
| <span class="sourceLineNo">109</span> // Set status every checkpoint lines<a name="line.109"></a> |
| <span class="sourceLineNo">110</span> if (++count % checkpoint == 0) {<a name="line.110"></a> |
| <span class="sourceLineNo">111</span> context.setStatus("Emitting Put " + count);<a name="line.111"></a> |
| <span class="sourceLineNo">112</span> }<a name="line.112"></a> |
| <span class="sourceLineNo">113</span> }<a name="line.113"></a> |
| <span class="sourceLineNo">114</span> }<a name="line.114"></a> |
| <span class="sourceLineNo">115</span><a name="line.115"></a> |
| <span class="sourceLineNo">116</span> /**<a name="line.116"></a> |
| <span class="sourceLineNo">117</span> * Job configuration.<a name="line.117"></a> |
| <span class="sourceLineNo">118</span> */<a name="line.118"></a> |
| <span class="sourceLineNo">119</span> public static Job configureJob(Configuration conf, String[] args) throws IOException {<a name="line.119"></a> |
| <span class="sourceLineNo">120</span> Path inputPath = new Path(args[0]);<a name="line.120"></a> |
| <span class="sourceLineNo">121</span> String tableName = args[1];<a name="line.121"></a> |
| <span class="sourceLineNo">122</span> Job job = new Job(conf, NAME + "_" + tableName);<a name="line.122"></a> |
| <span class="sourceLineNo">123</span> job.setJarByClass(Uploader.class);<a name="line.123"></a> |
| <span class="sourceLineNo">124</span> FileInputFormat.setInputPaths(job, inputPath);<a name="line.124"></a> |
| <span class="sourceLineNo">125</span> job.setInputFormatClass(SequenceFileInputFormat.class);<a name="line.125"></a> |
| <span class="sourceLineNo">126</span> job.setMapperClass(Uploader.class);<a name="line.126"></a> |
| <span class="sourceLineNo">127</span> // No reducers. Just write straight to table. Call initTableReducerJob<a name="line.127"></a> |
| <span class="sourceLineNo">128</span> // because it sets up the TableOutputFormat.<a name="line.128"></a> |
| <span class="sourceLineNo">129</span> TableMapReduceUtil.initTableReducerJob(tableName, null, job);<a name="line.129"></a> |
| <span class="sourceLineNo">130</span> job.setNumReduceTasks(0);<a name="line.130"></a> |
| <span class="sourceLineNo">131</span> return job;<a name="line.131"></a> |
| <span class="sourceLineNo">132</span> }<a name="line.132"></a> |
| <span class="sourceLineNo">133</span><a name="line.133"></a> |
| <span class="sourceLineNo">134</span> /**<a name="line.134"></a> |
| <span class="sourceLineNo">135</span> * Main entry point.<a name="line.135"></a> |
| <span class="sourceLineNo">136</span> * @param otherArgs The command line parameters after ToolRunner handles standard.<a name="line.136"></a> |
| <span class="sourceLineNo">137</span> * @throws Exception When running the job fails.<a name="line.137"></a> |
| <span class="sourceLineNo">138</span> */<a name="line.138"></a> |
| <span class="sourceLineNo">139</span> public int run(String[] otherArgs) throws Exception {<a name="line.139"></a> |
| <span class="sourceLineNo">140</span> if (otherArgs.length != 2) {<a name="line.140"></a> |
| <span class="sourceLineNo">141</span> System.err.println("Wrong number of arguments: " + otherArgs.length);<a name="line.141"></a> |
| <span class="sourceLineNo">142</span> System.err.println("Usage: " + NAME + " <input> <tablename>");<a name="line.142"></a> |
| <span class="sourceLineNo">143</span> return -1;<a name="line.143"></a> |
| <span class="sourceLineNo">144</span> }<a name="line.144"></a> |
| <span class="sourceLineNo">145</span> Job job = configureJob(getConf(), otherArgs);<a name="line.145"></a> |
| <span class="sourceLineNo">146</span> return (job.waitForCompletion(true) ? 0 : 1);<a name="line.146"></a> |
| <span class="sourceLineNo">147</span> }<a name="line.147"></a> |
| <span class="sourceLineNo">148</span><a name="line.148"></a> |
| <span class="sourceLineNo">149</span> public static void main(String[] args) throws Exception {<a name="line.149"></a> |
| <span class="sourceLineNo">150</span> int status = ToolRunner.run(HBaseConfiguration.create(), new SampleUploader(), args);<a name="line.150"></a> |
| <span class="sourceLineNo">151</span> System.exit(status);<a name="line.151"></a> |
| <span class="sourceLineNo">152</span> }<a name="line.152"></a> |
| <span class="sourceLineNo">153</span>}<a name="line.153"></a> |
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| </pre> |
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