[21] | 1 | /** |
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[27] | 2 | * Program: LogFetcher.java |
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| 3 | * Editor: Waue Chen |
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| 4 | * From : NCHC. Taiwn |
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| 5 | * Last Update Date: 07/02/2008 |
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| 6 | */ |
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| 7 | /** |
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[31] | 8 | * Purpose : |
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| 9 | * This program will parse your apache log and store it into Hbase. |
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| 10 | * |
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| 11 | * HowToUse : |
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| 12 | * Make sure two thing : |
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| 13 | * 1. Upload apache logs ( /var/log/apache2/access.log* ) to \ |
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| 14 | * hdfs (default: /user/waue/apache-log) \ |
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| 15 | * $ bin/hadoop dfs -put /var/log/apache2/ apache-log |
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| 16 | * 2. parameter "dir" in main contains the logs. |
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| 17 | * 3. you should filter the exception contents manually, \ |
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| 18 | * ex: ::1 - - [29/Jun/2008:07:35:15 +0800] "GET / HTTP/1.0" 200 729 "... |
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| 19 | * |
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| 20 | * Check Result: |
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| 21 | * Go to hbase console, type : |
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| 22 | * hql > select * from apache-log; |
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| 23 | |
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| 24 | +-------------------------+-------------------------+-------------------------+ |
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| 25 | | Row | Column | Cell | |
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| 26 | +-------------------------+-------------------------+-------------------------+ |
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| 27 | | 118.170.101.250 | http:agent | Mozilla/4.0 (compatible;| |
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| 28 | | | | MSIE 4.01; Windows 95) | |
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| 29 | +-------------------------+-------------------------+-------------------------+ |
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| 30 | | 118.170.101.250 | http:bytesize | 318 | |
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| 31 | +-------------------------+-------------------------+-------------------------+ |
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| 32 | ..........(skip)........ |
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| 33 | +-------------------------+-------------------------+-------------------------+ |
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| 34 | | 87.65.93.58 | http:method | OPTIONS | |
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| 35 | +-------------------------+-------------------------+-------------------------+ |
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| 36 | | 87.65.93.58 | http:protocol | HTTP/1.1 | |
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| 37 | +-------------------------+-------------------------+-------------------------+ |
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| 38 | | 87.65.93.58 | referrer:- | * | |
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| 39 | +-------------------------+-------------------------+-------------------------+ |
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| 40 | | 87.65.93.58 | url:* | - | |
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| 41 | +-------------------------+-------------------------+-------------------------+ |
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| 42 | 31 row(s) in set. (0.58 sec) |
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| 43 | |
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[21] | 44 | */ |
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[31] | 45 | |
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| 46 | |
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[21] | 47 | package tw.org.nchc.demo; |
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| 48 | |
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| 49 | import java.io.IOException; |
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| 50 | import java.text.ParseException; |
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| 51 | |
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[25] | 52 | import org.apache.hadoop.fs.FileStatus; |
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[21] | 53 | import org.apache.hadoop.fs.FileSystem; |
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| 54 | import org.apache.hadoop.fs.Path; |
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| 55 | import org.apache.hadoop.hbase.HBaseAdmin; |
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| 56 | import org.apache.hadoop.hbase.HBaseConfiguration; |
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| 57 | import org.apache.hadoop.hbase.HColumnDescriptor; |
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| 58 | import org.apache.hadoop.hbase.HTable; |
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| 59 | import org.apache.hadoop.hbase.HTableDescriptor; |
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| 60 | import org.apache.hadoop.io.Text; |
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| 61 | import org.apache.hadoop.io.Writable; |
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| 62 | import org.apache.hadoop.io.WritableComparable; |
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| 63 | import org.apache.hadoop.mapred.ClusterStatus; |
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| 64 | import org.apache.hadoop.mapred.JobClient; |
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| 65 | import org.apache.hadoop.mapred.JobConf; |
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| 66 | import org.apache.hadoop.mapred.MapReduceBase; |
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| 67 | import org.apache.hadoop.mapred.Mapper; |
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| 68 | import org.apache.hadoop.mapred.OutputCollector; |
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| 69 | import org.apache.hadoop.mapred.Reporter; |
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[29] | 70 | // import AccessLogParser |
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[21] | 71 | /** |
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| 72 | * Access_log fetcher. TODO: FgnStatLog, Error_log, Access_log (Default, |
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| 73 | * W3CExtended, IISw3cExtended) |
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| 74 | */ |
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| 75 | public class LogFetcher { |
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| 76 | static HBaseConfiguration conf = new HBaseConfiguration(); |
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| 77 | |
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| 78 | public static final String TABLE = "table.name"; |
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| 79 | |
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| 80 | static String tableName; |
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| 81 | |
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| 82 | static HTable table = null; |
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| 83 | |
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| 84 | static boolean eclipseRun = false; |
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| 85 | |
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| 86 | public static class MapClass extends MapReduceBase implements |
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| 87 | Mapper<WritableComparable, Text, Text, Writable> { |
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| 88 | |
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| 89 | @Override |
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| 90 | public void configure(JobConf job) { |
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| 91 | tableName = job.get(TABLE, ""); |
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| 92 | } |
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| 93 | |
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| 94 | public void map(WritableComparable key, Text value, |
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| 95 | OutputCollector<Text, Writable> output, Reporter reporter) |
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| 96 | throws IOException { |
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| 97 | try { |
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[29] | 98 | |
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[21] | 99 | AccessLogParser log = new AccessLogParser(value.toString()); |
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| 100 | if (table == null) |
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| 101 | table = new HTable(conf, new Text(tableName)); |
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| 102 | long lockId = table.startUpdate(new Text(log.getIp())); |
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| 103 | table.put(lockId, new Text("http:protocol"), log.getProtocol() |
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| 104 | .getBytes()); |
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| 105 | table.put(lockId, new Text("http:method"), log.getMethod() |
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| 106 | .getBytes()); |
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| 107 | table.put(lockId, new Text("http:code"), log.getCode() |
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| 108 | .getBytes()); |
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| 109 | table.put(lockId, new Text("http:bytesize"), log.getByteSize() |
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| 110 | .getBytes()); |
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| 111 | table.put(lockId, new Text("http:agent"), log.getAgent() |
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| 112 | .getBytes()); |
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| 113 | table.put(lockId, new Text("url:" + log.getUrl()), log |
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| 114 | .getReferrer().getBytes()); |
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| 115 | table.put(lockId, new Text("referrer:" + log.getReferrer()), |
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| 116 | log.getUrl().getBytes()); |
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| 117 | table.commit(lockId, log.getTimestamp()); |
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| 118 | } catch (ParseException e) { |
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| 119 | e.printStackTrace(); |
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| 120 | } catch (Exception e) { |
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| 121 | e.printStackTrace(); |
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| 122 | } |
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| 123 | } |
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| 124 | } |
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[27] | 125 | // do it to resolve warning : FileSystem.listPaths |
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[25] | 126 | static public Path[] listPaths(FileSystem fsm,Path path) throws IOException |
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| 127 | { |
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| 128 | FileStatus[] fss = fsm.listStatus(path); |
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| 129 | int length = fss.length; |
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| 130 | Path[] pi = new Path[length]; |
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| 131 | for (int i=0 ; i< length; i++) |
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| 132 | { |
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| 133 | pi[i] = fss[i].getPath(); |
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| 134 | } |
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| 135 | return pi; |
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| 136 | } |
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[21] | 137 | public static void runMapReduce(String table, String dir) |
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| 138 | throws IOException { |
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| 139 | Path tempDir = new Path("log/temp"); |
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| 140 | Path InputDir = new Path(dir); |
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| 141 | FileSystem fs = FileSystem.get(conf); |
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| 142 | JobConf jobConf = new JobConf(conf, LogFetcher.class); |
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| 143 | jobConf.setJobName("apache log fetcher"); |
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| 144 | jobConf.set(TABLE, table); |
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[25] | 145 | Path[] in = listPaths(fs, InputDir); |
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[21] | 146 | if (fs.isFile(InputDir)) { |
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[25] | 147 | jobConf.setInputPath(InputDir); |
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[21] | 148 | } else { |
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| 149 | for (int i = 0; i < in.length; i++) { |
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| 150 | if (fs.isFile(in[i])) { |
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[25] | 151 | jobConf.addInputPath(in[i]); |
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[21] | 152 | } else { |
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[25] | 153 | Path[] sub = listPaths(fs, in[i]); |
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[21] | 154 | for (int j = 0; j < sub.length; j++) { |
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| 155 | if (fs.isFile(sub[j])) { |
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[25] | 156 | jobConf.addInputPath(sub[j]); |
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[21] | 157 | } |
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| 158 | } |
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| 159 | } |
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| 160 | } |
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| 161 | } |
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[25] | 162 | jobConf.setOutputPath(tempDir); |
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[21] | 163 | |
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| 164 | jobConf.setMapperClass(MapClass.class); |
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| 165 | |
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| 166 | JobClient client = new JobClient(jobConf); |
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| 167 | ClusterStatus cluster = client.getClusterStatus(); |
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| 168 | jobConf.setNumMapTasks(cluster.getMapTasks()); |
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| 169 | jobConf.setNumReduceTasks(0); |
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| 170 | |
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| 171 | JobClient.runJob(jobConf); |
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[25] | 172 | |
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| 173 | fs.delete(tempDir); |
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[21] | 174 | fs.close(); |
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| 175 | } |
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| 176 | |
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| 177 | public static void creatTable(String table) throws IOException { |
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| 178 | HBaseAdmin admin = new HBaseAdmin(conf); |
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| 179 | if (!admin.tableExists(new Text(table))) { |
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| 180 | System.out.println("1. " + table |
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| 181 | + " table creating ... please wait"); |
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| 182 | HTableDescriptor tableDesc = new HTableDescriptor(table); |
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| 183 | tableDesc.addFamily(new HColumnDescriptor("http:")); |
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| 184 | tableDesc.addFamily(new HColumnDescriptor("url:")); |
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| 185 | tableDesc.addFamily(new HColumnDescriptor("referrer:")); |
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| 186 | admin.createTable(tableDesc); |
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| 187 | } else { |
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| 188 | System.out.println("1. " + table + " table already exists."); |
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| 189 | } |
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| 190 | System.out.println("2. access_log files fetching using map/reduce"); |
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| 191 | } |
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| 192 | |
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| 193 | public static void main(String[] args) throws IOException { |
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| 194 | String table_name = "log"; |
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| 195 | String dir = "apache-log"; |
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| 196 | |
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| 197 | if (eclipseRun) { |
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| 198 | table_name = "log"; |
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| 199 | dir = "apache-log"; |
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| 200 | } else if (args.length < 2) { |
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| 201 | System.out |
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| 202 | .println("Usage: logfetcher <access_log file or directory> <table_name>"); |
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| 203 | System.exit(1); |
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| 204 | } else { |
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| 205 | table_name = args[1]; |
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| 206 | dir = args[0]; |
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| 207 | } |
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| 208 | creatTable(table_name); |
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| 209 | runMapReduce(table_name, dir); |
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| 210 | |
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| 211 | } |
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| 212 | |
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| 213 | } |
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