1 | /** |
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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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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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44 | */ |
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45 | |
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46 | |
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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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52 | import org.apache.hadoop.fs.FileStatus; |
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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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70 | // import AccessLogParser |
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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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98 | |
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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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125 | // do it to resolve warning : FileSystem.listPaths |
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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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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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145 | Path[] in = listPaths(fs, InputDir); |
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146 | if (fs.isFile(InputDir)) { |
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147 | jobConf.setInputPath(InputDir); |
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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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151 | jobConf.addInputPath(in[i]); |
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152 | } else { |
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153 | Path[] sub = listPaths(fs, in[i]); |
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154 | for (int j = 0; j < sub.length; j++) { |
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155 | if (fs.isFile(sub[j])) { |
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156 | jobConf.addInputPath(sub[j]); |
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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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162 | jobConf.setOutputPath(tempDir); |
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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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172 | |
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173 | fs.delete(tempDir); |
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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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