package com.vertica.hadoop; import java.io.IOException; import java.util.ArrayList; import java.util.Calendar; import java.util.Collection; import java.util.HashSet; import java.util.List; import java.sql.Date; import java.sql.Timestamp; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.io.DoubleWritable; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Job; import org.apache.hadoop.mapreduce.Mapper; import org.apache.hadoop.mapreduce.Reducer; import org.apache.hadoop.util.Tool; import com.vertica.hadoop.VerticaConfiguration; import com.vertica.hadoop.VerticaInputFormat; import com.vertica.hadoop.VerticaOutputFormat; import com.vertica.hadoop.VerticaRecord; public class TestExample extends VerticaTestCase implements Tool { public TestExample(String name) { super(name); } public static class Map extends Mapper<LongWritable, VerticaRecord, Text, DoubleWritable> { public void map(LongWritable key, VerticaRecord value, Context context) throws IOException, InterruptedException { context.write(new Text((String) value.get(1)), new DoubleWritable( (Long) value.get(0))); } } public static class Reduce extends Reducer<Text, DoubleWritable, Text, VerticaRecord> { VerticaRecord record = null; public void setup(Context context) throws IOException, InterruptedException { super.setup(context); try { record = new VerticaRecord(context.getConfiguration()); } catch (Exception e) { throw new IOException(e); } } protected void reduce(Text key, Iterable<DoubleWritable> values, Context context) throws IOException, InterruptedException { if (record == null) { throw new IOException("No output record found"); } record.set(0, 125); record.set(1, true); record.set(2, 'c'); record.set(3, new java.sql.Date(Calendar.getInstance().getTimeInMillis())); record.set(4, 234.526); record.set(5, new java.sql.Timestamp(Calendar.getInstance().getTimeInMillis())); record.set(6, "foobar string"); record.set(7, new byte[10]); context.write(new Text("mrtarget"), record); } } public Job getJob() throws IOException { Configuration conf = new Configuration(true); Job job = new Job(conf); conf = job.getConfiguration(); conf.set("mapreduce.job.tracker", "local"); job.setJarByClass(TestExample.class); job.setJobName("vertica test"); job.setOutputKeyClass(Text.class); job.setOutputValueClass(VerticaRecord.class); job.setInputFormatClass(VerticaInputFormat.class); job.setOutputFormatClass(VerticaOutputFormat.class); job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(DoubleWritable.class); job.setMapperClass(Map.class); job.setReducerClass(Reduce.class); VerticaOutputFormat.setOutput(job, "mrtarget", true, "a int", "b boolean", "c char(1)", "d date", "f float", "t timestamp", "v varchar", "z varbinary"); VerticaConfiguration.configureVertica(conf, new String[] { AllTests.getHostname() }, AllTests.getDatabase(), AllTests.getPort(), AllTests.getUsername(), AllTests.getPassword()); return job; } @SuppressWarnings("serial") public void testExample() throws Exception { if(!AllTests.isSetup()) { return; } Job job = getJob(); VerticaInputFormat.setInput(job, "select key, varcharcol from allTypes"); job.waitForCompletion(true); job = getJob(); VerticaInputFormat.setInput(job, "select key,varcharcol from allTypes where key = ?", "select distinct key from allTypes"); job.waitForCompletion(true); job = getJob(); Collection<List<Object>> params = new HashSet<List<Object>>() { }; List<Object> param = new ArrayList<Object>(); param.add(new Integer(0)); params.add(param); VerticaInputFormat.setInput(job, "select key,varcharcol from allTypes where key = ?", params); job.waitForCompletion(true); job = getJob(); VerticaInputFormat.setInput(job, "select key,varcharcol from allTypes where key = ?", "0", "1", "2"); job.waitForCompletion(true); VerticaOutputFormat.optimize(job.getConfiguration()); } @Override public int run(String[] arg0) throws Exception { // TODO Auto-generated method stub return 0; } @Override public Configuration getConf() { // TODO Auto-generated method stub return null; } @Override public void setConf(Configuration arg0) { // TODO Auto-generated method stub } }