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package org.apache.apex.examples.FileToJdbcApp;
import java.util.List;
import org.apache.hadoop.conf.Configuration;
import com.google.common.collect.Lists;
import com.datatorrent.api.DAG;
import com.datatorrent.api.StreamingApplication;
import com.datatorrent.api.annotation.ApplicationAnnotation;
import com.datatorrent.contrib.parser.CsvParser;
import com.datatorrent.lib.appdata.schemas.SchemaUtils;
import com.datatorrent.lib.db.jdbc.JdbcFieldInfo;
import com.datatorrent.lib.db.jdbc.JdbcPOJOInsertOutputOperator;
import com.datatorrent.lib.db.jdbc.JdbcTransactionalStore;
import static java.sql.Types.INTEGER;
import static java.sql.Types.VARCHAR;
@ApplicationAnnotation(name = "FileToJdbcCsvParser")
public class FileToJdbcCsvParser implements StreamingApplication{
@Override
public void populateDAG(DAG dag, Configuration configuration) {
// create operators
FileReader fileReader = dag.addOperator("FileReader", FileReader.class);
CsvParser csvParser = dag.addOperator("CsvParser", CsvParser.class);
JdbcPOJOInsertOutputOperator jdbcOutputOperator = dag.addOperator("JdbcOutput", JdbcPOJOInsertOutputOperator.class);
// configure operators
String pojoSchema = SchemaUtils.jarResourceFileToString("schema.json");
csvParser.setSchema(pojoSchema);
jdbcOutputOperator.setFieldInfos(addFieldInfos());
JdbcTransactionalStore outputStore = new JdbcTransactionalStore();
jdbcOutputOperator.setStore(outputStore);
// add stream
dag.addStream("Bytes", fileReader.byteOutput, csvParser.in);
dag.addStream("POJOs", csvParser.out, jdbcOutputOperator.input);
}
/**
* This method can be modified to have field mappings based on used defined
* class
*/
private List<JdbcFieldInfo> addFieldInfos() {
List<JdbcFieldInfo> fieldInfos = Lists.newArrayList();
fieldInfos.add(new JdbcFieldInfo("ACCOUNT_NO", "accountNumber", JdbcFieldInfo.SupportType.INTEGER , INTEGER));
fieldInfos.add(new JdbcFieldInfo("NAME", "name", JdbcFieldInfo.SupportType.STRING, VARCHAR));
fieldInfos.add(new JdbcFieldInfo("AMOUNT", "amount", JdbcFieldInfo.SupportType.INTEGER, INTEGER));
return fieldInfos;
}
}