Package org.encog.neural.data.sql

Source Code of org.encog.neural.data.sql.TestSQLDataSet

/*
* Encog(tm) Core v3.3 - Java Version
* http://www.heatonresearch.com/encog/
* https://github.com/encog/encog-java-core
* Copyright 2008-2014 Heaton Research, Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
*     http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*  
* For more information on Heaton Research copyrights, licenses
* and trademarks visit:
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*/
package org.encog.neural.data.sql;

import java.sql.Connection;
import java.sql.Statement;

import junit.framework.TestCase;

import org.encog.ml.data.MLDataSet;
import org.encog.neural.networks.XOR;
import org.encog.platformspecific.j2se.data.SQLNeuralDataSet;
import org.encog.util.HSQLUtil;

public class TestSQLDataSet extends TestCase {
 
  public void testSQLDataSet() throws Exception
  {
    HSQLUtil.loadDriver();
    //DerbyUtil.cleanup();
    Connection conn = HSQLUtil.getConnection();
   
    conn.setAutoCommit(true);

    Statement s = conn.createStatement();

    // We create a table...
    StringBuilder sql = new StringBuilder();
    sql.append("CREATE TABLE \"XOR\" (");
    sql.append(" \"ID\" int GENERATED BY DEFAULT AS IDENTITY,");
    sql.append(" \"IN1\" int,");
    sql.append(" \"IN2\" int,");
    sql.append(" \"IDEAL1\" int");
    sql.append(" )");
    s.execute(sql.toString());
   
    s.execute("INSERT INTO xor(in1,in2,ideal1) VALUES(0,0,0)");
    s.execute("INSERT INTO xor(in1,in2,ideal1) VALUES(1,0,1)");
    s.execute("INSERT INTO xor(in1,in2,ideal1) VALUES(0,1,1)");
    s.execute("INSERT INTO xor(in1,in2,ideal1) VALUES(1,1,0)");
   
    SQLNeuralDataSet data = new SQLNeuralDataSet(
        "SELECT in1,in2,ideal1 FROM xor ORDER BY id",
        2,
        1,
        HSQLUtil.DRIVER,
        HSQLUtil.URL,
        HSQLUtil.UID,
        HSQLUtil.PWD);
   
    XOR.testXORDataSet((MLDataSet)data);
       
    HSQLUtil.shutdown();
    //DerbyUtil.cleanup();

  }
}
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