/** * Copyright (C) 2001-2017 by RapidMiner and the contributors * * Complete list of developers available at our web site: * * http://rapidminer.com * * This program is free software: you can redistribute it and/or modify it under the terms of the * GNU Affero General Public License as published by the Free Software Foundation, either version 3 * of the License, or (at your option) any later version. * * This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without * even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * Affero General Public License for more details. * * You should have received a copy of the GNU Affero General Public License along with this program. * If not, see http://www.gnu.org/licenses/. */ package com.rapidminer.example.table; import java.io.BufferedReader; import java.io.IOException; import java.sql.Clob; import java.sql.ResultSet; import java.sql.ResultSetMetaData; import java.sql.SQLException; import java.sql.Timestamp; import java.sql.Types; import com.rapidminer.example.Attribute; import com.rapidminer.tools.Ontology; /** * Reads datarows from a data base. * * @author Ingo Mierswa, Simon Fischer */ public class DatabaseDataRow extends DataRow { private static final long serialVersionUID = 4043965829002723585L; /** The result set which backs this data row. */ private transient ResultSet resultSet; /** The current row of the result set. Only used for checks */ private int row; /** The last attribute for which a query should be / was performed. */ private Attribute lastAttribute = null; /** * Creates a data row from the given result set. The current row of the result set if used as * data source. */ public DatabaseDataRow(ResultSet resultSet) throws SQLException { this.resultSet = resultSet; this.row = resultSet.getRow(); } /** Ensures that the current row is the current row of the result set. */ private void ensureRowCorrect() throws SQLException { if (row != resultSet.getRow()) { throw new RuntimeException("DatabaseDataRow: ResultSet was modified since creation of row!"); } } /** Returns the desired data for the given attribute. */ @Override public double get(Attribute attribute) { try { ensureRowCorrect(); } catch (SQLException e) { throw new RuntimeException("Cannot read data: " + e); } this.lastAttribute = attribute; double value = attribute.getValue(this); this.lastAttribute = null; return value; } /** Sets the given data for the given attribute. */ @Override public void set(Attribute attribute, double value) { try { ensureRowCorrect(); } catch (SQLException e) { throw new RuntimeException("Cannot update data: " + e, e); } this.lastAttribute = attribute; attribute.setValue(this, value); this.lastAttribute = null; } @Override protected double get(int index, double defaultValue) { if (lastAttribute == null) { throw new RuntimeException( "Cannot read data, please use get(Attribute) method instead of get(int, double) in DatabaseDataRow."); } else { try { return readColumn(this.resultSet, lastAttribute); } catch (SQLException e) { throw new RuntimeException("Cannot read data: " + e, e); } } } @Override protected synchronized void set(int index, double value, double defaultValue) { try { String name = this.lastAttribute.getName(); if (Double.isNaN(value)) { resultSet.updateNull(name); } else { if (this.lastAttribute.isNominal()) { resultSet.updateString(name, this.lastAttribute.getMapping().mapIndex((int) value)); } else { resultSet.updateDouble(name, value); } } resultSet.updateRow(); } catch (SQLException e) { throw new RuntimeException("Cannot update data: " + e, e); } } /** Does nothing. */ @Override protected void ensureNumberOfColumns(int numberOfColumns) {} @Override public String toString() { return "Database Data Row"; } /** Reads the data for the given attribute from the result set. */ public static double readColumn(ResultSet resultSet, Attribute attribute) throws SQLException { ResultSetMetaData metaData = resultSet.getMetaData(); String name = attribute.getName(); int valueType = attribute.getValueType(); double value; if (Ontology.ATTRIBUTE_VALUE_TYPE.isA(valueType, Ontology.DATE_TIME)) { Timestamp timestamp = resultSet.getTimestamp(name); if (resultSet.wasNull()) { value = Double.NaN; } else { value = timestamp.getTime(); } } else if (Ontology.ATTRIBUTE_VALUE_TYPE.isA(valueType, Ontology.NUMERICAL)) { value = resultSet.getDouble(name); if (resultSet.wasNull()) { value = Double.NaN; } } else { if (Ontology.ATTRIBUTE_VALUE_TYPE.isA(valueType, Ontology.NOMINAL)) { String valueString = null; int tableIndex = attribute.getTableIndex() + 1; if (metaData.getColumnType(tableIndex) == Types.CLOB) { Clob clob = resultSet.getClob(name); if (clob != null) { BufferedReader in = null; try { in = new BufferedReader(clob.getCharacterStream()); String line = null; try { StringBuffer buffer = new StringBuffer(); while ((line = in.readLine()) != null) { buffer.append(line + "\n"); } valueString = buffer.toString(); } catch (IOException e) { value = Double.NaN; } } finally { if (in != null) { try { in.close(); } catch (IOException e) { } } } } else { valueString = null; } } else { valueString = resultSet.getString(name); } if (resultSet.wasNull() || valueString == null) { value = Double.NaN; } else { value = attribute.getMapping().mapString(valueString); } } else { value = Double.NaN; } } return value; } @Override public int getType() { return DataRowFactory.TYPE_SPECIAL; } }