/** * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You 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. */ package org.apache.mahout.cf.taste.impl.model.jdbc; import javax.sql.DataSource; import org.apache.mahout.cf.taste.common.TasteException; import org.apache.mahout.cf.taste.impl.common.jdbc.AbstractJDBCComponent; /** * <p> * See also {@link MySQLJDBCDataModel} -- same except deals with a table without preference info: * </p> * * <p> * * <pre> * CREATE TABLE taste_preferences ( * user_id BIGINT NOT NULL, * item_id BIGINT NOT NULL, * PRIMARY KEY (user_id, item_id), * INDEX (user_id), * INDEX (item_id) * ) * </pre> * * </p> */ public class MySQLBooleanPrefJDBCDataModel extends AbstractBooleanPrefJDBCDataModel { /** * <p> * Creates a using the default {@link javax.sql.DataSource} (named * {@link #DEFAULT_DATASOURCE_NAME} and default table/column names. * </p> * * @throws org.apache.mahout.cf.taste.common.TasteException * if {@link javax.sql.DataSource} can't be found */ public MySQLBooleanPrefJDBCDataModel() throws TasteException { this(DEFAULT_DATASOURCE_NAME); } /** * <p> * Creates a using the default {@link javax.sql.DataSource} found * under the given name, and using default table/column names. * </p> * * @param dataSourceName * name of {@link javax.sql.DataSource} to look up * @throws org.apache.mahout.cf.taste.common.TasteException * if {@link javax.sql.DataSource} can't be found */ public MySQLBooleanPrefJDBCDataModel(String dataSourceName) throws TasteException { this(AbstractJDBCComponent.lookupDataSource(dataSourceName), DEFAULT_PREFERENCE_TABLE, DEFAULT_USER_ID_COLUMN, DEFAULT_ITEM_ID_COLUMN, DEFAULT_PREFERENCE_TIME_COLUMN); } /** * <p> * Creates a using the given {@link javax.sql.DataSource} and default * table/column names. * </p> * * @param dataSource * {@link javax.sql.DataSource} to use */ public MySQLBooleanPrefJDBCDataModel(DataSource dataSource) { this(dataSource, DEFAULT_PREFERENCE_TABLE, DEFAULT_USER_ID_COLUMN, DEFAULT_ITEM_ID_COLUMN, DEFAULT_PREFERENCE_TIME_COLUMN); } /** * <p> * Creates a using the given {@link javax.sql.DataSource} and default * table/column names. * </p> * * @param dataSource * {@link javax.sql.DataSource} to use * @param preferenceTable * name of table containing preference data * @param userIDColumn * user ID column name * @param itemIDColumn * item ID column name * @param timestampColumn timestamp column name (may be null) */ public MySQLBooleanPrefJDBCDataModel(DataSource dataSource, String preferenceTable, String userIDColumn, String itemIDColumn, String timestampColumn) { super(dataSource, preferenceTable, userIDColumn, itemIDColumn, NO_SUCH_COLUMN, // getPreferenceSQL "SELECT 1 FROM " + preferenceTable + " WHERE " + userIDColumn + "=? AND " + itemIDColumn + "=?", // getPreferenceTimeSQL "SELECT " + timestampColumn + " FROM " + preferenceTable + " WHERE " + userIDColumn + "=? AND " + itemIDColumn + "=?", // getUserSQL "SELECT DISTINCT " + userIDColumn + ", " + itemIDColumn + " FROM " + preferenceTable + " WHERE " + userIDColumn + "=?", // getAllUsersSQL "SELECT DISTINCT " + userIDColumn + ", " + itemIDColumn + " FROM " + preferenceTable + " ORDER BY " + userIDColumn, // getNumItemsSQL "SELECT COUNT(DISTINCT " + itemIDColumn + ") FROM " + preferenceTable, // getNumUsersSQL "SELECT COUNT(DISTINCT " + userIDColumn + ") FROM " + preferenceTable, // setPreferenceSQL "INSERT IGNORE INTO " + preferenceTable + '(' + userIDColumn + ',' + itemIDColumn + ") VALUES (?,?)", // removePreference SQL "DELETE FROM " + preferenceTable + " WHERE " + userIDColumn + "=? AND " + itemIDColumn + "=?", // getUsersSQL "SELECT DISTINCT " + userIDColumn + " FROM " + preferenceTable + " ORDER BY " + userIDColumn, // getItemsSQL "SELECT DISTINCT " + itemIDColumn + " FROM " + preferenceTable + " ORDER BY " + itemIDColumn, // getPrefsForItemSQL "SELECT DISTINCT " + userIDColumn + ", " + itemIDColumn + " FROM " + preferenceTable + " WHERE " + itemIDColumn + "=? ORDER BY " + userIDColumn, // getNumPreferenceForItemSQL "SELECT COUNT(1) FROM " + preferenceTable + " WHERE " + itemIDColumn + "=?", // getNumPreferenceForItemsSQL "SELECT COUNT(1) FROM " + preferenceTable + " tp1 JOIN " + preferenceTable + " tp2 " + "USING (" + userIDColumn + ") WHERE tp1." + itemIDColumn + "=? and tp2." + itemIDColumn + "=?", // getMaxPreferenceSQL "SELECT 1.0", // getMinPreferenceSQL "SELECT 1.0"); } @Override protected int getFetchSize() { // Need to return this for MySQL Connector/J to make it use streaming mode return Integer.MIN_VALUE; } }