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MAPREDUCE-674. Sqoop should allow a "where" clause to avoid having to export entire tables. Contributed by Kevin Weil.
From: Thomas White <tomwhite@apache.org> git-svn-id: https://svn.apache.org/repos/asf/incubator/sqoop/trunk@1149813 13f79535-47bb-0310-9956-ffa450edef68
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@ -88,6 +88,7 @@ public enum FileLayout {
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private ControlAction action;
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private String hadoopHome;
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private String orderByCol;
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private String whereClause;
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private String debugSqlCmd;
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private String driverClassName;
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private String warehouseDir;
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@ -137,6 +138,7 @@ private void loadFromProperties() {
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this.tableName = props.getProperty("db.table", this.tableName);
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this.connectString = props.getProperty("db.connect.url", this.connectString);
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this.orderByCol = props.getProperty("db.sort.column", this.orderByCol);
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this.whereClause = props.getProperty("db.where.clause", this.whereClause);
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this.driverClassName = props.getProperty("jdbc.driver", this.driverClassName);
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this.warehouseDir = props.getProperty("hdfs.warehouse.dir", this.warehouseDir);
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this.hiveHome = props.getProperty("hive.home", this.hiveHome);
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@ -213,6 +215,7 @@ public static void printUsage() {
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System.out.println("--table (tablename) Table to read");
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System.out.println("--columns (col,col,col...) Columns to export from table");
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System.out.println("--order-by (column-name) Column of the table used to order results");
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System.out.println("--where (where clause) Where clause to use during export");
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System.out.println("--hadoop-home (dir) Override $HADOOP_HOME");
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System.out.println("--hive-home (dir) Override $HIVE_HOME");
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System.out.println("--warehouse-dir (dir) HDFS path for table destination");
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@ -260,6 +263,8 @@ public void parse(String [] args) throws InvalidOptionsException {
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this.columns = columnString.split(",");
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} else if (args[i].equals("--order-by")) {
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this.orderByCol = args[++i];
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} else if (args[i].equals("--where")) {
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this.whereClause = args[++i];
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} else if (args[i].equals("--list-tables")) {
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this.action = ControlAction.ListTables;
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} else if (args[i].equals("--all-tables")) {
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@ -364,6 +369,10 @@ public String[] getColumns() {
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public String getOrderByCol() {
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return orderByCol;
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}
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public String getWhereClause() {
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return whereClause;
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}
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public ControlAction getAction() {
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return action;
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@ -20,24 +20,17 @@
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import java.io.BufferedReader;
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import java.io.BufferedWriter;
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import java.io.File;
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import java.io.FileInputStream;
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import java.io.IOException;
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import java.io.InputStream;
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import java.io.InputStreamReader;
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import java.io.OutputStream;
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import java.io.OutputStreamWriter;
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import java.io.Reader;
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import java.io.Writer;
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import java.net.MalformedURLException;
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import java.net.URL;
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import java.sql.ResultSet;
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import java.sql.SQLException;
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import java.util.ArrayList;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.fs.Path;
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@ -128,6 +121,14 @@ public void importTable(String tableName, String jarFile, Configuration conf)
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// TODO(aaron): This is really insecure.
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args.add("--password=" + password);
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}
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String whereClause = options.getWhereClause();
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if (null != whereClause) {
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// Don't use the --where="<whereClause>" version because spaces in it can confuse
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// Java, and adding in surrounding quotes confuses Java as well.
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args.add("-w");
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args.add(whereClause);
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}
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args.add("--quick"); // no buffering
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// TODO(aaron): Add a flag to allow --lock-tables instead for MyISAM data
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@ -135,7 +136,7 @@ public void importTable(String tableName, String jarFile, Configuration conf)
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args.add(databaseName);
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args.add(tableName);
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Process p = null;
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try {
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// begin the import in an external process.
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@ -143,9 +144,9 @@ public void importTable(String tableName, String jarFile, Configuration conf)
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for (String arg : args) {
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LOG.debug(" " + arg);
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}
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p = Runtime.getRuntime().exec(args.toArray(new String[0]));
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// read from the pipe, into HDFS.
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InputStream is = p.getInputStream();
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OutputStream os = null;
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@ -128,11 +128,14 @@ public void runImport(String tableName, String ormJarFile, String orderByCol,
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if (null == colNames) {
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colNames = mgr.getColumnNames(tableName);
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}
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// It's ok if the where clause is null in DBInputFormat.setInput.
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String whereClause = options.getWhereClause();
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// We can't set the class properly in here, because we may not have the
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// jar loaded in this JVM. So we start by calling setInput() with DBWritable,
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// and then overriding the string manually.
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DBInputFormat.setInput(job, DBWritable.class, tableName, null,
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DBInputFormat.setInput(job, DBWritable.class, tableName, whereClause,
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orderByCol, colNames);
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job.set(DBConfiguration.INPUT_CLASS_PROPERTY, tableClassName);
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@ -46,6 +46,7 @@ public static Test suite() {
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suite.addTestSuite(TestColumnTypes.class);
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suite.addTestSuite(TestMultiCols.class);
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suite.addTestSuite(TestOrderBy.class);
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suite.addTestSuite(TestWhere.class);
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suite.addTestSuite(LocalMySQLTest.class);
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suite.addTestSuite(TestHiveImport.class);
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170
src/test/org/apache/hadoop/sqoop/TestWhere.java
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170
src/test/org/apache/hadoop/sqoop/TestWhere.java
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@ -0,0 +1,170 @@
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/**
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hadoop.sqoop;
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import java.io.IOException;
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import java.util.ArrayList;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.io.IOUtils;
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import org.apache.hadoop.io.SequenceFile;
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import org.apache.hadoop.util.ReflectionUtils;
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import org.apache.hadoop.sqoop.ImportOptions.InvalidOptionsException;
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import org.apache.hadoop.sqoop.orm.CompilationManager;
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import org.apache.hadoop.sqoop.testutil.HsqldbTestServer;
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import org.apache.hadoop.sqoop.testutil.ImportJobTestCase;
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import org.apache.hadoop.sqoop.testutil.SeqFileReader;
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import org.apache.hadoop.sqoop.util.ClassLoaderStack;
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/**
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* Test that --where works in Sqoop.
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* Methods essentially copied out of the other Test* classes.
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* TODO(kevin or aaron): Factor out these common test methods
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* so that every new Test* class doesn't need to copy the code.
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*
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*
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*/
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public class TestWhere extends ImportJobTestCase {
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/**
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* Create the argv to pass to Sqoop
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* @return the argv as an array of strings.
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*/
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private String [] getArgv(boolean includeHadoopFlags, String [] colNames, String whereClause) {
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String columnsString = "";
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for (String col : colNames) {
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columnsString += col + ",";
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}
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ArrayList<String> args = new ArrayList<String>();
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if (includeHadoopFlags) {
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args.add("-D");
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args.add("mapred.job.tracker=local");
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args.add("-D");
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args.add("mapred.map.tasks=1");
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args.add("-D");
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args.add("fs.default.name=file:///");
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}
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args.add("--table");
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args.add(HsqldbTestServer.getTableName());
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args.add("--columns");
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args.add(columnsString);
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args.add("--where");
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args.add(whereClause);
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args.add("--order-by");
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args.add("INTFIELD1");
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args.add("--warehouse-dir");
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args.add(getWarehouseDir());
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args.add("--connect");
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args.add(HsqldbTestServer.getUrl());
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args.add("--as-sequencefile");
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return args.toArray(new String[0]);
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}
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// this test just uses the two int table.
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protected String getTableName() {
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return HsqldbTestServer.getTableName();
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}
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/**
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* Given a comma-delimited list of integers, grab and parse the first int
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* @param str a comma-delimited list of values, the first of which is an int.
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* @return the first field in the string, cast to int
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*/
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private int getFirstInt(String str) {
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String [] parts = str.split(",");
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return Integer.parseInt(parts[0]);
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}
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public void runWhereTest(String whereClause, String firstValStr, int numExpectedResults, int expectedSum)
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throws IOException {
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String [] columns = HsqldbTestServer.getFieldNames();
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ClassLoader prevClassLoader = null;
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SequenceFile.Reader reader = null;
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String [] argv = getArgv(true, columns, whereClause);
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runImport(argv);
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try {
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ImportOptions opts = new ImportOptions();
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opts.parse(getArgv(false, columns, whereClause));
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CompilationManager compileMgr = new CompilationManager(opts);
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String jarFileName = compileMgr.getJarFilename();
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prevClassLoader = ClassLoaderStack.addJarFile(jarFileName, getTableName());
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reader = SeqFileReader.getSeqFileReader(getDataFilePath().toString());
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// here we can actually instantiate (k, v) pairs.
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Configuration conf = new Configuration();
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Object key = ReflectionUtils.newInstance(reader.getKeyClass(), conf);
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Object val = ReflectionUtils.newInstance(reader.getValueClass(), conf);
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if (reader.next(key) == null) {
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fail("Empty SequenceFile during import");
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}
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// make sure that the value we think should be at the top, is.
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reader.getCurrentValue(val);
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assertEquals("Invalid ordering within sorted SeqFile", firstValStr, val.toString());
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// We know that these values are two ints separated by a ',' character.
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// Since this is all dynamic, though, we don't want to actually link against
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// the class and use its methods. So we just parse this back into int fields manually.
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// Sum them up and ensure that we get the expected total for the first column, to
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// verify that we got all the results from the db into the file.
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int curSum = getFirstInt(val.toString());
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int totalResults = 1;
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// now sum up everything else in the file.
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while (reader.next(key) != null) {
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reader.getCurrentValue(val);
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curSum += getFirstInt(val.toString());
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totalResults++;
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}
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assertEquals("Total sum of first db column mismatch", expectedSum, curSum);
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assertEquals("Incorrect number of results for query", numExpectedResults, totalResults);
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} catch (InvalidOptionsException ioe) {
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fail(ioe.toString());
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} finally {
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IOUtils.closeStream(reader);
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if (null != prevClassLoader) {
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ClassLoaderStack.setCurrentClassLoader(prevClassLoader);
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}
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}
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}
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public void testSingleClauseWhere() throws IOException {
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String whereClause = "INTFIELD2 > 4";
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runWhereTest(whereClause, "1,8", 2, 4);
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}
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public void testMultiClauseWhere() throws IOException {
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String whereClause = "INTFIELD1 > 4 AND INTFIELD2 < 3";
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runWhereTest(whereClause, "7,2", 1, 7);
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}
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}
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@ -201,6 +201,8 @@ private String getCurrentUser() {
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args.add("--local");
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args.add("--username");
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args.add(getCurrentUser());
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args.add("--where");
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args.add("id > 1");
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return args.toArray(new String[0]);
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}
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@ -226,7 +228,6 @@ public void testLocalBulkImport() {
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try {
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// Read through the file and make sure it's all there.
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r = new BufferedReader(new InputStreamReader(new FileInputStream(f)));
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assertEquals("1,'Aaron','2009-05-14',1e+06,'engineering'", r.readLine());
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assertEquals("2,'Bob','2009-04-20',400,'sales'", r.readLine());
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assertEquals("3,'Fred','2009-01-23',15,'marketing'", r.readLine());
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} catch (IOException ioe) {
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