Package com.sleepycat.je.recovery

Source Code of com.sleepycat.je.recovery.RecoveryTestBase

/*-
* See the file LICENSE for redistribution information.
*
* Copyright (c) 2002-2005
*      Sleepycat Software.  All rights reserved.
*
* $Id: RecoveryTestBase.java,v 1.106 2005/09/21 18:48:27 linda Exp $
*/

package com.sleepycat.je.recovery;

import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Comparator;
import java.util.HashMap;
import java.util.HashSet;
import java.util.Hashtable;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;

import junit.framework.TestCase;

import com.sleepycat.je.CheckpointConfig;
import com.sleepycat.je.Cursor;
import com.sleepycat.je.Database;
import com.sleepycat.je.DatabaseConfig;
import com.sleepycat.je.DatabaseEntry;
import com.sleepycat.je.DatabaseException;
import com.sleepycat.je.DbInternal;
import com.sleepycat.je.Environment;
import com.sleepycat.je.EnvironmentConfig;
import com.sleepycat.je.LockMode;
import com.sleepycat.je.OperationStatus;
import com.sleepycat.je.Transaction;
import com.sleepycat.je.XAEnvironment;
import com.sleepycat.je.config.EnvironmentParams;
import com.sleepycat.je.dbi.EnvironmentImpl;
import com.sleepycat.je.log.FileManager;
import com.sleepycat.je.tree.Key;
import com.sleepycat.je.util.TestUtils;

public class RecoveryTestBase extends TestCase {
    private static final boolean DEBUG = false;

    protected static final int NUM_RECS = 257;
    protected static final int N_DUPLICATES_PER_KEY = 28;
    protected static final int NUM_DBS = 3;
       
    protected static final String DB_NAME = "testDb";

    protected File envHome;
    protected Environment env;
    protected Database[] dbs;
    protected EnvironmentConfig envConfig;
    protected CheckpointConfig forceConfig;
    protected Comparator btreeComparisonFunction = null;
   
    public RecoveryTestBase() {
  init();
    }

    public RecoveryTestBase(boolean reduceMemory) {
  init();
  envConfig.setConfigParam(EnvironmentParams.MAX_MEMORY.getName(),
         new Long(1 << 24).toString());
    }

    private void init() {
        envHome = new File(System.getProperty(TestUtils.DEST_DIR));
        Key.DUMP_BINARY = true;
        envConfig = TestUtils.initEnvConfig();
        forceConfig = new CheckpointConfig();
        forceConfig.setForce(true);
    }

    public void setUp()
        throws IOException, DatabaseException {

        TestUtils.removeFiles("Setup", envHome, FileManager.JE_SUFFIX);
    }
   
    public void tearDown()
  throws IOException, DatabaseException {

        if (env != null) {
            try {
                env.close();
            } catch (DatabaseException E) {
            }
        }
  env = null;
  dbs = null;
  envConfig = null;
  forceConfig = null;
        /*        TestUtils.removeFiles("TearDown", envHome,
                              FileManager.JE_SUFFIX, true);
        */
    }

    /**
     * Make an environment and databases, commit the db creation by default.
     * Running with or without the checkpoint daemon changes how recovery is
     * exercised.
     */
    protected void createEnv(int fileSize, boolean runCheckpointDaemon)
        throws DatabaseException {

  createEnvInternal(fileSize, runCheckpointDaemon, false);
    }

    protected void createXAEnv(int fileSize, boolean runCheckpointDaemon)
        throws DatabaseException {

  createEnvInternal(fileSize, runCheckpointDaemon, true);
    }

    private void createEnvInternal(int fileSize,
           boolean runCheckpointDaemon,
           boolean createXAEnv)
        throws DatabaseException {

        /* Make an environment and open it. */
  DbInternal.disableParameterValidation(envConfig);
        envConfig.setTransactional(true);
        envConfig.setAllowCreate(true);
        envConfig.setTxnNoSync(Boolean.getBoolean(TestUtils.NO_SYNC));
        envConfig.
      setConfigParam(EnvironmentParams.LOG_FILE_MAX.getName(),
         Integer.toString(fileSize));
        envConfig.setConfigParam(EnvironmentParams.ENV_CHECK_LEAKS.getName(),
         "false");
        envConfig.setConfigParam(EnvironmentParams.NODE_MAX.getName(), "6");
  envConfig.setConfigParam(EnvironmentParams.ENV_RUN_CLEANER.getName(),
         "false");
  envConfig.setConfigParam(EnvironmentParams.ENV_RUN_EVICTOR.getName(),
         "false");

        if (!runCheckpointDaemon) {
            envConfig.setConfigParam
    (EnvironmentParams.ENV_RUN_CHECKPOINTER.getName(), "false");
        }
        setExtraProperties();
  if (createXAEnv) {
      env = new XAEnvironment(envHome, envConfig);
  } else {
      env = new Environment(envHome, envConfig);
  }
    }

    /*
     * Overriden by using class.
     */
    protected void setExtraProperties()
        throws DatabaseException {

    }

    /**
     * Make an environment and databases, commit the db creation by default.
     */
    protected void createDbs(Transaction txn, int numDbs)
        throws DatabaseException {

        /* Make a db and open it. */
        dbs = new Database[numDbs];

        DatabaseConfig dbConfig = new DatabaseConfig();
  if (btreeComparisonFunction != null) {
      dbConfig.setBtreeComparator(btreeComparisonFunction.getClass());
  }
        dbConfig.setTransactional(true);
        dbConfig.setAllowCreate(true);
        dbConfig.setSortedDuplicates(true);
        for (int i = 0; i < numDbs; i++) {
            dbs[i] = env.openDatabase(txn, DB_NAME + i, dbConfig);
        }
    }

    /**
     * Make an environment and databases.
     */
    protected void createEnvAndDbs(int fileSize,
                                   boolean runCheckpointerDaemon,
                                   int numDbs)
        throws DatabaseException {

  createEnvAndDbsInternal(fileSize, runCheckpointerDaemon,
        numDbs, false);
    }

    protected void createXAEnvAndDbs(int fileSize,
             boolean runCheckpointerDaemon,
             int numDbs)
        throws DatabaseException {

  createEnvAndDbsInternal(fileSize, runCheckpointerDaemon,
        numDbs, true);
    }

    protected void createEnvAndDbsInternal(int fileSize,
             boolean runCheckpointerDaemon,
             int numDbs,
             boolean createXAEnv)
        throws DatabaseException {

        createEnvInternal(fileSize, runCheckpointerDaemon, createXAEnv);
        Transaction txn = env.beginTransaction(null, null);
        createDbs(txn, numDbs);
        txn.commit();
    }

    /**
     * Throw away the environment so the next open will cause a recovery.
     */
    protected void closeEnv()
        throws DatabaseException {

        TestUtils.validateNodeMemUsage(DbInternal.envGetEnvironmentImpl(env),
                                      false);

        /* Close the environment. */
        if (dbs != null) {
            for (int i = 0; i < dbs.length; i++) {
                if (dbs[i] != null) {
                    dbs[i].close();
                }
            }
        }
  forceCloseEnvOnly();
    }

    /* Force the environment to be closed even if with outstanding handles.*/
    protected void forceCloseEnvOnly()
  throws DatabaseException {

  /* Close w/out checkpointing, in order to exercise recovery better.*/
  DbInternal.envGetEnvironmentImpl(env).close(false);
  env = null;
    }

    /*
     * Recover the databases and check the data. Return a list of the
     * RecoveryInfos generated by each recovery.
     */
    protected List recoverAndVerify(Hashtable expectedData, int numDbs)
        throws DatabaseException {

  return recoverAndVerifyInternal(expectedData, numDbs,
                                        false,  // XA
                                        false); // readOnly
    }

    protected List recoverROAndVerify(Hashtable expectedData, int numDbs)
        throws DatabaseException {

  return recoverAndVerifyInternal(expectedData, numDbs,
                                        false,  // XA
                                        true)// readOnly
    }

    /*
     * Recover the databases and check the data. Return a list of the
     * RecoveryInfos generated by each recovery.
     */
    protected List xaRecoverAndVerify(Hashtable expectedData, int numDbs)
        throws DatabaseException {

  return recoverAndVerifyInternal(expectedData, numDbs,
                      true,   // XA
          false); // readOnly
    }

    private List recoverAndVerifyInternal(Hashtable expectedData,
            int numDbs,
            boolean createXAEnv,
                                          boolean readOnlyMode)
        throws DatabaseException {

  List infoList = recoverOnlyInternal(numDbs, createXAEnv, readOnlyMode);
        verifyData(expectedData, numDbs);
  TestUtils.validateNodeMemUsage(DbInternal.envGetEnvironmentImpl(env),
                                      false)
        /* Run verify again. */
        DbInternal.envGetEnvironmentImpl(env).close(false);
        env = new Environment(envHome, getRecoveryConfig(readOnlyMode));
        EnvironmentImpl envImpl =
      DbInternal.envGetEnvironmentImpl(env);
        infoList.add(envImpl.getLastRecoveryInfo());
        verifyData(expectedData, numDbs);
        TestUtils.validateNodeMemUsage(envImpl, false);
        env.close();
  return infoList;
    }

    private EnvironmentConfig getRecoveryConfig(boolean readOnlyMode) {
        EnvironmentConfig recoveryConfig = TestUtils.initEnvConfig();
        recoveryConfig.setConfigParam
            (EnvironmentParams.NODE_MAX.getName(), "6");
  recoveryConfig.setConfigParam(EnvironmentParams.MAX_MEMORY.getName(),
              new Long(1 << 24).toString());
        recoveryConfig.setReadOnly(readOnlyMode);

        /*
         * Don't run checkLeaks, because verify is running while the system is
         * not quiescent. The other daemons are running.
         */
        recoveryConfig.setConfigParam
      (EnvironmentParams.ENV_CHECK_LEAKS.getName(), "false");
  recoveryConfig.setConfigParam
      (EnvironmentParams.ENV_RUN_CLEANER.getName(), "false");
  recoveryConfig.setConfigParam
      (EnvironmentParams.ENV_RUN_EVICTOR.getName(), "false");

        if (DEBUG) {
            recoveryConfig.setConfigParam
                (EnvironmentParams.JE_LOGGING_FILE.getName(), "true");
            recoveryConfig.setConfigParam
                (EnvironmentParams.JE_LOGGING_LEVEL.getName(), "FINE");
        }

  recoveryConfig.setTransactional(true);
  return recoveryConfig;
    }

    protected List recoverOnly(int numDbs)
  throws DatabaseException {

  return recoverOnlyInternal(numDbs,
                                   false,   // XA
                                   false)// read only
    }

    protected List xaRecoverOnly(int numDbs)
  throws DatabaseException {

  return recoverOnlyInternal(numDbs,
                                   true,   // XA
                                   false); // read only
    }

    private List recoverOnlyInternal(int numDbs,
                                     boolean createXAEnv,
                                     boolean readOnlyMode)
  throws DatabaseException {

        List infoList = new ArrayList();

        /* Open it again, which will run recovery. */
  if (createXAEnv) {
      env = new XAEnvironment(envHome, getRecoveryConfig(readOnlyMode));
  } else {
      env = new Environment(envHome, getRecoveryConfig(readOnlyMode));
  }
        TestUtils.validateNodeMemUsage(DbInternal.envGetEnvironmentImpl(env),
                                      false);

        infoList.add
            (DbInternal.envGetEnvironmentImpl(env).getLastRecoveryInfo());
       
        return infoList;
    }

    /**
     * Compare the data in the databases agains the data in the expected data
     * set.
     */
    protected void verifyData(Hashtable expectedData, int numDbs)
        throws DatabaseException  {

        verifyData(expectedData, true, numDbs);
    }

    /**
     * Compare the data in the databases against the data in the expected data
     * set.
     */
    protected void verifyData(Hashtable expectedData,
                              boolean checkInList,
                              int numDbs)
        throws DatabaseException  {

  verifyData(expectedData, checkInList, 0, numDbs);
    }

    protected void verifyData(Hashtable expectedData,
                              boolean checkInList,
            int startDb,
                              int endDb)
        throws DatabaseException  {

        /* Run verify. */
        if (checkInList) {
            assertTrue(env.verify(null, System.err));
        } else {
            assertTrue(env.verify(null, System.err));
        }

        /*
         * Get a deep copy of expected data (cloning the data sets, not the
         * items within dataSet, since verifyData will remove items, and we
         * need to keep the expectedData set intact because we call verify
         * repeatedly.
         */
        Map useData = new Hashtable();
        Iterator iter = expectedData.entrySet().iterator();
        while (iter.hasNext()) {
            Map.Entry entry = (Map.Entry) iter.next();
            useData.put(entry.getKey(), ((HashSet) entry.getValue()).clone());
        }

        /* Generate an expected count map. */
        Map countMap = generateCountMap(expectedData);

        /* Check each db in turn. */
        DatabaseConfig dbConfig = new DatabaseConfig();
  if (btreeComparisonFunction != null) {
      dbConfig.setBtreeComparator(btreeComparisonFunction.getClass());
  }
        dbConfig.setTransactional(env.getConfig().getTransactional());
        dbConfig.setSortedDuplicates(true);
        dbConfig.setReadOnly(true);
        for (int d = startDb; d < endDb; d++) {
            Database checkDb = env.openDatabase(null, DB_NAME + d,
            dbConfig);
            Cursor myCursor = checkDb.openCursor(null, null);
            DatabaseEntry key = new DatabaseEntry();
            DatabaseEntry data = new DatabaseEntry();
            OperationStatus status =
    myCursor.getFirst(key, data, LockMode.DEFAULT);
            DbInternal.envGetEnvironmentImpl(env).verifyCursors();
            int numSeen = 0;

            while (status == OperationStatus.SUCCESS) {

                /* The key should have been in the expected data set. */
                removeExpectedData(useData, d, key, data, true);

                /* The count should be right. */
                int count = myCursor.count();
                assertEquals("Count not right for key " +
                             TestUtils.dumpByteArray(key.getData()),
                             getExpectedCount(countMap, d, key), count);
               
                status = myCursor.getNext(key, data, LockMode.DEFAULT);
                numSeen++;
            }

            myCursor.close();

            /* Should be nothing left in the expected data map. */
            if (DEBUG) {
                System.out.println("Finished db" + d + " numSeen=" +numSeen);
                dumpExpected(useData);
            }
            checkDb.close();
        }

        assertEquals(0, useData.size());
    }

    /**
     * Process the expected data map to generate expected counts. For each
     * database, make a map of key value to count.
     */
    private Map generateCountMap(Map expectedData) {

        Map countMap = new HashMap();

        Iterator iter = expectedData.values().iterator();
        while (iter.hasNext()) {
            Set dataSet = (Set) iter.next();
            Iterator dataIter = dataSet.iterator();
            while (dataIter.hasNext()) {
                TestData t = (TestData) dataIter.next();
                TestData countKey = new TestData(t.dbNum, t.key);
                Integer count = (Integer) countMap.get(countKey);
                if (count == null) {
                    countMap.put(countKey, new Integer(1));
                } else {
                    countMap.put(countKey, new Integer(count.intValue()+1));
                }
            }
        }
        return countMap;
    }

    /**
     * @return the expected count value for a given key in a given db.
     */
    private int getExpectedCount(Map countMap,
         int whichDb,
         DatabaseEntry key) {
        return ((Integer)
                countMap.get(new TestData(whichDb, key.getData()))).intValue();
    }
   
    /**
     * Insert data over many databases.
     */
    protected void insertData(Transaction txn,
                              int startVal,
                              int endVal,
                              Map expectedData,
                              int nDuplicatesPerKey,
                              boolean addToExpectedData,
                              int numDbs)
        throws DatabaseException {

        insertData(txn, startVal, endVal, expectedData,
                   nDuplicatesPerKey, false, addToExpectedData,
                   0, numDbs);
    }

    protected void insertData(Transaction txn,
                              int startVal,
                              int endVal,
                              Map expectedData,
                              int nDuplicatesPerKey,
                              boolean addToExpectedData,
                              int startDb,
            int endDb)
        throws DatabaseException {

        insertData(txn, startVal, endVal, expectedData,
                   nDuplicatesPerKey, false, addToExpectedData,
                   startDb, endDb);
    }

    /**
     * Insert data over many databases.
     *
     * @param toggle if true, insert every other value.
     */
    protected void insertData(Transaction txn,
                              int startVal,
                              int endVal,
                              Map expectedData,
                              int nDuplicatesPerKey,
                              boolean toggle,
                              boolean addToExpectedData,
                              int numDbs)
        throws DatabaseException {

  insertData(txn, startVal, endVal, expectedData, nDuplicatesPerKey,
       toggle, addToExpectedData, 0, numDbs);
    }

    /**
     * Insert data over many databases.
     *
     * @param toggle if true, insert every other value.
     */
    protected void insertData(Transaction txn,
                              int startVal,
                              int endVal,
                              Map expectedData,
                              int nDuplicatesPerKey,
                              boolean toggle,
                              boolean addToExpectedData,
                              int startDb,
            int endDb)
        throws DatabaseException {

        Cursor[] cursors = getCursors(txn, startDb, endDb);

        /* Make sure this test inserts something! */
        assertTrue(endVal - startVal > -1);

        /* Are we inserting in an ascending or descending way? */
        int incVal = (toggle) ? 2 : 1;
        if (startVal < endVal) {
            for (int i = startVal; i <= endVal; i += incVal) {
                insertOneRecord(cursors, i, expectedData,
                                nDuplicatesPerKey, addToExpectedData);
            }
        } else {
            for (int i = startVal; i >= endVal; i -= incVal) {
                insertOneRecord(cursors, i, expectedData,
                                nDuplicatesPerKey, addToExpectedData);
            }
        }

        for (int i = 0; i < cursors.length; i++) {
            cursors[i].close();
        }
    }

    /**
     * Add to the set of expected results. ExpectedData is keyed by a TestData
     * object that wraps db number and key, and points to sets of TestData
     * objects that wrap db number, key, and data.
     */
    protected void addExpectedData(Map expectedData,
           int dbNum,
           DatabaseEntry key,
           DatabaseEntry data,
           boolean expectCommit) {
        if (expectCommit) {
            TestData keyTestData = new TestData(dbNum, key, null);
            Set dataSet = (Set) expectedData.get(keyTestData);
            if (dataSet == null) {
                dataSet = new HashSet();
                expectedData.put(keyTestData, dataSet);
            }

            dataSet.add(new TestData(dbNum, key, data));
        }
    }

    /**
     * Remove from the set of expected results.
     */
    private void removeExpectedData(Map expectedData,
            int dbNum,
            DatabaseEntry key,
                                    DatabaseEntry data,
            boolean expectCommit) {
        if (expectCommit) {
            TestData keyTestData = new TestData(dbNum, key, null);
            Set dataSet = (Set) expectedData.get(keyTestData);
            assertTrue("Should be a data set for " + keyTestData,
                       (dataSet != null));
            assertTrue("Should be able to remove key " + key +
                       " from expected data ",
                       dataSet.remove(new TestData(dbNum, key, data)));
            if (dataSet.size() == 0) {
                expectedData.remove(keyTestData);
            }
        }
    }

    /**
     * @return a set of cursors for the test databases.
     */
    private Cursor[] getCursors(Transaction txn, int startDb, int endDb)
        throws DatabaseException {

        Cursor[] cursors = new Cursor[endDb - startDb];
        for (int i = 0; i < cursors.length; i++) {
            cursors[i] = dbs[startDb + i].openCursor(txn, null);
        }
        return cursors;
    }

    /**
     * Insert the given record into all databases.
     */
    private void insertOneRecord(Cursor[] cursors,
                                 int val,
                                 Map expectedData,
                                 int nDuplicatesPerKey,
                                 boolean expectCommit)
        throws DatabaseException {

        DatabaseEntry key = new DatabaseEntry();
        DatabaseEntry data = new DatabaseEntry();

        for (int c = 0; c < cursors.length; c++) {

            int testVal = val + c;
            byte[] keyData = TestUtils.getTestArray(testVal);
            byte[] dataData = TestUtils.byteArrayCopy(keyData);
            key.setData(keyData);
            for (int d = 0; d < nDuplicatesPerKey; d++) {
                dataData = TestUtils.byteArrayCopy(dataData);
                dataData[1]++;
                data.setData(dataData);

                assertEquals("Insertion of key " +
                             TestUtils.dumpByteArray(keyData),
                             OperationStatus.SUCCESS,
           cursors[c].putNoDupData(key, data));

                addExpectedData(expectedData, c, key, data, expectCommit);
            }
        }
    }
   
    /**
     * Delete either every other or all data.
     */
    protected void deleteData(Transaction txn, Map expectedData,
                              boolean all, boolean expectCommit, int numDbs)
        throws DatabaseException {

        Cursor[] cursors = getCursors(txn, 0, numDbs);
        DatabaseEntry key = new DatabaseEntry();
        DatabaseEntry data = new DatabaseEntry();

        for (int d = 0; d < cursors.length; d++) {
            OperationStatus status =
    cursors[d].getFirst(key, data, LockMode.DEFAULT);
            boolean toggle = true;
            int deleteCount = 0;
            while (status == OperationStatus.SUCCESS) {
                if (toggle) {
                    removeExpectedData(expectedData, d, key, data,
                                       expectCommit);
                    assertEquals(OperationStatus.SUCCESS, cursors[d].delete());
                    deleteCount++;
                    toggle = all;
                } else {
                    toggle = true;
                }
                status = cursors[d].getNext(key, data, LockMode.DEFAULT);
            }
            /* Make sure the test deletes something! */
            assertTrue(deleteCount > 0);
        }

        for (int i = 0; i < cursors.length; i++) {
            cursors[i].close();
        }
    }

    /**
     * Modify data
     * @param txn owning txn
     * @param endVal end point of the modification range
     * @param expectedData store of expected values for verification at end
     * @param increment used to modify the data.
     * @param expectCommit if true, reflect change in expected map. Sometimes
     *         we don't want to do this because we plan to make the txn abort.
     */
    protected void modifyData(Transaction txn, int endVal,
                              Map expectedData, int increment,
                              boolean expectCommit, int numDbs)
        throws DatabaseException {

        Cursor[] cursors = getCursors(txn, 0, numDbs);
        DatabaseEntry key = new DatabaseEntry();
        DatabaseEntry data = new DatabaseEntry();

        for (int d = 0; d < cursors.length; d++) {

            /* Position cursor at the start value. */
            OperationStatus status =
    cursors[d].getFirst(key, data, LockMode.DEFAULT);

            /* For each record within the range, change the data. */
            int modCount = 0;
            int keyVal = TestUtils.getTestVal(key.getData());
            while ((status == OperationStatus.SUCCESS) && (keyVal <= endVal)) {

                /* Change the data. */
                removeExpectedData(expectedData, d, key, data, expectCommit);
                data.setData(TestUtils.getTestArray(keyVal + increment));
                cursors[d].delete();
                cursors[d].put(key, data);
                addExpectedData(expectedData, d, key, data, expectCommit);
                modCount++;

                status = cursors[d].getNext(key, data, LockMode.DEFAULT);

                if (status == OperationStatus.SUCCESS) {
                    keyVal = TestUtils.getTestVal(key.getData());
                }
            }
            /* Make sure we modify something! */
            assertTrue(modCount > 0);
        }

        for (int i = 0; i < cursors.length; i++) {
            cursors[i].close();
        }
    }


    /**
     * Print the contents of the databases out for debugging
     */
    protected void dumpData(int numDbs)
        throws DatabaseException {

        DatabaseConfig dbConfig = new DatabaseConfig();
  if (btreeComparisonFunction != null) {
      dbConfig.setBtreeComparator(btreeComparisonFunction.getClass());
  }
        dbConfig.setSortedDuplicates(true);
  dbConfig.setTransactional(true);
        for (int d = 0; d < numDbs; d++) {
            Database checkDb = env.openDatabase(null, DB_NAME + d, dbConfig);
            Cursor myCursor = checkDb.openCursor(null, null);
            DatabaseEntry key = new DatabaseEntry();
            DatabaseEntry data = new DatabaseEntry();

            OperationStatus status =
    myCursor.getFirst(key, data, LockMode.DEFAULT);
            while (status == OperationStatus.SUCCESS) {
                System.out.println("Database " + d +
                                   " seen = " +
                                   /*
                                      new String(key.getData()) +
                                      "/" +
                                      new String(data.getData()));
                                   */
                                   TestUtils.dumpByteArray(key.getData()) +
                                   "/" +
                                   TestUtils.dumpByteArray(data.getData()));
                status = myCursor.getNext(key, data, LockMode.DEFAULT);
            }
            myCursor.close();
        }
    }

    /**
     * Print the contents of the expected map for debugging.
     */
    protected void dumpExpected(Map expectedData)
        throws DatabaseException {
        System.out.println("Expected = " );
        Iterator iter = expectedData.values().iterator();
        while (iter.hasNext()) {
            Set dataSet = (Set) iter.next();
            Iterator dataIter = dataSet.iterator();
            while (dataIter.hasNext()) {
                TestData t = (TestData) dataIter.next();
                System.out.println(t);
            }
        }
    }

    protected class TestData {
        public int dbNum;
        public byte[] key;
        public byte[] data;

        TestData(int dbNum, DatabaseEntry keyDbt, DatabaseEntry dataDbt) {
            this.dbNum = dbNum;
            key = keyDbt.getData();
            if (dataDbt == null) {
                dataDbt = new DatabaseEntry();
                dataDbt.setData(new byte[1]);
            }
            data = dataDbt.getData();
        }

        TestData(int dbNum, byte[] key) {
            this.dbNum = dbNum;
            this.key = key;
        }
       
        public boolean equals(Object o ) {
            if (this == o)
                return true;
            if (!(o instanceof TestData))
                return false;

            TestData other = (TestData) o;
            if ((dbNum == other.dbNum) &&
                Arrays.equals(key, other.key) &&
                Arrays.equals(data, other.data)) {
                return true;
            } else
                return false;
        }

        public String toString() {
            if (data == null) {
                return "db=" + dbNum +
                    " k=" + TestUtils.dumpByteArray(key);
            } else {
                return "db=" + dbNum +
                    " k=" + TestUtils.dumpByteArray(key) +
                    " d=" + TestUtils.dumpByteArray(data);
            }
        }

        public int hashCode() {
            return toString().hashCode();
        }
    }
}
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