org.apache.hadoop.hive.metastore.VerifyingObjectStore.java Source code

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/**
 * 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.hadoop.hive.metastore;

import static org.apache.commons.lang.StringUtils.repeat;

import java.lang.reflect.AccessibleObject;
import java.lang.reflect.Array;
import java.lang.reflect.Field;
import java.lang.reflect.Modifier;
import java.util.Collection;
import java.util.Iterator;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Set;

import org.apache.commons.lang.ClassUtils;
import org.apache.commons.lang.builder.EqualsBuilder;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.hive.metastore.api.ColumnStatistics;
import org.apache.hadoop.hive.metastore.api.MetaException;
import org.apache.hadoop.hive.metastore.api.NoSuchObjectException;
import org.apache.hadoop.hive.metastore.api.Partition;
import org.apache.thrift.TException;

public class VerifyingObjectStore extends ObjectStore {
    private static final Logger LOG = LoggerFactory.getLogger(VerifyingObjectStore.class);

    public VerifyingObjectStore() {
        super();
        LOG.warn(getClass().getSimpleName() + " is being used - test run");
    }

    @Override
    public List<Partition> getPartitionsByFilter(String dbName, String tblName, String filter, short maxParts)
            throws MetaException, NoSuchObjectException {
        List<Partition> sqlResults = getPartitionsByFilterInternal(dbName, tblName, filter, maxParts, true, false);
        List<Partition> ormResults = getPartitionsByFilterInternal(dbName, tblName, filter, maxParts, false, true);
        verifyLists(sqlResults, ormResults, Partition.class);
        return sqlResults;
    }

    @Override
    public List<Partition> getPartitionsByNames(String dbName, String tblName, List<String> partNames)
            throws MetaException, NoSuchObjectException {
        List<Partition> sqlResults = getPartitionsByNamesInternal(dbName, tblName, partNames, true, false);
        List<Partition> ormResults = getPartitionsByNamesInternal(dbName, tblName, partNames, false, true);
        verifyLists(sqlResults, ormResults, Partition.class);
        return sqlResults;
    }

    @Override
    public boolean getPartitionsByExpr(String dbName, String tblName, byte[] expr, String defaultPartitionName,
            short maxParts, List<Partition> result) throws TException {
        List<Partition> ormParts = new LinkedList<Partition>();
        boolean sqlResult = getPartitionsByExprInternal(dbName, tblName, expr, defaultPartitionName, maxParts,
                result, true, false);
        boolean ormResult = getPartitionsByExprInternal(dbName, tblName, expr, defaultPartitionName, maxParts,
                ormParts, false, true);
        if (sqlResult != ormResult) {
            String msg = "The unknown flag is different - SQL " + sqlResult + ", ORM " + ormResult;
            LOG.error(msg);
            throw new MetaException(msg);
        }
        verifyLists(result, ormParts, Partition.class);
        return sqlResult;
    }

    @Override
    public List<Partition> getPartitions(String dbName, String tableName, int maxParts)
            throws MetaException, NoSuchObjectException {
        List<Partition> sqlResults = getPartitionsInternal(dbName, tableName, maxParts, true, false);
        List<Partition> ormResults = getPartitionsInternal(dbName, tableName, maxParts, false, true);
        verifyLists(sqlResults, ormResults, Partition.class);
        return sqlResults;
    }

    @Override
    public ColumnStatistics getTableColumnStatistics(String dbName, String tableName, List<String> colNames)
            throws MetaException, NoSuchObjectException {
        ColumnStatistics sqlResult = getTableColumnStatisticsInternal(dbName, tableName, colNames, true, false);
        ColumnStatistics jdoResult = getTableColumnStatisticsInternal(dbName, tableName, colNames, false, true);
        verifyObjects(sqlResult, jdoResult, ColumnStatistics.class);
        return sqlResult;
    }

    @Override
    public List<ColumnStatistics> getPartitionColumnStatistics(String dbName, String tableName,
            List<String> partNames, List<String> colNames) throws MetaException, NoSuchObjectException {
        List<ColumnStatistics> sqlResult = getPartitionColumnStatisticsInternal(dbName, tableName, partNames,
                colNames, true, false);
        List<ColumnStatistics> jdoResult = getPartitionColumnStatisticsInternal(dbName, tableName, partNames,
                colNames, false, true);
        verifyLists(sqlResult, jdoResult, ColumnStatistics.class);
        return sqlResult;
    }

    private void verifyObjects(Object sqlResult, Object jdoResult, Class<?> clazz) throws MetaException {
        if (EqualsBuilder.reflectionEquals(sqlResult, jdoResult))
            return;
        StringBuilder errorStr = new StringBuilder("Objects are different: \n");
        try {
            dumpObject(errorStr, "SQL", sqlResult, clazz, 0);
            errorStr.append("\n");
            dumpObject(errorStr, "ORM", jdoResult, clazz, 0);
        } catch (Throwable t) {
            errorStr.append("Error getting the diff: " + t);
        }
        LOG.error("Different results: \n" + errorStr.toString());
        throw new MetaException("Different results from SQL and ORM, see log for details");
    }

    private <T> void verifyLists(Collection<T> sqlResults, Collection<T> ormResults, Class<?> clazz)
            throws MetaException {
        final int MAX_DIFFS = 5;
        if (sqlResults.size() != ormResults.size()) {
            String msg = "Lists are not the same size: SQL " + sqlResults.size() + ", ORM " + ormResults.size();
            LOG.error(msg);
            throw new MetaException(msg);
        }

        Iterator<T> sqlIter = sqlResults.iterator(), ormIter = ormResults.iterator();
        StringBuilder errorStr = new StringBuilder();
        int errors = 0;
        for (int partIx = 0; partIx < sqlResults.size(); ++partIx) {
            assert sqlIter.hasNext() && ormIter.hasNext();
            T p1 = sqlIter.next(), p2 = ormIter.next();
            if (EqualsBuilder.reflectionEquals(p1, p2))
                continue;
            errorStr.append("Results are different at list index " + partIx + ": \n");
            try {
                dumpObject(errorStr, "SQL", p1, clazz, 0);
                errorStr.append("\n");
                dumpObject(errorStr, "ORM", p2, clazz, 0);
                errorStr.append("\n\n");
            } catch (Throwable t) {
                String msg = "Error getting the diff at list index " + partIx;
                errorStr.append("\n\n" + msg);
                LOG.error(msg, t);
                break;
            }
            if (++errors == MAX_DIFFS) {
                errorStr.append("\n\nToo many diffs, giving up (lists might be sorted differently)");
                break;
            }
        }
        if (errorStr.length() > 0) {
            LOG.error("Different results: \n" + errorStr.toString());
            throw new MetaException("Different results from SQL and ORM, see log for details");
        }
    }

    private static void dumpObject(StringBuilder errorStr, String name, Object p, Class<?> c, int level)
            throws IllegalAccessException {
        String offsetStr = repeat("  ", level);
        if (p == null || c == String.class || c.isPrimitive() || ClassUtils.wrapperToPrimitive(c) != null) {
            errorStr.append(offsetStr).append(name + ": [" + p + "]\n");
        } else if (ClassUtils.isAssignable(c, Iterable.class)) {
            errorStr.append(offsetStr).append(name + " is an iterable\n");
            Iterator<?> i1 = ((Iterable<?>) p).iterator();
            int i = 0;
            while (i1.hasNext()) {
                Object o1 = i1.next();
                Class<?> t = o1 == null ? Object.class : o1.getClass(); // ...
                dumpObject(errorStr, name + "[" + (i++) + "]", o1, t, level + 1);
            }
        } else if (c.isArray()) {
            int len = Array.getLength(p);
            Class<?> t = c.getComponentType();
            errorStr.append(offsetStr).append(name + " is an array\n");
            for (int i = 0; i < len; ++i) {
                dumpObject(errorStr, name + "[" + i + "]", Array.get(p, i), t, level + 1);
            }
        } else if (ClassUtils.isAssignable(c, Map.class)) {
            Map<?, ?> c1 = (Map<?, ?>) p;
            errorStr.append(offsetStr).append(name + " is a map\n");
            dumpObject(errorStr, name + ".keys", c1.keySet(), Set.class, level + 1);
            dumpObject(errorStr, name + ".vals", c1.values(), Collection.class, level + 1);
        } else {
            errorStr.append(offsetStr).append(name + " is of type " + c.getCanonicalName() + "\n");
            // TODO: this doesn't include superclass.
            Field[] fields = c.getDeclaredFields();
            AccessibleObject.setAccessible(fields, true);
            for (int i = 0; i < fields.length; i++) {
                Field f = fields[i];
                if (f.getName().indexOf('$') != -1 || Modifier.isStatic(f.getModifiers()))
                    continue;
                dumpObject(errorStr, name + "." + f.getName(), f.get(p), f.getType(), level + 1);
            }
        }
    }
}