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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.parquet;

import java.util.concurrent.atomic.AtomicBoolean;
import org.apache.parquet.SemanticVersion.SemanticVersionParseException;
import org.apache.parquet.VersionParser.ParsedVersion;
import org.apache.parquet.VersionParser.VersionParseException;
import org.apache.parquet.schema.PrimitiveType.PrimitiveTypeName;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

/**
 * There was a bug (PARQUET-251) that caused the statistics metadata
 * for binary columns to be corrupted in the write path.
 * 

* This class is used to detect whether a file was written with this bug, * and thus it's statistics should be ignored / not trusted. */ public class CorruptStatistics { private static final AtomicBoolean alreadyLogged = new AtomicBoolean(false); private static final Logger LOG = LoggerFactory.getLogger(CorruptStatistics.class); // the version in which the bug described by jira: PARQUET-251 was fixed // the bug involved writing invalid binary statistics, so stats written prior to this // fix must be ignored / assumed invalid private static final SemanticVersion PARQUET_251_FIXED_VERSION = new SemanticVersion(1, 8, 0); private static final SemanticVersion CDH_5_PARQUET_251_FIXED_START = new SemanticVersion(1, 5, 0, null, "cdh5.5.0", null); private static final SemanticVersion CDH_5_PARQUET_251_FIXED_END = new SemanticVersion(1, 5, 0); /** * Decides if the statistics from a file created by createdBy (the created_by field from parquet format) * should be ignored because they are potentially corrupt. * * @param createdBy the created-by string from a file footer * @param columnType the type of the column that this is checking * @return true if the statistics may be invalid and should be ignored, false otherwise */ public static boolean shouldIgnoreStatistics(String createdBy, PrimitiveTypeName columnType) { if (columnType != PrimitiveTypeName.BINARY && columnType != PrimitiveTypeName.FIXED_LEN_BYTE_ARRAY) { // the bug only applies to binary columns return false; } if (Strings.isNullOrEmpty(createdBy)) { // created_by is not populated, which could have been caused by // parquet-mr during the same time as PARQUET-251, see PARQUET-297 warnOnce("Ignoring statistics because created_by is null or empty! See PARQUET-251 and PARQUET-297"); return true; } try { ParsedVersion version = VersionParser.parse(createdBy); if (!"parquet-mr".equals(version.application)) { // assume other applications don't have this bug return false; } if (Strings.isNullOrEmpty(version.version)) { warnOnce("Ignoring statistics because created_by did not contain a semver (see PARQUET-251): " + createdBy); return true; } SemanticVersion semver = SemanticVersion.parse(version.version); if (semver.compareTo(PARQUET_251_FIXED_VERSION) < 0 && !(semver.compareTo(CDH_5_PARQUET_251_FIXED_START) >= 0 && semver.compareTo(CDH_5_PARQUET_251_FIXED_END) < 0)) { warnOnce("Ignoring statistics because this file was created prior to " + PARQUET_251_FIXED_VERSION + ", see PARQUET-251"); return true; } // this file was created after the fix return false; } catch (RuntimeException | SemanticVersionParseException | VersionParseException e) { // couldn't parse the created_by field, log what went wrong, don't trust the stats, // but don't make this fatal. warnParseErrorOnce(createdBy, e); return true; } } private static void warnParseErrorOnce(String createdBy, Throwable e) { if (!alreadyLogged.getAndSet(true)) { LOG.warn("Ignoring statistics because created_by could not be parsed (see PARQUET-251): " + createdBy, e); } } private static void warnOnce(String message) { if (!alreadyLogged.getAndSet(true)) { LOG.warn(message); } } }





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