org.apache.parquet.CorruptStatistics Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* 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);
}
}
}