/**
* 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.tajo.storage.thirdparty.parquet;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.parquet.Log;
import org.apache.parquet.column.ColumnDescriptor;
import org.apache.parquet.column.page.PageReadStore;
import org.apache.parquet.filter.UnboundRecordFilter;
import org.apache.parquet.filter2.compat.FilterCompat;
import org.apache.parquet.filter2.compat.FilterCompat.Filter;
import org.apache.parquet.hadoop.ParquetFileReader;
import org.apache.parquet.hadoop.UnmaterializableRecordCounter;
import org.apache.parquet.hadoop.api.InitContext;
import org.apache.parquet.hadoop.api.ReadSupport;
import org.apache.parquet.hadoop.metadata.BlockMetaData;
import org.apache.parquet.hadoop.metadata.FileMetaData;
import org.apache.parquet.hadoop.util.counters.BenchmarkCounter;
import org.apache.parquet.io.ColumnIOFactory;
import org.apache.parquet.io.MessageColumnIO;
import org.apache.parquet.io.ParquetDecodingException;
import org.apache.parquet.io.api.RecordMaterializer;
import org.apache.parquet.io.api.RecordMaterializer.RecordMaterializationException;
import org.apache.parquet.schema.GroupType;
import org.apache.parquet.schema.MessageType;
import org.apache.parquet.schema.Type;
import java.io.IOException;
import java.util.*;
import static java.lang.String.format;
import static org.apache.parquet.Log.DEBUG;
import static org.apache.parquet.Preconditions.checkNotNull;
import static org.apache.parquet.hadoop.ParquetInputFormat.STRICT_TYPE_CHECKING;
/**
* This class is borrowed from parquet-mr-1.8.1, but it is modified in order to progress.
*/
class InternalParquetRecordReader<T> {
private static final Log LOG = Log.getLog(InternalParquetRecordReader.class);
private ColumnIOFactory columnIOFactory = null;
private final Filter filter;
private MessageType requestedSchema;
private MessageType fileSchema;
private int columnCount;
private final ReadSupport<T> readSupport;
private RecordMaterializer<T> recordConverter;
private T currentValue;
private long total;
private long current = 0;
private int currentBlock = -1;
private ParquetFileReader reader;
private org.apache.parquet.io.RecordReader<T> recordReader;
private boolean strictTypeChecking;
private long totalTimeSpentReadingBytes;
private long totalTimeSpentProcessingRecords;
private long startedAssemblingCurrentBlockAt;
private long totalCountLoadedSoFar = 0;
private Path file;
private UnmaterializableRecordCounter unmaterializableRecordCounter;
/**
* @param readSupport Object which helps reads files of the given type, e.g. Thrift, Avro.
* @param filter for filtering individual records
*/
public InternalParquetRecordReader(ReadSupport<T> readSupport, Filter filter) {
this.readSupport = readSupport;
this.filter = checkNotNull(filter, "filter");
}
/**
* @param readSupport Object which helps reads files of the given type, e.g. Thrift, Avro.
*/
public InternalParquetRecordReader(ReadSupport<T> readSupport) {
this(readSupport, FilterCompat.NOOP);
}
/**
* @param readSupport Object which helps reads files of the given type, e.g. Thrift, Avro.
* @param filter Optional filter for only returning matching records.
* @deprecated use {@link #InternalParquetRecordReader(ReadSupport, Filter)}
*/
@Deprecated
public InternalParquetRecordReader(ReadSupport<T> readSupport, UnboundRecordFilter filter) {
this(readSupport, FilterCompat.get(filter));
}
private void checkRead() throws IOException {
if (current == totalCountLoadedSoFar) {
if (current != 0) {
totalTimeSpentProcessingRecords += (System.currentTimeMillis() - startedAssemblingCurrentBlockAt);
if (Log.DEBUG) {
LOG.debug("Assembled and processed " + totalCountLoadedSoFar + " records from " + columnCount + " columns in " + totalTimeSpentProcessingRecords + " ms: "+((float)totalCountLoadedSoFar / totalTimeSpentProcessingRecords) + " rec/ms, " + ((float)totalCountLoadedSoFar * columnCount / totalTimeSpentProcessingRecords) + " cell/ms");
final long totalTime = totalTimeSpentProcessingRecords + totalTimeSpentReadingBytes;
if (totalTime != 0) {
final long percentReading = 100 * totalTimeSpentReadingBytes / totalTime;
final long percentProcessing = 100 * totalTimeSpentProcessingRecords / totalTime;
LOG.debug("time spent so far " + percentReading + "% reading ("+totalTimeSpentReadingBytes+" ms) and " + percentProcessing + "% processing ("+totalTimeSpentProcessingRecords+" ms)");
}
}
}
if (Log.DEBUG) LOG.debug("at row " + current + ". reading next block");
long t0 = System.currentTimeMillis();
PageReadStore pages = reader.readNextRowGroup();
if (pages == null) {
throw new IOException("expecting more rows but reached last block. Read " + current + " out of " + total);
}
long timeSpentReading = System.currentTimeMillis() - t0;
totalTimeSpentReadingBytes += timeSpentReading;
BenchmarkCounter.incrementTime(timeSpentReading);
if (Log.INFO) LOG.info("block read in memory in " + timeSpentReading + " ms. row count = " + pages.getRowCount());
if (Log.DEBUG) LOG.debug("initializing Record assembly with requested schema " + requestedSchema);
MessageColumnIO columnIO = columnIOFactory.getColumnIO(requestedSchema, fileSchema, strictTypeChecking);
recordReader = columnIO.getRecordReader(pages, recordConverter, filter);
startedAssemblingCurrentBlockAt = System.currentTimeMillis();
totalCountLoadedSoFar += pages.getRowCount();
++ currentBlock;
}
}
public void close() throws IOException {
if (reader != null) {
reader.close();
}
}
public Void getCurrentKey() throws IOException, InterruptedException {
return null;
}
public T getCurrentValue() throws IOException,
InterruptedException {
return currentValue;
}
public float getProgress() {
return (float) current / total;
}
public void initialize(FileMetaData parquetFileMetadata,
Path file, List<BlockMetaData> blocks, Configuration configuration)
throws IOException {
// initialize a ReadContext for this file
Map<String, String> fileMetadata = parquetFileMetadata.getKeyValueMetaData();
ReadSupport.ReadContext readContext = readSupport.init(new InitContext(
configuration, toSetMultiMap(fileMetadata), fileSchema));
this.columnIOFactory = new ColumnIOFactory(parquetFileMetadata.getCreatedBy());
this.requestedSchema = readContext.getRequestedSchema();
this.fileSchema = parquetFileMetadata.getSchema();
this.file = file;
this.columnCount = requestedSchema.getPaths().size();
this.recordConverter = readSupport.prepareForRead(
configuration, fileMetadata, fileSchema, readContext);
this.strictTypeChecking = configuration.getBoolean(STRICT_TYPE_CHECKING, true);
List<ColumnDescriptor> columns = requestedSchema.getColumns();
reader = new ParquetFileReader(configuration, parquetFileMetadata, file, blocks, columns);
for (BlockMetaData block : blocks) {
total += block.getRowCount();
}
this.unmaterializableRecordCounter = new UnmaterializableRecordCounter(configuration, total);
LOG.info("RecordReader initialized will read a total of " + total + " records.");
}
private boolean contains(GroupType group, String[] path, int index) {
if (index == path.length) {
return false;
}
if (group.containsField(path[index])) {
Type type = group.getType(path[index]);
if (type.isPrimitive()) {
return index + 1 == path.length;
} else {
return contains(type.asGroupType(), path, index + 1);
}
}
return false;
}
public boolean nextKeyValue() throws IOException, InterruptedException {
boolean recordFound = false;
while (!recordFound) {
// no more records left
if (current >= total) { return false; }
try {
checkRead();
current ++;
try {
currentValue = recordReader.read();
} catch (RecordMaterializationException e) {
// this might throw, but it's fatal if it does.
unmaterializableRecordCounter.incErrors(e);
if (DEBUG) LOG.debug("skipping a corrupt record");
continue;
}
if (recordReader.shouldSkipCurrentRecord()) {
// this record is being filtered via the filter2 package
if (DEBUG) LOG.debug("skipping record");
continue;
}
if (currentValue == null) {
// only happens with FilteredRecordReader at end of block
current = totalCountLoadedSoFar;
if (DEBUG) LOG.debug("filtered record reader reached end of block");
continue;
}
recordFound = true;
if (DEBUG) LOG.debug("read value: " + currentValue);
} catch (RuntimeException e) {
throw new ParquetDecodingException(format("Can not read value at %d in block %d in file %s", current, currentBlock, file), e);
}
}
return true;
}
private static <K, V> Map<K, Set<V>> toSetMultiMap(Map<K, V> map) {
Map<K, Set<V>> setMultiMap = new HashMap<K, Set<V>>();
for (Map.Entry<K, V> entry : map.entrySet()) {
Set<V> set = new HashSet<V>();
set.add(entry.getValue());
setMultiMap.put(entry.getKey(), Collections.unmodifiableSet(set));
}
return Collections.unmodifiableMap(setMultiMap);
}
}