org.apache.comet.parquet.AbstractColumnReader Maven / Gradle / Ivy
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* 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,
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package org.apache.comet.parquet;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.parquet.column.ColumnDescriptor;
import org.apache.spark.sql.types.DataType;
import org.apache.spark.sql.types.TimestampNTZType$;
import org.apache.comet.CometConf;
import org.apache.comet.vector.CometVector;
/** Base class for Comet Parquet column reader implementations. */
public abstract class AbstractColumnReader implements AutoCloseable {
protected static final Logger LOG = LoggerFactory.getLogger(AbstractColumnReader.class);
/** The Spark data type. */
protected final DataType type;
/** Parquet column descriptor. */
protected final ColumnDescriptor descriptor;
/**
* Whether to always return 128 bit decimals, regardless of its precision. If false, this will
* return 32, 64 or 128 bit decimals depending on the precision.
*/
protected final boolean useDecimal128;
/**
* Whether to return dates/timestamps that were written with legacy hybrid (Julian + Gregorian)
* calendar as it is. If this is true, Comet will return them as it is, instead of rebasing them
* to the new Proleptic Gregorian calendar. If this is false, Comet will throw exceptions when
* seeing these dates/timestamps.
*/
protected final boolean useLegacyDateTimestamp;
/** The size of one batch, gets updated by 'readBatch' */
protected int batchSize;
/** A pointer to the native implementation of ColumnReader. */
protected long nativeHandle;
public AbstractColumnReader(
DataType type,
ColumnDescriptor descriptor,
boolean useDecimal128,
boolean useLegacyDateTimestamp) {
this.type = type;
this.descriptor = descriptor;
this.useDecimal128 = useDecimal128;
this.useLegacyDateTimestamp = useLegacyDateTimestamp;
TypeUtil.checkParquetType(descriptor, type);
}
public ColumnDescriptor getDescriptor() {
return descriptor;
}
/**
* Set the batch size of this reader to be 'batchSize'. Also initializes the native column reader.
*/
public void setBatchSize(int batchSize) {
assert nativeHandle == 0
: "Native column reader shouldn't be initialized before " + "'setBatchSize' is called";
this.batchSize = batchSize;
initNative();
}
/**
* Reads a batch of 'total' new rows.
*
* @param total the total number of rows to read
*/
public abstract void readBatch(int total);
/** Returns the {@link CometVector} read by this reader. */
public abstract CometVector currentBatch();
@Override
public void close() {
if (nativeHandle != 0) {
LOG.debug("Closing the column reader");
Native.closeColumnReader(nativeHandle);
nativeHandle = 0;
}
}
protected void initNative() {
LOG.debug("initializing the native column reader");
DataType readType = (boolean) CometConf.COMET_SCHEMA_EVOLUTION_ENABLED().get() ? type : null;
boolean useLegacyDateTimestampOrNTZ =
useLegacyDateTimestamp || type == TimestampNTZType$.MODULE$;
nativeHandle =
Utils.initColumnReader(
descriptor, readType, batchSize, useDecimal128, useLegacyDateTimestampOrNTZ);
}
}
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