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AbstractColumnReader.java
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138 lines (117 loc) · 4.41 KB
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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.comet.parquet;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.parquet.column.ColumnDescriptor;
import org.apache.parquet.schema.Type;
import org.apache.spark.sql.types.DataType;
import org.apache.spark.sql.types.TimestampNTZType$;
import org.apache.comet.CometConf;
import org.apache.comet.IcebergApi;
import org.apache.comet.vector.CometVector;
/** Base class for Comet Parquet column reader implementations. */
@IcebergApi
public abstract class AbstractColumnReader implements AutoCloseable {
protected static final Logger LOG = LoggerFactory.getLogger(AbstractColumnReader.class);
/** The Spark data type. */
protected final DataType type;
/** The Spark data type. */
protected final Type fieldType;
/** 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. */
@IcebergApi protected long nativeHandle;
AbstractColumnReader(
DataType type,
Type fieldType,
ColumnDescriptor descriptor,
boolean useDecimal128,
boolean useLegacyDateTimestamp) {
this.type = type;
this.fieldType = fieldType;
this.descriptor = descriptor;
this.useDecimal128 = useDecimal128;
this.useLegacyDateTimestamp = useLegacyDateTimestamp;
}
AbstractColumnReader(
DataType type,
ColumnDescriptor descriptor,
boolean useDecimal128,
boolean useLegacyDateTimestamp) {
this(type, null, descriptor, useDecimal128, useLegacyDateTimestamp);
TypeUtil.checkParquetType(descriptor, type);
}
ColumnDescriptor getDescriptor() {
return descriptor;
}
String getPath() {
return String.join(".", this.descriptor.getPath());
}
/**
* Set the batch size of this reader to be 'batchSize'. Also initializes the native column reader.
*/
@IcebergApi
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();
@IcebergApi
@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);
}
}