All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.apache.hadoop.hive.serde2.columnar.ColumnarSerDe Maven / Gradle / Ivy

/*
 * 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.hadoop.hive.serde2.columnar;

import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.Properties;

import com.facebook.presto.hive.$internal.org.slf4j.Logger;
import com.facebook.presto.hive.$internal.org.slf4j.LoggerFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hive.serde.serdeConstants;
import org.apache.hadoop.hive.serde2.ColumnProjectionUtils;
import org.apache.hadoop.hive.serde2.SerDeException;
import org.apache.hadoop.hive.serde2.SerDeSpec;
import org.apache.hadoop.hive.serde2.SerDeUtils;
import org.apache.hadoop.hive.serde2.lazy.LazyFactory;
import org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe;
import org.apache.hadoop.hive.serde2.lazy.LazySerDeParameters;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
import org.apache.hadoop.hive.serde2.objectinspector.StructField;
import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
import org.apache.hadoop.io.Writable;

/**
 * ColumnarSerDe is used for columnar based storage supported by RCFile.
 * ColumnarSerDe differentiate from LazySimpleSerDe in:
* (1) ColumnarSerDe uses a ColumnarStruct as its lazy Object
* (2) ColumnarSerDe initialize ColumnarStruct's field directly. But under the * field level, it works like LazySimpleSerDe
*/ @SerDeSpec(schemaProps = { serdeConstants.LIST_COLUMNS, serdeConstants.LIST_COLUMN_TYPES, serdeConstants.FIELD_DELIM, serdeConstants.COLLECTION_DELIM, serdeConstants.MAPKEY_DELIM, serdeConstants.SERIALIZATION_FORMAT, serdeConstants.SERIALIZATION_NULL_FORMAT, serdeConstants.SERIALIZATION_ESCAPE_CRLF, serdeConstants.SERIALIZATION_LAST_COLUMN_TAKES_REST, serdeConstants.ESCAPE_CHAR, serdeConstants.SERIALIZATION_ENCODING, LazySerDeParameters.SERIALIZATION_EXTEND_NESTING_LEVELS, LazySerDeParameters.SERIALIZATION_EXTEND_ADDITIONAL_NESTING_LEVELS }) public class ColumnarSerDe extends ColumnarSerDeBase { @Override public String toString() { return getClass().toString() + "[" + Arrays.asList(serdeParams.getSeparators()) + ":" + ((StructTypeInfo) serdeParams.getRowTypeInfo()) .getAllStructFieldNames() + ":" + ((StructTypeInfo) serdeParams.getRowTypeInfo()) .getAllStructFieldTypeInfos() + "]"; } public static final Logger LOG = LoggerFactory .getLogger(ColumnarSerDe.class); public ColumnarSerDe() throws SerDeException { } protected LazySerDeParameters serdeParams = null; /** * Initialize the SerDe given the parameters. * * @see org.apache.hadoop.hive.serde2.AbstractSerDe#initialize(Configuration, Properties) */ @Override public void initialize(Configuration conf, Properties tbl) throws SerDeException { serdeParams = new LazySerDeParameters(conf, tbl, getClass().getName()); // Create the ObjectInspectors for the fields. Note: Currently // ColumnarObject uses same ObjectInpector as LazyStruct cachedObjectInspector = LazyFactory.createColumnarStructInspector( serdeParams.getColumnNames(), serdeParams.getColumnTypes(), serdeParams); int size = serdeParams.getColumnTypes().size(); List notSkipIDs = new ArrayList(); if (conf == null || ColumnProjectionUtils.isReadAllColumns(conf)) { for (int i = 0; i < size; i++ ) { notSkipIDs.add(i); } } else { notSkipIDs = ColumnProjectionUtils.getReadColumnIDs(conf); } cachedLazyStruct = new ColumnarStruct( cachedObjectInspector, notSkipIDs, serdeParams.getNullSequence()); super.initialize(size); } /** * Serialize a row of data. * * @param obj * The row object * @param objInspector * The ObjectInspector for the row object * @return The serialized Writable object * @see org.apache.hadoop.hive.serde2.AbstractSerDe#serialize(Object, ObjectInspector) */ @Override public Writable serialize(Object obj, ObjectInspector objInspector) throws SerDeException { if (objInspector.getCategory() != Category.STRUCT) { throw new SerDeException(getClass().toString() + " can only serialize struct types, but we got: " + objInspector.getTypeName()); } // Prepare the field ObjectInspectors StructObjectInspector soi = (StructObjectInspector) objInspector; List fields = soi.getAllStructFieldRefs(); List list = soi.getStructFieldsDataAsList(obj); List declaredFields = (serdeParams.getRowTypeInfo() != null && ((StructTypeInfo) serdeParams .getRowTypeInfo()).getAllStructFieldNames().size() > 0) ? ((StructObjectInspector) getObjectInspector()) .getAllStructFieldRefs() : null; try { // used for avoid extra byte copy serializeStream.reset(); serializedSize = 0; int count = 0; // Serialize each field for (int i = 0; i < fields.size(); i++) { // Get the field objectInspector and the field object. ObjectInspector foi = fields.get(i).getFieldObjectInspector(); Object f = (list == null ? null : list.get(i)); if (declaredFields != null && i >= declaredFields.size()) { throw new SerDeException("Error: expecting " + declaredFields.size() + " but asking for field " + i + "\n" + "data=" + obj + "\n" + "tableType=" + serdeParams.getRowTypeInfo().toString() + "\n" + "dataType=" + TypeInfoUtils.getTypeInfoFromObjectInspector(objInspector)); } // If the field that is passed in is NOT a primitive, and either the // field is not declared (no schema was given at initialization), or // the field is declared as a primitive in initialization, serialize // the data to JSON string. Otherwise serialize the data in the // delimited way. if (!foi.getCategory().equals(Category.PRIMITIVE) && (declaredFields == null || declaredFields.get(i) .getFieldObjectInspector().getCategory().equals( Category.PRIMITIVE))) { LazySimpleSerDe.serialize(serializeStream, SerDeUtils.getJSONString( f, foi), PrimitiveObjectInspectorFactory.javaStringObjectInspector, serdeParams.getSeparators(), 1, serdeParams.getNullSequence(), serdeParams.isEscaped(), serdeParams.getEscapeChar(), serdeParams .getNeedsEscape()); } else { LazySimpleSerDe.serialize(serializeStream, f, foi, serdeParams .getSeparators(), 1, serdeParams.getNullSequence(), serdeParams .isEscaped(), serdeParams.getEscapeChar(), serdeParams .getNeedsEscape()); } field[i].set(serializeStream.getData(), count, serializeStream .getLength() - count); count = serializeStream.getLength(); } serializedSize = serializeStream.getLength(); lastOperationSerialize = true; lastOperationDeserialize = false; } catch (IOException e) { throw new SerDeException(e); } return serializeCache; } }