org.apache.hadoop.hive.ql.exec.LateralViewJoinOperator Maven / Gradle / Ivy

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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.hadoop.hive.ql.exec;

import java.util.ArrayList;
import java.util.List;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hive.ql.CompilationOpContext;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.plan.LateralViewJoinDesc;
import org.apache.hadoop.hive.ql.plan.api.OperatorType;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory;
import org.apache.hadoop.hive.serde2.objectinspector.StructField;
import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;

/**
 * The lateral view join operator is used for FROM src LATERAL VIEW udtf()...
 * This operator was implemented with the following operator DAG in mind.
 *
 * For a query such as
 *
 * SELECT pageid, adid.* FROM example_table LATERAL VIEW explode(adid_list) AS
 * adid
 *
 * The top of the operator DAG will look similar to
 *
 *            [Table Scan]
 *                |
 *       [Lateral View Forward]
 *              /   \
 *   [Select](*)    [Select](adid_list)
 *            |      |
 *            |     [UDTF] (explode)
 *            \     /
 *      [Lateral View Join]
 *               |
 *               |
 *      [Select] (pageid, adid.*)
 *               |
 *              ....
 *
 * Rows from the table scan operator are first to a lateral view forward
 * operator that just forwards the row and marks the start of a LV. The
 * select operator on the left picks all the columns while the select operator
 * on the right picks only the columns needed by the UDTF.
 *
 * The output of select in the left branch and output of the UDTF in the right
 * branch are then sent to the lateral view join (LVJ). In most cases, the UDTF
 * will generate > 1 row for every row received from the TS, while the left
 * select operator will generate only one. For each row output from the TS, the
 * LVJ outputs all possible rows that can be created by joining the row from the
 * left select and one of the rows output from the UDTF.
 *
 * Additional lateral views can be supported by adding a similar DAG after the
 * previous LVJ operator.
 */

public class LateralViewJoinOperator extends Operator {

  private static final long serialVersionUID = 1L;

  // The expected tags from the parent operators. See processOp() before
  // changing the tags.
  public static final byte SELECT_TAG = 0;
  public static final byte UDTF_TAG = 1;

  /** Kryo ctor. */
  protected LateralViewJoinOperator() {
    super();
  }

  public LateralViewJoinOperator(CompilationOpContext ctx) {
    super(ctx);
  }

  @Override
  protected void initializeOp(Configuration hconf) throws HiveException {
    super.initializeOp(hconf);

    ArrayList ois = new ArrayList();
    ArrayList fieldNames = conf.getOutputInternalColNames();

    // The output of the lateral view join will be the columns from the select
    // parent, followed by the column from the UDTF parent
    StructObjectInspector soi = (StructObjectInspector) inputObjInspectors[SELECT_TAG];

    List sfs = soi.getAllStructFieldRefs();
    for (StructField sf : sfs) {
      ois.add(sf.getFieldObjectInspector());
    }

    soi = (StructObjectInspector) inputObjInspectors[UDTF_TAG];
    sfs = soi.getAllStructFieldRefs();
    for (StructField sf : sfs) {
      ois.add(sf.getFieldObjectInspector());
    }

    outputObjInspector = ObjectInspectorFactory
        .getStandardStructObjectInspector(fieldNames, ois);
  }

  // acc is short for accumulator. It's used to build the row before forwarding
  ArrayList