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

org.apache.hadoop.hive.serde2.lazy.LazyMap Maven / Gradle / Ivy

There is a newer version: 4.0.1
Show newest version
/*
 * 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.lazy;

import java.util.Arrays;
import java.util.LinkedHashSet;
import java.util.LinkedHashMap;
import java.util.Map;
import java.util.Set;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.hive.serde2.lazy.objectinspector.LazyMapObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector;
import org.apache.hadoop.io.Text;

/**
 * LazyMap stores a map of Primitive LazyObjects to LazyObjects. Note that the
 * keys of the map cannot contain null.
 *
 * LazyMap does not deal with the case of a NULL map. That is handled by the
 * parent LazyObject.
 */
public class LazyMap extends LazyNonPrimitive {

  public static final Logger LOG = LoggerFactory.getLogger(LazyMap.class);
  /**
   * Whether the data is already parsed or not.
   */
  boolean parsed = false;

  /**
   * The size of the map. Only valid when the data is parsed. -1 when the map is
   * NULL.
   */
  int mapSize = 0;

  /**
   * The beginning position of key[i]. Only valid when the data is parsed. Note
   * that keyStart[mapSize] = begin + length + 1; that makes sure we can use the
   * same formula to compute the length of each value in the map.
   */
  int[] keyStart;

  /**
   * The end position of key[i] (the position of the key-value separator). Only
   * valid when the data is parsed.
   */
  int[] keyEnd;

  /**
   * The length of value[i].
   */
  int[] valueLength;

  /**
   * The keys are stored in an array of LazyPrimitives.
   */
  LazyPrimitive[] keyObjects;
  /**
   * Whether init() is called on keyObjects[i].
   */
  boolean[] keyInited;
  /**
   * The values are stored in an array of LazyObjects. value[index] will start
   * from KeyEnd[index] + 1, and ends before KeyStart[index+1] - 1.
   */
  LazyObject[] valueObjects;
  /**
   * Whether init() is called on valueObjects[i].
   */
  boolean[] valueInited;

  /**
   * Construct a LazyMap object with the ObjectInspector.
   */
  protected LazyMap(LazyMapObjectInspector oi) {
    super(oi);
  }

  /**
   * Set the row data for this LazyArray.
   *
   * @see LazyObject#init(ByteArrayRef, int, int)
   */
  @Override
  public void init(ByteArrayRef bytes, int start, int length) {
    super.init(bytes, start, length);
    parsed = false;
    cachedMap = null;
    keyStart = null;
  }

  /**
   * Enlarge the size of arrays storing information for the elements inside the
   * array.
   */
  protected void enlargeArrays() {
    if (keyStart == null) {
      int initialSize = 2;
      keyStart = new int[initialSize];
      keyEnd = new int[initialSize];
      valueLength = new int[initialSize];
      keyObjects = new LazyPrimitive[initialSize];
      valueObjects = new LazyObject[initialSize];
      keyInited = new boolean[initialSize];
      valueInited = new boolean[initialSize];
    } else {
      keyStart = Arrays.copyOf(keyStart, keyStart.length * 2);
      keyEnd = Arrays.copyOf(keyEnd, keyEnd.length * 2);
      valueLength = Arrays.copyOf(valueLength, valueLength.length * 2);
      keyObjects = Arrays.copyOf(keyObjects, keyObjects.length * 2);
      valueObjects = Arrays.copyOf(valueObjects, valueObjects.length * 2);
      keyInited = Arrays.copyOf(keyInited, keyInited.length * 2);
      valueInited = Arrays.copyOf(valueInited, valueInited.length * 2);
    }
  }

  /**
   * Parse the byte[] and fill keyStart, keyEnd.
   */
  private void parse() {
    parsed = true;

    byte itemSeparator = oi.getItemSeparator();
    byte keyValueSeparator = oi.getKeyValueSeparator();
    boolean isEscaped = oi.isEscaped();
    byte escapeChar = oi.getEscapeChar();

    // empty array?
    if (length == 0) {
      mapSize = 0;
      return;
    }

    mapSize = 0;
    int arrayByteEnd = start + length;
    int elementByteBegin = start;
    int keyValueSeparatorPosition = -1;
    int elementByteEnd = start;
    byte[] bytes = this.bytes.getData();
    Set keySet = new LinkedHashSet();

    // Go through all bytes in the byte[]
    while (elementByteEnd <= arrayByteEnd) {
      // End of entry reached?
      if (elementByteEnd == arrayByteEnd
          || bytes[elementByteEnd] == itemSeparator) {
        // Array full?
        if (keyStart == null || mapSize + 1 == keyStart.length) {
          enlargeArrays();
        }
        keyStart[mapSize] = elementByteBegin;
        // If no keyValueSeparator is seen, all bytes belong to key, and
        // value will be NULL.
        keyEnd[mapSize] = (keyValueSeparatorPosition == -1 ? elementByteEnd
            : keyValueSeparatorPosition);
        valueLength[mapSize] = elementByteEnd - (keyEnd[mapSize] + 1);
        LazyPrimitive lazyKey = uncheckedGetKey(mapSize);
        if (lazyKey == null) {
          LOG.warn("skipped empty entry or entry with empty key in the representation of column with MAP type.");
          //reset keyInited[mapSize] flag, since it may be set to true in the case of previous empty entry
          keyInited[mapSize] = false;
        } else {
          Object key = lazyKey.getObject();
          if(!keySet.contains(key)) {
            mapSize++;
            keySet.add(key);
          } else {
            keyInited[mapSize] = false;
          }
        }

        // reset keyValueSeparatorPosition
        keyValueSeparatorPosition = -1;
        elementByteBegin = elementByteEnd + 1;
        elementByteEnd++;
      } else {
        // Is this the first keyValueSeparator in this entry?
        if (keyValueSeparatorPosition == -1
            && bytes[elementByteEnd] == keyValueSeparator) {
          keyValueSeparatorPosition = elementByteEnd;
        }
        if (isEscaped && bytes[elementByteEnd] == escapeChar
            && elementByteEnd + 1 < arrayByteEnd) {
          // ignore the char after escape_char
          elementByteEnd += 2;
        } else {
          elementByteEnd++;
        }
      }
    }

    // This makes sure we can use the same formula to compute the
    // length of each value in the map.
    keyStart[mapSize] = arrayByteEnd + 1;

    if (mapSize > 0) {
      Arrays.fill(valueInited, 0, mapSize, false);
    }
  }

  /**
   * Get the value in the map for the key.
   *
   * If there are multiple matches (which is possible in the serialized format),
   * only the first one is returned.
   *
   * The most efficient way to get the value for the key is to serialize the key
   * and then try to find it in the array. We do linear search because in most
   * cases, user only wants to get one or two values out of the map, and the
   * cost of building up a HashMap is substantially higher.
   *
   * @param key
   *          The key object that we are looking for.
   * @return The corresponding value object, or NULL if not found
   */
  public Object getMapValueElement(Object key) {
    if (!parsed) {
      parse();
    }
    // search for the key
    for (int i = 0; i < mapSize; i++) {
      LazyPrimitive lazyKeyI = uncheckedGetKey(i);
      if (lazyKeyI == null) {
        continue;
      }
      // getWritableObject() will convert LazyPrimitive to actual primitive
      // writable objects.
      Object keyI = lazyKeyI.getWritableObject();
      if (keyI == null) {
        continue;
      }
      if (keyI.equals(key)) {
        // Got a match, return the value
        return uncheckedGetValue(i);
      }
    }

    return null;
  }

  /**
   * Get the value object with the index without checking parsed.
   *
   * @param index
   *          The index into the array starting from 0
   */
  private Object uncheckedGetValue(int index) {
    if (valueInited[index]) {
      return valueObjects[index].getObject();
    }
    valueInited[index] = true;
    Text nullSequence = oi.getNullSequence();
    int valueIBegin = keyEnd[index] + 1;
    int valueILength = valueLength[index];
    if (valueObjects[index] == null) {
      valueObjects[index] = LazyFactory.createLazyObject(oi.getMapValueObjectInspector());
    }
    if (isNull(oi.getNullSequence(), bytes, valueIBegin, valueILength)) {
      valueObjects[index].setNull();
    } else {
      valueObjects[index].init(bytes, valueIBegin, valueILength);
    }
    return valueObjects[index].getObject();
  }

  /**
   * Get the key object with the index without checking parsed.
   *
   * @param index
   *          The index into the array starting from 0
   */
  private LazyPrimitive uncheckedGetKey(int index) {
    if (keyInited[index]) {
      return keyObjects[index];
    }
    int keyIBegin = keyStart[index];
    int keyILength = keyEnd[index] - keyStart[index];
    if (isNull(oi.getNullSequence(), bytes, keyIBegin, keyILength)) {
      return null;
    }
    keyInited[index] = true;
    if (keyObjects[index] == null) {
      keyObjects[index] = LazyFactory.createLazyPrimitiveClass(
          (PrimitiveObjectInspector) oi.getMapKeyObjectInspector());
    }
    keyObjects[index].init(bytes, keyIBegin, keyILength);
    return keyObjects[index];
  }

  /**
   * cachedMap is reused for different calls to getMap(). But each LazyMap has a
   * separate cachedMap so we won't overwrite the data by accident.
   */
  protected LinkedHashMap cachedMap;

  /**
   * Return the map object representing this LazyMap. Note that the keyObjects
   * will be Writable primitive objects.
   *
   * @return the map object
   */
  public Map getMap() {
    if (!parsed) {
      parse();
    }
    if (cachedMap != null) {
      return cachedMap;
    }
    // Use LinkedHashMap to provide deterministic order
    cachedMap = new LinkedHashMap();

    // go through each element of the map
    for (int i = 0; i < mapSize; i++) {
      LazyPrimitive lazyKey = uncheckedGetKey(i);
      if (lazyKey == null) {
        continue;
      }
      Object key = lazyKey.getObject();
      // do not overwrite if there are duplicate keys
      if (key != null && !cachedMap.containsKey(key)) {
        cachedMap.put(key, uncheckedGetValue(i));
      }
    }
    return cachedMap;
  }

  /**
   * Get the size of the map represented by this LazyMap.
   *
   * @return The size of the map, -1 for NULL map.
   */
  public int getMapSize() {
    if (!parsed) {
      parse();
    }
    return mapSize;
  }

  protected boolean getParsed() {
    return parsed;
  }

  protected void setParsed(boolean parsed) {
    this.parsed = parsed;
  }
}