/* * 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.pig.data; import java.util.Iterator; import java.util.Map; import java.util.Map.Entry; import org.apache.pig.classification.InterfaceAudience; import org.apache.pig.classification.InterfaceStability; /** * Utility functions for estimating size of objects of pig types */ @InterfaceAudience.Private @InterfaceStability.Evolving public class SizeUtil { private static final int MAP_MEM_PER_ENTRY = 32 + 120; public static long getPigObjMemSize(Object o) { // 12 is added to each to account for the object overhead and the // pointer in the tuple. switch (DataType.findType(o)) { case DataType.BYTEARRAY: { byte[] bytes = ((DataByteArray) o).get(); // bytearray size including rounding to 8 bytes long byte_array_sz = roundToEight(bytes.length + 12); return byte_array_sz + 16 /* 16 is additional size of DataByteArray */; } case DataType.CHARARRAY: { String s = (String) o; // See PIG-1443 for a reference for this formula return roundToEight((s.length() * 2) + 38); } case DataType.TUPLE: { Tuple t = (Tuple) o; return t.getMemorySize(); } case DataType.BAG: { DataBag b = (DataBag) o; return b.getMemorySize(); } case DataType.INTEGER: return 4 + 8 + 4/* +4 to round to 8 bytes */; case DataType.LONG: return 8 + 8; case DataType.DATETIME: return 8 + 2 + 8 + 6 /* one long (8) + one short (2) + 6 to round to 8 bytes */; case DataType.MAP: { @SuppressWarnings("unchecked") Map<String, Object> m = (Map<String, Object>) o; Iterator<Map.Entry<String, Object>> i = m.entrySet().iterator(); long sum = 0; while (i.hasNext()) { Entry<String, Object> entry = i.next(); sum += getMapEntrySize(entry.getKey(), entry.getValue()); } return sum; } case DataType.FLOAT: return 4 + 8 + 4/* +4 to round to 8 bytes */; case DataType.DOUBLE: return 8 + 8; case DataType.BOOLEAN: // boolean takes 1 byte , +7 to round it to 8 return 1 + 8 + 7; //used http://javamoods.blogspot.fr/2009/03/how-big-is-bigdecimal.html as reference case DataType.BIGINTEGER: return 56; case DataType.BIGDECIMAL: return 32; case DataType.NULL: return 0; default: // ?? return 12; } } public static long getMapEntrySize(Object key, Object value) { // based on experiments on 32 bit Java HotSpot VM // size of map with 0 entries is 120 bytes // each additional entry have around 24 bytes overhead at // small number of entries. At larger number of entries, the // overhead is around 32 bytes, probably because of the expanded // data structures in anticapation of more entries being added return getPigObjMemSize(key) + getPigObjMemSize(value) + MAP_MEM_PER_ENTRY; } /** * Memory size of objects are rounded to multiple of 8 bytes * * @param i * @return i rounded to a equal of higher multiple of 8 */ public static long roundToEight(long i) { return 8 * ((i + 7) / 8); // integer division rounds the result down } }