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Core sketch algorithms used alone and by other Java repositories in the DataSketches library.
/*
* 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.datasketches.tuple;
import java.lang.reflect.Array;
import java.nio.ByteOrder;
import org.apache.datasketches.ByteArrayUtil;
import org.apache.datasketches.Family;
import org.apache.datasketches.SketchesArgumentException;
import org.apache.datasketches.memory.Memory;
/**
* CompactSketches are never created directly. They are created as a result of
* the compact() method of an UpdatableSketch or as a result of the getResult()
* method of a set operation like Union, Intersection or AnotB. CompactSketch
* consists of a compact list (i.e. no intervening spaces) of hash values,
* corresponding list of Summaries, and a value for theta. The lists may or may
* not be ordered. CompactSketch is read-only.
*
* @param type of Summary
*/
public class CompactSketch extends Sketch {
private static final byte serialVersionWithSummaryClassNameUID = 1;
private static final byte serialVersionUID = 2;
private enum Flags { IS_BIG_ENDIAN, IS_EMPTY, HAS_ENTRIES, IS_THETA_INCLUDED }
CompactSketch(final long[] keys, final S[] summaries, final long theta, final boolean isEmpty) {
keys_ = keys;
summaries_ = summaries;
theta_ = theta;
isEmpty_ = isEmpty;
}
/**
* This is to create an instance of a CompactSketch given a serialized form
*
* @param mem Memory object with serialized CompactSketch
* @param deserializer the SummaryDeserializer
*/
@SuppressWarnings({"unchecked"})
CompactSketch(final Memory mem, final SummaryDeserializer deserializer) {
int offset = 0;
final byte preambleLongs = mem.getByte(offset++);
final byte version = mem.getByte(offset++);
final byte familyId = mem.getByte(offset++);
SerializerDeserializer.validateFamily(familyId, preambleLongs);
if (version > serialVersionUID) {
throw new SketchesArgumentException(
"Unsupported serial version. Expected: " + serialVersionUID + " or lower, actual: " + version);
}
SerializerDeserializer
.validateType(mem.getByte(offset++), SerializerDeserializer.SketchType.CompactSketch);
final byte flags = mem.getByte(offset++);
final boolean isBigEndian = (flags & (1 << Flags.IS_BIG_ENDIAN.ordinal())) > 0;
if (isBigEndian ^ ByteOrder.nativeOrder().equals(ByteOrder.BIG_ENDIAN)) {
throw new SketchesArgumentException("Byte order mismatch");
}
isEmpty_ = (flags & (1 << Flags.IS_EMPTY.ordinal())) > 0;
final boolean isThetaIncluded = (flags & (1 << Flags.IS_THETA_INCLUDED.ordinal())) > 0;
if (isThetaIncluded) {
theta_ = mem.getLong(offset);
offset += Long.BYTES;
} else {
theta_ = Long.MAX_VALUE;
}
final boolean hasEntries = (flags & (1 << Flags.HAS_ENTRIES.ordinal())) > 0;
if (hasEntries) {
int classNameLength = 0;
if (version == serialVersionWithSummaryClassNameUID) {
classNameLength = mem.getByte(offset++);
}
final int count = mem.getInt(offset);
offset += Integer.BYTES;
if (version == serialVersionWithSummaryClassNameUID) {
offset += classNameLength;
}
keys_ = new long[count];
for (int i = 0; i < count; i++) {
keys_[i] = mem.getLong(offset);
offset += Long.BYTES;
}
for (int i = 0; i < count; i++) {
final Memory memRegion = mem.region(offset, mem.getCapacity() - offset);
final DeserializeResult result = deserializer.heapifySummary(memRegion);
final S summary = result.getObject();
offset += result.getSize();
if (summaries_ == null) {
summaries_ = (S[]) Array.newInstance(summary.getClass(), count);
}
summaries_[i] = summary;
}
}
}
@Override
public int getRetainedEntries() {
return keys_ == null ? 0 : keys_.length;
}
// Layout of first 8 bytes:
// Long || Start Byte Adr:
// Adr:
// || 7 | 6 | 5 | 4 | 3 | 2 | 1 | 0 |
// 0 || | Flags | SkType | FamID | SerVer | Preamble_Longs |
@SuppressWarnings("null")
@Override
public byte[] toByteArray() {
int summariesBytesLength = 0;
byte[][] summariesBytes = null;
final int count = getRetainedEntries();
if (count > 0) {
summariesBytes = new byte[count][];
for (int i = 0; i < count; i++) {
summariesBytes[i] = summaries_[i].toByteArray();
summariesBytesLength += summariesBytes[i].length;
}
}
int sizeBytes =
Byte.BYTES // preamble longs
+ Byte.BYTES // serial version
+ Byte.BYTES // family id
+ Byte.BYTES // sketch type
+ Byte.BYTES; // flags
final boolean isThetaIncluded = theta_ < Long.MAX_VALUE;
if (isThetaIncluded) {
sizeBytes += Long.BYTES; // theta
}
if (count > 0) {
sizeBytes +=
+ Integer.BYTES // count
+ (Long.BYTES * count) + summariesBytesLength;
}
final byte[] bytes = new byte[sizeBytes];
int offset = 0;
bytes[offset++] = PREAMBLE_LONGS;
bytes[offset++] = serialVersionUID;
bytes[offset++] = (byte) Family.TUPLE.getID();
bytes[offset++] = (byte) SerializerDeserializer.SketchType.CompactSketch.ordinal();
final boolean isBigEndian = ByteOrder.nativeOrder().equals(ByteOrder.BIG_ENDIAN);
bytes[offset++] = (byte) (
(isBigEndian ? 1 << Flags.IS_BIG_ENDIAN.ordinal() : 0)
| (isEmpty_ ? 1 << Flags.IS_EMPTY.ordinal() : 0)
| (count > 0 ? 1 << Flags.HAS_ENTRIES.ordinal() : 0)
| (isThetaIncluded ? 1 << Flags.IS_THETA_INCLUDED.ordinal() : 0)
);
if (isThetaIncluded) {
ByteArrayUtil.putLongLE(bytes, offset, theta_);
offset += Long.BYTES;
}
if (count > 0) {
ByteArrayUtil.putIntLE(bytes, offset, getRetainedEntries());
offset += Integer.BYTES;
for (int i = 0; i < count; i++) {
ByteArrayUtil.putLongLE(bytes, offset, keys_[i]);
offset += Long.BYTES;
}
for (int i = 0; i < count; i++) {
System.arraycopy(summariesBytes[i], 0, bytes, offset, summariesBytes[i].length);
offset += summariesBytes[i].length;
}
}
return bytes;
}
}
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